Citations
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This panel provides information on past usage of this interatomic potential (IP) powered by the OpenKIM Deep Citation framework. The word cloud indicates typical applications of the potential. The bar chart shows citations per year of this IP (bars are divided into articles that used the IP (green) and those that did not (blue)). The complete list of articles that cited this IP is provided below along with the Deep Citation determination on usage. See the Deep Citation documentation for more information.
174 Citations (60 used)
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USED (definite) J. J. Moller et al., “110
planar faults in strained bcc metals: Origins and implications of a commonly observed artifact of classical potentials,” Physical Review Materials. 2018. link Times cited: 18 Abstract: Large-scale atomistic simulations with classical potentials … read moreAbstract: Large-scale atomistic simulations with classical potentials can provide valuable insights into microscopic deformation mechanisms and defect-defect interactions in materials. Unfortunately, these assets often come with the uncertainty of whether the observed mechanisms are based on realistic physical phenomena or whether they are artifacts of the employed material models. One such example is the often reported occurrence of stable planar faults (PFs) in body-centered cubic (bcc) metals subjected to high strains, e.g., at crack tips or in strained nano-objects. In this paper, we study the strain dependence of the generalized stacking fault energy (GSFE) of {110} planes in various bcc metals with material models of increasing sophistication, i.e., (modified) embedded atom method, angular-dependent, Tersoff, and bond-order potentials as well as density functional theory. We show that under applied tensile strains the GSFE curves of many classical potentials exhibit a local minimum which gives rise to the formation of stable PFs. These PFs do not appear when more sophisticated material models are used and have thus to be regarded as artifacts of the potentials. We demonstrate that the local GSFE minimum is not formed for reasons of symmetry and we recommend including the determination of the strain-dependent (110) GSFE as a benchmark for newly developed potentials. read less USED (high confidence) J. Chapman and P. Ma, “A machine-learned spin-lattice potential for dynamic simulations of defective magnetic iron,” Scientific Reports. 2022. link Times cited: 5 USED (high confidence) L. Pizzagalli and M. David, “Surface stress calculations for nanoparticles and cavities in aluminum, silicon, and iron: influence of pressure and validity of the Young-Laplace equation,” Materials Theory. 2021. link Times cited: 4 USED (high confidence) Y. Shiihara et al., “Artificial Neural Network Molecular Mechanics of Iron Grain Boundaries,” EngRN: Metals & Alloys (Topic). 2021. link Times cited: 9 Abstract: This study reports grain boundary (GB) energy calculations f… read moreAbstract: This study reports grain boundary (GB) energy calculations for 46 symmetric-tilt GBs in α-iron using molecular mechanics based on an artificial neural network (ANN) potential and compares the results with calculations based on the density functional theory (DFT), the embedded atom method (EAM), and the modified EAM (MEAM). The results by the ANN potential are in excellent agreement with those of the DFT (5 % on average), while the EAM and MEAM significantly differ from the DFT results (about 27 % on average). In a uniaxial tensile calculation of Σ3(1‾12) GB, the ANN potential reproduced the brittle fracture tendency of the GB observed in the DFT while the EAM and MEAM showed mistakenly showed ductile behaviors. These results demonstrate the effectiveness of the ANN potential in grain boundary calculations of iron as a fast and accurate simulation highly in demand in the modern industrial world. read less USED (high confidence) M. Boleininger, M. Gallauer, S. Dudarev, T. Swinburne, D. Mason, and D. Perez, “Statistical mechanics of kinks on a gliding screw dislocation,” arXiv: Materials Science. 2020. link Times cited: 2 Abstract: The ability of a body-centered cubic metal to deform plastic… read moreAbstract: The ability of a body-centered cubic metal to deform plastically is limited by the thermally activated glide motion of screw dislocations, which are line defects with a mobility exhibiting complex dependence on temperature, stress, and dislocation segment length. We derive an analytical expression for the velocity of dislocation glide, based on a statistical mechanics argument, and identify an apparent phase transition marked by a critical temperature above which the activation energy for glide effectively halves, changing from the formation energy of a double kink to that of a single kink. The analysis is in quantitative agreement with direct kinetic Monte Carlo simulations. read less USED (high confidence) K. V. Reddy and S. Pal, “Dynamic Probing of Structural Evolution of Single Crystal Fe during Rolling Process Using Atomistic Simulation,” steel research international. 2019. link Times cited: 12 Abstract: Rolling process is known to have significant influence on th… read moreAbstract: Rolling process is known to have significant influence on the structural properties of nanomaterials. However, the atomistic mechanism of the deformation behavior during rolling process is still unclear. Here, for the first time, MD simulations are implemented to study the deformation mechanism and structural evolution in single crystal Fe during cryo‐ and cold‐rolling. The results show that new grains are formed in the specimen with {001}<100> and {011}<011> orientation through grain rotation, whereas the plastic strain is accumulated through lattice distortion in specimen having {011}<111> orientation. The phenomenon of grain rotation and lattice distortion is also confirmed through Virtual X‐ray diffraction method. Also, structural evolution analysis has shown BCC to FCC phase transformation in specimen with {001}<100> orientation and it is found that the two phases have Bains’ orientation relationship. read less USED (high confidence) M. Fellinger, A. M. Tan, L. Hector, and D. Trinkle, “Geometries of edge and mixed dislocations in bcc Fe from first-principles calculations,” Physical Review Materials. 2018. link Times cited: 21 Abstract: We use DFT to compute core structures of $a_0[100](010)$ edg… read moreAbstract: We use DFT to compute core structures of $a_0[100](010)$ edge, $a_0[100](011)$ edge, $a_0/2[\bar{1}\bar{1}1](1\bar{1}0)$ edge, and $a_0/2[111](1\bar{1}0)$ $71^{\circ}$ mixed dislocations in bcc Fe. The calculations use flexible boundary conditions (FBC), which allow dislocations to relax as isolated defects by coupling the core to an infinite harmonic lattice through the lattice Green function (LGF). We use LGFs of dislocated geometries in contrast to previous FBC-based dislocation calculations that use the bulk crystal LGF. Dislocation LGFs account for changes in topology in the core as well as strain throughout the lattice. A bulk-like approximation for the force constants in a dislocated geometry leads to LGFs that optimize the cores of the $a_0[100](010)$ edge, $a_0[100](011)$ edge, and $a_0/2[111](1\bar{1}0)$ $71^{\circ}$ mixed dislocations. This approximation fails for the $a_0/2[\bar{1}\bar{1}1](1\bar{1}0)$ dislocation, so here we derive the LGF using accurate force constants from a Gaussian approximation potential. The standard deviations of dislocation Nye tensor distributions quantify the widths of the cores. The relaxed cores are compact, and the magnetic moments on the Fe atoms closely follow the volumetric strain distributions in the cores. We also compute the core structures of these dislocations using eight different classical interatomic potentials, and quantify symmetry differences between the cores using the Fourier coefficients of their Nye tensor distributions. Most of the core structures computed using the classical potentials agree well with DFT results. The DFT geometries provide benchmarking for classical potential studies of work-hardening, as well as substitutional and interstitial sites for computing solute-dislocation interactions that serve as inputs for mesoscale models of solute strengthening and solute diffusion near dislocations. read less USED (high confidence) S. Xu and Y.-Q. Su, “Nanovoid growth in BCC α-Fe: influences of initial void geometry,” Modelling and Simulation in Materials Science and Engineering. 2016. link Times cited: 20 Abstract: The growth of voids has a great impact on the mechanical pro… read moreAbstract: The growth of voids has a great impact on the mechanical properties of ductile materials by altering their microstructures. Exploring the process of void growth at the nanoscale helps in understanding the dynamic fracture of metals. While some very recent studies looked into the effects of the initial geometry of an elliptic void on the plastic deformation of face-centered cubic metals, a systematic study of the initial void ellipticity and orientation angle in body-centered cubic (BCC) metals is still lacking. In this paper, large scale molecular dynamics simulations with millions of atoms are conducted, investigating the void growth process during tensile loading of metallic thin films in BCC α-Fe. Our simulations elucidate the intertwined influences on void growth of the initial ellipticity and initial orientation angle of the void. It is shown that these two geometric parameters play an important role in the stress–strain response, the nucleation and evolution of defects, as well as the void size/outline evolution in α-Fe thin films. Results suggest that, together with void size, different initial void geometries should be taken into account if a continuum model is to be applied to nanoscale damage progression. read less USED (high confidence) H. Mori, “Peierls Barrier of Screw Dislocation in bcc Iron at Finite Temperature,” Materials Transactions. 2014. link Times cited: 2 Abstract: The Peierls barrier of a screw dislocation in body-centered … read moreAbstract: The Peierls barrier of a screw dislocation in body-centered cubic iron at finite temperature is investigated by using the free energy gradient method. By using the empirical potential, the Peierls barrier is shown to decrease from 11.7 to 6.9meV per unit length of the Burgers vector with temperature increasing from 0 to 300K. The entropy term of the Peierls barrier is estimated to be 0.19 kB, and the change of free energy, which is an entropic effect, is found to strongly depend on the local atomic configuration. [doi:10.2320/matertrans.M2014170] read less USED (high confidence) L. Leclercq, L. Capolungo, and D. Rodney, “Atomic-Scale Comparison Between Twin Growth Mechanisms in Magnesium,” Materials Research Letters. 2014. link Times cited: 31 Abstract: The two most frequently observed twins in hexagonal close-pa… read moreAbstract: The two most frequently observed twins in hexagonal close-packed (HCP) Mg, and twins, have surprisingly different properties and morphologies, with twins appearing under higher stresses and being much thinner than twins. By considering the atomic-scale elementary properties of the twin interfaces and their disconnections, we show that (1) the transverse propagation of twins is hindered by the absence of low-energy mobile interfaces, whereas twins benefit from prismatic-basal interfaces and (2) the thickening of twins is slowed by higher energy barriers against both the nucleation and propagation of disconnections along their interfaces. read less USED (high confidence) B. Barvinschi, L. Proville, and D. Rodney, “Quantum Peierls stress of straight and kinked dislocations and effect of non-glide stresses,” Modelling and Simulation in Materials Science and Engineering. 2013. link Times cited: 17 Abstract: It was recently shown (Proville et al 2012 Nature Mater. 11 … read moreAbstract: It was recently shown (Proville et al 2012 Nature Mater. 11 845) that to predict reliable Peierls stresses from atomistic simulations, one has to correct the Peierls barrier by the zero-point energy difference between the initial and activated states of the dislocation. The corresponding quantum Peierls stresses are studied here in α-Fe modeled with two embedded atom method potentials. First, we show that the quantum correction arises from modes localized near the dislocation core, such that partial Hessian matrices built on small cylinders centered on the dislocation core can be used to compute the zero-point energy difference. Second, we compute quantum Peierls stresses for straight and kinked dislocations and show that the former is smaller than the latter with both α-Fe models. Finally, we compare quantum Peierls stresses obtained in simple shear and in traction along two orientations considered experimentally by Kuramoto et al (1979 Phil. Mag. 39 717), evidencing a strong effect of non-glide stresses on the quantum Peierls stress. read less USED (low confidence) R. Ji, T. Phan, Y. Chen, D. McDowell, and L. Xiong, “An Atomistic-to-Microscale Characterization of the Kink-controlled Dislocation Dynamics in BCC Metals through Finite-Temperature Coarse-grained Atomistic Simulations,” Acta Materialia. 2023. link Times cited: 2 USED (low confidence) F. Shuang, R. Ji, L. Xiong, and W. Gao, “Effect of periodic image interactions on kink pair activation of screw dislocation,” Computational Materials Science. 2023. link Times cited: 0 USED (low confidence) R. Barik, S. Biswal, A. Dutta, D. Chakrabarti, and A. Ghosh, “Effect of solute distribution on the screw dislocation motion in bcc Fe-based systems,” Computational Materials Science. 2023. link Times cited: 0 USED (low confidence) Y. Wang and W. Cai, “Stress-dependent activation entropy in thermally activated cross-slip of dislocations.,” Proceedings of the National Academy of Sciences of the United States of America. 2023. link Times cited: 0 Abstract: Cross-slip of screw dislocations in crystalline solids is a … read moreAbstract: Cross-slip of screw dislocations in crystalline solids is a stress-driven thermally activated process essential to many phenomena during plastic deformation, including dislocation pattern formation, strain hardening, and dynamic recovery. Molecular dynamics (MD) simulation has played an important role in determining the microscopic mechanisms of cross-slip. However, due to its limited timescale, MD can only predict cross-slip rates in high-stress or high-temperature conditions. The transition state theory can predict the cross-slip rate over a broad range of stress and temperature conditions, but its predictions have been found to be several orders of magnitude too low in comparison to MD results. This discrepancy can be expressed as an anomalously large activation entropy whose physical origin remains unclear. Here, we resolve this discrepancy by showing that the large activation entropy results from anharmonic effects, including thermal softening, thermal expansion, and soft vibrational modes of the dislocation. We expect these anharmonic effects to be significant in a wide range of stress-driven thermally activated processes in solids. read less USED (low confidence) Y. Li et al., “Formation of helical dislocations mediated by interstitials in ion irradiated FeCrAl alloy,” Journal of Nuclear Materials. 2023. link Times cited: 1 USED (low confidence) R. Ji, T. Phan, Y. Chen, D. McDowell, and L. Xiong, “A finite-temperature coarse-grained atomistic approach for understanding the kink-controlled dynamics of micrometer-long dislocations in high-Peierls-barrier materials,” MRS Communications. 