The work supplies an end-to-end differentiable PyTorch interface for PDE solvers and demonstrates it on RANS closure correction for two compressible-flow test cases.
arXiv: 2101.04413 [math.OC]
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An End-to-End PyTorch Interface for Differentiable PDE Solvers: A RANS Model-Correction Study
The work supplies an end-to-end differentiable PyTorch interface for PDE solvers and demonstrates it on RANS closure correction for two compressible-flow test cases.