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A comprehensive deep learning-based approach to reduced order modeling of nonlinear time-dependent parametrized PDEs.
Stefania Fresca
Luca Dedè
Andrea Manzoni
Published in:
CoRR (2020)
Keyphrases
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deep learning
reduced order
kalman filtering
unsupervised learning
machine learning
partial differential equations
computer vision
mental models
weakly supervised
video sequences
pairwise
supervised learning