The Fire-Centered Evaluation Region (FCER) framework enables boundary-aware UQ evaluation, where a distilled student model shows comparable calibration to an ensemble on the WildfireSpreadTS dataset.
Connections of climate change and variability to large and extreme forest fires in southeast australia.Communications Earth & Environment, 2(1)
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Boundary-Aware Uncertainty Quantification for Wildfire Spread Prediction
The Fire-Centered Evaluation Region (FCER) framework enables boundary-aware UQ evaluation, where a distilled student model shows comparable calibration to an ensemble on the WildfireSpreadTS dataset.