Publication | Open Access

Variational Onsager Neural Networks (VONNs): A thermodynamics-based variational learning strategy for non-equilibrium PDEs

Thermodynamic ModellingEngineeringVariational AnalysisPde-constrained OptimizationPhysic Aware Machine LearningEntropyMultiphysics ModelingEquilibrium ThermodynamicsNon-equilibrium Pdes