2022. link Times cited: 6 Abstract: We present a phonon dynamics-based finite-temperature coarse… read moreAbstract: We present a phonon dynamics-based finite-temperature coarse-grained (FT-CG) atomistic approach for characterizing the kink-controlled dislocation dynamics in high-Peierls-barrier materials. The applicability of it is demonstrated through simulating the motion of a ~ 3 µm-long dislocation in a bcc iron sample containing ~ 230 million atoms. Cross-kink and debris are found on a µm-long dislocation at a lower stress than that on a nm-long dislocation. They are largely promoted by high-frequency/short-wavelength phonons. FT-CG is shown to be a first model of its kind that can predict the mobility of a µm-long dislocation without smearing out the atomic-level kink dynamics on it. Graphical abstract read less USED (low confidence) T. Chen et al., “In-situ dual-deoxidation design of advanced titanium matrix composites by pressureless sintering,” Composites Part B: Engineering. 2022. link Times cited: 12 USED (low confidence) Y. Zhang et al., “Atomistic modeling of surface and grain boundary dislocation nucleation in FCC metals,” Acta Materialia. 2022. link Times cited: 11 USED (low confidence) N. Li, Y. Cao, B. Liu, and Y. Liu, “Strengthening mechanism of Ti-W composites with heterogeneous microstructures,” Materials Research Letters. 2022. link Times cited: 2 Abstract: Heterogeneous Ti-W metal–metal composites were designed in t… read moreAbstract: Heterogeneous Ti-W metal–metal composites were designed in this study. The effects of W particles on microstructural evolution and strengthening mechanisms were investigated. There was slight diffusion between W particles and Ti matrix. After hot-and-cold rolling, the composites can form high-density hetero-structures. The heterogeneous composites exhibit a better strength-ductility combination, compared with the traditional titanium-matrix composites with uniformly distributed ceramic particles. The hetero-deformation-induced (HDI) strengthening was analyzed, and a new interface stress model was proposed to evaluate the HDI stress. The HDI stress values obtained from the new interface stress model agreed better with the experimental results than the traditional method. GRAPHICAL ABSTRACT IMPACT STATEMENT Heterogeneous Ti-W composites have a good strength-ductility combination due to strong HDI strengthening effect. A new interface stress model is proposed to evaluate the HDI stress based on residual plastic strain energy, leading to a more reasonable estimated result. read less USED (low confidence) F. Taherkhani and F. Taherkhani, “Ir nanocluster shape effects on melting, surface energy and scaling behavior of self-diffusion coefficient near melting temperature,” Computational Materials Science. 2022. link Times cited: 1 USED (low confidence) R. Khani, A. Zarei‐Hanzaki, A. Moshiri, H. Abedi, and S. Sohn, “Dynamic strain aging and twin formation during warm deformation of a novel medium-entropy lightweight steel,” Journal of Materials Research and Technology. 2022. link Times cited: 7 USED (low confidence) B. Grabowski and N. Zotov, “Thermally-activated dislocation mobility in bcc metals: An accelerated molecular dynamics study,” Computational Materials Science. 2021. link Times cited: 2 USED (low confidence) N. Zotov and B. Grabowski, “Molecular dynamics simulations of screw dislocation mobility in bcc Nb,” Modelling and Simulation in Materials Science and Engineering. 2021. link Times cited: 8 Abstract: The screw dislocation mobility in bcc Nb has been studied by… read moreAbstract: The screw dislocation mobility in bcc Nb has been studied by molecular dynamics (MD) simulations at different strain rates and temperatures using an embedded-atom method (EAM) potential. Static properties of the screw dislocation, as determined with the EAM potential, are in agreement with previous density-functional-theory calculations. The elementary slip plane of the screw dislocation remains (110) for all studied strain rates (in the range 6.3 × 107–6.3 × 109 s−1) and temperatures (5 to 550 K). However, the consecutive cross-slip on different symmetry-equivalent (110) planes leads to an effective glide on (112) planes. It is demonstrated that the screw dislocation trajectories, velocities and waviness of the screw dislocation depend on the crystallographic indices, (110) or (112), of the maximum resolved shear stress plane. The waiting time for the start of the screw dislocation motion increases exponentially with decreasing strain rate, substantiating the necessity to apply in future accelerated MD techniques in order to compare with macroscopic stress-strain experiments. read less USED (low confidence) J. Moon et al., “Unraveling the discontinuous plastic flow of a Co-Cr-Fe-Ni-Mo multiprincipal-element alloy at deep cryogenic temperatures,” Physical Review Materials. 2021. link Times cited: 15 Abstract: We report an analysis of the discontinuous plastic flow of a… read moreAbstract: We report an analysis of the discontinuous plastic flow of a multiprincipal-element alloy, ${\mathrm{Co}}_{17.5}{\mathrm{Cr}}_{12.5}{\mathrm{Fe}}_{55}{\mathrm{Ni}}_{10}{\mathrm{Mo}}_{5}$ (atomic percent, at. %), in the temperature range of 0.5--4.2 K showing serrated deformation curves. Using the analytical techniques, we studied the statistics of the stress drops associated with the unstable plastic flow. The analysis showed that the complexity and heterogeneity of a discontinuous plastic flow were reduced when the temperature was lowered. This behavior was associated with the effects of dynamic recovery and adiabatic heating on the dislocation-density evolution. read less USED (low confidence) L. Malerba et al., “Multiscale modelling for fusion and fission materials: the M4F project,” Nuclear Materials and Energy. 2021. link Times cited: 15 USED (low confidence) S. Starikov et al., “Angular-dependent interatomic potential for large-scale atomistic simulation of iron: Development and comprehensive comparison with existing interatomic models,” Physical Review Materials. 2021. link Times cited: 16 Abstract: The development of classical interatomic potential for iron … read moreAbstract: The development of classical interatomic potential for iron is a quite demanding task with a long history background. A new interatomic potential for simulation of iron was created with a focus on description of crystal defects properties. In contrast with previous studies, here the potential development was based on force-matching method that requires only ab initio data as reference values. To verify our model, we studied various features of body-centered-cubic iron including the properties of point defects (vacancy and self-interstitial atom), the Peierls energy barrier for dislocations (screw and mix types), and the formation energies of planar defects (surfaces, grain boundaries, and stacking fault). The verification also implies thorough comparison of a potential with 11 other interatomic potentials reported in literature. This potential correctly reproduces the largest number of iron characteristics which ensures its advantage and wider applicability range compared to the other considered classical potentials. Here application of the model is illustrated by estimation of self-diffusion coefficients and the calculation of fcc lattice properties at high temperature. read less USED (low confidence) H. Kim, N. Mathew, D. Luscher, and A. Hunter, “Phase field dislocation dynamics (PFDD) modeling of non-Schmid behavior in BCC metals informed by atomistic simulations,” Journal of the Mechanics and Physics of Solids. 2021. link Times cited: 8 USED (low confidence) W. Jian, S. Xu, and I. Beyerlein, “On the significance of model design in atomistic calculations of the Peierls stress in Nb,” Computational Materials Science. 2020. link Times cited: 15 USED (low confidence) X. Tang and Y.-F. Guo, “The engulfment of precipitate by extension twinning in Mg–Al alloy,” Scripta Materialia. 2020. link Times cited: 7 USED (low confidence) A. Moshiri, A. Zarei‐Hanzaki, A. Anoushe, H. R. Abedi, B. Mirshekari, and F. Berto, “Stress-relaxation viewpoint to study the room-temperature cyclic deformation behavior of a low-density steel,” International Journal of Fatigue. 2020. link Times cited: 10 USED (low confidence) A. Ghafarollahi and W. Curtin, “Theory of double-kink nucleation in dilute BCC alloys,” Acta Materialia. 2020. link Times cited: 17 USED (low confidence) D.-L. Zhu, W. Zhang, and Z. Ding, “Atomistic Simulation of Short Crack Growth in Correlation with Fatigue Indicator Parameter,” Journal of Aerospace Engineering. 2020. link Times cited: 1 Abstract: AbstractUnder time-varying extreme dynamic environmental con… read moreAbstract: AbstractUnder time-varying extreme dynamic environmental conditions, fatigue damage could gradually accumulate with increased stress cycles at critical details of steel or other metallic structures... read less USED (low confidence) S. Chandra, M. K. Samal, R. Kapoor, and V. Chavan, “Simulation of bicrystal deformation including grain boundary effects: Atomistic computations and crystal plasticity finite element analysis,” Computational Materials Science. 2020. link Times cited: 6 USED (low confidence) S. Starikov and V. Tseplyaev, “Two-scale simulation of plasticity in molybdenum: Combination of atomistic simulation and dislocation dynamics with non-linear mobility function,” Computational Materials Science. 2020. link Times cited: 9 USED (low confidence) S. Estravis, N. Vinha, C. G. Vegue, and S. Cuesta-López, “Materials Modelling Under Extreme Conditions In Nextower Project: Solar Receivers And Liquid Lead Thermal Storage,” 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe). 2020. link Times cited: 0 Abstract: NEXTOWER project is developing a set of innovative materials… read moreAbstract: NEXTOWER project is developing a set of innovative materials to boost the performance of atmospheric air-based concentrated solar power (CSP) systems in order to make them commercially viable. Main efforts are focused on the central receiver and the thermal storage device, which limitations determine the maximum working temperature and in-service overall durability. Computational materials modelling can help to gain a better understanding over these materials, detecting critical issues that can affect to their lifetime in CSP solutions. This paper presents the different approaches employed in the modelling of the materials of the two main components of the NEXTOWER project, the solar receivers and the thermal storage systems. The final objective of these models is to help in the estimation of the lifetime of the materials. Molecular and macroscale modelling approaches employed are described, together with some of the first results already obtained. read less USED (low confidence) E. Antillon, C. Woodward, S. Rao, B. Akdim, and T. Parthasarathy, “Chemical Short Range Order Strengthening in a Model FCC High Entropy Alloy,” Acta Materialia. 2020. link Times cited: 131 Abstract: In order to understand the role of chemical short-range orde… read moreAbstract: In order to understand the role of chemical short-range order on deformation mechanisms in FCC compositionally complex alloys, a random model alloy (Co30-Fe16.67-Ni36.67-Ti16.67) is annealed at various temperatures using Hybrid Molecular-dynamics/Monte-Carlo simulations. The simulations produce significant chemical short-range order (CSRO) that increases with decreasing annealing temperature. Annealing tends to homogenize regions of high enthalpy due to: (1) chemical species redistributing into more compact configurations, and (2) pairs of atoms forming chemical bonds that lower the overall energy of the system; the composition explored here shows significant amount of ordering in Ti-Fe pairs with respect to random distributions as described by pairwise (EAM) potentials due to Johnson and Zhou. An energy topology approach is used to assess the local strengthening behavior in random solid solutions and annealed systems, where an interesting interplay is observed between misfit components and chemical short-range order affecting the overall critical resolved shear stress. The role of short-range order on the critical yield stress is quantified and compared with current solid solution models. Finally, we propose and validate an extension to the Labusch-Varvenne class of high-concentration solid-solution analytic models that incorporates the effects of chemical short range order. read less USED (low confidence) B. Wu, Z. Bai, A. Misra, and Y. Fan, “Atomistic mechanism and probability determination of the cutting of Guinier-Preston zones by edge dislocations in dilute Al-Cu alloys,” Physical Review Materials. 2020. link Times cited: 12 Abstract: The interaction between a ${}^{1}/{}_{2}\left[\overline{1}10… read moreAbstract: The interaction between a ${}^{1}/{}_{2}\left[\overline{1}10\right]\left(111\right)$ edge dislocation and a (001) Guinier-Preston (GP) zone in dilute Al-Cu alloys is studied via atomistic modeling. In stark contrast to the previously reported Orowan looping mechanism where the GP zone remains intact after yield, we discover a competing mechanism where the dislocation cuts the GP zone into two pieces. We identify the key atomic process triggering the cutting mechanism and calculate its activation barrier at various strains. In further conjunction with the transition state theory, the occurrence probability of a trigger event is mapped out over a broad range of $T\text{---}\stackrel{\ifmmode \dot{}\else \.{}\fi{}}{\ensuremath{\varepsilon}}$ parameter space. The predictions of the so-constructed mechanism map are validated by parallel MD simulations. The implications of our findings regarding the discrepancies between the existing age hardening model and experiments are also discussed. read less USED (low confidence) Y. Sun, Y. Zhou, J. Han, M. Hu, B. Xu, and W. Liu, “Molecular dynamics simulations of the effect of dislocations on the thermal conductivity of iron,” Journal of Applied Physics. 2020. link Times cited: 11 Abstract: Phonons contribute an appreciable proportion of the thermal … read moreAbstract: Phonons contribute an appreciable proportion of the thermal conductivity of iron-based structural materials used in the nuclear industry. The decrease in thermal conductivity caused by defects such as dislocations will decrease the efficiency of nuclear reactors or lead to melting failure under transient heat flow. However, the phonon–dislocation scattering rate in iron is unknown, and the details of the scattering process have not been well studied. In this paper, the effect of dislocations on lattice thermal conductivity in pure iron is studied using molecular dynamics simulations. The temperature distribution in the neighborhood of the dislocation, the spectral heat flux, and the frequency-dependent phonon mean free paths are obtained. From a comparison with the results for a perfect crystal, we find that the dislocation can significantly decrease the lattice thermal conductivity. By using an average phonon group velocity, the phonon–dislocation scattering rate under a given dislocation density is obtained from the phonon mean free paths. Moreover, eigenmode analysis of a dislocation dipole model indicates that the phonons have a certain degree of localization, which reduces their ability to transport heat. Our study reveals the details of the phonon–dislocation scattering process and may help to interpret the reduced thermal conductivity caused by the dislocations that are generated during the service lives of iron-based structural materials.Phonons contribute an appreciable proportion of the thermal conductivity of iron-based structural materials used in the nuclear industry. The decrease in thermal conductivity caused by defects such as dislocations will decrease the efficiency of nuclear reactors or lead to melting failure under transient heat flow. However, the phonon–dislocation scattering rate in iron is unknown, and the details of the scattering process have not been well studied. In this paper, the effect of dislocations on lattice thermal conductivity in pure iron is studied using molecular dynamics simulations. The temperature distribution in the neighborhood of the dislocation, the spectral heat flux, and the frequency-dependent phonon mean free paths are obtained. From a comparison with the results for a perfect crystal, we find that the dislocation can significantly decrease the lattice thermal conductivity. By using an average phonon group velocity, the phonon–dislocation scattering rate under a given dislocation density is obta... read less USED (low confidence) S. Shinzato, M. Wakeda, and S. Ogata, “An atomistically informed kinetic Monte Carlo model for predicting solid solution strengthening of body-centered cubic alloys,” International Journal of Plasticity. 