This is a simplified code of our work ''machine learning enabled high-entropy alloys discovery''
☆18Sep 26, 2023Updated 2 years ago
Alternatives and similar repositories for Machine-learning-enabled-high-entropy-alloys-discovery
Users that are interested in Machine-learning-enabled-high-entropy-alloys-discovery are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the code for the paper 'Machine learning-enabled high-entropy alloy discovery'☆91Sep 26, 2023Updated 2 years ago
- DFT dataset and machine learning models for high entropy alloys☆30Apr 19, 2024Updated 2 years ago
- This tutorial explains how to use ATAT to generate SQS for disordered alloys. It covers basic steps of creating a unit cell, generating c…☆21May 28, 2023Updated 3 years ago
- Expanded dataset of mechanical properties and observed phases of multi-principal element alloys☆50Aug 3, 2022Updated 3 years ago
- This is the Python code and original data of "Machine-Learning Guided Discovery and Optimization of Additives in Preparing Cu Catalyst fo…☆14Mar 16, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆28Apr 15, 2025Updated last year
- Machine learning model for complex concentrated alloys/high entropy alloys using TensorFlow☆17Dec 29, 2020Updated 5 years ago
- Precious plastic academy☆20Jun 9, 2026Updated last month
- A demo code for implementation of differentiable thermodynamic modeling in JAX.☆11Sep 18, 2021Updated 4 years ago
- Machine Learning for High Entropy Alloy☆17Aug 11, 2020Updated 5 years ago
- ☆45Jul 25, 2025Updated 11 months ago
- Open HW & SW for Scanning Electron Microscopes☆37Feb 23, 2022Updated 4 years ago
- An application for designing Al-Fe-Co-Cr-Ni high-entropy alloys by combining first-principles calculations and machine learning.☆29May 7, 2026Updated 2 months ago
- OVITO Python modifier to generate bulk crystal structures with target Warren-Cowley parameters.☆31Jan 30, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Scheil-Gulliver simulation tool using pycalphad.☆28Jun 22, 2026Updated 2 weeks ago
- Open-source python package for multicomponent multiphase equilibrium CALPHAD calculations☆29Jan 7, 2026Updated 6 months ago
- phase field codes for phase transformation in steels☆40Jun 15, 2015Updated 11 years ago
- OVITO Python modifier to compute the Warren-Cowley parameters.☆50Apr 1, 2025Updated last year
- C++ utils for reading and writing UTF-8 strings in console.☆14Jul 28, 2023Updated 2 years ago
- Re-implementation of GP-GOMEA that attempts to be simpler to understand and use than the original.☆15Mar 31, 2026Updated 3 months ago
- 针对开源模拟软件Lammps导出的数据文件，个人采用Python脚本进行数据处理并科研绘图，并取得相关的论文成果。☆51Jun 9, 2021Updated 5 years ago
- A Nextcloud setup exclusively for local networks.☆16Feb 12, 2023Updated 3 years ago
- MULTEM is a powerful and advanced collection of C++ routines with CUDA support, designed to perform efficient and accurate multislice sim…☆77Jul 3, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- LAMMPS interface for phonon calculations using phonopy☆94Nov 5, 2025Updated 8 months ago
- Examples LAMMPS simulations to generate thermodynamic properties of simple molecular models☆89Nov 9, 2021Updated 4 years ago
- ☆22Aug 31, 2020Updated 5 years ago
- Educational ipython source code for applied thermodynamics.☆75Mar 24, 2020Updated 6 years ago
- Fitting thermodynamic models with pycalphad - https://doi.org/10.1557/mrc.2019.59☆87Jun 22, 2026Updated 2 weeks ago
- MatDeepLearn, package for graph neural networks in materials chemistry☆205Mar 20, 2023Updated 3 years ago
- A data-driven method combining symbolic regression and compressed sensing for accurate & interpretable models.☆367Jan 26, 2026Updated 5 months ago
- CALPHAD tools for designing thermodynamic models, calculating phase diagrams and investigating phase equilibria.☆388Jun 30, 2026Updated last week
- Things that you should (and should not) do in your Materials Informatics research.☆203Nov 17, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Ridiculously fast symbolic expressions☆135Mar 23, 2026Updated 3 months ago
- pyiron - an integrated development environment (IDE) for computational materials science.☆458Oct 13, 2025Updated 8 months ago
- MAterials Simulation Toolkit for Machine Learning (MAST-ML)☆128Oct 10, 2025Updated 8 months ago
- A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.☆448May 7, 2026Updated 2 months ago
- A Android GUI for Clash☆93Dec 26, 2019Updated 6 years ago
- A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code☆122Jun 7, 2021Updated 5 years ago
- Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera☆1,434Sep 2, 2020Updated 5 years ago