BCarnaval/Simulations

Contenu du cours de simulation et méthodes numériques (PHQ-404)

Language: Python - Size: 107 MB - Last synced: about 1 hour ago - Pushed: about 3 hours ago - Stars: 0 - Forks: 1

theochem/ModelHamiltonian

Generate 1- and 2-electron integrals so that molecular quantum chemistry software can be used for model Hamiltonians.

Language: Python - Size: 15.7 MB - Last synced: about 3 hours ago - Pushed: about 5 hours ago - Stars: 22 - Forks: 15

hbarquanta/Monte-Carlo-Methods

Random Walk, Percolation, Ising Model, ..

Language: Jupyter Notebook - Size: 3.72 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 2 - Forks: 0

MohamedElashri/IsingModel

2d Ising Model Montecarlo Simulation using Metropolis Algorithm

Language: Python - Size: 1.37 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 2 - Forks: 1

yomichi/SpinMonteCarlo.jl

Markov chain Monte Carlo solver for lattice spin systems implemented in Julialang

Language: Julia - Size: 702 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 42 - Forks: 7

wangleiphy/TRG

Differentiable Tensor Renormalization Group for square Ising

Language: Julia - Size: 21.5 KB - Last synced: 3 days ago - Pushed: over 5 years ago - Stars: 16 - Forks: 4

andleb/ganIsing

UC Berkeley CS281A/STAT241 - Statistical Learning Theory: Fall 2021 final project showcase example: Solving the Ising model with Generative Adversarial Networks

Language: Jupyter Notebook - Size: 1.77 MB - Last synced: 15 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

Q-ComputingChile/ising-model

Ising model in Qiskit.

Language: Jupyter Notebook - Size: 158 KB - Last synced: 15 days ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

CederGroupHub/smol

Statistical Mechanics on Lattices

Language: Python - Size: 88 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 57 - Forks: 14

singularitti/SimpleIsing.jl

This repo implements the Metropolis–Hastings algorithm (MCMC method) and the Swendsen–Wang cluster algorithm for the Ising model

Language: TeX - Size: 2.73 MB - Last synced: 28 days ago - Pushed: 29 days ago - Stars: 0 - Forks: 0

termoshtt/ising

Ising model

Language: Rust - Size: 23.4 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

mariogeiger/ising_triangular

ising in rust-python

Language: Jupyter Notebook - Size: 465 KB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

rytheranderson/updown

Fast Monte Carlo simulation of the Ising model written in Python

Language: Python - Size: 94 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 5 - Forks: 0

SunilAnandatheertha/PXO

PXO (Poly-XTAL Operations). Generate, analyze and export complex 2D space partitions like metallic grain structures

Language: MATLAB - Size: 58.8 MB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 11 - Forks: 4

lanl-ansi/bqpjson

Utilities for working with bqpjson data

Language: Python - Size: 73.2 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 4 - Forks: 1

jesper-olsen/mcmc

2D Ising + TSP problems solved with MCMC methods.

Language: Rust - Size: 1.03 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

CharJon/ScientificMaxcutSolver

Open source MaxCut solver

Language: Emacs Lisp - Size: 2.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 5 - Forks: 0

NaBrothers/goising

An interactive Monte-Carlo simulation of 2D Ising Model using Vue.js framework. Three classic algorithms are included: metropolis, heat-bath and wolff-cluster

Language: Vue - Size: 2.52 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

SatvikVarshney/IsingModelBoltzmannMachine

Using Monte-Carlo simulated datasets, a completely transparent Boltzmann Machine trained on 1-D Ising chain data is implemented to predict model couplers in the absence of past coupler values. Methods from machine learning applied to theoretical physics are on display in this work.

Language: HTML - Size: 45.9 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Duffy-y/IsingModel

A 2D Ising Model simulation using Wolff/Metropolis algorithms in C.

Language: C++ - Size: 191 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

bhc1010/ising

Real-time interactive Ising model simulation running in the terminal, written in Rust.

Language: Rust - Size: 358 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

mnk7/ATRG

Anisotropic Tensor Renormalization Group

Language: C++ - Size: 44.9 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

ferxinii/ising-longrange

Ising model with super long-range interactions. Includes code for Monte Carlo simulations and an analytical exploration of the model.

Language: Python - Size: 7.25 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

bdhammel/ising-model

Python implementation of the Ising model

Language: Python - Size: 843 KB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 53 - Forks: 16

OrHostezky/monte-carlo-methods-in-2D-spin-lattice

A highly modular simulation framework of Monte-Carlo methods, based on the Ising Model in a 2D spin lattice. Producing results for the macroscopic properties of the system via simulation and bootstrapping. A few commonly used algorithms are built-in. Model generalizations and additional algorithms can be implemented.

