DanielJCase / Ising-Deep-LearningLinks
Train deep neural nets to classify phases of 2-D Ising model simulations. Ising model configurations are generated through Monte Carlo simulations.
☆33Updated 6 years ago
Alternatives and similar repositories for Ising-Deep-Learning
Users that are interested in Ising-Deep-Learning are comparing it to the libraries listed below
Sorting:
- Deep Bayesian Optimization for Problems with High-Dimensional Structure☆16Updated 3 years ago
- A JAX library for Density Functional Theory.☆54Updated 2 months ago
- Reference implementation of "Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions" (ICLR, 2022) and "Sampling-f…☆32Updated last year
- ☆41Updated 2 years ago
- Efficient and Accurate Neural-Network Ansatz for Quantum Monte Carlo☆72Updated last year
- DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electr…☆65Updated 9 months ago
- Deep PXRD Crystallography with CDVAE.☆26Updated 7 months ago
- ☆38Updated 3 years ago
- These are the slides associated with the GNN tutorial at the APS March Meeting☆21Updated 2 years ago
- Benchmarking☆31Updated 4 years ago
- Path integral based convolution and pooling☆30Updated 2 years ago
- Materials Learning Algorithms. A framework for machine learning materials properties from first-principles data.☆97Updated 3 weeks ago
- Implementation of restricted Boltzmann machines in Tensorflow 2☆28Updated 2 years ago
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆98Updated 7 months ago
- Spring 2023 seminar on automated experiment☆22Updated 2 years ago
- List the AI for Science papers accepted by top conferences☆158Updated 4 months ago
- A JAX based package designed for efficient second order operators (e.g., laplacian) computation.☆74Updated last year
- ☆30Updated 3 weeks ago
- Code repository for "Finding symmetry breaking order parameters with Euclidean Neural Networks"☆16Updated 5 years ago
- ☆174Updated 2 years ago
- ☆16Updated last year
- ☆23Updated last year
- Deep Active learning with Neural-surrogate-guided Tree Exploration☆40Updated 4 months ago
- This repository contains code for handling the materials images and spectra dataset that is the largest expermental materials science dat…☆15Updated 2 years ago
- Accelerated Design of Layered Materials with Bayesian Optimization☆20Updated 7 years ago
- Gaussian process augmented with a probabilistic model of expected system's behavior☆15Updated 3 years ago
- Corresponding dataset and tools for the AdsorbML manuscript.☆42Updated 11 months ago
- ☆60Updated 3 years ago
- Python implementation of the Ising model☆64Updated 5 years ago
- Statistical Mechanics 2D Ising Model Simulations☆106Updated 11 years ago