Robust Data-Driven Discovery of Partial Differential Equations under Uncertainties

Zhiming Zhang, Yongming Liu

Robust physics (e.g., governing equations and laws) discovery is of great interest for many engineering fields and explainable machine learning. A critical challenge compared with…