A hybrid model coupling a Gaussian process latent field with a neural operator provides uncertainty estimates for forward and inverse PDE problems with noisy data.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ML 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
LVM-GP: Uncertainty-Aware PDE Solver via coupling latent variable model and Gaussian process
A hybrid model coupling a Gaussian process latent field with a neural operator provides uncertainty estimates for forward and inverse PDE problems with noisy data.