Tadmor, Ellad B.

1. ColabFit Exchange: open-access datasets for data-driven interatomic potentials
   2023/06/19 by Joshua A. Vita, Vita, Joshua A., Eric G. Fuemmeler +13 · 4 citations
   Computer Science · Energy · Materials Science · #CO2 Reduction Techniques and Catalysts #Computational Drug Discovery Methods #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
2. Open Materials Generation with Stochastic Interpolants
   2025/02/04 by Philipp Hoellmer, Thomas Egg, Hoellmer, Philipp +25 · 9 citations
   Engineering · #Architecture and Computational Design #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
3. Analysis of rippling in incommensurate one-dimensional coupled chains
   2016/06/08 by Cazeaux, Paul, Luskin, Mitchell, Tadmor, Ellad B. · 1 citation
   #65Z05 #70C20 #70G75 #74E15 #FOS: Mathematics #Numerical Analysis (math.NA)
4. Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties
   2022/10/14 by Zeren Shui, Daniel S. Karls, Shui, Zeren +9 · 1 citation
   Computer Science · Engineering · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fuel Cells and Related Materials #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
5. An information-matching approach to optimal experimental design and active learning
   2024/11/05 by Kurniawan, Yonatan, Neilsen, Tracianne B., Francis, Benjamin L. +7 · 2 citations
   #Applied Physics (physics.app-ph) #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an)
6. Comparative study of ensemble-based uncertainty quantification methods for neural network interatomic potentials
   2025/08/08 by Kurniawan, Yonatan, Wen, Mingjian, Tadmor, Ellad B. +1 · 1 citation
   #Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Statistics and Probability (physics.data-an)
7. Elastic plate basis for the deformation and electron diffraction of twisted bilayer graphene on a substrate
   2024/07/26 by Moon‐ki Choi, Suk Hyun Sung, Choi, Moon-ki +5 · 1 citation
   Materials Science · #FOS: Physical sciences #Graphene research and applications #Materials Science (cond-mat.mtrl-sci)