2019. link Times cited: 26 USED (low confidence) R. Li et al., “Controlling carbon-oxygen double bond and pseudographic structure in shaddock peel derived hard carbon for enhanced sodium storage properties,” Electrochimica Acta. 2019. link Times cited: 26 USED (low confidence) Y. Li, M. Boleininger, C. Robertson, L. Dupuy, and S. Dudarev, “Diffusion and interaction of prismatic dislocation loops simulated by stochastic discrete dislocation dynamics,” Physical Review Materials. 2019. link Times cited: 23 Abstract: Body-centered cubic metals and alloys irradiated by energeti… read moreAbstract: Body-centered cubic metals and alloys irradiated by energetic particles form highly mobile prismatic dislocation loops with a/2〈111〉-type Burgers vectors. We show how to simulate thermal diffusion of prismatic loops using a discrete dislocation dynamics approach that explicitly includes the stochastic forces associated with ambient thermal fluctuations. We find that the interplay between stochastic thermal forces and internal degrees of freedom of loops, in particular the reorientation of the loop habit planes, strongly influences the observed loop dynamics. The loops exhibit three fundamental types of reactions: coalescence, repulsion, and confinement by elastic forces. The confinement reactions are highly sensitive to the internal degrees of freedom of the loops. Depending on the orientation of the loop habit planes, the barrier to enter an elastically confined bound state is lowered substantially, whereas the lifetime of the bound state increases by many orders of magnitude. read less USED (low confidence) T. Suzudo, T. Onitsuka, and K. Fukumoto, “Analyzing the cross slip motion of screw dislocations at finite temperatures in body-centered-cubic metals: molecular statics and dynamics studies,” Modelling and Simulation in Materials Science and Engineering. 2019. link Times cited: 13 Abstract: The plasticity of body-centered-cubic metals at low temperat… read moreAbstract: The plasticity of body-centered-cubic metals at low temperatures is substantially determined by the screw-dislocation kinetics. Because the core of screw dislocations in these metals has a non-planar structure, its motion is complex. For example, although density functional theory predicts slip on a {110} plane, the actual slip plane at elevated temperatures differs from the prediction. In this work, we explored state-of-the-art atomistic modeling methods and successfully reproduced the transition of the slip plane through a temperature increase. We then devised an algorithm to analyze the activation of dislocation jump over the Peierls barrier and discovered a possible origin of this unexpected phenomenon: thermal fluctuation leads to the kink-pair nucleation for cross slip jumps with no transition of the dislocation core structure. read less USED (low confidence) Y.-H. Li et al., “Transition from Ductilizing to Hardening in Tungsten: The Dependence on Rhenium Distribution,” Materials Processing & Manufacturing eJournal. 2019. link Times cited: 23 USED (low confidence) K. Edagawa, Y. Kamimura, A. Iskandarov, Y. Umeno, and S. Takeuchi, “Peierls stresses estimated by a discretized Peierls–Nabarro model for a variety of crystals,” Materialia. 2019. link Times cited: 13 USED (low confidence) D. Caillard, “Geometry and kinetics of glide of screw dislocations in tungsten between 95K and 573K,” Acta Materialia. 2018. link Times cited: 37 USED (low confidence) Y. Fan and P. Cao, “Long Time-Scale Atomistic Modeling and Simulation of Deformation and Flow in Solids,” Handbook of Materials Modeling. 2018. link Times cited: 5 USED (low confidence) X. Zhao, C. Lu, A. K. Tieu, L. Zhan, L. Pei, and M. Huang, “Deformation mechanisms and slip-twin interactions in nanotwinned body-centered cubic iron by molecular dynamics simulations,” Computational Materials Science. 2018. link Times cited: 11 USED (low confidence) Y.-J. Hu et al., “Solute-induced solid-solution softening and hardening in bcc tungsten,” Acta Materialia. 2017. link Times cited: 85 USED (low confidence) S. Saroukhani and D. Warner, “Investigating dislocation motion through a field of solutes with atomistic simulations and reaction rate theory,” Acta Materialia. 2017. link Times cited: 25 USED (low confidence) R. Dikken, B. Thijsse, and L. Nicola, “Impingement of edge dislocations on atomically rough contacts,” Computational Materials Science. 2017. link Times cited: 5 USED (low confidence) R. Kositski, O. Kovalenko, S.-W. Lee, J. Greer, E. Rabkin, and D. Mordehai, “Cross-Split of Dislocations: An Athermal and Rapid Plasticity Mechanism,” Scientific Reports. 2016. link Times cited: 20 USED (low confidence) H. Wen and C. Woo, “Quantum statistics in the spin-lattice dynamics simulation of formation and migration of mono-vacancy in BCC iron,” Journal of Nuclear Materials. 2016. link Times cited: 14 USED (low confidence) J. Dérès, L. Proville, and M. Marinica, “Dislocation depinning from nano-sized irradiation defects in a bcc iron model,” Acta Materialia. 2015. link Times cited: 23 USED (low confidence) R. Kositski and D. Mordehai, “Depinning-controlled plastic deformation during nanoindentation of BCC iron thin films and nanoparticles,” Acta Materialia. 2015. link Times cited: 23 USED (low confidence) L. Pizzagalli, “Stability and mobility of screw dislocations in 4H, 2H and 3C silicon carbide,” Acta Materialia. 2014. link Times cited: 46 USED (low confidence) D. Terentyev and F. Gao, “Blunting of a brittle crack at grain boundaries: An atomistic study in BCC Iron,” Materials Science and Engineering A-structural Materials Properties Microstructure and Processing. 2013. link Times cited: 32 USED (low confidence) M. Itakura, H. Kaburaki, M. Yamaguchi, and T. Okita, “The effect of Hydrogen atom on the Screw Dislocation Mobility in BCC Iron: A First-Principles Study,” arXiv: Materials Science. 2013. link Times cited: 103 USED (low confidence) S. Rao, A. Venkateswaran, and M. Letherwood, “Molecular statics and molecular dynamics simulations of the critical stress for motion of a /3 〈112¯0〉 screw dislocations in α-Ti at low temperatures using a modified embedded atom method potential,” Acta Materialia. 2013. link Times cited: 18 USED (low confidence) T. Swinburne, “Properties of Coarse Grained Dislocations.” 2015. link Times cited: 0 NOT USED (low confidence) T. Liang and H. Xu, “Saddle point search with dynamic active volume,” Computational Materials Science. 2023. link Times cited: 0 NOT USED (low confidence) A. Zhong, C. Lapointe, A. Goryaeva, J. Baima, M. Athènes, and M. Marinica, “Anharmonic thermo-elasticity of tungsten from accelerated Bayesian adaptive biasing force calculations with data-driven force fields,” Physical Review Materials. 2023. link Times cited: 1 NOT USED (low confidence) X. Wang, Y. Wang, W. Cai, and H. Xu, “Discovery of multimechanisms of screw dislocation interaction in bcc iron from open-ended saddle point searches,” Physical Review Materials. 2022. link Times cited: 0 Abstract: Dislocation motion and interactions determine mechanical pro… read moreAbstract: Dislocation motion and interactions determine mechanical properties in body-centered cubic (bcc) metallic materials. However, studying mechanisms for the screw dislocation interaction is fundamentally challenging since many underlying processes involve mesotimescales and atomistic resolution, currently inaccessible by either experimental techniques or continuum theoretical methods. In this paper, we develop a computational capability based on self-evolving atomistic kinetic Monte Carlo (SEAKMC) to sample the critical events and saddle point energies related to screw dislocations and their junctions. The method is first validated by calculating the stress dependence of Peierls barriers and formation energies of kink pairs and cross-slip kink pairs on a single screw dislocation in bcc iron. Then the method is applied to a binary junction of a pair of intersecting screw dislocations, the structure of which is crucial for low-temperature plastic deformation. We identify three important mechanisms: coplanar cross-slipping , jog-pinning, and a previously unknown unzipping mechanism during the evolution of the binary junction. The mechanisms are then further validated using classical molecular dynamics simulations. The computational capability developed in this paper provides an effective tool to evaluate screw dislocation related thermally activated events in complex stress conditions. The mechanisms discovered in this paper provide critical insights into temperature dependence of the anomalous slip, a breakdown of the Schmidt law, during the plastic deformation in bcc iron and can be generalized to other bcc metals. DOI: 10.1103/PhysRevMaterials.6.123602 read less NOT USED (low confidence) S. S. M. N. Souq, F. A. Ghasemi, and M. M. S. Fakhrabadi, “Performance of different traditional and machine learning-based atomistic potential functions in the simulation of mechanical behavior of Fe nanowires,” Computational Materials Science. 2022. link Times cited: 0 NOT USED (low confidence) R. Barik, A. Ghosh, and D. Chakrabarti, “Fundamental insights on ductile to brittle transition phenomenon in ferritic steel,” Materialia. 2022. link Times cited: 3 NOT USED (low confidence) Y. Lei et al., “An Embedded-Atom Method Potential for studying the properties of Fe-Pb solid-liquid interface,” Journal of Nuclear Materials. 2022. link Times cited: 1 NOT USED (low confidence) A. Allera, F. Ribeiro, M. Perez, and D. Rodney, “Carbon-induced strengthening of bcc iron at the atomic scale,” Physical Review Materials. 2022. link Times cited: 6 NOT USED (low confidence) Y.-H. Li, H.-B. Zhou, F. Gao, G. Lu, G. Lu, and F. Liu, “Hydrogen induced dislocation core reconstruction in bcc tungsten,” Acta Materialia. 2022. link Times cited: 13 NOT USED (low confidence) Z. Wu, R. Wang, L. Zhu, S. Pattamatta, and D. Srolov, “Revealing and Controlling the Core of Screw Dislocations in BCC Metals.” 2021. link Times cited: 0 Abstract:
Body-centred-cubic (BCC) transition metals (TMs) tend to b… read moreAbstract:
Body-centred-cubic (BCC) transition metals (TMs) tend to be brittle at low temperatures, posing significant challenges in their processing and major concerns for damage tolerance in critical load-carrying applications. The brittleness is largely dictated by the screw dislocation core structure; the nature and control of which has remained a puzzle for nearly a century. Here, we introduce a universal model and a physics-based material index χ that guides the manipulation of dislocation core structure in all pure BCC metals and alloys. We show that the core structure, commonly classified as degenerate (D) or non-degenerate (ND), is governed by the energy difference between BCC and face-centred cubic (FCC) structures and χ robustly captures this key quantity. For BCC TMs alloys, the core structure transition from ND to D occurs when χ drops below a threshold, as seen in atomistic simulations based on nearly all extant interatomic potentials and density functional theory (DFT) calculations of W-Re/Ta alloys. In binary W-TMs alloys, DFT calculations show that χ is related to the valence electron concentration at low to moderate solute concentrations, and can be controlled via alloying. χ can be quantitatively and efficiently predicted via rapid, low-cost DFT calculations for any BCC metal alloys, providing a robust, easily applied tool for the design of ductile and tough BCC alloys. read less NOT USED (low confidence) A. Ghafarollahi and W. Curtin, “Theory of kink migration in dilute BCC alloys,” Acta Materialia. 2021. link Times cited: 8 NOT USED (low confidence) X. Wang, S. Xu, W. Jian, X.-G. Li, Y. Su, and I. Beyerlein, “Generalized stacking fault energies and Peierls stresses in refractory body-centered cubic metals from machine learning-based interatomic potentials,” Computational Materials Science. 2021. link Times cited: 30 NOT USED (low confidence) R. Alexander et al., “Interatomic potentials for irradiation-induced defects in iron,” Journal of Nuclear Materials. 2020. link Times cited: 13 NOT USED (low confidence) Y. Zhou et al., “In-situ template cooperated with thiourea to prepare oxygen/nitrogen co-doped porous carbons with adjustable pore structure for supercapacitors,” Renewable Energy. 2020. link Times cited: 28 NOT USED (low confidence) J. Yang, Z. Zhang, W. Pang, H. Chen, and G. Yan, “Graphene oxide based fluorescence super-quencher@QDs composite aptasensor for detection of Ricin B-chain,” Sensors and Actuators B-chemical. 2019. link Times cited: 12 NOT USED (low confidence) K. Li et al., “Determination of the accuracy and reliability of molecular dynamics simulations in estimating the melting point of iron: Roles of interaction potentials and initial system configurations,” Journal of Molecular Liquids. 2019. link Times cited: 8 NOT USED (low confidence) K. Pradeeswari, A. Venkatesan, P. Pandi, K. Karthik, K. H. Krishna, and R. M. Kumar, “Study on the electrochemical performance of ZnO nanoparticles synthesized via non-aqueous sol-gel route for supercapacitor applications,” Materials Research Express. 2019. link Times cited: 32 Abstract: Pure zinc oxide (ZnO) nanoparticles have been synthesized by… read moreAbstract: Pure zinc oxide (ZnO) nanoparticles have been synthesized by non-aqueous sol-gel route and electrochemical properties were studied for pseudocapacitor applications. The structural, morphological and functional studies were done by XRD, SEM and FTIR respectively. The results showed that the synthesized nanoparticles have good crystallinity, phase pure hexagonal wurtzite structure with highly dispersed nanoparticles with crystallite size about 85 nm. UV–vis DRS spectroscopy results depict that the absorption wavelength gets red shifted. The electrochemical analysis was carried out in three electrode system with the potential window from −0.4 to +0.6 V under 3M KOH aqueous electrolyte. The calculated specific capacitance is very much high about 776 F g−1 at 4 A g−1 current density with 98% capacity retention upto 2500 cycles. Electrochemical impedance spectrum exhibited low ESR value revealed the fast charge transfer kinetics with superior electrical conductivity. These enhanced electrochemical performance highlight the potential of ZnO electrode for the development of supercapacitor applications. read less NOT USED (low confidence) P. Jiang, W. Deng, X. Zhou, J. Feng, and Z. Liu, “Vapor-assisted synthesis of hierarchical porous graphitic carbon materials towards energy storage devices,” Journal of Power Sources. 2019. link Times cited: 18 NOT USED (low confidence) P. Saren, A. Adhikari, S. Khan, and G. C. Nayak, “Self-assembled GNS wrapped flower-like MnCo2O4 nanostructures for supercapacitor application,” Journal of Solid State Chemistry. 2019. link Times cited: 31 NOT USED (low confidence) K. Edagawa, Y. Kamimura, A. Iskandarov, Y. Umeno, and S. Takeuchi, “A Discretized Peierls-Nabarro Model: Its Application to Peierls Stresses of Dislocations in a Variety of Crystals,” MatSciRN: Computational Studies of Inorganic & Organic Materials (Topic). 2018. link Times cited: 0 Abstract: We have computed Peierls stresses of dislocations in a varie… read moreAbstract: We have computed Peierls stresses of dislocations in a variety of crystals by applying a new discretized Peierls-Nabarro model (D-PN model) of the dislocation using the calculated ab-initio γ-surface. In the D-PN model, the disregistry distribution of atomic-row pairs facing at the glide plane is determined by the balance between the restoring stress due to the disregistry and the internal stress by an array of small dislocations placed at every intermediate position of atomic-row pairs, instead of continuous distribution of infinitesimal dislocations in the original PN model. Peierls stresses have been obtained by applying the shear stress to the model under which the structure is allowed to relax. The calculated Peierls stresses are largely reduced compared with those previously obtained by the original PN model (Y. Kamimura et al., Acta Mater. 