Machine-learning-and-complex-systems / NNCMELinks
☆40Updated 3 weeks ago
Alternatives and similar repositories for NNCME
Users that are interested in NNCME are comparing it to the libraries listed below
Sorting:
- Machine learning for physicists☆136Updated 2 years ago
- ☆24Updated 5 months ago
- ☆16Updated last year
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆98Updated 7 months ago
- ☆27Updated 4 years ago
- Efficient and Accurate Neural-Network Ansatz for Quantum Monte Carlo☆72Updated last year
- Chemical Reaction Neural Network☆99Updated 3 months ago
- A JAX based package designed for efficient second order operators (e.g., laplacian) computation.☆74Updated last year
- Monte Carlo simulation on 2D XY-model☆25Updated 6 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆53Updated 3 years ago
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆67Updated 3 months ago
- Tensor Train Toolbox☆126Updated 2 months ago
- ☆44Updated 9 months ago
- A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization p…☆31Updated 2 years ago
- Mathematical Introduction to Electronic Structure Theory☆47Updated 7 years ago
- Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and …☆80Updated 6 years ago
- 2-D XY Model with Monte Carlo method to simulate the KT Phase Transition☆17Updated 9 years ago
- Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer"…☆34Updated 7 years ago
- Flexible, general-purpose VMC framework, built on JAX.☆29Updated last month
- physics meets neural networks☆103Updated 7 years ago
- DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electr…☆63Updated 8 months ago
- A generic and fast solver of mode-coupling theory-like integrodifferential equations☆21Updated 2 months ago
- PyGL: statistical field theory in Python. github.com/rajeshrinet/pygl☆28Updated 7 months ago
- An implementation of the transformer quantum state, a multi-purpose model for quantum many-body problems☆36Updated 2 years ago
- A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.☆32Updated 10 months ago
- Bayesian tensor network☆21Updated 5 years ago
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆31Updated 5 years ago
- The next-gen tensor network based quantum software framework: superseding the original TensorCircuit☆44Updated 2 weeks ago
- Worm Algorithm for Bose-Hubbard and XXZ models☆31Updated 2 years ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆15Updated 4 years ago