Chinese | English

Search in the results

IMECH-IR

Browse/Search Results:  1-3 of 3 Help

Filters            
Selected(0)Clear Items/Page:    Sort:
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：42/0  |  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：35/2  |  Submit date：2023/09/05
Computational fluid dynamics  Kinetic theory  Boltzmann equation  Multi-scale method  Deep learning  
A Flux Reconstruction Stochastic Galerkin Scheme for Hyperbolic Conservation Laws 期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2023, 卷号: 95, 期号: 1, 页码: 18
Authors:  Xiao TB(肖天白);  Kusch, Jonas;  Koellermeier, Julian;  Frank, Martin
Adobe PDF(1737Kb)  |  Favorite  |  View/Download：196/5  |  Submit date：2023/04/20
Computational fluid dynamics  High order methods  Flux reconstruction  Uncertainty quantification  Stochastic Galerkin