hsinyuan-huang / provable-ml-quantum
Code for predicting ground states and classifying phases of matter
☆28Updated last year
Related projects ⓘ
Alternatives and complementary repositories for provable-ml-quantum
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 5 months ago
- Decoding Quantum Error Correction codes with Generative Pre-trained Transformers☆29Updated 7 months ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆33Updated 3 years ago
- A blog introducing the idea of classical shadow tomography, and Hamiltonian-driven shadow tomography of quantum states(https://arxiv.org/…☆22Updated 3 years ago
- Reconstructing quantum states with generative models☆49Updated 5 years ago
- ☆22Updated 2 years ago
- ☆39Updated 5 years ago
- Gradient-descent quantum process tomography by learning Kraus operators☆19Updated 2 years ago
- Matrix Product States on NISQ quantum computers☆28Updated 3 years ago
- ☆23Updated 3 years ago
- Reproduce the random circuit sampling experiments of Sycamore quantum circuit☆31Updated 3 years ago
- Contracting Arbitrary Tensor Networks☆39Updated 4 years ago
- Riemannian optimization for quantum technologies☆57Updated last year
- JAX backend for QuTiP☆19Updated last week
- Code accompanying "Large Language Models for Variational Monte Carlo"☆9Updated 11 months ago
- Official code for the paper "Predicting Properties of Quantum Systems with Conditional Generative Models"☆31Updated last year
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 2 years ago
- This project is used for the paper "Differentiable Programming of Isometric Tensor Network". (arXiv:2110.03898)☆18Updated 2 years ago
- Julia toolkit for open quantum system simulation.☆73Updated last year
- Simulating Sycamore quantum circuits classically using tensor network algorithm.☆58Updated last year
- Hardware-efficient learning of quantum many-body states. Code for simulating a U(1) lattice gauge theory and classifying topological orde…☆12Updated last year
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Fast quantum evolution and eigensolving using Krylov subspace methods via the PETSc/SLEPc libraries.☆33Updated 3 weeks ago
- Quantum circuit on top of tensor network. This version is archived, latest open source version release is at https://github.com/tensorcir…☆29Updated 2 months ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆33Updated last year
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆57Updated 2 months ago
- Variational quantum circuit synthesis☆11Updated last year
- A Python library to integrate automatic differentiation tools such as JAX with QuTiP and related quantum software packages.☆43Updated 2 years ago
- ☆40Updated 3 weeks ago
- A machine learning algorithm for topological quantum compiling☆30Updated 4 years ago