Information’s Grip on Matter: Guiding Principles for nullquilibrium Systems
![The study demonstrates that conditional mutual information [latex]I(l|l_B,p)[/latex] collapses onto a universal scaling function [latex]f[(p-p_c)l_B^{1/\nu}][/latex] with critical exponent [latex]\nu=1[/latex] and critical point [latex]p_c=1[/latex], indicating a robust phase transition governed by the system’s parameters and reflected in the corresponding renormalization group flow.](https://arxiv.org/html/2602.04961v1/x2.png)
A new framework leverages quantum information inequalities to constrain the behavior of complex materials far from equilibrium.
![The study demonstrates that conditional mutual information [latex]I(l|l_B,p)[/latex] collapses onto a universal scaling function [latex]f[(p-p_c)l_B^{1/\nu}][/latex] with critical exponent [latex]\nu=1[/latex] and critical point [latex]p_c=1[/latex], indicating a robust phase transition governed by the system’s parameters and reflected in the corresponding renormalization group flow.](https://arxiv.org/html/2602.04961v1/x2.png)
A new framework leverages quantum information inequalities to constrain the behavior of complex materials far from equilibrium.

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![The study demonstrates that quasiparticle heating remains sustained over time within a narrow measurement bandwidth when [latex]\Delta_{q}[/latex] is tuned near [latex]2t\cos(q-p)-E_{b,q}[/latex] for [latex]q=2[/latex], suggesting a resonant condition maintains energy within the system.](https://arxiv.org/html/2602.05924v1/narrow_counting_heating.png)
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