Symplectic neural networks in Taylor series form for Hamiltonian systems
Yunjin Tong, Shiying Xiong, Xingzhe He, Guanghan Pan, Bo Zhu
Topics & Concepts
Taylor seriesSymplectic geometrySymplectic integratorArtificial neural networkHamiltonian systemHamiltonian (control theory)Computer scienceApplied mathematicsAlgorithmMathematicsArtificial intelligenceMathematical optimizationMathematical analysisSymplectic manifoldModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisMeteorological Phenomena and Simulations