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Accelerated replica exchange stochastic gradient Langevin diffusion enhanced Bayesian DeepONet for solving noisy parametric PDEs.
Guang Lin
Christian Moya
Zecheng Zhang
Published in:
CoRR (2021)
Keyphrases
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stochastic gradient
anisotropic diffusion
partial differential equations
nearest neighbor classifier
grassmann manifold
bayesian networks
image denoising
stochastic gradient descent
level set
maximum likelihood
multiresolution
posterior probability