148 (2018) 355-362), although the dislocation widths of the two models are almost the same. They have a good correlation with those experimentally estimated by Y. Kamimura et al. (Acta Mater. 61 (2013) 294-306) except for some very soft crystals, though the calculated Peierls stresses are generally still larger than those of experiments by a few factor. read less NOT USED (low confidence) P. Tian et al., “Preparation of S/N co-doped graphene through a self-generated high gas pressure for high rate supercapacitor,” Applied Surface Science. 2018. link Times cited: 44 NOT USED (low confidence) Z. Pei and G. M. Stocks, “Origin of the sensitivity in modeling the glide behaviour of dislocations,” International Journal of Plasticity. 2018. link Times cited: 11 NOT USED (low confidence) X. Wang, L. Zhong, and S. Mao, “Advances in understanding atomic-scale deformation of small-sized face-centered cubic metals with in situ transmission electron microscopy,” Materials Today Nano. 2018. link Times cited: 9 NOT USED (low confidence) Z.-Y. Hu et al., “Investigation on the microstructure, room and high temperature mechanical behaviors and strengthening mechanisms of the (TiB+TiC)/TC4 composites,” Journal of Alloys and Compounds. 2017. link Times cited: 71 NOT USED (low confidence) Y. Cheng, Q. Zhang, C. Fang, J. Chen, S. Guo, and X. Che, “Controllable morphologies and electrochemical properties of graphitizing MCMB-based hybrids with nanostructure via a simple chemical vapor deposition method,” Journal of Alloys and Compounds. 2017. link Times cited: 5 NOT USED (low confidence) L. Rigutti et al., “Optical Contactless Measurement of Electric Field-Induced Tensile Stress in Diamond Nanoscale Needles.,” Nano letters. 2017. link Times cited: 19 Abstract: The application of a high electrostatic field at the apex of… read moreAbstract: The application of a high electrostatic field at the apex of monocrystalline diamond nanoscale needles induces an energy splitting of the photoluminescence lines of color centers. In particular, the splitting of the zero-phonon line of the neutral nitrogen-vacancy complex (NV0) has been studied within a laser-assisted tomographic atom probe equipped with an in situ microphotoluminescence bench. The measured quadratic dependence of the energy splitting on the applied voltage corresponds to the stress generated on the metal-like apex surface by the electrostatic field. Tensile stress up to 7 GPa has thus been measured in the proximity of the needle apex. Furthermore, the stress scales along the needle shank inversely proportionally to its axial cross section. We demonstrate thus a method for contactless piezo-spectroscopy of nanoscale systems by electrostatic field regulation for the study of their mechanical properties. These results also provide an experimental confirmation to the models of dielectrics surface metallization under high electrostatic field. read less NOT USED (low confidence) W. Li et al., “Controlled synthesis of macroscopic three-dimensional hollow reticulate hard carbon as long-life anode materials for Na-ion batteries,” Journal of Alloys and Compounds. 2017. link Times cited: 46 NOT USED (low confidence) P.-W. Xiao, Q. Meng, L. Zhao, J.-J. Li, Z.-X. Wei, and B.-hang Han, “Biomass-derived flexible porous carbon materials and their applications in supercapacitor and gas adsorption,” Materials & Design. 2017. link Times cited: 100 NOT USED (low confidence) Y. A. Khon and P. P. Kaminskii, “Quantum effect on the nucleation of plastic deformation carriers and destruction in crystals.” 2015. link Times cited: 0 Abstract: New concepts on the irreversible crystal deformation as a st… read moreAbstract: New concepts on the irreversible crystal deformation as a structure transformation caused by a change in interatomic interactions at fluctuations of the electron density under loading are described. The change in interatomic interactions lead to the excitation of dynamical displacements of atoms. A model and a theory of a deformable pristine crystal taking into account the excitation of thermally activated and dynamical displacements of atoms are suggested. New mechanisms of the nucleation of plastic deformation carriers and destruction in pristine crystals at the real value of the deforming stress are studied. read less NOT USED (low confidence) S. Dai, Y. Xi, C. Hu, X. Yue, L. Cheng, and G. Wang, “MnO2@KCu7S4 NWs hybrid compositions for high-power all-solid-state supercapacitor,” Journal of Power Sources. 2015. link Times cited: 30 NOT USED (low confidence) G.-D. Lee, E. Yoon, K. He, A. Robertson, and J. Warner, “Detailed formation processes of stable dislocations in graphene.,” Nanoscale. 2014. link Times cited: 24 Abstract: We use time-dependent HRTEM to reveal that stable dislocatio… read moreAbstract: We use time-dependent HRTEM to reveal that stable dislocation pairs in graphene are formed from an initial complex multi-vacancy cluster that undergoes multiple bond rotations and adatom incorporation. In the process, it is found that the transformation from the formed complex multi-vacancy cluster can proceed without the increase of vacancy because many atoms and dimers are not only evaporated but also actively adsorbed. In tight-binding molecular dynamics simulations, it is confirmed that adatoms play an important role in the reconstruction of non-hexagonal rings into hexagonal rings. From density functional theory calculations, it is also found from simulations that there is a favorable distance between two dislocations pointing away from each other (i.e. formed from atom loss). For dislocation pairs pointing away from each other, the hillock-basin structure is more stable than the hillock-hillock structure for dislocation pairs pointing away from each other (i.e. formed from atom loss). read less NOT USED (low confidence) D. Caillard, “A TEM in situ study of alloying effects in iron. I—Solid solution softening caused by low concentrations of Ni, Si and Cr,” Acta Materialia. 2013. link Times cited: 23 NOT USED (low confidence) S. Tong et al., “Lead lanthanum zirconate titanate ceramic thin films for energy storage.,” ACS applied materials & interfaces. 2013. link Times cited: 180 Abstract: An acetic-acid-based sol-gel method was used to deposit lead… read moreAbstract: An acetic-acid-based sol-gel method was used to deposit lead lanthanum zirconate titanate (PLZT, 8/52/48) thin films on either platinized silicon (Pt/Si) or nickel buffered by a lanthanum nickel oxide buffer layer (LNO/Ni). X-ray diffraction and scanning electron microscopy of the samples revealed that dense polycrystalline PLZT thin films formed without apparent defects or secondary phases. The dielectric breakdown strength was greater in PLZT thin films deposited on LNO/Ni compared with those on Pt/Si, leading to better energy storage. Finally, optimized dielectric properties were determined for a 3-μm-thick PLZT/LNO/Ni capacitor for energy storage purposes: DC dielectric breakdown strength of ∼1.6 MV/cm (480 V), energy density of ∼22 J/cc, energy storage efficiency of ∼77%, and permittivity of ∼1100. These values are very stable from room temperature to 150 °C, indicating that cost-effective, volumetrically efficient capacitors can be fabricated for high-power energy storage. read less NOT USED (low confidence) L. Rigutti, “In-situ optical spectroscopy within an atom probe.” 2020. link Times cited: 0 NOT USED (low confidence) L. Proville and D. Rodney, “Modeling the Thermally Activated Mobility of Dislocations at the Atomic Scale,” Handbook of Materials Modeling. 2020. link Times cited: 5 NOT USED (low confidence) J. Crocombette and F. Willaime, “Ab Initio Electronic Structure Calculations for Nuclear Materials,” Comprehensive Nuclear Materials. 2020. link Times cited: 11 NOT USED (low confidence) G. Ackland and G. Bonny, “Interatomic Potential Development,” Comprehensive Nuclear Materials. 2020. link Times cited: 4 NOT USED (low confidence) Y. G. Osetsky and D. Rodney, “Atomic-Level Dislocation Dynamics in Irradiated Metals,” Comprehensive Nuclear Materials. 2020. link Times cited: 8 NOT USED (low confidence) J. J. Möller and E. Bitzek, “Atomic-scale modeling of elementary processes during the fatigue of metallic materials: from crack initiation to crack-microstructure interactions.” 2018. link Times cited: 1 NOT USED (low confidence) E. W. Mielke, “Einstein–Cartan Theory.” 2017. link Times cited: 0 NOT USED (low confidence) D. Caillard, “On the stress discrepancy at low-temperatures in pure iron,” Acta Materialia. 2014. link Times cited: 15 NOT USED (low confidence) L. Li, K. H. Seng, H. Liu, I. Nevirkovets, and Z. Guo, “Synthesis of Mn3O4-anchored graphene sheet nanocomposites via a facile, fast microwave hydrothermal method and their supercapacitive behavior,” Electrochimica Acta. 2013. link Times cited: 97 NOT USED (high confidence) B. Waters, D. S. Karls, I. Nikiforov, R. Elliott, E. Tadmor, and B. Runnels, “Automated determination of grain boundary energy and potential-dependence using the OpenKIM framework,” Computational Materials Science. 2022. link Times cited: 5 NOT USED (high confidence) M. de Koning and W. Cai, “Dislocation-position fluctuations in solid 4He as collective variables in a quantum crystal,” npj Quantum Materials. 2022. link Times cited: 0 NOT USED (high confidence) C. Lapointe, T. Swinburne, L. Proville, C. Becquart, N. Mousseau, and M. Marinica, “Machine learning surrogate models for strain-dependent vibrational properties and migration rates of point defects,” Physical Review Materials. 2022. link Times cited: 2 NOT USED (high confidence) B. Bienvenu, L. Dezerald, D. Rodney, and E. Clouet, “Ab initio informed yield criterion across body-centered cubic transition metals,” Acta Materialia. 2022. link Times cited: 6 NOT USED (high confidence) X. Wang, Y. Wang, L. Zhang, F. Dai, and H. Wang, “A tungsten deep neural-network potential for simulating mechanical property degradation under fusion service environment,” Nuclear Fusion. 2021. link Times cited: 14 Abstract: Tungsten is a promising candidate material in fusion energy … read moreAbstract: Tungsten is a promising candidate material in fusion energy facilities. Molecular dynamics (MD) simulations reveal the atomistic scale mechanisms, so they are crucial for the understanding of the macroscopic property deterioration of tungsten under harsh and complex service environments. The interatomic potential used in the MD simulations is required to accurately describe a wide spectrum of relevant defect properties, which is by far challenging to the existing interatomic potentials. In this paper, we propose a new three-body embedding descriptor and hybridize it into the deep-potential (DP) framework, an end-to-end deep learning interatomic potential model. The potential model for tungsten, named DP-HYB, is trained with a database constructed by the concurrent learning method. The DP-HYB model is able to accurately predict elastic constants, stacking fault energy, the formation energies of free surfaces, and point defects, which are considered in the training dataset. It also accurately evaluates the formation energies of grain boundaries and prismatic loops, the core structure of screw dislocation, the Peierls barrier, and the transition path of the screw dislocation migration, which do not explicitly present in the training dataset. The DP-HYB is a good candidate for the atomistic simulations of tungsten property deterioration, especially those involving the mechanical property degradation under the harsh fusion service environment. read less NOT USED (high confidence) A. Goryaeva et al., “Efficient and transferable machine learning potentials for the simulation of crystal defects in bcc Fe and W,” Physical Review Materials. 2021. link Times cited: 20 NOT USED (high confidence) J. Amodeo and L. Pizzagalli, “Modeling the mechanical properties of nanoparticles: a review,” Comptes Rendus Physique. 2021. link Times cited: 18 Abstract: Nanoparticles are commonly used in various fields of applica… read moreAbstract: Nanoparticles are commonly used in various fields of applications such as electronics, catalysis or engineering where they can be subjected to a certain amount of stress leading to structural instabilities or irreversible damages. In contrast with bulk materials, nanoparticles can sustain extremely high stresses (in the GPa range) and ductility, even in the case of originally brittle materials. This review article focuses on the modeling of the mechanical properties of nanoparticles, with an emphasis on elementary deformation processes. Various simulation methods are described, from classical molecular dynamics calculations, the best suited method when applied to the modeling the mechanics of nanoparticles, to dislocation dynamics based hybrid methodologies. We detail the mechanical behaviour of nanoparticles for a large array of material classes (metals, semi-conductors, ceramics, etc.), as well as their deformation processes. Regular crystalline nanoparticles are addressed, as well as more complex systems such as nanoporous or core-shell particles. In addition to the exhaustive review on the recent works published on the topic, challenges and future trends are proposed, providing solid foundations for forthcoming investigations. read less NOT USED (high confidence) E. Clouet, B. Bienvenu, L. Dezerald, and D. Rodney, “Screw dislocations in BCC transition metals: from ab initio modeling to yield criterion,” Comptes Rendus. Physique. 2021. link Times cited: 19 Abstract: We show here how density functional theory calculations can … read moreAbstract: We show here how density functional theory calculations can be used to predict the temperatureand orientation-dependence of the yield stress of body-centered cubic (BCC) metals in the thermallyactivated regime where plasticity is governed by the glide of screw dislocations with a 1/2 Burgers vector. Our numerical model incorporates non-Schmid effects, both the twinning/antitwinning asymmetry and non-glide effects, characterized through ab initio calculations on straight dislocations. The model uses the stress-dependence of the kink-pair nucleation enthalpy predicted by a line tension model also fully parameterized on ab initio calculations. The methodology is illustrated here on BCC tungsten but is applicable to all BCC metals. Comparison with experimental data allows to highlight both the successes and remaining limitations of our modeling approach. read less NOT USED (high confidence) haobo Suna and L. K. B’eland, “A molecular dynamics study of path-dependent grain boundary properties in nanocrystals prepared using different methods,” Scripta Materialia. 2021. link Times cited: 7 NOT USED (high confidence) S. Mahendran, P. Carrez, and P. Cordier, “The core structure of screw dislocations with [001] Burgers vector in Mg 2 SiO 4 olivine,” Comptes Rendus Physique. 2021. link Times cited: 1 Abstract: In this study, we report atomistic calculations of the core … read moreAbstract: In this study, we report atomistic calculations of the core structure of screw dislocations with [001] Burgers vector in Mg2SiO4 olivine. Computations based on the THB1 empirical potential set for olivine show that the stable core configurations of the screw dislocations correspond to a dissociation in {110} planes involving collinear partial dislocations. As a consequence, glide appears to be favorable in {110} planes at low temperature. This study also highlights the difference between dislocation glide mechanism in {110} versus (010) or (100) for which glide is expected to occur through a locking–unlocking mechanism. Résumé. Dans cette étude, nous présentons les résultats de calculs atomiques de la structure de coeur de la dislocation vis de vecteur de Burgers [001] dans l’olivine (Mg,Fe)2SiO4. Nos simulations, reposant sur l’utilisation du potentiel semi-empirique THB1, montrent que la configuration stable de la dislocation vis correspond à une structure de coeur dissociée dans les plans {110}. A basse température, le glissement des dislocations de vecteur de Burgers [001] dans les plans {110} de l’olivine est donc favorisé. read less NOT USED (high confidence) A. Goryaeva, C. Lapointe, C. Dai, J. Dérès, J. Maillet, and M. Marinica, “Reinforcing materials modelling by encoding the structures of defects in crystalline solids into distortion scores,” Nature Communications. 