most citedDeep surrogate model for learning Green's function associated with linear reaction-diffusion operator

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stat.ML2026

AECSF: Adaptive Ensemble Conditional Score Filtering for High-Dimensional Nonlinear Data Assimilation

Yangwen Zhang, Shiwei Ni, Xiaoping Zhang +2

Bayesian state estimation for high-dimensional nonlinear dynamical systems entails a fundamental tension between statistical fidelity and computational tractability, as particle we…