Author

Jiong Wang

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#machine learning Preprint Sep 2026

WeatherDiagFlow: Evidence-Grounded Radar Nowcasting with Diagnostic Flow Refinement

WeatherDiagFlow connects numerical prediction, evidence-grounded reporting, and auditable verification under a leakage-controlled protocol to formulate radar nowcasting as an evidence-grounded forecast--bulletin--audit task, in which a numerical forecaster produces both future radar fields and structured diagnostic evi...

Chun-Lei Shi, Yu-Feng Zhu, Yi-Xiao Liang et al. · 0 citations

Preprint Aug 2026

Learning Continuous Regional Temperature Fields with Lead-Time and Resolution Queries

The Continuous Spatiotemporal Temperature Forecaster (CSTF) is proposed, a neural field that turns forecast lead time and output resolution into explicit queries when evaluating 2-m temperature (T2M) and achieves the best aggregate deterministic skill.

Chun-Lei Shi, Jiong Wang, Yilin Wei et al. · 0 citations