GMC-PINNs: A new general Monte Carlo PINNs method for solving fractional partial differential equations on irregular domains
Shupeng Wang, George Em Karniadakis
Topics & Concepts
Monte Carlo methodPartial differential equationMathematicsApplied mathematicsHybrid Monte CarloDomain (mathematical analysis)Quasi-Monte Carlo methodMathematical optimizationComputer scienceAlgorithmMathematical analysisMarkov chain Monte CarloStatisticsModel Reduction and Neural NetworksFractional Differential Equations SolutionsNumerical methods in engineering