Estimating model inadequacy in ordinary differential equations with physics-informed neural networks
Felipe Viana, Renato G. Nascimento, Arinan Dourado, Yigit Yucesan
Topics & Concepts
Ordinary differential equationArtificial neural networkGraphDifferential equationNumerical integrationApplied mathematicsDifferential (mechanical device)Computer scienceAlgorithmTheoretical computer scienceMathematicsArtificial intelligencePhysicsMathematical analysisThermodynamicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsProbabilistic and Robust Engineering Design