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#machine learning Preprint Oct 2026

Towards Explainable Benchmarking for Data-driven Post-Wildfire Debris Flow Prediction

Post-wildfire debris flows (PFDFs) are destructive sediment-laden hazards triggered when intense rainfall strikes recently burned terrain, destabilizing hillslopes and threatening infrastructure, local economies, and community safety. Data-driven methods have been proposed to learn predictive patterns directly from his...

Zhi-Sheng Qi, Li Zhu, Utkarsh Sahu et al. · 0 citations

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