Hamiltonian operator inference: Physics-preserving learning of reduced-order models for canonical Hamiltonian systems
Harsh Sharma, Zhu Wang, Boris Krämer
Topics & Concepts
Hamiltonian (control theory)Covariant Hamiltonian field theoryHamiltonian systemInferenceOperator (biology)Mathematical physicsMathematicsApplied mathematicsCalculus (dental)PhysicsTheoretical physicsComputer scienceArtificial intelligenceMathematical optimizationGeneMedicineDentistryBiochemistryRepressorChemistryTranscription factorModel Reduction and Neural NetworksNumerical methods for differential equationsGaussian Processes and Bayesian Inference