Symplectic learning for Hamiltonian neural networks
Marco David, Florian Méhats
Topics & Concepts
Symplectic geometryHamiltonian systemHamiltonian (control theory)DiscretizationArtificial neural networkComputer scienceSymplectic integratorApplied mathematicsMathematicsArtificial intelligenceMathematical optimizationPure mathematicsMathematical analysisSymplectic manifoldModel Reduction and Neural NetworksAdvanced Electron Microscopy Techniques and ApplicationsNumerical methods for differential equations