mingyr / Quantum_TP_Identification_DNN
The code and supplemented documents for the paper "Quantum topology identification with deep neural networks and quantum walks" that will be published on NPJ computational materials
☆10Updated 3 years ago
Alternatives and similar repositories for Quantum_TP_Identification_DNN:
Users that are interested in Quantum_TP_Identification_DNN are comparing it to the libraries listed below
- ☆12Updated 5 years ago
- An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.☆34Updated 4 years ago
- ☆39Updated 5 years ago
- Program to calculate SDPs using Noisy intermediate scale quantum (NISQ) computers.☆11Updated last month
- Code for predicting ground states and classifying phases of matter☆30Updated 2 years ago
- Code accompanying "Large Language Models for Variational Monte Carlo"☆9Updated last year
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 3 years ago
- A machine learning algorithm for topological quantum compiling☆30Updated 4 years ago
- Hardware-efficient learning of quantum many-body states. Code for simulating a U(1) lattice gauge theory and classifying topological orde…☆12Updated 2 years ago
- A blog introducing the idea of classical shadow tomography, and Hamiltonian-driven shadow tomography of quantum states(https://arxiv.org/…☆25Updated 3 years ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- A Python library to integrate automatic differentiation tools such as JAX with QuTiP and related quantum software packages.☆43Updated 2 years ago
- ☆18Updated 5 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 3 years ago
- A Tutorial on Optimal Control and Reinforcement Learning methods for Quantum Technologies, notebooks☆14Updated 11 months ago
- Computational graph states for variational monte carlo☆15Updated 5 years ago
- Matrix Product States on NISQ quantum computers☆29Updated 4 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 9 months ago
- Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems☆15Updated 4 years ago
- projected entangled pair of states (PEPS), the quantum version☆23Updated 2 weeks ago
- Python scripts for randomized measurements☆9Updated last year
- Tensor network contraction function for Python 3.☆47Updated 2 years ago
- ☆24Updated 2 years ago
- ☆11Updated 3 years ago
- An Exact Diagonalization Code for the 1D & 2D Hubbard Model☆21Updated 3 years ago
- Quantum Operators from SYmmetry☆10Updated 4 years ago
- Code to accompany "Quantum steering: a short review with focus on semi-definite programming"☆17Updated 7 years ago
- Random unitary time evolution plus projective measurement in the one-dimensional quantum circuit model☆11Updated 4 years ago
- A quantum system simulator using PEPS tensor network☆19Updated 3 years ago