Before revision: We introduce DeepMoD, a deep learning based model discovery algorithmwhich seeks the partial differential equation underlying a spatio-temporal data set . DeepMoD employs sparse regression on a library of basis functions and their corresponding spatial derivatives.
After revision: We introduce DeepMoD, a deep learning based model discovery algorithmwhich seeks the partial differential equation underlying a spatio-temporal data set using sparse regression on a library of basis functions and their corresponding spatial derivatives.