A library to calculate the thermodynamic properties of a 1D Ising spin chain with beyond nearest-neighbor interactions.
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Jun 28, 2022 - Jupyter Notebook
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ising-model-1d
Here are 16 public repositories matching this topic...
Implements the Cavity Method on a 1D Ising model, derives the Wigner semicircle law via Random Matrix Theory, and explores electron conduction in disordered systems using the Anderson model.
network-inference computational-physics belief-propagation statistical-physics random-matrix-theory ising-model-1d anderson-model disordered-systems spectral-density cavity-method wigner-semicircle-law
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May 25, 2025 - Python
Some fun calculations using the Ising model
tutorial deep-learning computational-physics jupyter-notebooks ising-model-2d ising-model-1d statistcal-mechanics
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Mar 20, 2025 - Jupyter Notebook
A set of python class to help creat Quantum Pauli Hamiltonian .
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Jul 21, 2025 - Python
Ce projet explore le modèle d’Ising sur des réseaux de taille finie afin d’étudier les propriétés statistiques et thermodynamiques des systèmes magnétiques. L’objectif est de simuler et analyser le comportement collectif des spins en fonction de la température, en observant notamment la transition de phase entre l’état ordonné et désordonné.
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Oct 17, 2025 - Jupyter Notebook
Master's thesis: Spatiotemporal quenches in TFI & XXX models | Foundation for PRB 108, 024310 (2023) & PRB 111, 054311 (2025)
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Oct 6, 2025 - C++
Project developed for the Numeric Simulation Laboratory A.A. 2023-2024, held by professor Davide Emilio Galli at the University of Milan, Physics Department.
deep-neural-networks cpp keras molecular-dynamics python3 metropolis-monte-carlo monte-carlo-simulation convolutional-neural-networks option-pricing simulated-annealing bash-script jupyter-notebooks quantum-monte-carlo supervised-machine-learning ising-model-1d integral-calculation
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Jun 28, 2024 - Jupyter Notebook
A python toolbox for calculations on one dimensional quantum spin chains. Includes model Hamiltonians, operators, symmetries, spectrum analysis, entropy calculations, and examples.
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Feb 8, 2022 - Python
Project developed for the Numeric Simulation Laboratory A.A. 2022-2023, held by professor Davide Emilio Galli at the University of Milan, Physics Department.
neural-network cpp jupyter-notebook molecular-dynamics python3 metropolis-monte-carlo supervised-learning convolutional-neural-networks option-pricing simulated-annealing bash-script quantum-monte-carlo montecarlo-simulation ising-model-1d integral-calculation
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Jul 6, 2023 - Jupyter Notebook
This repo features several different Ising model implementations in MATLAB
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Jun 18, 2024 - MATLAB
Questa repository contiene le esercitazioni riguardanti il corso di Simulazione Numerica tenuto dal prof. Davide Emilio Galli (A.A. 2023-2024).
python neural-network cpp metropolis-monte-carlo molecular-dynamics-simulation monte-carlo-simulation simulated-annealing ising-model-1d
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Jul 7, 2024 - Jupyter Notebook
Numerical Simulation Laboratory at Unimi in 2020-2021 (D.E. Galli). Advanced Monte Carlo methods: Markov chains, Metropolis algorithm. Numerical simulations in statistical mechanics. Stochastic calculus and stochastic differential equation. Computational intelligence, stochastic optimization. Parallel computing and parallel programming. Machine …
machine-learning parallel-computing markov-chain molecular-dynamics metropolis-monte-carlo neural-networks genetic-algorithms stochastic-differential-equations gibbs-sampling computational-intelligence tsp-problem monte-carlo-methods importance-sampling stochastic-optimization ising-model-1d
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Sep 5, 2021 - Jupyter Notebook
Simulation of 1D spin chains with and without a GUI
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Apr 24, 2020 - Jupyter Notebook
Simulation of 1D Ising model and visualized all the numerical configurations and energy level degenercy, to find the intersection with Boltzmann distribution function. 2D Ising model, etc.
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Jun 14, 2023 - Jupyter Notebook
Metropolis Monte Carlo Simulations of an Ising System in 1D and 2D via a GUI
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Jan 25, 2021 - C++
Simulating a 1-D Ising chain with compressed quantum matchgates
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May 16, 2019 - Jupyter Notebook
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