Official repository of "Spontaneous symmetry breaking in generative diffusion models"
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May 22, 2024 - Jupyter Notebook
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phase-transition
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A program implementing Metropolis Monte Carlo for the 2D square-lattice Ising model and the spin block renormalization
physics metropolis-monte-carlo computational-physics ising-model spin mfc ising-model-2d phase-transition
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Dec 29, 2025 - C++
PyGL: statistical field theory in Python. github.com/rajeshrinet/pygl
python cahn-hilliard nucleation phase-transition ginzburg-landau binary-mixtures active-scalar-field-theory landau-theory field-theoretic-simulations droplet-growth spinodal-decomposition phase-separation pygl
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May 8, 2025 - Jupyter Notebook
lindemann is a python package to calculate the Lindemann index of a lammps trajectory
chemistry analysis cheminformatics simulation molecular-dynamics lammps chemoinformatics gromacs ovito phase-transition lindemann md-simulation phase-transitions lindemann-index transition-phase lammps-trajectory temperature-ramps
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Jun 11, 2024 - Python
Monte Carlo simulation of 2D Ising Model. Final project of the LoCP-A course during 2020/2021 at Unipd
python jupyter-notebook monte-carlo-simulation numba ising-model-2d phase-transition metropolis-hastings-algorithm wolff-algorithm critical-exponents
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Feb 23, 2022 - Jupyter Notebook
Unsupervised learning for discovering phase transition for various spin models.
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Mar 18, 2025 - Python
Machine learning and the Ising model phase transition.
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Dec 10, 2019 - Jupyter Notebook
Tools to integrate Langevin equations for directed-percolation and absorbing phase transition models
stochastic-differential-equations operator-splitting phase-transition langevin-equation directed-percolation
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Dec 28, 2025 - HTML
Kinetic Monte Carlo of phase transitions coupled with heat transfer
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Sep 16, 2025 - Julia
Neural density functional theory of liquid-gas phase coexistence
machine-learning neural-network statistical-mechanics fluids phase-transition classical-density-functional-theory
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Feb 27, 2025 - Python
QuantumGaussianDynamics is a software package for simulating out-of-equilibrium quantum dynamics in crystalline materials with general potential energy surfaces. It computes the time evolution of the full quantum nuclear state to predict phase transitions and dynamic corrections to ionic properties.
dft first-principles computational-physics phase-transition anharmonicity quantum-molecular-dynamics nonequilibrium-thermodynamics
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Oct 27, 2025 - Julia
Machine Learning Phase Transitions
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Oct 20, 2019 - TeX
Rapid detection of phase transitions from Monte Carlo samples before equilibrium
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Jun 28, 2022 - Python
Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184
artificial-intelligence artificial-neural-networks artificial-life agent-based-modeling ising-model complex-systems evolutionary-algorithm evolutionary-strategy self-organized-criticality criticality phase-transition neuro-evolution non-linear-dynamics dynamical-regime
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May 6, 2021 - Python
This repository hosts a progressive series of implementations (Code_v1, Code_v2, and beyond) for deterministic Ξ²*-optimization in the Information Bottleneck framework. Includes symbolic fusion, multi-path inference, and Alpay Algebraβdriven critical point validation (Ξ²* = 4.14144).
statistical-inference mutual-information machine-learning-theory phase-transition information-bottleneck symbolic-algebra alpay-algebra beta-optimization deep-theory ib-framework
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May 15, 2025 - Python
Computational toolkit for investigating thermodynamic models of alloys using first-principles calculations
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Nov 16, 2025 - Python
TorchTDSCHA is a PyTorch-accelerated package for simulating out-of-equilibrium quantum dynamics in crystalline materials with quartic potential energy surfaces.
dft computational-physics ab-initio phase-transition anharmonicity quantum-molecular-dynamics nonequilibrium-thermodynamics
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Oct 24, 2025 - Python
various codes related to compressed sensing that have been used in my publications
compressed-sensing optimization matlab rstats convex-optimization ldpc-codes phase-transition tight-frames progressive-edge-growth
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Feb 4, 2019 - C
π» Phase Transition for Random Graphs (A-FIB)
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Nov 22, 2019 - C++
FiniteSizeScaling.jl: A Julia data analysis package for finding optimized values of phase transition parameters and critical exponents.
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Nov 5, 2023 - Julia
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