De novo exploration and self-guided learning of potential-energy surfaces by Bernstein, N, Csanyi, G, Volker L Deringer

A general-purpose machine-learning force field for bulk and nanostructured phosphorus by Volker L. Deringer, Miguel A. Caro, Gábor Csányi

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Synthetic pre-training for neural-network interatomic potentials by John L A Gardner, Kathryn T Baker, Volker L Deringer

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Modelling atomic and nanoscale structure in the silicon–oxygen system through active machine learning by Linus C. Erhard, Jochen Rohrer, Karsten Albe, Volker L. Deringer

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A machine-learned interatomic potential for silica and its relation to empirical models by Linus C. Erhard, Jochen Rohrer, Karsten Albe, Volker L. Deringer

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Ab initio molecular dynamics and materials design for embedded phase-change memory by Liang Sun, Yu-Xing Zhou, Xu-Dong Wang, Yu-Han Chen, Volker L. Deringer, Riccardo Mazzarello, Wei Zhang

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Homopolar Chemical Bonds Induce In‐Plane Anisotropy in Layered Semiconductors by Jieling Tan, Jiang‐Jing Wang, Hang‐Ming Zhang, Han‐Yi Zhang, Heming Li, Yu Wang, Yuxing Zhou, Volker L. Deringer, Wei Zhang

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Designing Inorganic Semiconductors with Cold‐Rolling Processability by Xu‐Dong Wang, Jieling Tan, Jian Ouyang, Hang‐Ming Zhang, Jiang‐Jing Wang, Yuecun Wang, Volker L. Deringer, Jian Zhou, Wei Zhang, En Ma

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Spin Glass Behavior in Amorphous Cr2Ge2Te6 Phase‐Change Alloy by Xiaozhe Wang, Suyang Sun, Jiang‐Jing Wang, Shuang Li, Jian Zhou, Oktay Aktas, Ming Xu, Volker L. Deringer, Riccardo Mazzarello, En Ma, Wei Zhang

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