
Proposing a data-driven method, tLaSDI, that embeds thermodynamics in latent space dynamics identification.


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tlasdi-thermodynamics-informed-latent-space-dynamics-identification


tLaSDI: Thermodynamics-informed Latent Space Dynamics Identification



Latent Space Dynamics Identification algorithms offer flexible reduced-order modeling solutions.



Latent Space Dynamics Identification Algorithms for Reduced Order Modeling: A Comprehensive Review



Machine-learning-based ROMs offer flexibility and accuracy in reduced-order modeling.



Latent Space Dynamics Identification Algorithms for Reduced-Order Modeling: A Comprehensive Review
