ML4WX

Post-processing & calibration

Medium-Term Wind Speed Prediction using Bayesian Neural Network (BNN)

Sana Mohsin, Sofia Najwa Ramli, Maria Imdad

International journal of systematic innovation ·

PaperPDF

In one sentence. Bayesian neural network post-processes NWP inputs to forecast medium-term wind speed, beating LASSO on MAPE and NMAE across several horizons.

Labels

Topic
Post-processing & calibration
Type
New model or method
Method
Other
Time scale
3–15 days
Data
NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
OpenAlex:W3212348872
Added
2026-10-22

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