Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties

Item #:

068431-1079

Details

DOI: https://doi.org/10.52202/068431-1079
Author(s): Daniel Karls, George Karypis, Ilia Nikiforov, Zeren Shui, Ellad Tadmor, Mingjian Wen
Pages: 14839-14851 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1079
Author(s): Daniel Karls, George Karypis, Ilia Nikiforov, Zeren Shui, Ellad Tadmor, Mingjian Wen
Pages: 14839-14851 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)