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IEEE Transactions on Pattern Analysis and Machine Intelligence|September 7, 2020
A Mathematical Model for Universal SemanticsWeinan E, Yajun ZhouJournal of Chemical Theory and Computation|September 11, 2024
Coarse-Graining Conformational Dynamics with Multidimensional Generalized Langevin Equation: How, When, and WhyPinchen Xie, Weinan EAnnual Review of Physical Chemistry|November 13, 2008
Transition-path theory and path-finding algorithms for the study of rare eventsWeinan E, Eric Vanden-EijndenPhysical Review Letters|February 1, 2008
Temperature and strain-rate dependence of surface dislocation nucleationTing Zhu, Ju Li, Amit Samanta, et al.Small (Weinheim an Der Bergstrasse, Germany)|June 11, 2020
Quantized Grain Boundary States Promote Nanoparticle Alignment During Imperfect Oriented AttachmentAndrew P Lange, Amit Samanta, Tammy Y Olson, et al.Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics|October 2, 2009
Probabilistic framework for network partitionTiejun Li, Jian Liu, Weinan EThe Journal of Chemical Physics|October 22, 2018
Adaptive coupling of a deep neural network potential to a classical force fieldLinfeng Zhang, Han Wang, Weinan EPhysical Review. E|November 20, 2020
Machine-learning-based non-Newtonian fluid model with molecular fidelityHuan Lei, Lei Wu, Weinan EProceedings of the National Academy of Sciences of the United States of America|August 8, 2018
Solving high-dimensional partial differential equations using deep learningJiequn Han, Arnulf Jentzen, Weinan EProceedings of the National Academy of Sciences of the United States of America|March 16, 2007
Interfacial plasticity governs strain rate sensitivity and ductility in nanostructured metalsTing Zhu, Ju Li, Amit Samanta, et al.Pageof 7