Failure-Informed Adaptive Sampling for PINNs, Part II: Combining with Re-sampling and Subset Simulation
Zhiwei Gao, Tao Tang, Liang Yan, Tao Tang
Topics & Concepts
Adaptive samplingSampling (signal processing)GaussianImportance samplingAlgorithmComputer scienceExtension (predicate logic)Simulated annealingMathematical optimizationMathematicsStatisticsMonte Carlo methodFilter (signal processing)Quantum mechanicsProgramming languagePhysicsComputer visionModel Reduction and Neural NetworksNanopore and Nanochannel Transport StudiesNeural Networks and Applications