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Knowledge Management System of Institue of Mechanics, CAS
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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
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View/Download：40/0
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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)
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View/Download：35/2
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Submit date：2023/09/05
Computational fluid dynamics
Kinetic theory
Boltzmann equation
Multi-scale method
Deep learning