Language: MATLAB - Size: 1.68 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

ChinmayKhasnis7/Computational-Physics

This repository contains implementation of beginner to intermediate concepts in computational physics

Language: Jupyter Notebook - Size: 1.69 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

kchristin22/Ising_model

Implementation of a cellular automaton on GPU using different features of CUDA

Language: Cuda - Size: 982 KB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

osada-yum/ising_simulation

The Monte Carlo simulation for Ising model.

Language: Fortran - Size: 21.5 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Ali-Ekramian/Ising-Model

Project written in Python that simulates the Ising model for arbitrary size of lattice and shows the final spin arrangement and graph the Magnetization, Energy, Heat Capacity and Magnetic Susceptibility vs. Temperature.

Language: Jupyter Notebook - Size: 997 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

ermiaetemadi/different-problems-different-languages

Here are my homeworks for the course Computer Simulations in Physics (2023 Spring)

Language: Jupyter Notebook - Size: 318 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 0

erick-rios/ISINGenerator

A library for creating a database that allows analyzing the energy, magnetization, the number of topological domains and the mean size of the topological domains in a square lattice of spins for a Ising Model of two dimensions using Monte Carlo simulation and Metropolis algorithm.

Language: Python - Size: 1.13 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

davifeliciano/ising_animate

Monte Carlo simulation of the Ising Model using the Metropolis Algorithm

Language: Python - Size: 79.9 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 6 - Forks: 2

arnavdas88/QuGlassyIsing

Repository for `Glassy dynamics using Quantum Computers` Team in Qiskit Hackathon Europe

Language: Jupyter Notebook - Size: 3.65 MB - Last synced: 22 days ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 3

wkokaew/Classifying-phases-of-the-Ising-model-using-neural-networks

Language: Jupyter Notebook - Size: 11.8 MB - Last synced: 5 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Jim137/IMBA_Othello

Ising-Model-Based Algorithm for Othello Strategy

Language: Python - Size: 363 KB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 2 - Forks: 0

BlagojeBlagojevic/Ising-model

C implementation of the Ising model

Language: C - Size: 1.8 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

li012589/NeuralRG

Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.

Language: Python - Size: 365 MB - Last synced: 3 months ago - Pushed: over 4 years ago - Stars: 76 - Forks: 20

PrimerLi/Ising

A C++ program for simulating the 2D Ising model using classical Monte Carlo method. External magnetic field is introduced. Spontaneous magnetization is observed below the transition temperature. Hysteresis loop for magnetization versus external field emerges below the transition temperature.

Language: C++ - Size: 655 KB - Last synced: 19 days ago - Pushed: almost 7 years ago - Stars: 5 - Forks: 4

vivekhsridhar/ising_model

2D ising model implementation

Language: C++ - Size: 40 KB - Last synced: 6 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

vivekhsridhar/potts_model

2D potts model implementation (equals a 2D ising model when spins are limited to 2 states)

Language: C++ - Size: 24.4 KB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

f-koehler/mpskit

C++17 toolkit to study the static properties of discrete quantum systems.

Language: C++ - Size: 260 KB - Last synced: 3 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 0

ising-model/ising-model

A Fortran implementation of 3D and 2D Ising model with OpenMPI multiprocessing

Language: Fortran - Size: 43.9 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 1

NikosNikolopoulos/StochasticProcesses

Some interesting applications of Stochastic Processes using Jupyter Notebooks for descriptive and instructive illustrations.

Language: Jupyter Notebook - Size: 3 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

aromanro/IsingMonteCarlo

A program implementing Metropolis Monte Carlo for the 2D square-lattice Ising model and the spin block renormalization

Language: C++ - Size: 199 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 28 - Forks: 10

armbrusl/Ising-Model

Solving the 2 dimensional Ising model using the metropolis algorithm.

Language: C++ - Size: 76.2 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

gautham-umasankar/Ising_model

Coherent Ising Machine implementation, simulation, Python codes for MC simulation

Language: C - Size: 113 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 8 - Forks: 7

kzhao1228/ising_qsimu_noise

A project to study analogue and digital quantum simulations and analyse their robustness against noises.

Language: HTML - Size: 1.12 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 2

joaogci/MCE-ising

Computational study of the magnetocaloric effect (MCE) using the spinS Ising model

Language: Python - Size: 32.8 MB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

joaogci/monte-carlo-ising

Implementation of Flat Scan Sampling and Wang-Landau algorithm for simulating the spinS Ising Model. Results for the paper https://arxiv.org/abs/2203.02718.

