A unified sparse optimization framework to learn parsimonious physics-informed models from data

Kathleen Champion, Peng Zheng, Aleksandr Y. Aravkin +2

Machine learning (ML) is redefining what is possible in data-intensive fields of science and engineering. However, applying ML to problems in the physical sciences comes with a uni…