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Physical Review X

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Limits of Inference in Complex Systems: When Stochastic Models Become Indistinguishable

Javier Aguilar*

Miguel A. Muñoz†

Sandro Azaele†

  • Dipartimento di Fisica e Astronomia Galileo Galilei, Università degli Studi di Padova, via Marzolo 8, 35131 Padova, Italy, and Departamento de Electromagnetismo y Física de la Materia and Instituto Carlos I de Física Teórica y Computacional, Universidad de Granada, E-18071, Granada, Spain

  • Departamento de Electromagnetismo y Física de la Materia and Instituto Carlos I de Física Teórica y Computacional, Universidad de Granada, E-18071, Granada, Spain

  • *Contact author: javiersanguilar@gmail.com
  • †Leadership of the research was shared among the senior authors.

Limits of Inference in Complex Systems: When Stochastic Models Become Indistinguishable

Javier Aguilar, Miguel A. Muñoz, and Sandro Azaele

Phys. Rev. X 16 031015 (2026)

Noise-induced excitability: Bloom, bust, and extirpation in autotoxic population dynamics

P. Moreno-Spiegelberg and J. Aguilar

Chaos: An Interdisciplinary Journal of Nonlinear Science 36 093116 (2026)

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