Berk Onat - Publications, H-index & Citations

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Berk Onat

University of Warwick

8H-index

25Paper Count

452Citation Count

Published Papers 7

Publication Date

Integrated workflows and interfaces for data-driven semi-empirical electronic structure calculations

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2024-07-03

OAAI

Stishenko, Pavel; McSloy, Adam; Onat, Berk; Hourahine, Ben; Maurer, Reinhard J.; Kermode, James R.; Logsdail, Andrew

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

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-07-22

OAAI

Zhang, Liwei; Onat, Berk; Dusson, Genevieve; McSloy, Adam; Anand, G.; Maurer, Reinhard J.; Ortner, Christoph; Kermode, James R.

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Sensitivity and dimensionality of atomic environment representations used for machine learning interatomic potentials

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2020-10-12

OAAI

Onat, Berk; Ortner, Christoph; Kermode, James R.

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Implanted neural network potentials: Application to Li-Si alloys

PHYSICAL REVIEW B

IF3.7

2018-03-20

PREAI

Onat, Berk; Cubuk, Ekin D.; Malone, Brad D.; Kaxiras, Efthimios

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Representations in neural network based empirical potentials

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2017-07-12

PREAI

Cubuk, Ekin D.; Malone, Brad D.; Onat, Berk; Waterland, Amos; Kaxiras, Efthimios

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

JOURNAL OF PHYSICAL CHEMISTRY C

IF3.2

2017-02-15

PREAI

Onat, Berk; Hallioglu, Lutfiye; Ipek, Semran; Durgun, Engin

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A parallel implementation: Real space Green's function technique

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2007-02-01

PREAI

Onat, Berk; Durukanoglu, Sondan; Dag, Hasan

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Research Directions