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On the latent dimension of deep autoencoders for reduced order modeling of PDEs parametrized by random fields.
Nicola Rares Franco
Daniel Fraulin
Andrea Manzoni
Paolo Zunino
Published in:
CoRR (2023)
Keyphrases
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random fields
reduced order
maximum entropy
markov random field
parameter estimation
conditional random fields
non stationary
kalman filtering
probabilistic model
denoising
graphical models
level set
latent variables
object tracking
image denoising
partial differential equations