Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty

Deep Ray, Javier Murgoitio-Esandi, Agnimitra Dasgupta, Assad A. Oberai

2023Computer Methods in Applied Mechanics and Engineering18 citationsDOI

Topics & Concepts

Inverse problemLipschitz continuityConditional probability distributionDimension (graph theory)Applied mathematicsComputer scienceMathematical optimizationProbabilistic logicConvergence (economics)MathematicsAlgorithmArtificial intelligenceMathematical analysisStatisticsPure mathematicsEconomic growthEconomicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignGenerative Adversarial Networks and Image Synthesis