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
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