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researcher

Kaiwei Liu

6 papers hereh-index 5139 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • physics.soc-ph2
  • cs.CE1
  • cs.IT1
  • nlin.CD1
  • q-bio.NC1
same name
  • Kaiwei Liu — 10 papers, h 6
  • Kaiwei Liu — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedFinding emergence in data by maximizing effective information

16 citations · 24 across the 5 of their papers we have counts for

collaborators
Showing nlin.CDShow all

1 paper · 1 filter

nlin.CD2025

SVD-based Causal Emergence for Gaussian Iterative Systems

Kaiwei Liu, Linli Pan, Zhipeng Wang +3

Causal emergence (CE) based on effective information (EI) demonstrates that macro-states can exhibit stronger causal effects than micro-states in dynamics. However, the identificat…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.