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A framework for data-driven solution and parameter estimation of PDEs using conditional generative adversarial networks

Teeratorn Kadeethum, Daniel O’Malley, Jan N. Fuhg, Youngsoo Choi, Jonghyun Lee, Hari Viswanathan, Nikolaos Bouklas

2021Nature Computational Science86 citationsDOIOpen Access PDF

Topics & Concepts

Inverse problemSolverPartial differential equationComputer scienceFocus (optics)Applied mathematicsInverseAlgorithmGaussianMathematical optimizationMathematicsMathematical analysisGeometryOpticsPhysicsQuantum mechanicsModel Reduction and Neural NetworksGenerative Adversarial Networks and Image SynthesisAdvanced Image Processing Techniques
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