Nuclear-Physics-with-Machine-Learning / MLQM
Testing using AI and ML techniques to solve quantum systems
☆14Updated 2 years ago
Alternatives and similar repositories for MLQM:
Users that are interested in MLQM are comparing it to the libraries listed below
- ☆16Updated 3 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil☆20Updated 7 years ago
- Flexible, general-purpose VMC framework, built on JAX.☆25Updated 7 months ago
- GPS plugin for NetKet (www.netket.org), introducing new models, optimizers and Fermionic functionality.☆16Updated 3 months ago
- A projector QMC implementation of the transverse field Ising model☆11Updated 4 years ago
- 290 seminar for 2020 fall - 2021 summer☆25Updated this week
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 3 years ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆24Updated 6 years ago
- Computational graph states for variational monte carlo☆15Updated 5 years ago
- A package for creating a matrix product state (MPS) from a free fermion (Gaussian) state.☆10Updated 3 years ago
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 3 years ago
- A library for Abelian symmetry preserving tensors in Python 3☆26Updated 3 years ago
- A collection of lectures and tutorials☆18Updated 7 months ago
- Tensorflow 1.x Quantum Simulator☆14Updated 2 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆32Updated 2 years ago
- A package to simplify working with symmetry-adapted quantum many-body bases. Provides a good foundation for writing custom exact diagonal…☆30Updated 2 months ago
- Autoregressive model for solving statistical mechanics problems☆11Updated 3 years ago
- Fast tensor disentangling algorithm☆10Updated 3 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 2 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆11Updated 3 years ago
- Solving an Analytic Continuation problem with a deep Artificial Neural Network (ANN)☆20Updated 5 years ago
- ☆18Updated 7 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆21Updated 7 months ago
- This repository contains lectures on Many-body physics and Machine Learning☆13Updated 3 years ago
- Yet another symmetric tensor network☆25Updated this week
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems☆15Updated 4 years ago
- ☆10Updated this week