Language: C++ - Size: 54.8 MB - Last synced: 8 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

GarrettJenkinson/informME

An information-theoretic pipeline for methylation analysis of WGBS data

Language: MATLAB - Size: 7.78 MB - Last synced: 8 months ago - Pushed: about 5 years ago - Stars: 24 - Forks: 9

leonsieke/CriticalDynamics

Simulating dynamical critical phenomena of a ϕ⁴ theory in the ℤ₂ universality class in real-time on a lattice.

Language: Julia - Size: 181 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

ising-model/ising-model-3d

Python implementation of Ising model in 2D and 3D

Language: Python - Size: 982 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

ivarhaugerud/FYS3150

My work in the course "FYS3150 - Computational physics" at UiO. This was done in collaboration with Cecilie Glittum (https://github.uio.no/cecilgl). The original github repository can be found at https://github.uio.no/cecilgl/FYS4150

Language: C++ - Size: 8.66 MB - Last synced: 8 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 2

ahmedaq/MPF-BML-GUI

Minimum Probability Flow-Boltzmann Machine Learning (MPF-BML) standalone GUI-based application for the inference of maximum entropy distribution parameters

Size: 225 MB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 3 - Forks: 1

jzavatoneveth/sw-ising

Ising model simulation using the Swendsen-Wang algorithm

Language: MATLAB - Size: 13.7 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1

fernandezfran/bici

A real-time visualization of the Monte Carlo 2D Ising model for teaching purposes

Language: Python - Size: 12.4 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

saraghl/Ising-model-simulation

Ising simulation in 2D and critical exponents using Monte Carlo methods

Language: Jupyter Notebook - Size: 552 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

skleinbo/Ising

Study the Ising model!

Language: Julia - Size: 1.19 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 5 - Forks: 1

msuzen/isingLenzMC

isingLenzMC: Monte Carlo for Classical Ising Model (with core C library)

Language: R - Size: 258 KB - Last synced: 8 months ago - Pushed: over 6 years ago - Stars: 4 - Forks: 2

Karim-Ib/Arrow-of-time

Project based on the paper https://doi.org/10.1038/s41567-020-1018-2

Language: Python - Size: 21.5 KB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

carterhedinger/simpix

This program takes the pixels of one image and rearranges them to look like another image.

Language: C++ - Size: 6.91 MB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

JonathanFrassineti/2D-Ising-Model-simulation

Repository for the Software and Computing for Applied Physics Project

Language: Python - Size: 211 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 6 - Forks: 8

YanickT/AdS_CFT_Simulation 📦

Simulation of an Ising model in AdS-CFT-correspondence

Language: Python - Size: 48.9 MB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

Ali-Ekramian/ComputationalPhysics-Spring2022

The assignments for the Computational Physics Course in the Spring 2022 semester are stored in this repository.

Language: Python - Size: 10.7 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

ajrazander/random-science

Fun simulations and numerical calculations for the everyday physicist.

Language: Jupyter Notebook - Size: 15.6 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 5 - Forks: 3

behindthemac/hopfield-network

Hopfield network

Language: Python - Size: 1.95 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

kherzieandal/ising_model_thesis

A code repository corresponding to my bachelor's thesis.

Language: Jupyter Notebook - Size: 1.68 MB - Last synced: 6 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

giselamarti/Exchange_MC

Parallel tempering code for an Ising spin glass (fortran90)

Language: Fortran - Size: 7.7 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1

knottwill/Dilute-Ising-MachineLearning

Unsupervised Machine Learning applied to the Dilute Ising Model (original research)

Language: Jupyter Notebook - Size: 883 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

sdunbarne/ApplicationsMetropolis

Section 11 of tentative book on Markov chains, with application of Monte Carlo Markov chain methods to the Ising model, image reconstruction with Gibbs sampling, and Bayesian hierarchical statistical models.

Size: 22.5 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

buntonj/cm_isingmodel

Undergraduate project to simulate ferromagnetic properties with a Monte-Carlo method.

Language: Fortran - Size: 3.21 MB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

victorvianna/stochastic-filter

(Old college project) Image noise reduction using Simulated Annealing and Ising's Model

Language: Python - Size: 29.3 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 2 - Forks: 2

AW6RO7ZCD/ising-model

The program provide Monte Carlo simulations of the Ising Model.

Language: Python - Size: 25 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 1

lstasiak/ISING_NN_PCA

The repository contains programs and models for investigation of estimating phase-transitions in 2D Ising model using Deep Neural Networks and comparison of the results with data compressed by PCA algorithm. The results are part of Master Thesis being the completition of the study on Big Data Analytics at WUST

Language: Jupyter Notebook - Size: 61.1 MB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 1

rajeshrinet/compPhy

Assortment of code for model systems in computational physics

Language: Jupyter Notebook - Size: 78.3 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 63 - Forks: 42

cmnarrillos/uned_RRNN

Code developed for the tasks associated with Neural and Complex Networks subject at UNED

Language: Python - Size: 16 MB - Last synced: 12 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

MattiaVarrone/Ising-Model-Criticality-and-Higher-Dimensions

Simulator of the Ising Model for a Spin Lattice, in any number of dimensions

Language: Jupyter Notebook - Size: 22.9 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

mullzhang/pyakmaxsat

Python binding of AK-MaxSAT solver

Language: C++ - Size: 105 KB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

albizago/Ising

Simple C++ implementation of the 2D Ising-Lenz model, based on the Metropolis algorithm.