2020. link Times cited: 27 NOT USED (high confidence) C. Lapointe et al., “Machine learning surrogate models for prediction of point defect vibrational entropy,” Physical Review Materials. 2020. link Times cited: 5 Abstract: The temperature variation of the defect densities in a cryst… read moreAbstract: The temperature variation of the defect densities in a crystal depends on vibrational entropy. This contribution to the system thermodynamics remains computationally challenging as it requires a diagonalization of the system's Hessian which scales as $O({N}^{3})$ for a crystal made of $N$ atoms. Here, to circumvent such a heavy computational task and make it feasible even for systems containing millions of atoms, the harmonic vibrational entropy of point defects is estimated directly from the relaxed atomic positions through a linear-in-descriptor machine learning approach of order $O(N)$. With a size-independent descriptor dimension and fixed model parameters, an excellent predictive power is demonstrated on a wide range of defect configurations, supercell sizes, and external deformations well outside the training database. In particular, formation entropies in a range of $250{k}_{B}$ are predicted with less than $1.6{k}_{B}$ error from a training database whose formation entropies span only $25{k}_{B}$ (training error less than $1.0{k}_{B}$). This exceptional transferability is found to hold even when the training is limited to a low-energy superbasin in the phase space while the tests are performed for a different liquid-like superbasin at higher energies. read less NOT USED (high confidence) R. Meyer et al., “Vibrational and magnetic signatures of extended defects in Fe,” The European Physical Journal B. 2020. link Times cited: 5 NOT USED (high confidence) “Impulsive generation of 〈100〉 dislocation loops in BCC iron,” Modelling and Simulation in Materials Science and Engineering. 2020. link Times cited: 2 Abstract: The conditions for the formation of 〈100〉 dislocation loops … read moreAbstract: The conditions for the formation of 〈100〉 dislocation loops in body-centered cubic (BCC) iron were investigated via molecular dynamics simulations using a simplified model intended to mimic conditions in high energy collision cascades, focusing on the possible coherent displacement of atoms at the boundary of a subcascade. We report on the formation of 〈100〉 dislocation loops due to the fast displacement of a few hundred atoms with a coherent acceleration, in agreement with previous results for much larger cascade simulations. We analyze in detail the resulting atomic velocities and pressures, and find that they cannot be described within the usual formalism for a shock regime, since the pressure pulse only lasts less than 1 ps and does not match expected values from a Hugoniot shock. Our simulations include two interatomic potentials: Mendelev, which is extensively used for radiation damage simulations, and Ackland, which has been used for shock simulations because it can reproduce the experimentally observed transition from BCC to hexagonal close-packed structure at around 25 GPa, at high deformation rates. They both show similar evolution of defects, also indicating departure from a shock regime which is extremely different for these potentials. read less NOT USED (high confidence) Y. A. Khon and H. Zapolsky, “Dynamic Atomic Displacements and Athermal Dislocation Glide in Crystals,” Physics of the Solid State. 2020. link Times cited: 0 NOT USED (high confidence) K. Arakawa et al., “Quantum de-trapping and transport of heavy defects in tungsten,” Nature Materials. 2020. link Times cited: 21 NOT USED (high confidence) S. Yin, J. Ding, M. Asta, and R. Ritchie, “Ab initio modeling of the energy landscape for screw dislocations in body-centered cubic high-entropy alloys,” npj Computational Materials. 2019. link Times cited: 55 NOT USED (high confidence) X.-G. Li, C. Chen, H. Zheng, Y. Zuo, and S. Ong, “Complex strengthening mechanisms in the NbMoTaW multi-principal element alloy,” npj Computational Materials. 2019. link Times cited: 114 NOT USED (high confidence) A. Kraych, E. Clouet, L. Dezerald, L. Ventelon, F. Willaime, and D. Rodney, “Non-glide effects and dislocation core fields in BCC metals,” npj Computational Materials. 2019. link Times cited: 32 NOT USED (high confidence) Y. Wang, X. Wang, Q. Li, B. Xu, and W. Liu, “Atomistic simulations of carbon effect on kink-pair energetics of bcc iron screw dislocations,” Journal of Materials Science. 2019. link Times cited: 5 NOT USED (high confidence) S. M. Handrigan, L. Morrissey, and S. Nakhla, “Investigating various many-body force fields for their ability to predict reduction in elastic modulus due to vacancies using molecular dynamics simulations,” Molecular Simulation. 2019. link Times cited: 6 Abstract: ABSTRACT Molecular dynamics simulations are more frequently … read moreAbstract: ABSTRACT Molecular dynamics simulations are more frequently being utilised to predict macroscale mechanical properties as a result of atomistic defects. However, the interatomic force field can significantly affect the resulting mechanical properties. While several studies exist which demonstrate the ability of various force fields to predict mechanical properties, the investigation into which is most accurate for the investigation of vacancies is limited. To obtain meaningful predictions of mechanical properties, a clear understanding of force field parameterisation is required. As such, the current study evaluates various many-body force fields to demonstrate the reduction in mechanical properties of iron and iron–chromium due to the presence of vacancies while undergoing room temperature atomistic uniaxial tension. Reduction was normalised in each case with the zero-vacancy elastic modulus, removing the need to predict an accurate nominal elastic modulus. Comparisons were made to experimental data and an empirical model from literature. It was demonstrated that accurate fitting to vacancy formation and migration energy allowed for accurate predictions. In addition, bond-order based force fields showed enhanced predictions regardless of fitting procedure. Overall, these findings highlight the need to understand capabilities and limitations of available force fields, as well as the need for enhanced parameterisation of force fields. read less NOT USED (high confidence) L. Morrissey, S. M. Handrigan, S. Subedi, and S. Nakhla, “Atomistic uniaxial tension tests: investigating various many-body potentials for their ability to produce accurate stress strain curves using molecular dynamics simulations,” Molecular Simulation. 2019. link Times cited: 13 Abstract: ABSTRACT Molecular dynamics simulations, which take place on… read moreAbstract: ABSTRACT Molecular dynamics simulations, which take place on the atomistic scale, are now being used to predict the influence of atomistic processes on macro-scale mechanical properties. However, there is a lack of clear understanding on which potential should be used when attempting to obtain these properties. Moreover, many MD studies that do test mechanical properties do not actually simulate the macro-scale laboratory tension tests used to obtain them. As such, the purpose of the current study was to evaluate the various types of potentials for their accuracy in predicting the mechanical properties of iron from an atomistic uniaxial tension test at room temperature. Results demonstrated that while EAM and MEAM potentials all under predicted the elastic modulus at room temperature, the Tersoff and ReaxFF potentials were significantly more accurate. Unlike EAM and MEAM, both the Tersoff and ReaxFF potentials are bond order based. Therefore, these results demonstrate the importance of considering bonding between atoms when modelling tensile tests. In addition, the ReaxFF potential also accurately predicted the Poisson's ratio, allowing for complete characterisation of the material's behaviour. Overall, these findings highlight the need to understand the capabilities and limitations of each potential before application to a problem outside of the initial intended use. read less NOT USED (high confidence) M. Zhang et al., “A phenolic resin-assisted strategy for MOF-derived hierarchical Co/N-doped carbon rhombic dodecahedra for electrocatalysis,” Journal of Materials Chemistry A. 2019. link Times cited: 37 Abstract: The possible synergistic mechanisms for enhancing the ORR pe… read moreAbstract: The possible synergistic mechanisms for enhancing the ORR performance of 1.0-HZPC-8. read less NOT USED (high confidence) F. Maresca, D. Dragoni, G. Csányi, N. Marzari, and W. Curtin, “Screw dislocation structure and mobility in body centered cubic Fe predicted by a Gaussian Approximation Potential,” npj Computational Materials. 2018. link Times cited: 68 NOT USED (high confidence) M. Khan, A. Pal, and C. Picu, “Dislocation mobility and critical stresses at finite temperatures in molecular crystal cyclotetramethylene tetranitramine (β-HMX),” Modelling and Simulation in Materials Science and Engineering. 2018. link Times cited: 15 Abstract: Cyclotetramethylene tetranitramine (HMX) is an energetic mat… read moreAbstract: Cyclotetramethylene tetranitramine (HMX) is an energetic material commonly found in plastic bonded explosives. Its crystallographic sensitivity to initiation and detonation has been linked to plastic slip in the various crystalline planes; shock directions which cannot accommodate substantial crystalline slip are expected to be more sensitive. In this work, we carry out constant stress-constant temperature molecular dynamics simulations of the motion of dislocations and characterize their behavior in the two most probable slip planes, (101) and (011), of this crystal. We evaluate critical thresholds for activating steady-state dislocation motion and the associated dislocation mobilities at various temperatures below 400 K. This information can be used to develop and calibrate larger scale models of plastic deformation in this material. read less NOT USED (high confidence) A. Soulié, F. Bruneval, M. Marinica, S. Murphy, and J. Crocombette, “Influence of vibrational entropy on the concentrations of oxygen interstitial clusters and uranium vacancies in nonstoichiometric
UO2,” Physical Review Materials. 2018. link Times cited: 13 Abstract: We combine density functional theory (DFT) formation energie… read moreAbstract: We combine density functional theory (DFT) formation energies and empirical potential calculations of vibrational free energies to calculate the free energies of formation of point defects and clusters of oxygen interstitials, and use a dilute defect model to calculate the concentrations of defects as a function of temperature and composition. We find that at high temperature oxygen interstitials are dominant, either in isolated form or in clusters depending on the deviation from stoichiometry. At temperatures lower than 1300 K we predict uranium vacancies to be dominant in the stoichiometric material. The disorder in UO 2 therefore changes from Schottky to Frenkel type with increasing temperature. Uranium vacancies remain dominant up to deviations form stoichiometry as large as 0.045 at 800 K. Moreover, the concentration of uranium vacancies proves to be non-monotonous as a function of composition. These results are consistent with some experimental data on the evolution with stoichiometry of lattice constant, diffusion coefficients of uranium, positron lifetime and dilatometry measurements. read less NOT USED (high confidence) T. Swinburne and S. Dudarev, “Kink-limited Orowan strengthening explains the brittle to ductile transition of irradiated and unirradiated bcc metals,” Physical Review Materials. 2018. link Times cited: 20 Abstract: The line tension model of obstacle hardening is modified to … read moreAbstract: The line tension model of obstacle hardening is modified to account for the thermally activated, kink-limited glide of 1/2111 screw dislocations, allowing application to the plastic flow of bcc metals. Using atomistically informed dislocation mobility laws, Frenkel-Kontorova simulations, and a simplified dislocation-obstacle model, we identify a size effect for intermediate obstacle densities, where the activation energy for screw dislocation motion halves once the obstacle density falls below a critical value. Our model shows striking agreement with fracture experiments across a wide range of unirradiated and irradiated bcc metals. In particular, we demonstrate that the presence of defects in the crystal lattice can at most double the brittle to ductile transition temperature. read less NOT USED (high confidence) J. Amodeo et al., “Dislocations and Plastic Deformation in MgO Crystals: A Review,” Crystals. 2018. link Times cited: 55 Abstract: This review paper focuses on dislocations and plastic deform… read moreAbstract: This review paper focuses on dislocations and plastic deformation in magnesium oxide crystals. MgO is an archetype ionic ceramic with refractory properties which is of interest in several fields of applications such as ceramic materials fabrication, nano-scale engineering and Earth sciences. In its bulk single crystal shape, MgO can deform up to few percent plastic strain due to dislocation plasticity processes that strongly depend on external parameters such as pressure, temperature, strain rate, or crystal size. This review describes how a combined approach of macro-mechanical tests, multi-scale modeling, nano-mechanical tests, and high pressure experiments and simulations have progressively helped to improve our understanding of MgO mechanical behavior and elementary dislocation-based processes under stress. read less NOT USED (high confidence) W. Setyawan, N. Gao, and R. Kurtz, “A tungsten-rhenium interatomic potential for point defect studies,” Journal of Applied Physics. 2018. link Times cited: 22 Abstract: A tungsten-rhenium (W-Re) classical interatomic potential is… read moreAbstract: A tungsten-rhenium (W-Re) classical interatomic potential is developed within the embedded atom method interaction framework. A force-matching method is employed to fit the potential to ab initio forces, energies, and stresses. Simulated annealing is combined with the conjugate gradient technique to search for an optimum potential from over 1000 initial trial sets. The potential is designed for studying point defects in W-Re systems. It gives good predictions of the formation energies of Re defects in W and the binding energies of W self-interstitial clusters with Re. The potential is further evaluated for describing the formation energy of structures in the σ and χ intermetallic phases. The predicted convex-hulls of formation energy are in excellent agreement with ab initio data. In pure Re, the potential can reproduce the formation energies of vacancies and self-interstitial defects sufficiently accurately and gives the correct ground state self-interstitial configuration. Furthermore, by including liquid structures in the fit, the potential yields a Re melting temperature (3130 K) that is close to the experimental value (3459 K).A tungsten-rhenium (W-Re) classical interatomic potential is developed within the embedded atom method interaction framework. A force-matching method is employed to fit the potential to ab initio forces, energies, and stresses. Simulated annealing is combined with the conjugate gradient technique to search for an optimum potential from over 1000 initial trial sets. The potential is designed for studying point defects in W-Re systems. It gives good predictions of the formation energies of Re defects in W and the binding energies of W self-interstitial clusters with Re. The potential is further evaluated for describing the formation energy of structures in the σ and χ intermetallic phases. The predicted convex-hulls of formation energy are in excellent agreement with ab initio data. In pure Re, the potential can reproduce the formation energies of vacancies and self-interstitial defects sufficiently accurately and gives the correct ground state self-interstitial configuration. Furthermore, by including liqu... read less NOT USED (high confidence) L. Hale, Z. Trautt, and C. Becker, “Evaluating variability with atomistic simulations: the effect of potential and calculation methodology on the modeling of lattice and elastic constants,” Modelling and Simulation in Materials Science and Engineering. 