AustenLamacraft / QuaRL
Quantum ground states from Reinforcement Learning
☆15Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for QuaRL
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 2 years ago
- Computational graph states for variational monte carlo☆15Updated 5 years ago
- Code accompanying "Large Language Models for Variational Monte Carlo"☆9Updated 11 months ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- A Julia code for performing variational Monte Carlo (VMC) simulations of determinantal wave functions☆13Updated 7 years ago
- Hardware-efficient learning of quantum many-body states. Code for simulating a U(1) lattice gauge theory and classifying topological orde…☆12Updated last year
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 3 years ago
- Quantum Operators from SYmmetry☆10Updated 4 years ago
- A package for creating a matrix product state (MPS) from a free fermion (Gaussian) state.☆10Updated 2 years ago
- 290 seminar for 2020 fall - 2021 summer☆24Updated this week
- ☆9Updated 2 years ago
- ☆21Updated last month
- A projector QMC implementation of the transverse field Ising model☆10Updated 4 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- ☆27Updated last year
- Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer"…☆33Updated 6 years ago
- Numerically computing correlation functions in 2d CFT, using Jupyter Notebooks.☆19Updated 5 years ago
- GPS plugin for NetKet (www.netket.org), introducing new models, optimizers and Fermionic functionality.☆15Updated 3 weeks ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 5 months ago
- A package to simplify working with symmetry-adapted quantum many-body bases. Provides a good foundation for writing custom exact diagonal…☆29Updated 2 weeks ago
- ☆17Updated 5 years ago
- This is a tutorial prepared for a summer school in Changsha in 2021☆10Updated 3 years ago
- Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems☆15Updated 4 years ago
- Implements the Neural Quantum State algorithm for Julia.☆9Updated 4 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 3 years ago
- Program to calculate SDPs using Noisy intermediate scale quantum (NISQ) computers.☆11Updated 3 months ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 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
- Apply DMRG to continuous systems☆12Updated 2 years ago