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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:
Adv. Comput. Math. (2024)
Keyphrases
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random fields
reduced order
maximum entropy
markov random field
non stationary
parameter estimation
conditional random fields
latent variables
kalman filtering
denoising
probabilistic model
state space
image processing
multiscale
image denoising
nonlinear systems