most citedStochastic Operator Network: A Stochastic Maximum Principle Based Approach to Operator Learning

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math.DS2026

A Score Filter Enhanced Data Assimilation Framework for Data-Driven Dynamical Systems

Jingqiao Tang, Ryan Bausback, Feng Bao +2

We introduce a score-filter-enhanced data assimilation framework designed to reduce predictive uncertainty in machine learning (ML) models for data-driven dynamical system forecast…