Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems
Elizabeth Qian, Boris Krämer, Benjamin Peherstorfer, Karen Willcox
Topics & Concepts
Lift (data mining)Nonlinear systemDynamical systems theoryQuadratic equationApplied mathematicsCoordinate systemMathematicsComputer scienceArtificial intelligencePhysicsGeometryMachine learningQuantum mechanicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsAdvanced Electron Microscopy Techniques and Applications