Multi-variance replica exchange SGMCMC for inverse and forward problems via Bayesian PINN
Guang Lin, Yating Wang, Zecheng Zhang
Topics & Concepts
ReplicaMathematical optimizationSolverComputer scienceMarkov chain Monte CarloInverse problemApplied mathematicsBayesian probabilityAlgorithmMathematicsArtificial intelligenceArtMathematical analysisVisual artsModel Reduction and Neural NetworksGaussian Processes and Bayesian InferenceMarkov Chains and Monte Carlo Methods