SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems
Pengzhan Jin, Zhen Zhang, Aiqing Zhu, Yifa Tang, George Em Karniadakis
Topics & Concepts
Symplectic geometrySeparable spaceHamiltonian systemGeneralizationMathematicsHamiltonian (control theory)Computer scienceApplied mathematicsPure mathematicsMathematical analysisMathematical optimizationModel Reduction and Neural NetworksTopic ModelingNeural Networks and Applications