ENTITY Bayesian PINNs

Bayesian PINNs

PulseAugur coverage of Bayesian PINNs — every cluster mentioning Bayesian PINNs across labs, papers, and developer communities, ranked by signal.

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TOOL · CL_289374 · Oct 9 · 04:00

New research uncovers and proposes fixes for bias in Bayesian PINNs

Researchers have identified a significant bias in Bayesian physics-informed neural networks (B-PINNs) when they are formulated with a collider structure. This bias can cause the posterior distribution of physical parame…