Dataset · Hugging Face

jcy20/PosteriorBench

Name: PosteriorBench
Creator: jcy20
License: cc-by-4.0
Keywords: license:cc-by-4.0, arxiv:2609.20794, region:us, physics, pde, inverse-problems, posterior-sampling, scientific-machine-learning

PosteriorBench datasets PosteriorBench provides paired physical fields and reference posterior ensembles for evaluating scientific inverse solvers. The four tasks are Poisson, Darcy flow, light transport (LTMI), and carbon capture and storage (CCS). It includes training data as well as posterior cases for evaluation of generated posterior distributions. Our benchmark paper is accepted at NeurIPS 2026! Check out the paper and code. Dataset overview Dataset… See the full description on the dataset page: https://huggingface.co/datasets/jcy20/PosteriorBench.

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Author / organization	jcy20
License (as declared)	cc-by-4.0
Downloads	330 (as reported by Hugging Face)
Likes	1
Created	9 October 2026
Last updated at source	9 October 2026

physicspdeinverse-problemsposterior-samplingscientific-machine-learning

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