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NeurIPS · 2026

LEVDA: Latent Ensemble Variational Data Assimilation via Differentiable Dynamics

Phillip Si, Peng Chen

Conference on Neural Information Processing Systems

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Overview

A differentiable latent ensemble-variational smoother for joint state–parameter estimation from sparse, irregular observations.