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cond-mat.stat-mech

Statistical Mechanics

Phase transitions, thermodynamics, field theory, non-equilibrium phenomena, renormalization group and scaling, integrable models, turbulence

Papers reviewed in the last 7 days lead, then the papers readers actually read. Ranking is not a quality score.

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Form factor matches random-matrix curve in all three Dyson classes

Beyond a Thouless time, kicked many-body spectra reproduce COE, CUE, and CSE form factors to second order.

· “Leading and beyond leading-order spectral form factor in chaotic quantum many-body systems across all Dyson symmetry classes”

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TeNeS-v2 adds real-time and thermal simulation to 2D tensor-network solver

One software package now handles ground states, quench dynamics, and finite-temperature benchmarks against quantum Monte Carlo.

· “TeNeS-v2: Enhancement for Real-Time and Finite Temperature Simulations of Quantum Many-Body Systems”

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Counter-adiabatic strokes boost a quantum engine's power

On an NMR processor, the shortcut engine beats the non-adiabatic one at short driving times, even paying the shortcut's energy cost.

· “Experimental investigation of a quantum Otto heat engine with shortcuts to adiabaticity implemented using counter-adiabatic driving”

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Same spin model has two different fourth-order critical points

At fixed energy, the BEG model shows reentrant transitions and temperature jumps that the fixed-temperature ensemble misses.

· “Ensemble inequivalence in the Blume-Emery-Griffiths model near a fourth order critical point”

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Tweaked quantization condition handles bound states and resonances

Extended formalism extracts dimer–particle scattering, including a deuteron–triton toy model.

· “Numerical exploration of three relativistic particles in a finite volume including two-particle resonances and bound states”

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EEG q parameter rises for whole-brain activity and falls with age

A single fitted value tracks neural complexity: pooled channels outrank single ones, and theta power tracks q.

· “Neurophysiological correlates to the human brain complexity through q-statistical analysis of electroencephalogram”

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Arms race math caps immune arsenals at about 10

New model says metabolic and autoimmune costs of each defense layer set a finite ceiling on how many systems a cell or virus can keep.

· “The number of immune defense and counter-defense systems sustained in the arms race between procaryotes and viruses”

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Aging detected in velocity correlations of heated granular gas

Slower decay with longer waiting time shows a 3D dissipative gas remembers its past velocities.

· “Aging Dynamics and Velocity Field Correlations in Three-Dimensional Uniformly Heated Granular Gases: A Molecular Dynamics Study”

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All two-magnon zero modes of the alternating chain solved exactly

A generalized Bethe ansatz also captures most three-magnon zero-energy states and gives closed-form entanglement.

· “Exact generalized Bethe eigenstates of the non-integrable alternating Heisenberg chain”

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Quantum Mpemba effect predicted in phase-quenched Josephson dots

A Green's-function analysis shows both Mpemba types in short junctions and type-II dominance with spin-orbit coupling.

· “Green's Function Approach to Josephson Dot Dynamics and Application to Quantum Mpemba Effects”

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Crystal diffusion lands 0.005 Å from DFT ground states

It also steers crystal symmetry, so users can request a target point group for inverse materials design.

· “CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks”

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Neural nets spot the many-body critical phase in raw spectra

Trained on plain eigenvalue spacings, the classifiers match known boundaries and reproduce scaling exponents from standard methods.

· “Supervised and unsupervised learning of the many-body critical phase, phase transitions, and critical exponents in disordered quantum systems”

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