2024

Erhard, Linus C. ; Utt, Daniel Thomas ; Klomp, Arne Jan ; Albe, Karsten (2024)
Crystal structure identification with 3D convolutional neural networks with application to high-pressure phase transitions in SiO2.
In: Modelling and Simulation in Materials Science and Engineering, 32 (6)
doi: 10.1088/1361-651X/ad64f3
Artikel, Bibliographie

Erhard, Linus C. ; Rohrer, Jochen ; Albe, Karsten ; Deringer, Volker L. (2024)
Modelling atomic and nanoscale structure in the silicon–oxygen system through active machine learning.
In: Nature Communications, 15 (1)
doi: 10.1038/s41467-024-45840-9
Artikel, Bibliographie

2022

Erhard, Linus C. ; Rohrer, Jochen ; Albe, Karsten ; Deringer, Volker L. (2022)
A machine-learned interatomic potential for silica and its relation to empirical models.
In: npj Computational Materials, 8 (1)
doi: 10.1038/s41524-022-00768-w
Artikel, Bibliographie