yiyiguoml/UAR-MJO-BiasCorrection: Unified Attention Recurrent Neural Network for MJO Bias Correction
Abstract
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.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 17 February 2026