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Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning.
Kevin T. Carlberg
Antony Jameson
Mykel J. Kochenderfer
Jeremy Morton
Liqian Peng
Freddie D. Witherden
Published in:
J. Comput. Phys. (2019)
Keyphrases
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high order
data sets
neural network
prior knowledge
learning algorithm
multi task learning
learning tasks
higher order
pairwise
small number
missing values
data points
missing data
data sources
training data
semi supervised
high dimensional data