ssblee / TensorNetworks2022Links
Tutorial materials for the lecture course "Tensor Networks" in the 2022 fall semester of Seoul National University.
☆25Updated 4 months ago
Alternatives and similar repositories for TensorNetworks2022
Users that are interested in TensorNetworks2022 are comparing it to the libraries listed below
Sorting:
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆51Updated 3 years ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated last month
- ☆30Updated 2 years ago
- Code for predicting ground states and classifying phases of matter☆32Updated 2 years ago
- A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations☆78Updated last year
- ☆46Updated 9 months ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 3 years ago
- Tensor network contraction function for Python 3.☆48Updated 2 years ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 4 years ago
- Matrix Product States on NISQ quantum computers☆29Updated 4 years ago
- Jupyter notebook with a didactic implementation of DMRG.☆16Updated 2 years ago
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆65Updated 5 months ago
- Python implementation of quantum tensor network operations and simulations: matrix product states and operators, TDVP time evolution, sup…☆65Updated this week
- iPEPS ground- and excited-state implementation based on Automatic Differentiation☆38Updated 2 years ago
- ☆24Updated 3 years ago
- Jupyter notebook with a didactic implementation of DMRG, using tensor networks.☆18Updated 2 years ago
- An implementation of the time dependent variational principle for matrix product states☆72Updated 3 years ago
- Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer"…☆32Updated 7 years ago
- Code accompanying "Large Language Models for Variational Monte Carlo"☆9Updated last year
- 2D ipeps code, including simple, full and variational update//arxiv.org/abs/1711.07584☆14Updated 7 years ago
- Yet another symmetric tensor network☆36Updated this week
- Matrix product states (MPS) based density matrix renormalization group (DMRG)☆27Updated 2 years ago
- Fast quantum evolution and eigensolving using Krylov subspace methods via the PETSc/SLEPc libraries.☆35Updated 9 months ago
- continuous-time matrix product operator for finite temperature quantum states☆40Updated 2 months ago
- Worm Algorithm for Bose-Hubbard and XXZ models☆26Updated 2 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
- 290 seminar for 2020 fall - 2021 summer☆35Updated last week
- Package for using Matrix Product States (MPS) to simulate quantum circuits.☆17Updated 5 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆38Updated 4 years ago