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    Dynamical Spreading and Memory Retention of Particle Suspensions under Power Law Potential

    Ido Fanto1,*, Yuval Rosenblum1, Ori Harel1, Matan Yah Ben Zion2, and Naomi Oppenheimer1,†

    • 1School of Physics and Astronomy and the Center for Physics and Chemistry of Living Systems, Tel Aviv University, Tel Aviv 6997801, Israel
    • 2Department of Artificial Intelligence, Donders Center for Cognition, Radboud University, Nijmegen, The Netherlands

    • *Contact author: idofanto@mail.tau.ac.il
    • †Contact author: naomiop@gmail.com

    Phys. Rev. Lett. 136, 248202 – Published 18 June, 2026

    DOI: https://doi.org/10.1103/v1nk-pfzj

    Abstract

    We study the overdamped dynamic spreading of a suspension of particles under a repulsive power law potential. We predict that the suspension spreads in a self-similar form, with its radius growing in time with a power independent of the dimension. We confirm this prediction experimentally using magnetized colloids with dipolar repulsion. Numerical simulations corroborate the experiments and further predict a categorically different behavior at a critical power, below which the initial distribution is no longer concentrated at the origin. Instead, particles accumulate at the perimeter and retain a long-lived memory of their original pattern. Below this threshold, the initial distribution seeds the resulting pattern, encoding the future structure of a dynamically evolving system.

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