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Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning.
Thomas O'Leary-Roseberry
Peng Chen
Umberto Villa
Omar Ghattas
Published in:
CoRR (2022)
Keyphrases
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high dimensional
neural network
learning systems
learning algorithm
learning process
learning scheme
online learning
main contribution
learning mechanism
learning rules
unsupervised learning
theoretical framework
learning tasks
knowledge acquisition
inductive inference
supervised learning
probabilistic model