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Molecular kinetic modelling of non-equilibrium transport of confined van der Waals fluids 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 976, 页码: 36
Authors:  Shan, Baochao;  Su, Wei;  Gibelli, Livio;  Zhang YH(张勇豪)
Adobe PDF(1113Kb)  |  Favorite  |  View/Download:39/2  |  Submit date:2024/01/02
microscale transport  kinetic theory  
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
Authors:  Xiao TB(肖天白);  Frank, Martin
Adobe PDF(5203Kb)  |  Favorite  |  View/Download:44/0  |  Submit date:2023/09/05
Kinetic theory  Computational fluid dynamics  Scientific machine learning  Artificial neural network  
Predicting continuum breakdown with deep neural networks 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 489, 页码: 112278
Authors:  Xiao TB(肖天白);  Schotthoefer, Steffen;  Frank, Martin
Adobe PDF(3004Kb)  |  Favorite  |  View/Download:36/2  |  Submit date:2023/09/05
Computational fluid dynamics  Kinetic theory  Boltzmann equation  Multi-scale method  Deep learning