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Anaclara Alvez-Canepa

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#machine learning Jan 2026

Learning and extrapolating scale-invariant processes

This work explores the problem of prediction in the extrapolation regime of scale-free processes, and considers two paradigmatic problems that are statistically self-similar: the Abelian sandpile model and a two-dimensional fractional Gaussian field obeying linear dynamics.

Anaclara Alvez-Canepa, Cyril Furtlehner, François P. Landes · Physical Review E · 1 citation