GTorlai / NeuralNetworks-for-QuantumLinks
Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"
☆51Updated 3 years ago
Alternatives and similar repositories for NeuralNetworks-for-Quantum
Users that are interested in NeuralNetworks-for-Quantum are comparing it to the libraries listed below
Sorting:
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 3 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 4 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Matrix Product States on NISQ quantum computers☆29Updated 4 years ago
- 290 seminar for 2020 fall - 2021 summer☆35Updated last week
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 4 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆78Updated last year
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆65Updated 5 months ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated last month
- Quantum ground states from Reinforcement Learning☆16Updated 5 years ago
- A package to simplify working with symmetry-adapted quantum many-body bases. Provides a good foundation for writing custom exact diagonal…☆31Updated 2 months ago
- Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer"…☆32Updated 7 years ago
- ☆16Updated 3 years ago
- Mathematical Introduction to Electronic Structure Theory☆46Updated 6 years ago
- An implementation of the time dependent variational principle for matrix product states☆72Updated 3 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆35Updated last year
- a free Variational Monte Carlo code for the Hubbard model☆18Updated 10 years ago
- ☆22Updated last month
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- ☆39Updated 5 years ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆36Updated 4 years ago
- ☆46Updated 9 months ago
- Worm Algorithm for Bose-Hubbard and XXZ models☆26Updated 2 years ago
- Fast tensor disentangling algorithm☆10Updated 4 years ago
- Computational graph states for variational monte carlo☆16Updated 6 years ago
- Code for predicting ground state properties using new ML model.☆11Updated last year
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 4 years ago
- Code accompanying "Large Language Models for Variational Monte Carlo"☆9Updated last year
- ☆30Updated 2 years ago
- Code for predicting ground states and classifying phases of matter☆32Updated 2 years ago