Interatomic potentials using two approaches:
* Implanted Neural Network (INN) potentials based on artificial neural networks (ANN) that represent the potential energy surface by capturing any type of bonding in the material of interest.
* Embedded-atom method (EAM) type potential that describes the interactions between the atoms in metals and their alloys reliably.
Note: EAM potential generation code using parallel "Elitist Learning" method within Adaptive Particle Swarm Optimisation (APSOgenEAM) can be accessed at https://github.com/berkonat/APSOgenEAM

Materials
Li-Si, Cu-Ni

Bibliography
B. Onat and S. Durukanoglu, "An optimized interatomic potential for Cu-Ni alloys with the embedded-atom method," J. Phys.: Condens. Matter 26, 035404 (2014). http://dx.doi.org/10.1088/0953-8984/26/3/035404
List of publications: http://scholar.google.com/citations?user=wItVun8AAAAJ&hl=en