Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Bechtel, Tim"'
Autor:
Speckhard, Daniel T., Bechtel, Tim, Ghiringhelli, Luca M., Kuban, Martin, Rigamonti, Santiago, Draxl, Claudia
Big data has ushered in a new wave of predictive power using machine learning models. In this work, we assess what {\it big} means in the context of typical materials-science machine-learning problems. This concerns not only data volume, but also dat
Externí odkaz:
http://arxiv.org/abs/2405.11404
Graph-based neural networks and, specifically, message-passing neural networks (MPNNs) have shown great potential in predicting physical properties of solids. In this work, we train an MPNN to first classify materials through density functional theor
Externí odkaz:
http://arxiv.org/abs/2309.06348
Autor:
Lu, Thomas, Snapp, Cooper, Chao, Tien-Hsin, Thakoor, Anilkumar, Bechtel, Tim, Ivashov, Sergey, Vasiliev, Igor
Publikováno v:
Proceedings of SPIE; Nov2007 Part 2, Issue 1, p65550S-65550S-8, 8p
Autor:
Abtew, Wossenu, Bechtel, Tim
Publikováno v:
Wetlands Engineering & River Restoration 2001; 2001, p1-11, 11p