Computationally efficient physics approximating neural networks for highly nonlinear maps

Author:

Clarke Christopher Johann1,Chowdhury Jatin2,Lin Cindy Ming Ying1,Tan Ivan Fu Xing1,Priyadarshinee Prachee1,BT Balamurali1,Herremans Dorien1,Chen Jer-Ming1

Affiliation:

1. Singapore University of Technology and Design, Singapore, Singapore

2. Unaffliated

Publisher

ACM

Reference46 articles.

1. Nonlinear Mapping Networks

2. Optuna

3. Analysis of approaches to the universal approximation of a continuous function using Kolmogorov’s superposition

4. Genming Bai , Ujjwal Koley , Siddhartha Mishra , and Roberto Molinaro . 2021. Physics informed neural networks (PINNs) for approximating nonlinear dispersive PDEs. arXiv preprint arXiv:2104.05584 1, 1 ( 2021 ), 1--29. Genming Bai, Ujjwal Koley, Siddhartha Mishra, and Roberto Molinaro. 2021. Physics informed neural networks (PINNs) for approximating nonlinear dispersive PDEs. arXiv preprint arXiv:2104.05584 1, 1 (2021), 1--29.

5. Physics-informed neural networks (PINNs) for fluid mechanics: A review;Cai Shengze;Acta Mechanica Sinica,2022

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