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Distribird: Literature-Informed Prior Distribution Design for Bayesian Model Calibration

Via ArXiv cs.AI
Thursday, Aug 13, 2026 ยท 4:00AM
Summary

arXiv:2608.11210v1 Announce Type: new Abstract: Bayesian calibration of process-based models requires a prior distribution for each model parameter. Despite decades of methodological work, researchers almost always fall back on uniform priors. The main reason is that building informative priors from

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