SciAI4Industry -- Solving PDEs for industry-scale problems with deep learning

no code implementations • 23 Nov 2022 • Philipp A. Witte, Russell J. Hewett, Kumar Saurabh, AmirHossein Sojoodi, Ranveer Chandra

Solving partial differential equations with deep learning makes it possible to reduce simulation times by multiple orders of magnitude and unlock scientific methods that typically rely on large numbers of sequential simulations, such as optimization and uncertainty quantification.

Uncertainty Quantification