25 citations · 37 across the 8 of their papers we have counts for
3 papers · 1 filter
Joint modeling of wind speed and wind direction through a conditional approach
Eva Murphy, Whitney Huang, Julie Bessac +2
Atmospheric near surface wind speed and wind direction play an important role in many applications, ranging from air quality modeling, building design, wind turbine placement to cl…
Station-wise statistical joint assessment of wind speed and direction under future climates across the United States
Qiuyi Wu, Julie Bessac, Whitney Huang +1
This study develops a statistical conditional approach to evaluate climate model performance in wind speed and direction and to project their future changes under the representativ…
A Deep Learning Approach to Probabilistic Forecasting of Weather
Nick Rittler, Carlo Graziani, Jiali Wang +1
We discuss an approach to probabilistic forecasting based on two chained machine-learning steps: a dimensional reduction step that learns a reduction map of predictor information t…