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Liu Yang, Xuhui Meng, George Em Karniadakis. B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data. J. Comput. Physics, 425:109913, 2021. [doi]
Abstract is missing.