Spectrum-Informed Multistage Neural Networks: Multiscale Function Approximators of Machine Precision

Jakin Ng, Yongji Wang, Ching-Yao Lai

Deep learning frameworks have become powerful tools for approaching scientific problems such as turbulent flow, which has wide-ranging applications. In practice, however, existing…