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Deep Learning-based surrogate models for parametrized PDEs: handling geometric variability through graph neural networks.
Nicola Rares Franco
Stefania Fresca
Filippo Tombari
Andrea Manzoni
Published in:
CoRR (2023)
Keyphrases
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deep learning
neural network
unsupervised learning
machine learning
unsupervised feature learning
pattern recognition
level set
partial differential equations
deep architectures
image processing
mental models
graph structure
weakly supervised