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researcher

V. Laitinen

3 papers hereh-index 12525 citations43 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.AP2
  • math.DS1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedProbabilistic multivariate early warning signals

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

math.DS2026

Memory reshapes stability landscapes: resilience-resistance tradeoffs and critical transitions

Moein Khalighi, Chandler Ross, Ville Laitinen +2

Regime shifts in biology, ecology, and other complex systems are often interpreted through stability landscapes and early warning signals that implicitly assume dynamics without me…

stat.AP2025

Reconstructing ecological community dynamics from limited observations

Chandler Ross, Ville Laitinen, Moein Khalighi +4

Ecosystems tend to fluctuate around stable equilibria in response to internal dynamics and environmental factors. Occasionally, they enter an unstable tipping region and collapse i…

stat.AP2022★ 1 cited

Probabilistic multivariate early warning signals

Ville Laitinen, Leo Lahti

A broad range of natural and social systems from human microbiome to financial markets can go through critical transitions, where the system suddenly collapses to another stable co…

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