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  • Nanyang Technological University
  • Singapore

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Monte Carlo framework that provides MPI parallelization, checkpointing and statistical postprocessing in an algorithm-agnostic way.

Julia 29 2 Updated Aug 19, 2024

an implementation of the tensor renormalization group (TRG) for two dimensional Ising model

Jupyter Notebook 2 Updated Jun 19, 2024

Code for our paper "Hamiltonian Neural Networks"

Jupyter Notebook 417 123 Updated Apr 13, 2021

Utilities for computing Wilson loops and Wannier Hamiltonians for both fermionic and bosonic systems

Python 2 Updated Oct 18, 2021

PythTB-based package for nested Wilson loop and spin-resolved tight-binding calculations

Python 5 1 Updated Apr 19, 2024

Deep neural network-based solution to the ground and excited states of 1D and 2D Bose-Hubbard model

Jupyter Notebook 7 3 Updated Feb 25, 2023
Python 43 12 Updated Sep 27, 2023

A relaxed kp model of twisted bilayer graphene

MATLAB 45 26 Updated Jun 27, 2023

Electronic structure calculation of twisted bilayer graphene

Jupyter Notebook 53 16 Updated May 14, 2020

A mirror of https://gitlab.kwant-project.org/qt/qsymm

Python 40 12 Updated Oct 2, 2024

Quantum Lattice Model Simulator Package

Shell 91 25 Updated Aug 9, 2024

Python script to optimize effective hamiltonian parameters for ferroelectric perovskite oxides

Python 2 3 Updated Jun 13, 2019

Advanced tool for Wannier interpolation and integration of k-space integrals

Python 94 56 Updated Oct 4, 2024

reproduce some results of arXiv:2010.14516

Jupyter Notebook 2 Updated Feb 4, 2021
Python 70 17 Updated Apr 4, 2023

Machine learning algorithms for many-body quantum systems

Python 533 186 Updated Oct 4, 2024

This is code of book "Learn Deep Learning with PyTorch"

Jupyter Notebook 2,795 1,235 Updated Mar 4, 2024

Tight-Binding Modeling for Materials at Mesoscale

C++ 14 9 Updated Jan 19, 2018

A library for easy and efficient manipulation of tensor networks.

Python 1,805 356 Updated Sep 4, 2023

Mathematica Packages for Physicists

Mathematica 162 40 Updated Jun 9, 2024

DeePTB: A deep learning package for tight-binding approach with ab initio accuracy.

Python 48 15 Updated Oct 3, 2024

Collection of commonly used Green's functions and utilities

Python 20 6 Updated Sep 3, 2024

Calculation of the electronic band structure and density of states of twisted trilayer graphene with two independent twist angles using a momentum space continuum model.

MATLAB 11 3 Updated May 5, 2023

Numerical implementation of Berry curvature calculation for tight binding Hamiltonians

Mathematica 10 2 Updated Sep 18, 2019

Experiments with Group Equivariant Convolutions in PyTorch

Python 110 22 Updated Dec 13, 2022

Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer" with Python and Numpy

Jupyter Notebook 33 5 Updated Jan 26, 2018

My RBM implementation of paper "Solving the quantum many-body problem with artificial neural networks"

Python 3 Updated Aug 25, 2023

Shaanxi Normal University PhD/Master's Thesis LaTeX Template

TeX 9 Updated Jun 13, 2024

Library to allow calling fortran code from python

Python 105 23 Updated Aug 19, 2024

A python wrapper for doing ED calculations on many-body systems

Python 24 5 Updated Dec 22, 2022
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