mhibatallah / RNNWavefunctions
A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations
☆76Updated 11 months ago
Alternatives and similar repositories for RNNWavefunctions:
Users that are interested in RNNWavefunctions are comparing it to the libraries listed below
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆62Updated 2 months ago
- Matrix Product States on NISQ quantum computers☆29Updated 4 years ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆35Updated last year
- Riemannian optimization for quantum technologies☆60Updated 2 years ago
- ☆45Updated 6 months ago
- Reconstructing quantum states with generative models☆50Updated 6 years ago
- An intuitive programming package for simulating and analyzing Clifford circuits, quantum measurement, and stabilizer states with applicat…☆77Updated 6 months ago
- An implementation of the time dependent variational principle for matrix product states☆70Updated 3 years ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆34Updated 4 years ago
- Tensor network contraction function for Python 3.☆47Updated 2 years ago
- A matrix-product-operators solver for the dynamics of interacting qubits modeled by a Lindblad master equation, written in C++ and wrappe…☆40Updated 5 months ago
- ☆39Updated 5 years ago
- code for Unsupervised Generative Modeling using Matrix Product States☆42Updated 2 years ago
- Tutorials for the lecture "Computational Methods in Many-Body Physics"☆69Updated 5 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 3 years ago
- A blog introducing the idea of classical shadow tomography, and Hamiltonian-driven shadow tomography of quantum states(https://arxiv.org/…☆27Updated 3 years ago
- Code for predicting ground states and classifying phases of matter☆30Updated 2 years ago
- DMRGPy is a Python library to compute quasi-one-dimensional spin chains and fermionic systems using matrix product states with DMRG as im…☆101Updated 3 weeks ago
- Our LLM for Rydberg atom physics☆35Updated 10 months ago
- A Python library to integrate automatic differentiation tools such as JAX with QuTiP and related quantum software packages.☆43Updated 2 years ago
- Solving two-dimensional spin models with tensor networks (powered by PyTorch)☆86Updated 2 months ago
- Package for using Matrix Product States (MPS) to simulate quantum circuits.☆17Updated 4 years ago
- Reproduce the random circuit sampling experiments of Sycamore quantum circuit☆33Updated 3 years ago
- A pedagogical realization of MPS method.☆95Updated 3 years ago
- Decoding Quantum Error Correction codes with Generative Pre-trained Transformers☆35Updated last year
- Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer"…☆32Updated 7 years ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆25Updated 6 years ago
- ☆11Updated 3 years ago
- A non-Clifford gate cost assessment library of quantum phase estimation algorithms for quantum chemistry☆14Updated 2 years ago
- A Python package to efficiently simulate non-Markovian open quantum systems with process tensors.☆84Updated 5 months ago