no code implementations • 30 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).
1 code implementation • 17 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.
no code implementations • 28 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.