Thermodynamically Consistent Latent Dynamics Identification for Parametric Systems

Xiaolong He, Yeonjong Shin, Anthony Gruber +3

We propose an efficient thermodynamics-informed latent space dynamics identification (tLaSDI) framework for the reduced-order modeling of parametric nonlinear dynamical systems. Th…