cics-nd / pde-surrogate Star 136 Code Issues Pull requests Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data generative-model energy-based-model porous-media-flow normalizing-flow physics-constrained reverse-kld Updated Oct 18, 2019 Python