variational autoencoders

VENI, VINDy, VICI: A generative reduced-order modeling framework with uncertainty quantification
Generative models are transforming science and engineering by enabling efficient synthetization and exploration of new scenarios for …
Paolo Conti, Jonas Kneifl, Andrea Manzoni, Attilio Frangi, Jörg Fehr, Steven L. Brunton, J. Nathan Kutz
Cite Code DOI
VENI, VINDy, VICI: A generative reduced-order modeling framework with uncertainty quantification