Detecting extreme event-driven causality

Siyang Yu

doi:10.1016/j.chaos.2025.117138

Detecting extreme event-driven causality

2025-08-27

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DOI：10.1016/j.chaos.2025.117138

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Abstract

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• A novel causality detecting method is proposed to detect and quantify event-to-event coupling. • The proposed method works better for causality detecting between extreme events. • In event-to-event causality detecting, full measurements outperform partial ones.

Keywords:

causality detection

extreme events

event-to-event coupling

full measurements

partial measurements

Detecting extreme event-driven causality

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