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Coupled calibration-control method for complex systems

Virgile Troude1, Sandro Claudio Lera1,2,3,*, and Didier Sornette1,†

  • 1Institute of Risk Analysis, Prediction and Management (Risks-X), Academy for Advanced Interdisciplinary Sciences, Southern University of Science and Technology, Shenzhen 518055, China
  • 2College of Business, Southern University of Science and Technology, Shenzhen 518055, China
  • 3Connection Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

  • *Contact author: leras@sustech.edu.cn
  • †Contact author: dsornette@ethz.ch

Pseudo-bifurcations in stochastic non-normal systems and the limits of early-warning signals

Virgile Troude, Sandro Claudio Lera, Ke Wu, and Didier Sornette

Commun Phys 9 289 (2026)

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