Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems

Elizabeth Qian, Boris Kramer, Benjamin Peherstorfer +1

We present Lift & Learn, a physics-informed method for learning low-dimensional models for large-scale dynamical systems. The method exploits knowledge of a system's governing equa…