R. O'Shaughnessy

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Karl Daningburg (1)A. E. Lovell (1)A. Mohan (1)

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Sep 24, 2026

Affiliation:3w ago

Rapid Uncertainty Quantification on a Latent Field using Fisher Information

Full posterior sampling is no longer a bottleneck for physical inverse problems: coupling Fisher information with differentiable solvers yields calibrated latent field uncertainties and tighter predictive intervals without running MCMC.

Karl Daningburg, A. E. Lovell, A. Mohan +1

R. O'Shaughnessy

Publication activitypapers/week, last 8 weeks

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R. O'Shaughnessy

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Papers (1)