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phase-transition

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gabrielraya /symmetry_breaking_diffusion_models

Official repository of "Spontaneous symmetry breaking in generative diffusion models"

ssb phase-transition diffusion-models

UpdatedMay 22, 2024
Jupyter Notebook

aromanro /IsingMonteCarlo

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

UpdatedFeb 11, 2024
C++

rajeshrinet /pygl

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

UpdatedMay 8, 2025
Jupyter Notebook

N720720 /lindemann

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

UpdatedJun 11, 2024
Python

lorenzomancini1 /IsingModel2D_MonteCarlo

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

UpdatedFeb 23, 2022
Jupyter Notebook

JYNi16 /Deep-Learning-for-phase-transition

Unsupervised learning for discovering phase transition for various spin models.

deep-learning convolutional-neural-networks phase-transition spin-model

UpdatedMar 18, 2025
Python

ML-Ising

RGivisiez /ML-Ising

Machine learning and the Ising model phase transition.

machine-learning keras nn cnn ising-model-2d phase-transition cnn-visualization ising-cnn ising-nn

UpdatedDec 10, 2019
Jupyter Notebook

grasingerm /gkMC

Kinetic Monte Carlo of phase transitions coupled with heat transfer

julia kinetic-monte-carlo heat-transfer phase-transition

UpdatedSep 16, 2025
Julia

LevinaLab /evolution_dynamical_regime

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

UpdatedMay 6, 2021
Python

sfalmo /neural-attraction

Neural density functional theory of liquid-gas phase coexistence

machine-learning neural-network statistical-mechanics fluids phase-transition classical-density-functional-theory

UpdatedFeb 27, 2025
Python

ParcoDing /Rapid-detection

Rapid detection of phase transitions from Monte Carlo samples before equilibrium

deep-learning tensorflow phase-transition

UpdatedJun 28, 2022
Python

farukalpay /information-bottleneck-beta-optimization

This repository hosts a progressive series of implementations (Code_v1, Code_v2, and beyond) for deterministic β*-optimization in the Information Bottleneck framework. Includes symbolic fusion, multi-path inference, and Alpay Algebra–driven critical point validation (β* = 4.14144).

statistical-inference mutual-information machine-learning-theory phase-transition information-bottleneck symbolic-algebra alpay-algebra beta-optimization deep-theory ib-framework

UpdatedMay 15, 2025
Python

monajemi /CompressedSensing

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

UpdatedFeb 4, 2019
C

cubanpit /ml-phase-transition

Machine Learning Phase Transitions

machine-learning tensorflow keras phase-transition

UpdatedOct 20, 2019
TeX

stivalaa /axelrod_qrphase

Another phase transition in the Axelrod model

research statistical-physics phase-transition axelrod-model culture-vectors

UpdatedMay 3, 2023
Python

owenpb /FiniteSizeScaling.jl

FiniteSizeScaling.jl: A Julia data analysis package for finding optimized values of phase transition parameters and critical exponents.

julia physics phase-transition critical-exponents finite-size-scaling

UpdatedNov 5, 2023
Julia

arnauruana /phase-transition-graphs

💻 Phase Transition for Random Graphs (A-FIB)

a fib upc algorithmics random-graphs phase-transition random-graph-generation

UpdatedNov 22, 2019
C++

achattaraj /OptimalCondensateSize

Multi-condensate state as a functional strategy to optimize the cell signaling output

python systems-biology lammps reaction-diffusion biophysics ode-model condensates langevin-dynamics phase-transition llps phase-separation vcell signaling-condensates multiple-condensates

UpdatedJul 8, 2024
Jupyter Notebook

leseixas /blendpy

Computational toolkit for investigating thermodynamic models of alloys using first-principles calculations

python3 thermodynamics alloy materials-science materials-informatics phase-transition

UpdatedOct 15, 2025
Python

jgreitemann /svm-order-params

Probing hidden spin order with interpretable machine learning (mirrored from GitLab)

classification support-vector-machine physics-simulation phase-transition

UpdatedDec 1, 2019
C++

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