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B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data

Journal of Computational Physics, 2021
Liu Yang   +2 more
exaly  

BAYESIAN NEURAL NETWORKS

Statistical Problems in Particle Physics, Astrophysics and Cosmology, 2006
PUSHPALATHA C. BHAT, HARRISON B. PROSPER
openaire   +1 more source

Bayesian approach for neural networks—review and case studies

Neural Networks, 2001
Aki Vehtari, Jouko Lampinen
exaly  

Nonlinear time series forecasting with Bayesian neural networks

Expert Systems With Applications, 2014
Baris Aşıkgil, Ozan Kocadağlı
exaly  

Discovering uncertainty: Bayesian constitutive artificial neural networks

Computer Methods in Applied Mechanics and Engineering
Gerhard Holzapfel   +2 more
exaly  

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