hspark1212 / crystal-gnnLinks
A Benchmarking Framework for Crystal GNNs
☆20Updated last year
Alternatives and similar repositories for crystal-gnn
Users that are interested in crystal-gnn are comparing it to the libraries listed below
Sorting:
- zeo++ fork of the LSMO☆20Updated 2 years ago
- Tutorial exercises for the OPTIMADE API☆17Updated 2 years ago
- This repository contains neccessary code to train AnisoNet, an equivariant graph neural network for predicting dielectric tensors of crys…☆13Updated 3 months ago
- Python interface for the zeo++ package☆15Updated 3 months ago
- Graph neural network prediction of electronic Hamiltonians in atomic orbital representation with many body messages☆24Updated last month
- Unsupervised identification and analysis of ion-hopping events in solid state electrolytes.☆14Updated 2 weeks ago
- Phonons from ML force fields☆23Updated 4 months ago
- A collection of files related to machine learning force fields☆23Updated 2 years ago
- `quansino` is a modular package based on the Atomic Simulation Environment (ASE) for quickly building custom Monte Carlo algorithms☆28Updated last week
- Random symmetric initialization of crystals☆23Updated 7 years ago
- ☆17Updated 3 months ago
- A collection of tips, scripts, tools and files to improve your workflow, or simply help you start with ab initio Molecular Dynamics (AIMD…☆26Updated 2 years ago
- A molecular simulation package integrating MLFFs in MOFs for DAC☆40Updated last month
- Julia implementation of algorithm for counting primitive rings in an atomistic structure. Useful for materials simulations☆16Updated 2 years ago
- Repository for 2022 Summer DFT for Catalysis i-CoMSE workshop☆14Updated 2 years ago
- A python library for accessing the ICSD API Client. Under no affiliation with Fitz-Karlsruhe, please see https://icsd.fiz-karlsruhe.de/in…☆20Updated last year
- Some tutorial-style examples for validating machine-learned interatomic potentials☆34Updated 2 years ago
- Scripts for analyzing VASP output and preparing VASP input, especially for NEB calculations.☆20Updated 6 years ago
- Cross-platform Optimizer for ML Interatomic Potentials☆21Updated 3 months ago
- A collection of tools I created related to the molecular simulations package RASPA.☆12Updated 2 years ago
- A Python 3 script to visualise atomic displacement using the Vesta file format☆19Updated 5 years ago
- A lightweight python package for reading and writing VASP ML_AB files☆42Updated 9 months ago
- Topological analysis for Li local space, site, pathway in crystal structures☆13Updated 5 years ago
- Equitrain: A Unified Framework for Training and Fine-tuning Machine Learning Interatomic Potentials☆11Updated this week
- Utility scripts and programs for VASP calculations☆19Updated this week
- Compilation of code employed in the construction and analysis of the MOSAEC database.☆13Updated 10 months ago
- Reproduction of CGCNN for predicting material properties☆23Updated last month
- A simple walkthrough and template for NEB runs on VASP.☆18Updated 3 years ago
- Vizualisation of Atomic Contributions to Phonon Modes☆13Updated last year
- This repository contains the official PyTorch implementation of MatRIS.☆15Updated 3 weeks ago