2 papers
cs.LG2024
Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs
Farrukh A. Chishtie, Dominique Brunet, Rachel H. White +11
Heatwaves, prolonged periods of extreme heat, have intensified in frequency and severity due to climate change, posing substantial risks to public health, ecosystems, and infrastru…
stat.AP2023
Mind the (spectral) gap: How the temporal resolution of wind data affects multi-decadal wind power forecasts
Nina Effenberger, Nicole Ludwig, Rachel H. White
To forecast wind power generation in the scale of years to decades, outputs from climate models are often used. However, one major limitation of the data projected by these models…