Discovery of partial differential equations from highly noisy and sparse data with physics-informed information criterion

Hao Xu, Junsheng Zeng, Dongxiao Zhang

Data-driven discovery of PDEs has made tremendous progress recently, and many canonical PDEs have been discovered successfully for proof-of-concept. However, determining the most p…