Search Results for author: Wen-An Yong

Found 3 papers, 1 papers with code

Machine learning moment closure models for the radiative transfer equation II: enforcing global hyperbolicity in gradient based closures

no code implementations30 May 2021 Juntao Huang, Yingda Cheng, Andrew J. Christlieb, Luke F. Roberts, Wen-An Yong

This is the second paper in a series in which we develop machine learning (ML) moment closure models for the radiative transfer equation (RTE).

RTE

Data-driven discovery of multiscale chemical reactions governed by the law of mass action

1 code implementation17 Jan 2021 Juntao Huang, Yizhou Zhou, Wen-An Yong

First, we use a single matrix to represent the stoichiometric coefficients for both the reactants and products in a system without catalysis reactions.

Learning Thermodynamically Stable and Galilean Invariant Partial Differential Equations for Non-equilibrium Flows

no code implementations28 Sep 2020 Juntao Huang, Zhiting Ma, Yizhou Zhou, Wen-An Yong

In this work, we develop a method for learning interpretable, thermodynamically stable and Galilean invariant partial differential equations (PDEs) based on the Conservation-dissipation Formalism of irreversible thermodynamics.

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