{"bio" "" "city" "" "country" "GB" "department" "School of Engineering" "description-of-work" "Interatomic potentials using two approaches: \r\n* 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. \r\n* Embedded-atom method (EAM) type potential that describes the interactions between the atoms in metals and their alloys reliably. \r\nNote: EAM potential generation code using parallel \"Elitist Learning\" method within Adaptive Particle Swarm Optimisation (APSOgenEAM) can be accessed at https://github.com/berkonat/APSOgenEAM \r\n\r\nMaterials\r\nLi-Si, Cu-Ni\r\n\r\nBibliography\r\nB. 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 \r\nList of publications: http://scholar.google.com/citations?user=wItVun8AAAAJ&hl=en" "email" "B.Onat@warwick.ac.uk" "first-name" "Berk" "institution" "University of Warwick" "kim-items-contributor" ["EAM_Dynamo_OnatDurukanoglu_2014_CuNi__MO_592013496703_005" "EAM_Dynamo_Onat_Durukanoglu_CuNi__MO_592013496703_000" "EAM_Dynamo_Onat_Durukanoglu_CuNi__MO_592013496703_001" "EAM_Dynamo_Onat_Durukanoglu_CuNi__MO_592013496703_002" "EAM_Dynamo_Onat_Durukanoglu_CuNi__MO_592013496703_003" "EAM_Dynamo_Onat_Durukanoglu_CuNi__MO_592013496703_004"] "kim-items-developer" [] "kim-items-implementer" [] "last-name" "Onat" "link-rel-canonical-url" "https://openkim.org/profile/onatberk" "location-merged" "United Kingdom" "openkim-user-id" #uuid "11006a81-8f2a-4c23-90c8-5df061ed7b6c" "page-title" "Berk Onat" "profile-picture" "" "published-name" "Berk Onat" "state" "" "title" "Dr." "username" "onatberk" "website" "https://warwick.ac.uk/fac/sci/wcpm/people/onat"}