NeuFENet: neural finite element solutions with theoretical bounds for parametric PDEs
Biswajit Khara, Aditya Balu, Ameya Joshi, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian
Topics & Concepts
Finite element methodPartial differential equationParametric statisticsGalerkin methodCollocation (remote sensing)Convergence (economics)Applied mathematicsMathematicsArtificial neural networkDiscretizationBoundary value problemMathematical optimizationComputer scienceMathematical analysisStatisticsPhysicsEconomic growthThermodynamicsEconomicsMachine learningModel Reduction and Neural NetworksNumerical methods in engineeringFluid Dynamics and Vibration Analysis