CompPhysics / MachineLearningManyBody
This repository contains lectures on Many-body physics and Machine Learning
☆13Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for MachineLearningManyBody
- Autoregressive model for solving statistical mechanics problems☆11Updated 3 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 3 years ago
- ☆22Updated 2 years ago
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆22Updated last year
- A package for creating a matrix product state (MPS) from a free fermion (Gaussian) state.☆10Updated 2 years ago
- Julia package for the quantum cluster theories in condensed matter physics, including cluster perturbation theory (CPT), variational clus…☆11Updated 2 years ago
- Spectrum Bifurcation RG☆11Updated 8 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Coding every Saturday 5PM-8PM at Maker Space, HKUST (GZ)☆13Updated 8 months ago
- A projector QMC implementation of the transverse field Ising model☆10Updated 4 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆11Updated 3 years ago
- Training camp at HKUST-GZ, about numeric methods in Physics☆15Updated 3 months ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆31Updated 2 years ago
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 2 years ago
- Quantum GAN algorithm based on MPS, realized by Julia.☆11Updated 5 years ago
- A Julia code for performing variational Monte Carlo (VMC) simulations of determinantal wave functions☆13Updated 6 years ago
- WuLiXueBao magazine article - automatic differentiation.☆15Updated 2 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 5 months ago
- This repository contains the source code for the VFK algorithm introduced in ArXiv:2204.03454☆16Updated 2 years ago
- ☆17Updated 3 years ago
- Continuous Matrix Product States in Julia☆29Updated 2 years ago
- Julia library for quantum circuit simulation using tensor networks☆15Updated 4 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 3 years ago
- Differential Programming and Natural Evolutationary Strategies optimization algorithms for transport Majorana Zero Modes.☆13Updated 3 years ago
- MPS in Julia minicourse☆18Updated 7 years ago
- Quantum ground states from Reinforcement Learning☆15Updated 4 years ago
- This project is used for the paper "Differentiable Programming of Isometric Tensor Network". (arXiv:2110.03898)☆18Updated 2 years ago
- Finite temperature tensor network algorithms including METTS and the ancilla/purification method☆15Updated 7 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- Finite-temperature variational Monte Carlo calculation of uniform electron gas using neural canonical transformation.☆14Updated last year