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Note 11 · weather / lightning / deep learning

The bolt is now being asked to announce itself

Yethikrishna ROriginal on Threads

the bolt is now being asked to announce itself: deeplight reads radar reflectivity and cloud properties to predict lightning under uncertainty, a cnn with attention hits an f1 of 0.65 for five minute thunderstorm risk, and a unet fuses fy 4a satellite imagery with power grid strikes for north china nowcasting.

the sky now files its own strike forecast.

Sources

  1. arXiv: Lightning Prediction under Uncertainty, DeepLight with Hazy Lossarxiv.org
  2. Deep Learning-Based Lightning Nowcasting via Embedded Attention Mechanismsiapjournals.ac.cn

Provenance

The note above is reproduced unedited from the original post, first published on Threads on 3 October 2026 at 21:04 IST. Sources are the papers and datasets the note draws on.

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