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Assimilative causal inference

Abstract Causal inference is fundamental across scientific disciplines, yet existing methods struggle to capture instantaneous, time-evolving causal relationships in complex, high-dimensional systems. In this paper, assimilative causal inference (ACI) is developed, which is a methodological framewor...

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Bibliografische Detailangaben
Hauptverfasser: Marios Andreou, Nan Chen, Erik Bollt
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2026-01-01
Schriftenreihe:Nature Communications
Online-Zugang:https://doi.org/10.1038/s41467-026-68568-0
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