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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “pyrocumulonimbus”

Pyrocast: a Machine Learning Pipeline to Forecast Pyrocumulonimbus (PyroCb) Cloudsphysics.ao-ph

Pyrocast predicts pyrocumulonimbus clouds six hours before they form.

problem Predicting pyrocumulonimbus clouds to adapt to climate change.

method Database of 148 pyroCb events, Random Forests, CNNs, and Auto-Encoders.

result Best model predicts pyroCb with 90% accuracy.

pyrocumulonimbus wildfire climate change machine learning forecasting

2022-11-22abs ↗pdf ↗

Identifying the Causes of Pyrocumulonimbus (PyroCb)stat.ML

New analysis identifies key factors in wildfire-generated thunderstorms.

problem Understanding the causes of pyrocumulonimbus (pyroCb) storms.

method Invariant Causal Prediction, conditional independence test, greedy-ICP search algorithm.

result Identified seven causal predictors for pyroCb formation.

pyrocumulonimbus fire-induced thunderstorms causal discovery sensible heat flux humidity

2022-11-16abs ↗pdf ↗