Language: C++ - Size: 480 KB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

PeaBrane/peapods

Pythonic and efficient simulation of spin systems

Language: Jupyter Notebook - Size: 1.07 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 5 - Forks: 0

hwchen2017/ising-model-gpu

Accelerating Monte Carlo simulations of 2D Ising Model using Nvidia GPU

Language: Cuda - Size: 626 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0

bineet-dash/swedsen-wang-2d-ising

C++ implementation of Swendsen Wang Cluster algorithm for Ising model on 2D lattices

Language: C++ - Size: 3.91 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 2 - Forks: 1

kotarot/sawatabi

Sawatabi is an application framework to develop and run stream-data-oriented Ising applications with quantum annealing.

Language: Python - Size: 11.2 MB - Last synced: 23 days ago - Pushed: about 3 years ago - Stars: 16 - Forks: 7

StellaContrail/ising-models

2D/3D Ising model, XY model

Language: Fortran - Size: 183 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 7 - Forks: 3

psrenergy/IsingSolvers.jl

🧲Ising Model solvers in Julia

Language: Julia - Size: 28.3 KB - Last synced: 7 days ago - Pushed: 3 months ago - Stars: 4 - Forks: 0

VictorSeven/IsingModel

A classic implementation in C++ of the famous 2D Ising Model.

Language: Jupyter Notebook - Size: 1.92 MB - Last synced: about 1 year ago - Pushed: about 7 years ago - Stars: 18 - Forks: 5

santacruzAI/MLPhasesOfMatter

PyTorch implementation of the paper "Machine Learning Phases of Matter", by Juan Carrasquilla and Roger Melko.

Language: Jupyter Notebook - Size: 22 MB - Last synced: 11 months ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 0

indiependente/master_thesis

My master thesis

Language: TeX - Size: 10.6 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

Ilumirnau/Simulations-Statistical-Physics

Simulations of an Ising model for classical spins, a 3D hard-sphere gas in a box and a 1D random walk. These projects were part of the thermodynamics and statistical physics modules of a BSc in Physics.

Language: Python - Size: 6.55 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

phanakata/programmable-matter

Language: C++ - Size: 1.77 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

parthnatekar/Loopy-Belief-Propagation

An implementation of loopy belief propagation for binary image denoising. Both sequential and parallel updates are implemented.

Language: Python - Size: 1.33 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

JaydevSR/spin-systems-monte-carlo

Markov-Chain-Monte-Carlo Methods for Classical Spin Systems

Language: Julia - Size: 2.48 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

DavidAce/PT

Parallel Tempering Metropolis Monte Carlo

Language: C++ - Size: 1.53 MB - Last synced: over 1 year ago - Pushed: about 6 years ago - Stars: 1 - Forks: 1

NickKaparinos/CUDA-Ising-Model

Calculation of the Ising Model lattice using CUDA

Language: Cuda - Size: 19.5 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

basilwong/monte-carlo-2D-ising

Simulating the two-dimensional Ising model using the Metropolis-Hastings algorithm.

Language: MATLAB - Size: 485 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 6 - Forks: 5

jkved/spin-models

Two most univesal spin models - Ising and voter - modelled with various algorithms in Python

Language: Jupyter Notebook - Size: 3.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

stone-zeng/ising 📦

Ising model, machine learning and AdS/CFT

Language: TeX - Size: 1.45 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 3

akoreman/Monte-Carlo-Ising-Model 📦

Program to calculate a set of observables for the 2D square lattice zero-field Ising model. Coursework for Computational Physics course (Physics MSc level, Leiden University, 2019). Received Grade: 9.6/10.

Language: C# - Size: 1.78 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

akoreman/Restricted-Boltzmann-Machine-Generative-Ising-Model 📦

Project to generate novel Ising model spin states using Restricted Boltzmann Machines. Implemented using Python and SciKit-Learn. Coursework for course on Neural Networks. (MSc Computer Science level, Leiden University)

Language: Python - Size: 3.86 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 2

akoreman/Convolutional-NN-Ising-Model-Temperature 📦

Project to use Convolutional Neural Networks to classify Ising spin states. Coursework for Neural Networks course. (Computer Science MSc level, Leiden University)

Language: Python - Size: 2.7 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0