Machine-learning-and-complex-systems / NNCME
☆37Updated last year
Alternatives and similar repositories for NNCME:
Users that are interested in NNCME are comparing it to the libraries listed below
- ☆22Updated 4 months ago
- ☆14Updated 5 months ago
- Machine learning for physicists☆119Updated last year
- ☆23Updated 2 years ago
- ☆23Updated 3 years ago
- Computational graph representation of multiloop Feynman diagrams☆47Updated 4 months ago
- Course AMAT5315: Advanced scientific computing, the website and Julia notebooks☆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
- Mathematical Introduction to Electronic Structure Theory☆45Updated 6 years ago
- Monte Carlo simulation on 2D XY-model☆24Updated 5 years ago
- Code for predicting ground state properties using new ML model.☆11Updated last year
- Code accompanying "Large Language Models for Variational Monte Carlo"☆9Updated last year
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆91Updated 7 months ago
- 290 seminar for 2020 fall - 2021 summer☆27Updated 2 weeks ago
- Forward mode laplacian implemented in JAX tracer☆29Updated 2 weeks ago
- Flexible, general-purpose VMC framework, built on JAX.☆26Updated last week
- Machine Learning Renormalization Group☆19Updated last year
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 3 years ago
- A JAX based package designed for efficient second order operators (e.g., laplacian) computation.☆71Updated last year
- Tensor network based quantum software framework: next generation☆17Updated 2 weeks ago
- Reference implementation of "Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions" (ICLR, 2022) and "Sampling-f…☆30Updated 9 months ago
- Supporting code for "Autoregressive neural-network wavefunctions for ab initio quantum chemistry".☆41Updated 2 years ago
- 2-D XY Model with Monte Carlo method to simulate the KT Phase Transition☆15Updated 8 years ago
- Impementation of Variational Monte Carlo (VMC) for quantum many-body dynamics using JAX.☆59Updated last week
- Worm Algorithm for Bose-Hubbard and XXZ models☆24Updated last year
- This project is used for the paper "Differentiable Programming of Isometric Tensor Network". (arXiv:2110.03898)☆18Updated 2 years ago
- A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.☆28Updated 3 weeks ago
- This is the repository for the CRC 183 summer school "Machine Learning in Condensed Matter Physics".☆28Updated 3 years ago
- A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization p…☆31Updated last year
- Tropical tensor network for spin glasses☆55Updated 3 months ago