2018. link Times cited: 40 Abstract: Atomistic simulations using classical interatomic potentials… read moreAbstract: Atomistic simulations using classical interatomic potentials are powerful investigative tools linking atomic structures to dynamic properties and behaviors. It is well known that different interatomic potentials produce different results, thus making it necessary to characterize potentials based on how they predict basic properties. Doing so makes it possible to compare existing interatomic models in order to select those best suited for specific use cases, and to identify any limitations of the models that may lead to unrealistic responses. While the methods for obtaining many of these properties are often thought of as simple calculations, there are many underlying aspects that can lead to variability in the reported property values. For instance, multiple methods may exist for computing the same property and values may be sensitive to certain simulation parameters. Here, we introduce a new high-throughput computational framework that encodes various simulation methodologies as Python calculation scripts. Three distinct methods for evaluating the lattice and elastic constants of bulk crystal structures are implemented and used to evaluate the properties across 120 interatomic potentials, 18 crystal prototypes, and all possible combinations of unique lattice site and elemental model pairings. Analysis of the results reveals which potentials and crystal prototypes are sensitive to the calculation methods and parameters, and it assists with the verification of potentials, methods, and molecular dynamics software. The results, calculation scripts, and computational infrastructure are self-contained and openly available to support researchers in performing meaningful simulations. read less NOT USED (high confidence) T. Swinburne and M. Marinica, “Unsupervised Calculation of Free Energy Barriers in Large Crystalline Systems.,” Physical review letters. 2018. link Times cited: 25 Abstract: The calculation of free energy differences for thermally act… read moreAbstract: The calculation of free energy differences for thermally activated mechanisms in the solid state are routinely hindered by the inability to define a set of collective variable functions that accurately describe the mechanism under study. Even when possible, the requirement of descriptors for each mechanism under study prevents implementation of free energy calculations in the growing range of automated material simulation schemes. We provide a solution, deriving a path-based, exact expression for free energy differences in the solid state which does not require a converged reaction pathway, collective variable functions, Gram matrix evaluations, or probability flux-based estimators. The generality and efficiency of our method is demonstrated on a complex transformation of C15 interstitial defects in iron and double kink nucleation on a screw dislocation in tungsten, the latter system consisting of more than 120 000 atoms. Both cases exhibit significant anharmonicity under experimentally relevant temperatures. read less NOT USED (high confidence) C. Du, F. Maresca, M. Geers, and J. J. Hoefnagels, “Ferrite slip system activation investigated by uniaxial micro-tensile tests and simulations,” Acta Materialia. 2018. link Times cited: 57 NOT USED (high confidence) P. Chowdhury, D. Canadinc, and H. Sehitoglu, “On deformation behavior of Fe-Mn based structural alloys,” Materials Science & Engineering R-reports. 2017. link Times cited: 95 NOT USED (high confidence) T. Swinburne, P. Ma, and S. Dudarev, “Low temperature diffusivity of self-interstitial defects in tungsten,” New Journal of Physics. 2017. link Times cited: 39 Abstract: The low temperature diffusivity of nanoscale crystal defects… read moreAbstract: The low temperature diffusivity of nanoscale crystal defects, where quantum mechanical fluctuations are known to play a crucial role, are essential to interpret observations of irradiated microstructures conducted at cryogenic temperatures. Using density functional theory calculations, quantum heat bath molecular dynamics and open quantum systems theory, we evaluate the low temperature diffusivity of self-interstitial atom clusters in tungsten valid down to temperatures of 1 K. Due to an exceptionally low defect migration barrier, our results show that interstitial defects exhibit very high diffusivity of order 10 3 μ m 2 s − 1 over the entire range of temperatures investigated. read less NOT USED (high confidence) L. Hale and C. Becker, “Vacancy dissociation in body-centered cubic screw dislocation cores,” Computational Materials Science. 2017. link Times cited: 9 NOT USED (high confidence) G. Ackland et al., “Quantum and isotope effects in lithium metal,” Science. 2017. link Times cited: 49 Abstract: Lithium gets a new ground state For the past 70 years, the l… read moreAbstract: Lithium gets a new ground state For the past 70 years, the lowest-energy crystal structure of lithium was believed to be a relatively complex one called the 9R structure. Ackland et al. show that this is incorrect. The actual lowest-energy structure for lithium is the much simpler closest-packed face-centered cubic form. In addition, 6Li and 7Li isotopes have crystal phase transitions at slightly different pressures and temperatures. This difference is chalked up to large quantum mechanical effects between the isotopes. Lithium is the only metal that shows this type of quantum effect and presents a challenge for theoreticians to explain. Science, this issue p. 1254 Lithium’s ground state has a face-centered cubic structure, and quantum effects alter the phase diagram between the 6Li and 7Li isotopes. The crystal structure of elements at zero pressure and temperature is the most fundamental information in condensed matter physics. For decades it has been believed that lithium, the simplest metallic element, has a complicated ground-state crystal structure. Using synchrotron x-ray diffraction in diamond anvil cells and multiscale simulations with density functional theory and molecular dynamics, we show that the previously accepted martensitic ground state is metastable. The actual ground state is face-centered cubic (fcc). We find that isotopes of lithium, under similar thermal paths, exhibit a considerable difference in martensitic transition temperature. Lithium exhibits nuclear quantum mechanical effects, serving as a metallic intermediate between helium, with its quantum effect–dominated structures, and the higher-mass elements. By disentangling the quantum kinetic complexities, we prove that fcc lithium is the ground state, and we synthesize it by decompression. read less NOT USED (high confidence) V. Novikov, V. Novikov, V. Novikov, A. P. Sokolov, and A. P. Sokolov, “Quantum effects in dynamics of water and other liquids of light molecules,” The European Physical Journal E. 2017. link Times cited: 11 NOT USED (high confidence) C. Varvenne, G. Leyson, M. Ghazisaeidi, and W. Curtin, “Solute strengthening in random alloys,” Acta Materialia. 2017. link Times cited: 269 NOT USED (high confidence) D. Rodney, L. Ventelon, E. Clouet, L. Pizzagalli, and F. Willaime, “Ab initio modeling of dislocation core properties in metals and semiconductors,” Acta Materialia. 2017. link Times cited: 209 NOT USED (high confidence) S. Saroukhani, “ATOMISTIC MODELING OF DISLOCATION MOTION AT EXPERIMENTAL TIME-SCALES.” 2017. link Times cited: 0 NOT USED (high confidence) M. Li, W. Cui, W. Cui, M. Dresselhaus, and G. Chen, “Electron energy can oscillate near a crystal dislocation,” New Journal of Physics. 2017. link Times cited: 5 Abstract: Crystal dislocations govern the plastic mechanical propertie… read moreAbstract: Crystal dislocations govern the plastic mechanical properties of materials but also affect the electrical and optical properties. However, a fundamental and quantitative quantum field theory of a dislocation has remained undiscovered for decades. Here we present an exactly-solvable one-dimensional quantum field theory of a dislocation, for both edge and screw dislocations in an isotropic medium, by introducing a new quasiparticle which we have called the ‘dislon’. The electron-dislocation relaxation time can then be studied directly from the electron self-energy calculation, which is reducible to classical results. In addition, we predict that the electron energy will experience an oscillation pattern near a dislocation. Compared with the electron density’s Friedel oscillation, such an oscillation is intrinsically different since it exists even with only single electron is present. With our approach, the effect of dislocations on materials’ non-mechanical properties can be studied at a full quantum field theoretical level. read less NOT USED (high confidence) M. Hao et al., “In situ synthesis of crosslinked-polyaniline nano-pillar arrays/reduced graphene oxide nanocomposites for supercapacitors,” Journal of Solid State Electrochemistry. 2016. link Times cited: 5 NOT USED (high confidence) J. Fattebert, D. Osei-Kuffuor, E. Draeger, T. Ogitsu, and W. D. Krauss, “Modeling Dilute Solutions Using First-Principles Molecular Dynamics: Computing more than a Million Atoms with over a Million Cores,” SC16: International Conference for High Performance Computing, Networking, Storage and Analysis. 2016. link Times cited: 14 Abstract: First-Principles Molecular Dynamics (FPMD) methods, although… read moreAbstract: First-Principles Molecular Dynamics (FPMD) methods, although powerful, are notoriously expensive computationally due to the quantum modeling of electrons. Traditional FPMD approaches have typically been limited to a few thousand atoms at most, due to O(N3) or worse solver complexity and the large amount of communication required for highly parallel implementations. Attempts to lower the complexity have often introduced uncontrolled approximations or systematic errors. Using a robust new algorithm, we have developed an O(N) complexity solver for electronic structure problems with fully controllable numerical error. Its minimal use of global communications yields excellent scalability, allowing for very accurate FPMD simulations of more than a million atoms on over a million cores. At these scales, this approach provides multiple orders of magnitude speedup compared to the standard plane-wave approach typically used in condensed matter applications, without sacrificing accuracy. This will open up entire new classes of FPMD simulations, e.g. dilute aqueous solutions. read less NOT USED (high confidence) A. Agapov, V. Novikov, A. Kisliuk, R. Richert, and A. Sokolov, “Role of quantum fluctuations in structural dynamics of liquids of light molecules.,” The Journal of chemical physics. 2016. link Times cited: 2 Abstract: A possible role of quantum effects, such as tunneling and ze… read moreAbstract: A possible role of quantum effects, such as tunneling and zero-point energy, in the structural dynamics of supercooled liquids is studied by dielectric spectroscopy. The presented results demonstrate that the liquids, bulk 3-methyl pentane and confined normal and deuterated water, have low glass transition temperature and unusually low for their class of materials steepness of the temperature dependence of structural relaxation (fragility). Although we do not find any signs of tunneling in the structural relaxation of these liquids, their unusually low fragility can be well described by the influence of the quantum fluctuations. Confined water presents an especially interesting case in comparison to the earlier data on bulk low-density amorphous and vapor deposited water. Confined water exhibits a much weaker isotope effect than bulk water, although the effect is still significant. We show that it can be ascribed to the change of the energy barrier for relaxation due to a decrease in the zero-point energy upon D/H substitution. The observed difference in the behavior of confined and bulk water demonstrates high sensitivity of quantum effects to the barrier heights and structure of water. Moreover, these results demonstrate that extrapolation of confined water properties to the bulk water behavior is questionable. read less NOT USED (high confidence) L. Dezerald, D. Rodney, E. Clouet, L. Ventelon, and F. Willaime, “Plastic anisotropy and dislocation trajectory in BCC metals,” Nature Communications. 2016. link Times cited: 122 NOT USED (high confidence) P. Olsson, C. Becquart, and C. Domain, “Ab initio threshold displacement energies in iron,” Materials Research Letters. 2016. link Times cited: 68 Abstract: ABSTRACT The threshold displacement energy in iron is determ… read moreAbstract: ABSTRACT The threshold displacement energy in iron is determined using ab initio molecular dynamics. This is the most fundamental input parameter for radiation damage assessments. The predictions agree well with the available experiments and provide a significantly lower average value for iron than the standard one. This result impacts radiation damage assessments in iron alloys and steels and especially so for dose estimations and conditions close to the threshold. The importance of using an appropriate description of the core and valence electrons is highlighted. Energy loss simulations provide important fitting parameters for improved interatomic potentials. IMPACT STATEMENT Ground-breaking ab initio calculations of the threshold displacement energies in iron show significant differences in the angular anisotropy and predicted average value with respect to previous literature. GRAPHICAL ABSTRACT read less NOT USED (high confidence) S. Kotrechko, O. Ovsjannikov, N. Stetsenko, I. Mikhailovskij, T. Mazilova, and M. Starostenkov, “Yield strength temperature dependence of tungsten nanosized crystals: experiment and simulation,” Philosophical Magazine. 2016. link Times cited: 7 Abstract: Regularities of the temperature effect on yield strength of … read moreAbstract: Regularities of the temperature effect on yield strength of nanosized tungsten crystals are ascertained. Experimental values of the yield strength of nanoneedles in the direction [1 1 0] are obtained using the high-field technology at the temperature range 17,4–862 K. It is found that in this range, decrease in strength of tungsten nanoneedles is about 30%. So low, compared with ordinary single crystals, susceptibility of nanoneedles’ strength to change in temperature is due to specific feature of mechanism of transition from elastic to plastic deformations in defect-free nanocrystals. To analyse this mechanism, molecular dynamic simulation of tensile of tungsten nanowire over the temperature range 3–2400 K has been utilized. The thermal fluctuation model of the temperature effect on the strength of nanosized crystals is offered. read less NOT USED (high confidence) A. Alvaro, I. T. Jensen, N. Kheradmand, O. Løvvik, and V. Olden, “Hydrogen embrittlement in nickel, visited by first principles modeling, cohesive zone simulation and nanomechanical testing,” International Journal of Hydrogen Energy. 2015. link Times cited: 84 NOT USED (high confidence) C. Wang et al., “β-NiMoO4 nanowire arrays grown on carbon cloth for 3D solid asymmetry supercapacitors,” RSC Advances. 