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The Journal of Chemical Physics|February 15, 2023
Machine learning assisted coarse-grained molecular dynamics modeling of meso-scale interfacial fluidsPei Ge, Linfeng Zhang, Huan Lei
The Journal of Chemical Physics|January 21, 2023
Data-driven construction of stochastic reduced dynamics encoded with non-Markovian featuresZhiyuan She, Pei Ge, Huan Lei
Physical Review Letters|August 30, 2024
Data-Driven Learning of the Generalized Langevin Equation with State-Dependent MemoryPei Ge, Zhongqiang Zhang, Huan Lei
IEEE Transactions on Pattern Analysis and Machine Intelligence|August 1, 2023
Structured Knowledge Distillation for Accurate and Efficient Object DetectionLinfeng Zhang, Kaisheng Ma
Physical Review Letters|November 13, 2023
Construction of Coarse-Grained Molecular Dynamics with Many-Body Non-Markovian MemoryLiyao Lyu, Huan Lei
The Journal of Chemical Physics|October 22, 2018
Adaptive coupling of a deep neural network potential to a classical force fieldLinfeng Zhang, Han Wang, Weinan E
Science Bulletin|December 22, 2022
Neural network representation of electronic structure from ab initio molecular dynamicsQiangqiang Gu, Linfeng Zhang, Ji Feng
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