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Reduced-order deep learning for flow dynamics. The interplay between deep learning and model reduction.
Min Wang
Siu Wun Cheung
Wing Tat Leung
Eric T. Chung
Yalchin Efendiev
Mary F. Wheeler
Published in:
J. Comput. Phys. (2020)
Keyphrases
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deep learning
unsupervised learning
machine learning
reduced order
probabilistic model
higher order
mental models
learning algorithm
multiscale
input image
supervised learning
topic models
learning strategies
weakly supervised