nonequilibrium-statistical-physics

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muxitox / Dynamical-MF-Self-Attention

This repository contains the code to reproduce the experiments performed in the Dynamical Mean-Field Theory of Self-Attention Neural Networks article.

attention graphical-models mean-field-theory hopfield-networks phase-transitions nonequilibrium-statistical-physics

Updated Jun 2, 2026
Python

EmperorAkashi / FDT_for_LLPS_under_Nucleation_Resetting

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Exploring the dynamics of liquid-liquid phase separation (LLPS) in a confined system with focusing on nonequilibrium condition and the broken of detailed balance (Phys.Rev.E)

langevin-dynamics phase-separation nonequilibrium-statistical-physics

Updated Jul 25, 2025
Python

monalisasroy / QuantumCaustics.jl

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Quantum many-body dynamics simulation: this package provides MPS/TEBD simulation of quantum caustics in the quenched transverse-field Ising chain, cross-checked against exact diagonalisation and a Qiskit circuit. Julia and ITensor. Implementation behind Singh Roy et al., Phys. Rev. A (2026): arXiv:2410.06803

julia jupyter-notebook matrix-product-states spin-dynamics exact-diagonalization quantum-physics itensor tensor-networks many-body-physics tebd quantum-dynamics quantum-simulation quench-dynamics interacting-particle-system quantum-dynamics-simulation nonequilibrium-statistical-physics many-body-problem many-body-interactions transverse-field-ising-model

Updated Sep 11, 2026
Julia

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