2015. link Times cited: 23 Abstract: Based on β-NiMoO4 nanowire (NW) arrays grown on carbon cloth… read moreAbstract: Based on β-NiMoO4 nanowire (NW) arrays grown on carbon cloth as the electrode materials, a 3D solid asymmetrical supercapacitor has been fabricated. The produced β-NiMoO4 NW arrays on carbon cloth compared to the power of NiMoO4 nanowires deposited directively on carbon cloth can increase the efficiency of nanomaterials participating in reactions. The cone-shaped NW arrays have a high specific surface area (99 m2 g−1), which can provide more electroactive sites for Li+ and enhance conductivity through providing short transport and diffusion paths for both ions and electrons. And the cylindrical supercapacitor can allow more β-NiMoO4 NW arrays to saturate with electrolyte to enhance the properties of the supercapacitor. Furthermore, the electrode has a highest energy density of 36.86 W h kg−1, a maximum power density of 1100 W kg−1, and a large capacitance of 414.7 F g−1 at a current density of 0.25 A g−1, all of which demonstrate excellent behavior. And the capacitance of the supercapacitor reached 65.96% of the initial capacitance over 6000 cycles. All of these results indicated that the β-NiMoO4 NW arrays grown on carbon cloth could be a promising candidate for high performance supercapacitors. read less NOT USED (high confidence) R. Gröger and V. Vítek, “Determination of positions and curved transition pathways of screw dislocations in BCC crystals from atomic displacements,” Materials Science and Engineering A-structural Materials Properties Microstructure and Processing. 2015. link Times cited: 8 NOT USED (high confidence) J. Xu et al., “Enhanced electrochemical performance of graphitized carbide-derived carbon in alkaline electrolyte,” Electrochimica Acta. 2015. link Times cited: 11 NOT USED (high confidence) D. Weygand, M. Mrovec, T. Hochrainer, and P. Gumbsch, “Multiscale Simulation of Plasticity in bcc Metals,” Annual Review of Materials Research. 2015. link Times cited: 18 Abstract: Significant progress in our understanding of plasticity in b… read moreAbstract: Significant progress in our understanding of plasticity in body-centered cubic (bcc) metals during the last decade has enabled rigorous multiscale modeling based on quantitative physical principles. Significant advances have been made at the atomistic level in the understanding of dislocation core structures and energetics associated with dislocation glide by using high-fidelity models originating from quantum mechanical principles. These simulations revealed important details about the influence of non-Schmid (nonglide) stresses on the mobility of screw dislocations in bcc metals that could be implemented to mesoscopic discrete dislocation simulations with atomistically informed dislocation mobility laws. First applications of dislocation dynamics simulations to studies of plasticity in small-scale bcc single crystals have been performed. Dislocation dynamics simulations inspired the development of continuum models based on advanced 3D dislocation density measures with evolution equations that naturally track dislocation motion. These advances open new opportunities and perspectives for future quantitative and materials-specific multiscale simulation methods to describe plastic deformation in bcc metals and their alloys. read less NOT USED (high confidence) J. B. Yang, Z. J. Zhang, and Z. Zhang, “Quantitative understanding of anomalous slip in Mo,” Philosophical Magazine. 2015. link Times cited: 4 Abstract: Hexagonal dislocation networks (HDNs) formed by the reaction… read moreAbstract: Hexagonal dislocation networks (HDNs) formed by the reaction of <1 1 1>/2 screw dislocations are frequently observed in association with anomalous slip in body-centred cubic (bcc) metals. However, its role assigned in anomalous slip remains obscure due to the absence of quantitative description of its response to uniaxial loading. Here, systematic atomistic simulations are performed in molybdenum (Mo) to study the responses of a typical HDN to different applied loadings. The simulation results are used to develop a quantitative yield criterion for the HDN motion under uniaxial loading. Based on this criterion together with the yield equation that can account for the non-Schmid behaviours of an isolated <1 1 1>/2 screw dislocation, the transition from primary to anomalous slips with the loading direction is predicted to be consistent with the experimental observations in many bcc metals including Mo. This work also sheds light on other experimental results such as the lack of dead-band and the displacement accompanying anomalous slip. In addition, the reason for the absence of anomalous slip in bcc iron (Fe) is found by comparison of the reaction between <1 1 1>/2 screw dislocations in Mo and Fe. read less NOT USED (high confidence) D. Cereceda, M. Diehl, F. Roters, D. Raabe, J. Perlado, and J. Marian, “Unraveling the temperature dependence of the yield strength in single-crystal tungsten using atomistically-informed crystal plasticity calculations,” International Journal of Plasticity. 2015. link Times cited: 140 NOT USED (high confidence) H. Luo et al., “Highly nanoporous carbons by single-step organic salt carbonization for high-performance supercapacitors,” Journal of Applied Electrochemistry. 2015. link Times cited: 5 NOT USED (high confidence) L. Dezerald, L. Proville, L. Ventelon, F. Willaime, and D. Rodney, “First-principles prediction of kink-pair activation enthalpy on screw dislocations in bcc transition metals: V, Nb, Ta, Mo, W, and Fe,” Physical Review B. 2015. link Times cited: 74 Abstract: extension. Interestingly, we find that the atomistic line te… read moreAbstract: extension. Interestingly, we find that the atomistic line tension is more than twice the usual elastic estimates. The calculations also show interesting group tendencies with the line tension and kink-pair width larger in group V than in group VI elements. Finally, the present kink-pair activation energies are shown to compare qualitatively with experimental data and potential origins of quantitative discrepancies are discussed. read less NOT USED (high confidence) E. Martínez, D. Schwen, and A. Caro, “Helium segregation to screw and edge dislocations in α-iron and their yield strength,” Acta Materialia. 2015. link Times cited: 22 NOT USED (high confidence) G.-H. Lu, H.-B. Zhou, and C. S. Becquart, “A review of modelling and simulation of hydrogen behaviour in tungsten at different scales,” Nuclear Fusion. 2014. link Times cited: 1 Abstract: Tungsten (W) is considered to be one of the most promising p… read moreAbstract: Tungsten (W) is considered to be one of the most promising plasma-facing materials (PFMs) for next-step fusion energy systems. However, as a PFM, W will be subjected to extremely high fluxes of low-energy hydrogen (H) isotopes, leading to retention of H isotopes and blistering in W, which will degrade the thermal and mechanical properties of W. Modelling and simulation are indispensable to understand the behaviour of H isotopes including dissolution, diffusion, accumulation and bubble formation, which can contribute directly to the design, preparation and application of W as a PFM under a fusion environment. This paper reviews the recent findings regarding the behaviour of H in W obtained via modelling and simulation at different scales. read less NOT USED (high confidence) J. J. Möller and E. Bitzek, “Comparative study of embedded atom potentials for atomistic simulations of fracture in α-iron,” Modelling and Simulation in Materials Science and Engineering. 2014. link Times cited: 50 Abstract: Atomistic simulations play a crucial role in advancing our u… read moreAbstract: Atomistic simulations play a crucial role in advancing our understanding of the crack-tip processes that take place during fracture of semi-brittle materials like α-iron. As with all atomistic simulations, the results of such simulations however depend critically on the underlying atomic interaction model. Here, we present a systematic study of eight α-iron embedded atom method potentials used to model cracks subjected to plane strain mode-I loading conditions in six different crystal orientations. Molecular statics simulations are used to determine the fracture behavior (cleavage, dislocation emission, twinning) and the critical stress intensity factor KIc. The structural transformations in front of the crack tips, and in particular the occurrence of {1 1 0} planar faults, are analyzed in detail and related to the strain-dependent generalized stacking fault energy curve. The simulation results are discussed in terms of theoretical fracture criteria and compared to recent experimental data. The different potentials are ranked according to their capability to model the experimentally observed fracture behavior. read less NOT USED (high confidence) S. Narayanan, D. McDowell, and T. Zhu, “Crystal plasticity model for BCC iron atomistically informed by kinetics of correlated kinkpair nucleation on screw dislocation,” Journal of The Mechanics and Physics of Solids. 2014. link Times cited: 72 NOT USED (high confidence) K. Gouriet, P. Carrez, and P. Cordier, “Modelling [1 0 0] and [0 1 0] screw dislocations in MgSiO3 perovskite based on the Peierls–Nabarro–Galerkin model,” Modelling and Simulation in Materials Science and Engineering. 2014. link Times cited: 15 Abstract: In this study, we model the core structure of screw dislocat… read moreAbstract: In this study, we model the core structure of screw dislocations with [1 0 0] and [0 1 0] Burgers vector in MgSiO3 perovskite, in the pressure range of Earth's lower mantle (25–130 GPa). We use a generalized Peierls–Nabarro model, called Peierls–Nabarro–Galerkin, based on generalized stacking-fault energy calculations. These stacking-fault energy calculations are performed using a pairwise potential parametrization and compared to ab initio results. The results of Peierls–Nabarro–Galerkin calculations demonstrate that [1 0 0] dislocation and [0 1 0] are, respectively, characterized by a planar core spreading in (0 1 0) and (1 0 0). Our results emphasize the role of [1 0 0](0 1 0) and [0 1 0](1 0 0) slip systems in the deformation mechanism of MgSiO3 perovskite. Furthermore, we validate the use of pairwise potential for further dislocation modelling of such minerals at the atomic scale. read less NOT USED (high confidence) Z. Wang, M. Saito, K. McKenna, and Y. Ikuhara, “Polymorphism of dislocation core structures at the atomic scale,” Nature Communications. 2014. link Times cited: 92 NOT USED (high confidence) M. Marinica et al., “Interatomic potentials for modelling radiation defects and dislocations in tungsten,” Journal of Physics: Condensed Matter. 2013. link Times cited: 258 Abstract: We have developed empirical interatomic potentials for study… read moreAbstract: We have developed empirical interatomic potentials for studying radiation defects and dislocations in tungsten. The potentials use the embedded atom method formalism and are fitted to a mixed database, containing various experimentally measured properties of tungsten and ab initio formation energies of defects, as well as ab initio interatomic forces computed for random liquid configurations. The availability of data on atomic force fields proves critical for the development of the new potentials. Several point and extended defect configurations were used to test the transferability of the potentials. The trends predicted for the Peierls barrier of the 1 2 ⟨ 111 ⟩ ?> screw dislocation are in qualitative agreement with ab initio calculations, enabling quantitative comparison of the predicted kink-pair formation energies with experimental data. read less NOT USED (high confidence) K. Srivastava, R. Gröger, D. Weygand, and P. Gumbsch, “Dislocation motion in tungsten: Atomistic input to discrete dislocation simulations,” International Journal of Plasticity. 2013. link Times cited: 63 NOT USED (high confidence) C. Wei, H. Pang, B. Zhang, Q. Lu, S. Liang, and F. Gao, “Two-Dimensional β-MnO2 Nanowire Network with Enhanced Electrochemical Capacitance,” Scientific Reports. 2013. link Times cited: 80 NOT USED (high confidence) Z. M. Chen, M. Mrovec, and P. Gumbsch, “Atomistic aspects of screw dislocation behavior in α-iron and the derivation of microscopic yield criterion,” Modelling and Simulation in Materials Science and Engineering. 2013. link Times cited: 34 Abstract: The plastic deformation of body-centered cubic iron at low t… read moreAbstract: The plastic deformation of body-centered cubic iron at low temperatures is governed by slip behavior of screw dislocations. Their non-planar core structure gives rise to a strong temperature dependence of the yield stress and overall plastic behavior that does not follow the Schmid law common to most close-packed metals. In this work,we carry out a systematic study of the screw dislocation behavior in α-Fe by means of atomistic simulations using a state-of-the-art magnetic bond-order potential. Based on the atomistic simulations of the screw dislocations under various external loadings, we formulate an analytical yield criterion that correctly captures the non-Schmid plastic response of iron single crystals under general loading conditions. The theoretical predictions of operative slip systems for uniaxial loadings agree well with available experimental observations, and demonstrate the robustness and reliability of such atomistically based yield criterion. In addition, this bottom-up approach can be directly utilized to formulate dislocation mobility rules in mesoscopic discrete dislocation dynamics simulations. read less NOT USED (high confidence) L. Ventelon, F. Willaime, E. Clouet, and D. Rodney, “Ab initio investigation of the Peierls potential of screw dislocations in bcc Fe and W,” Acta Materialia. 2013. link Times cited: 103 NOT USED (high confidence) B. Xu, L. Capolungo, and D. Rodney, “On the importance of prismatic/basal interfaces in the growth of (-1012) twins in hexagonal close-packed crystals,” arXiv: Materials Science. 2013. link Times cited: 115 NOT USED (high confidence) Y.-H. Li, H.-B. Zhou, F. Gao, G. Lu, G. Lu, and F. Liu, “Hydrogen Induced Dislocation Core Reconstruction in Bcc Metals,” Acta Materialia. 2021. link Times cited: 0 Abstract: Dislocation, playing a crucial role in the plastic deformati… read moreAbstract: Dislocation, playing a crucial role in the plastic deformation of metals, can be significantly affected by introducing solute elements. Hydrogen (H) embrittlement is one such example, while the underlying mechanism for H affected dislocation structural stability and mobility remains unclear and the role of H has been controversial. Here, using first-principles calculations, we demonstrate that the effect of H on screw dislocation in bcc metals is H concentration-dependent, signified by a H-induced transition of SD core structure. At low concentrations of H segregation, dislocation maintains the intrinsic easy-core structure, and H atoms are attached to the "periphery" of dislocation to enhance dislocation motion. In contrast, at high H concentrations, dislocation transforms into a hard-core, metal hydride-like structure, as H atoms become the "body" of dislocation to significantly reduce the dislocation mobility. Further, such local easy-to-hard transition is found to be induced by just one solute of other elements, including helium, carbon, nitrogen and oxygen, independent of solute concentration. Our work sheds new light on the H-dislocation interactions in bcc metals, having broad implications in the interstitial solute-related phenomena. read less NOT USED (high confidence) S. Koch, “Development of RF-MEAM interaction potentials for Fe-Y.” 2019. link Times cited: 0 Abstract: Der Fokus dieser Arbeit lag zunachst auf einer simulationsge… read moreAbstract: Der Fokus dieser Arbeit lag zunachst auf einer simulationsgestutzen Untersuchung uber die Entsteh- ungsmechanismen von Oxidteilchen in ODS-Stahlen. Hierbei bilden empirische Wechselwirkungs- potenziale von Eisen-Yttrium-Sauerstoff (Fe-Y-O) die Grundlage fur eine Beschreibung dieser Oxid- teilchen-Bildungs-Prozesse in Molekulardynamik (MD) Simulationen, die auch Eigenschaften von Versetzungen und anderen Bestrahlungs-Panomenen detailiert zur weiteren Aufklarung behandeln konnen.
