Artificial neural network potentials for mechanics and fracture dynamics of two-dimensional crystals
Understanding the mechanics and failure of materials at the nanoscale is critical for their engineering and applications. The accurate atomistic modeling of brittle failure with crack propagation in covalent crystals requires a quantum mechanics-based description of individual bond-breaking events....
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| Автори: | , , |
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| Формат: | Artigo |
| Мова: | Inglês |
| Опубліковано: |
IOP Publishing
2023-01-01
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| Серія: | Machine Learning: Science and Technology |
| Предмети: | |
| Онлайн доступ: | https://doi.org/10.1088/2632-2153/accd45 |
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