markusschmitt / vmc_jaxLinks
Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.
☆66Updated 6 months ago
Alternatives and similar repositories for vmc_jax
Users that are interested in vmc_jax are comparing it to the libraries listed below
Sorting:
- ☆47Updated 10 months ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆78Updated last year
- An implementation of the time dependent variational principle for matrix product states☆72Updated 3 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆52Updated 3 years ago
- Repository for material accompanying the ptvmc systematic study paper☆12Updated 6 months ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 4 years ago
- Matrix Product States on NISQ quantum computers☆29Updated 4 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆27Updated 4 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆35Updated 2 years ago
- Tensor network contraction function for Python 3.☆49Updated 2 years ago
- Code for predicting ground states and classifying phases of matter☆32Updated 2 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 3 months ago
- DMRGPy is a Python library to compute quasi-one-dimensional spin chains and fermionic systems using matrix product states with DMRG as im…☆106Updated last week
- Flexible neural quantum states based on QuSpin, JAX, and Equinox☆20Updated this week
- Quantum 290 Seminar from 2020 Fall - ongoing☆35Updated this week
- A collection of lectures and tutorials☆21Updated last year
- A Python package to efficiently simulate non-Markovian open quantum systems with process tensors.☆91Updated 10 months ago
- ☆39Updated 5 years ago
- Riemannian optimization for quantum technologies☆62Updated 2 years ago
- Fast quantum evolution and eigensolving using Krylov subspace methods via the PETSc/SLEPc libraries.☆35Updated 10 months ago
- Solving two-dimensional spin models with tensor networks (powered by PyTorch)☆93Updated last month
- ☆16Updated 3 years ago
- A quantum system simulator using PEPS tensor network☆19Updated 4 years ago
- GPS plugin for NetKet (www.netket.org), introducing new models, optimizers and Fermionic functionality.☆18Updated last week
- continuous-time matrix product operator for finite temperature quantum states☆40Updated 3 months ago
- Python implementation of quantum tensor network operations and simulations: matrix product states and operators, TDVP time evolution, sup…☆65Updated last week
- Differentiable Programming Tensor Networks☆142Updated 4 years ago
- Reconstructing quantum states with generative models☆50Updated 6 years ago
- A package to simplify working with symmetry-adapted quantum many-body bases. Provides a good foundation for writing custom exact diagonal…☆31Updated this week
- Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems☆15Updated 4 years ago