yiyiguoml/UAR-MJO-BiasCorrection: Unified Attention Recurrent Neural Network for MJO Bias Correction

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Authors: yiyiguoml
Cited by: 1

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