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physics-feature retrieval-augmented output correction

technology1 mentionslast seen Sep 21, 2026

Modular augmentation that selects historical tiles using environmental and fire-state descriptors and applies learned correction to a frozen model's logits.

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physics-feature retrieval-augmented output correction

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physics-feature retrieval-augmented output correctionapplies towildfire prediction

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preprintarXivSep 18, 2026Modular Deep Learning Mechanisms for Auditable Next-Day Wildfire Spread Prediction
physics-feature retrieval-augmented output correction, and fire conditioned dual-stream gating. The retrieval module selects historical tiles using a nine-dimensional environmental and fire-state descriptor and applies a learned correction to a frozen model's logits