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FuXi cascaded short-to-long-range weather prediction

Cascades separately fine-tuned forecast models for0–5,5–10 and10–15-day windows, using joint space-time embedding and a U-Transformer to reduce long-range autoregressive errors.

What is recorded here?

Cascades separately fine-tuned forecast models for0–5,5–10 and10–15-day windows, using joint space-time embedding and a U-Transformer to reduce long-range autoregressive errors.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

First two authors equal, final two correspondence. Original deterministic cascade is not the later FuXi ensemble/probabilistic system. Comparability with ECMWF ensemble mean concerns selected evaluation metrics, not equivalent calibrated uncertainty or every field. Error accumulation persists; reference datasets and ERA5 split constrain comparisons.

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People and systems

Lei Chen; Xiaohui Zhong; Feng Zhang; Yuan Cheng; Yinghui Xu; Yuan Qi; Hao Li

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

FuXi cascaded short-to-long-range weather prediction

Cascades separately fine-tuned forecast models for0–5,5–10 and10–15-day windows, using joint space-time embedding and a U-Transformer to reduce long-range autoregressive errors.

Scientific scope

First two authors equal, final two correspondence. Original deterministic cascade is not the later FuXi ensemble/probabilistic system. Comparability with ECMWF ensemble mean concerns selected evaluation metrics, not equivalent calibrated uncertainty or every field. Error accumulation persists; reference datasets and ERA5 split constrain comparisons.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Lei Chen; Xiaohui Zhong; Feng Zhang; Yuan Cheng; Yinghui Xu; Yuan Qi; Hao Li

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources