Learning physics-based models from data: perspectives from inverse problems and model reduction.

Omar Ghattas Karen Willcox

Published in: Acta Numer. (2021)

Keyphrases

learned models
learning models
accurate models
prior knowledge
probabilistic model
physical models
similarity measure
missing data
objective function
mutual information
computationally expensive
convex optimization