B-DeepONet: An enhanced Bayesian DeepONet for solving noisy parametric PDEs using accelerated replica exchange SGLD
Guang Lin, Christian Moya, Zecheng Zhang
Topics & Concepts
ReplicaComputer scienceParametric statisticsConvergence (economics)Bayesian probabilityTrainMaxima and minimaOperator (biology)ExploitArtificial neural networkMathematical optimizationAlgorithmArtificial intelligenceMachine learningMathematicsStatisticsGeneTranscription factorCartographyComputer securityRepressorVisual artsMathematical analysisArtEconomic growthGeographyChemistryBiochemistryEconomicsModel Reduction and Neural NetworksImage and Signal Denoising MethodsNumerical methods in inverse problems