Non-intrusive nonlinear model reduction via machine learning approximations to low-dimensional operators

Advanced Modeling and Simulation in Engineering Sciences

Zhe Bai¹  Liqian Peng² 

[1] Computational Research, Lawrence Berkeley National Lab, 94720, Berkeley, CA, USA;Facebook AI Applied Research, 94025, Menlo Park, CA, USA;

关键词: Computational mechanics;    Model reduction;    Machine learning;    Low-dimensional operators;    Dynamical systems;   

DOI  :  10.1186/s40323-021-00213-5

来源: Springer

【 授权许可】

CC BY