Deep neural network modeling of unknown partial differential equations in nodal space

Author:

Chen Zhen,Churchill Victor,Wu Kailiang,Xiu Dongbin

Funder

Air Force Office of Scientific Research

Publisher

Elsevier BV

Subject

Computer Science Applications,Physics and Astronomy (miscellaneous),Applied Mathematics,Computational Mathematics,Modelling and Simulation,Numerical Analysis

Reference26 articles.

1. Discovering governing equations from data by sparse identification of nonlinear dynamical systems;Brunton;Proc. Natl. Acad. Sci. USA,2016

2. Learning reduced systems via deep neural networks with memory;Fu;J. Mach. Learn. Model. Comput.,2020

3. Deep residual learning for image recognition;He,2016

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