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Isidora Jankov

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#graph neural networks Open access Oct 2026

A Graph Neural Network for Global Daily Fire Radiative Power Prediction at Medium-Range Lead Times

The model is a lightweight graph neural network. It treats each spatial patch as a grid graph, applies residual graph convolutions to each day of input history, and then aggregates the history with temporal convolutions. A two-part (hurdle) output head predicts both the probability of occurrence and the conditional int...

L. Zhang, Jun Wang, Isidora Jankov et al. · 0 citations

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