FlowDA: Accurate, Low-Latency Weather Data Assimilation via Flow Matching

Ran Cheng, Lailai Zhu

Data assimilation (DA) is a fundamental component of modern weather prediction, yet it remains a major computational bottleneck in machine learning (ML)-based forecasting pipelines…