Proposing a data-driven method, tLaSDI, that embeds thermodynamics in latent space dynamics identification.
Latent Space Dynamics Identification algorithms offer flexible reduced-order modeling solutions.
Machine-learning-based ROMs offer flexibility and accuracy in reduced-order modeling.