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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.

168,695 papers · 148 categories

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1 result for “TemperatureGAN”
TemperatureGAN: Generative Modeling of Regional Atmospheric Temperaturescs.LG

TemperatureGAN generates hourly atmospheric temperature data with high fidelity.

problem Generating accurate hourly atmospheric temperature data for climate risk assessment.
method Generative Adversarial Network (GAN) conditioned on months, locations, and time periods.
result TemperatureGAN produces high-fidelity hourly atmospheric temperature data with good spatial and temporal consistency.
TemperatureGANGANatmospheric temperatureclimate riskhourly data
2023-06-29abs ↗pdf ↗