# Amortized Localized Posterior Inference for Model Calibration with Application to an Ocean Turbulence Closure

**Published:** October 30, 2026
**Author:** Exauc\'e Luweh Adjim Ngarti (AIRSEA), \'Elise Arnaud (AIRSEA), L\'eo Nicoletti (Mines Saint-\'Etienne MSE, LIMOS, FAYOL-ENSMSE, FAYOL-ENSMSE), Victor Trappler (Mines Saint-\'Etienne MSE, LIMOS, FAYOL-ENSMSE, FAYOL-ENSMSE), Arthur Vidard (AIRSEA)
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/amortized-localized-posterior-inference-for-model-calibration-with-appli

arXiv:2610.37731v1 Announce Type: new Abstract: Model discrepancy may prevent a single calibration parameter from reproducing a physical response across the context domain. In addition, uncertainties in observations and contexts affect calibration and must be accounted for and…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.37731)

**Tags:** #arXiv

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