Berk Onat

An optimized interatomic potential for Cu–Ni alloys with the embedded-atom method

Berk Onat, Sondan Durukanoğlu · Journal of Physics Condensed Matter · 2013 · 113 citations

Implanted neural network potentials: Application to Li-Si alloys

Berk Onat, Ekin D. Cubuk, Brad D. Malone et al. · Physical review. B./Physical review. B · 2018 · 77 citations

Engineering, Machine Learning, Material Simulation +18

Tuning Electronic Properties of Monolayer Hexagonal Boron Phosphide with Group III–IV–V Dopants

Berk Onat, Lütfiye Hallıoğlu, Semran İpek et al. · The Journal of Physical Chemistry C · 2017 · 72 citations

Equivariant analytical mapping of first principles Hamiltonians to accurate and transferable materials models

Liwei Zhang, Berk Onat, Geneviève Dusson et al. · npj Computational Materials · 2022 · 49 citations · Full text

Representations in neural network based empirical potentials

Ekin D. Cubuk, Brad D. Malone, Berk Onat et al. · The Journal of Chemical Physics · 2017 · 48 citations

Engineering, Machine Learning, Neural Network +16