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Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers

Kiwon Um, Robert Brand, Yun Fei, Philipp Holl, Nils Thuerey

2020HAL (Le Centre pour la Communication Scientifique Directe)16 citations

Abstract

Source-code and further details at: https://github.com/tum-pbs/Solver-in-the-Loop

Topics & Concepts

SolverDifferentiable functionPartial differential equationComputer scienceDiscretizationApplied mathematicsMathematical optimizationComputational scienceMathematicsMathematical analysisProgramming languageModel Reduction and Neural NetworksNumerical methods for differential equationsAdvanced Thermodynamics and Statistical Mechanics
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