Zu diesem Zweck ist das speziell auf die Simulation zugeschnittene Anfitten der o.g. MD Potenziale (hier fur Fe-Y-O) notwendig. Hierzu dienen die zuvor durchgefuhrten ab-initio (DFT) Rechnungen als Daten- referenzgrundlage (z.B. von Phasen oder Defekten) zur Optimierung der Potenzialparameter wahrend des Anfittens, um ein moglichst exaktes MD Potenzial zu erzeugen, dass die ab-initio Daten auf groseren MD Skalen detailgetreu abbildet. Im ersten Drittel dieses Projektes wurden mehrere Potenziale fur die einzelnen Metall-Komponenten, Fe-Fe und Y-Y, erzeugt. Dabei stellte sich heraus, dass etablierte Standardmethoden nicht in der Lage sind genaue Fe-Y Potenziale als Teillosung fur das Fe-Y-O Problem zu erzeugen. Dabei wurde eine Kombination aus dem (M)EAM Modell und zur Optimierung eine LSM gestutzte Software (POTFIT) genutzt. Die Komplexitat des Problems liegt in den richtungsabhangigen Atombindungen, die die hier entwickelten fortgeschrittenen Simulations- und Fitmethoden benotigen.
Im ersten Schritt von drei Schritten (chapter 3) wurden zunachst einmal die Defizite der Standard-Fittechniken evaluiert, indem die wahrend des Fitting-Prozesses gefundenen Parametersets im EAM Formalismus mit der flexiblen Software POTFIT auf ihre Eignung hin grundlich untersucht worden sind. Die hierfur genutzten Fitfunktionen wurden ursprunglich Anfang 2000 von Zhou und Wadley entwickelt. Hierbei liegt die Ursache fur die dann entdeckte Parameterset-Problematik darin, dass zur Beschreibung des Fe-Y Systems das Model aus drei Potentialkomponenten besteht: Fe-Fe, Y-Y und Fe-Y. Fur diese einzelnen Komponenten sind die Potentialparameter erfolgreich angefittet worden mit Bezug zur Gitterkonstante und Bindungs- bzw. Kohasionsenergie (beides mit 1% Genauigkeit bezgl. DFT Rechnungen) sowie zu allen elastischen Konstanten (5% Genauigkeit bezgl. Experimente). All dies unter Zuhilfenahme von Parametersuchraum-beschrankenden Techniken, die zur Einhaltung der oben genannten Eigenschaften dienen und urspurnglich von Johnson & Oh sind. Selbst kompliziertere Defekteigenschaften, wie Zwischengitter- und Leerstellenbildungsenergien wurden erfolgreich angefittet. Das hier entwickelte EAM Potenzial fur Y-Y ist z.B. in der Lage bei Eigenzwischengitteratomen die basal oktaedrische Position von Zwischengitteratomen (ZA) im Yttrium hcp-Gitter als Grundzustand und die Transition eines jeden ZAs aus einer anderen Position, wie zuvor in DFT berechnet, zu reproduzieren.
Zur Bildung des angestrebten Fe-Y Potenzials wurden diese beiden Komponenten, Fe-Fe und Y-Y, zum weiteren Fitten in dem weitgefacherten und komplexen Fe-Y Potzenzialsuchraum genutzt. Die Parametersets wurden mit sogenannten hier entwickelten Hauptparameter (Key Driver) systematisch untersucht. Ein flexibleres Konzept statt der starreren Universal Binding Relations in Abhangigkeit von der Rose Gleichung. Dieser Hauptparameter zeigte eindeutig, dass die Nutzung der Rose Gleichung zur Parametersuchraum-Minimierung den Suchraum dahingehend einschrankt, sodass ein akkurates Anfitten der hier genutzten 900 DFT Datensets nicht mehr moglich ist. Allerdings ist die Orientierung im Parametersuchraum mit dieser Rose Gleichung bei standardmasigen Optimierungsmethoden (wie LSM) unabdingbar, da ohne diese die benotigten globalen Optima fur die Parameter nicht auffindbar sind.
Als aufklarendes Testverfahren zur weiteren Ergrundung dieser Problematik und Prufung zur Eignung fur Fe-Y Potenziale und den anschliesenden Simulationen diente der Versuch, 9 verschiedene Bindungs-energien von Yttrium-Leerstellenclustern mit ansteigender Leerstellenzahl zu reproduzieren. Dieser Test konnte von diesen Potenzialen nur teilweise erfullt werden und wurde auf die fehlende Beschreibung der Bindungswinkelabhangigkeit im Modell zuruckgefuhrt. Die Erweiterung von EAM durch MEAM mit Winkelabhangigkeit ist jedoch keineswegs eine zufriedenstellende Losung, da MEAM alternativlos auf der irrefuhrenden Rose Gleichung beruht. Daher war die Benutzung des ubersichtlicheren EAM Typs aus zwei Grunden nutzlich: 1. MEAM braucht die Rose Gleichung um diesen komplexen Formalismus zu beherrschen mit denselben Problemen wie in EAM, aber dieses grundlegende Problem ist in MEAM deutlich schwerer zu identifizieren als in EAM. 2. Die mit EAM gefundenen, angefitteten Parameter sind eine hervorragende Startparameter-Grundlage fur den verbesserten darauffolgenden RF-MEAM Typ.
Im zweiten Schritt wurde das Problem aus dem ersten Schritt gelost, indem ein modifizierter MEAM Spezialtyp im referenzlosen Format (RF-MEAM) angewandt worden ist. Im Gegensatz zum herkommlichen MEAM wird hier die Rose Gleichung durch mehr DFT Daten und insbesondere einer intelligenteren Machine Learning ahnlichen Genetic Algorithmus (GA) Optimiertechnik ersetzt, die allerdings eine bedachte Startparameterwahl vorraussetzt, womit Schritt 1 wieder ins Spiel kommt. Die genutzte fortgeschrittene MEAMfit Software, die per GA funktioniert, wurde zwischen 2016 und 2017 funktionierend eigens dafur implementiert. Mit den in Schritt 1 gefitteten Parametern und Set-Auswahltechniken konnten die weiterfuhrenden Fits mit optimalen Startparametern durchgefuhrt werden.
Auf dieser Stufe waren diese Fits mit der speziell verbesserten Technik in der Lage ein detailgetreues Fe-Y Potenzial zu generieren, das sowohl alle Phasen (Fe2Y, Fe3Y, Fe5Y, Fe23Y6 und Fe17Y2 sowohl als auch reines Fe und Y) als auch die gesamte Defektdatenbasis mit einer durchschnittlichen Abweichung von ≈11% erfolgreich abbildet. Zusatzlich bestatigend zu dieser allgemeinen Ubereinstimmung wurde konsequenterweise der in Schritt 1 entwickelte Test hervorragend mit einmaliger Genauigkeit bestanden, mit max. 5% Abweichung von den komlexen o.g. Y-Leerstellen Bildungsenergien. Allerdings konnte ein systematischer Fehlertrend aufgespurt werden, der Schwachen in der Fe-Fe Komponente offenbarte. Als Folge dessen wurde umgehend diese Komponente durch ein anderes etabliertes Fe-Fe Potenzial von G. Ackland mit einer extrem genauen Schmelztemperatur (nur 3% Abweichung vom Exp.) ausgetauscht. Mit diesem genauen Potenzial konnte zum ersten Mal die Clusterbildung von gelosten Yttrium Atomen in einer Eisenschmelze erfolgreich per MD Simulation auf atomarer Ebene nachgestellt werden oberhalb von 1750 K. Temperaturen darunter hatten eine Ausscheidungsbildung von Y mit sehr geringer Y-Loslichkeit (<0.1%) in Ubereinstimmung mit den Experimenten zur Folge. Dies wurde durch den Pot. Typ A ermoglicht, der aber die energetische Reihenfolge bei den Fe-Y Phasen nicht ganz genau einhalt. Typ B hingegen halt diese ein, dort fehlt aber die Y-Clusterbildungsneigung. Durch den gebotenen Praxisbezug zur Metallurgie mussen die Loslichkeit und Clusterbildung gleichzeitig in der Simulation genau reproduzierbar sein, was aber weder Typ A noch B kann, was zum Typ A/B Dilemma fuhrt.
Dieses Typ A/B Dilemma (Phasen oder Defekt Genauigkeit) fuhrt zum letzten dritten Schritt (chapter 5). Darin ist zusatzlich die Strukturaufklarung von der Fe17Y2 Phase mit Vergleichen zu exp. EXAFS Spektren unserer Kollaborationspartner vom ISSP (Riga) enthalten. Diese Aufklarung dient auch dazu die fehlenden magnetischen Abhangigkeiten im Potenzial zu kompensieren, da die Phasenreihenfolge mit sehr feinen Energieunterschieden wohl stark von magnetischen Wechselwirkungen gepragt ist. Obwohl Potenzial Typ B diesen (Magnetismus) nicht direkt beachtet, ist es in der Lage das tatsachlich gemessene EXAFS Spektrum grostenteils genau wiederzugeben. Allerdings offenbart eine einzige ausgepragte Phasenverschiebung, dass die angenommene hcp Struktur durch eine unterschwellige rhombohedrale Komponente, die sporadisch in der c-Gitterrichtung auftritt, korrigiert werden muss. AIMD (DFT) Berechnungen in Kooperation mit der University of Edinburgh bestatigen dies und zeigen sogar, dass magnetische Wechselwirkungen diese Strukturmischung stabilisieren. Endgultig bestatigt werden konnte dies mit der genauen EXAFS Spektren Reproduktion mit dem durch AIMD verbesserten nochmals gefitteten Potenzialtyp B, der als neuer Typ C durch AIMD indirekt den Einfluss der magnetischen Wechselwirkungen mit einschliest. Diese erstmalige nahezu deckungsgleiche MD Simulation eines EXAFS Spektrums von einem komplexen metallischen Alloy, hier Fe-Y, stellt eine bisher unerreichte Verbesserung dar. Schlieslich lost Typ C das Typ A/B Dilemma und ernoglicht eine genaue gleichzeitige MD Modellierung von Phasen- und Defekten in Fe-Y – ein Durchbruch in der MD-Potenzialentwicklung. read less NOT USED (definite) Q. Peng et al., “Shockwave generates < 100 > dislocation loops in bcc iron,” Nature Communications. 2018. link Times cited: 102 NOT USED (definite) R. Freitas, M. Asta, and V. Bulatov, “Quantum effects on dislocation motion from ring-polymer molecular dynamics,” npj Computational Materials. 2017. link Times cited: 12 NOT USED (definite) S. Fitzgerald, “Kink pair production and dislocation motion,” Scientific Reports. 2016. link Times cited: 18
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