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Jun 11, 2026 · Artificial Intelligence

UniCM: A Unified Global Climate Mode Prediction Model Paving a New AI‑Driven Path for Climate Science

The UniCM model unifies ocean‑atmosphere climate modes in a dual‑branch transformer, achieving record‑long ENSO forecasts and revealing emergent predictability across seven key global modes, while offering interpretable attention maps that turn AI from a pure predictor into a climate discovery tool.