Published February 17, 2026
| Version v1.0.0
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Open
yiyiguoml/UAR-MJO-BiasCorrection: Unified Attention Recurrent Neural Network for MJO Bias Correction
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Description
This repository provides the implementation of a deep learning–based post-processing framework for bias correction of Madden–Julian Oscillation (MJO) predictions from subseasonal forecasting systems. The model learns systematic errors in forecasted RMM indices across lead times and outputs deterministic corrections using attention-based sequence modeling.
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yiyiguoml/UAR-MJO-BiasCorrection-v1.0.0.zip
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(371.5 kB)
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Additional details
Related works
- Is supplement to
- Software: https://github.com/yiyiguoml/UAR-MJO-BiasCorrection/tree/v1.0.0 (URL)
Software
- Repository URL
- https://github.com/yiyiguoml/UAR-MJO-BiasCorrection