CitrineInformatics / MPEA_datasetLinks
Expanded dataset of mechanical properties and observed phases of multi-principal element alloys
☆42Updated 3 years ago
Alternatives and similar repositories for MPEA_dataset
Users that are interested in MPEA_dataset are comparing it to the libraries listed below
Sorting:
- Generate random alloys and compute various properties☆64Updated last year
- Code to help you get started using machine learning in materials science☆19Updated 6 years ago
- LAMMPS plugins for thermal conductivity and density of states calculation☆49Updated 6 years ago
- ☆112Updated 4 months ago
- Python package to aid materials design and informatics☆128Updated 3 weeks ago
- MPmorph is a collection of tools to run and analyze ab-initio molecular dynamics (AIMD) calculations run with VASP, and is currently unde…☆73Updated last year
- ☆101Updated 3 months ago
- ☆21Updated 5 years ago
- Machine Learning Interatomic Potential Predictions☆94Updated last year
- A script to build reference datasets for training neural network potentials from given LAMMPS trajectories.☆40Updated last week
- Repository for links to software packages and databases used in deep-learning applications for materials science☆150Updated 7 months ago
- Benchmark Suite for Machine Learning Interatomic Potentials for Materials☆108Updated 3 years ago
- This is the code for the paper 'Machine learning-enabled high-entropy alloy discovery'☆83Updated 2 years ago
- Deep learning for crystal-structure recognition and analysis of atomic structures☆44Updated last year
- MatDeepLearn for DOS prediction☆26Updated 3 years ago
- A grain boundary generation code☆79Updated 2 years ago
- Automatic generation of crystal structure descriptions.☆126Updated 2 weeks ago
- code package with elemental property dictionary that trains a model based on training dataset and gives prediction on new perovskite comp…☆29Updated 7 years ago
- Tutorials for using the pymatgen library☆62Updated 7 months ago
- The functions of superalloyDigger toolkit include batch downloading documents in XML and TXT format from the Elsevier database, locating …☆66Updated 6 months ago
- Heat capacity predictor for porous materials☆13Updated last year
- Repository for spectral neighbor analysis potential (SNAP) model development.☆37Updated 5 years ago
- Examples demonstrating how to reproduce the results in the paper.☆68Updated last year
- This repository is no longer maintained. For the latest updates and continued development, please visit: https://github.com/atomgptlab/ja…☆93Updated 5 months ago
- This code shows how to calculate an IR spectrum from a LAMMPS MD simulation.☆53Updated 7 years ago
- Data Science for Materials Science☆66Updated last week
- ☆50Updated this week
- Solid-state synthesis science analyzer. Thermo, features, ML, and more.☆26Updated 3 years ago
- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)☆42Updated 2 years ago
- A synthesis planning algorithm designed by Jiadong Chen, Wenhao Sun, in University of Michigan.☆21Updated last year