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Characterizing the Reynolds number dependence of the chaotic attractor in two-dimensional turbulence with dimension-minimizing autoencoders

Andrew Cleary*,† and Jacob Page‡

  • School of Mathematics & Maxwell Institute for Mathematical Sciences, University of Edinburgh, Edinburgh EH9 3FD, United Kingdom

  • *Contact author: andrew.cleary@ed.ac.uk
  • †Present address: Department of Mechanical Engineering, Johns Hopkins University, Baltimore MD 21218, USA.
  • ‡Contact author: jacob.page@ed.ac.uk

Degree-of-freedom and optimization-dynamic effects on the observability of Kuramoto–Sivashinsky systems

Noah B. Frank, Joshua L. Pughe-Sanford, and Samuel J. Grauer

Journal of Computational Physics 563 115114 (2026)

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