Expanded dataset of mechanical properties and observed phases of multi-principal element alloys
☆46Aug 3, 2022Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Sep 24, 2024Updated last year
- Machine learning model for complex concentrated alloys/high entropy alloys using TensorFlow☆16Dec 29, 2020Updated 5 years ago
- Tutorial files to work with ML for the charge density in molecules and solids☆12Feb 22, 2023Updated 3 years ago
- High Entropy Alloys (HEAs) are multi-chemical elements alloys with exceptional physical properties. HEAs have sparked the interest in eng…☆11Jan 2, 2022Updated 4 years ago
- Machine Learning for High Entropy Alloy☆17Aug 11, 2020Updated 5 years ago
- Generate random alloys and compute various properties☆67Jan 29, 2026Updated last month
- A combination of lightweight, high specific strength, and good castability make magnesium alloys a promising engineering material for the…☆13Dec 1, 2020Updated 5 years ago
- This is a simplified code of our work ''machine learning enabled high-entropy alloys discovery''☆18Sep 26, 2023Updated 2 years ago
- This is the code for the paper 'Machine learning-enabled high-entropy alloy discovery'☆85Sep 26, 2023Updated 2 years ago
- Worked on a dataset of high entropy alloys which is used to design materials for additive manufacturing. Being responsible for Performing…☆18Aug 20, 2022Updated 3 years ago
- Machine learning guided optimal composition selection for high strength Niobium alloy☆11May 30, 2023Updated 2 years ago
- DFT dataset and machine learning models for high entropy alloys☆24Apr 19, 2024Updated last year
- A dataset of Curie temperatures automatically extracted from scientific literature with the use of the BERT-PSIE pipeline☆15Aug 18, 2023Updated 2 years ago
- A Python library for diffusion simulation and data analysis☆27Sep 8, 2019Updated 6 years ago
- Software for generating machine-learning interatomic potentials for LAMMPS☆182Oct 17, 2025Updated 5 months ago
- Introducing AlloyBERT: a transformer encoder-based model for predicting alloy properties from textual inputs. Leveraging RoBERTa and self…☆12Aug 5, 2024Updated last year
- A Scheil-Gulliver simulation tool using pycalphad.☆26Mar 2, 2026Updated 3 weeks ago
- Make periodic table map plots and pettifor-style trend plots.☆28Apr 9, 2018Updated 7 years ago
- Machine Learning Interatomic Potential Predictions☆94Feb 15, 2024Updated 2 years ago
- This is an educational purpose repository to play with common arithmetics found in deep learning models☆16Aug 22, 2023Updated 2 years ago
- Jupyter notebooks describing data analysis procedures for my published/submitted papers☆14Jan 16, 2021Updated 5 years ago
- Chemically Directed Atom Swap Hopping -- Crystal structure prediction by swapping atoms in unfavourable chemical environments☆22Apr 19, 2023Updated 2 years ago
- APEX: Alloy Properties EXplorer using simulations☆42May 7, 2025Updated 10 months ago
- ☆12Dec 3, 2023Updated 2 years ago
- OpenIEC: An open-source code for interfacial energy calculation in alloys☆38Dec 2, 2023Updated 2 years ago
- This is the Python code and original data of "Machine-Learning Guided Discovery and Optimization of Additives in Preparing Cu Catalyst fo…☆10Mar 16, 2023Updated 3 years ago
- Aditive manufacturing framework☆12May 26, 2023Updated 2 years ago
- casm powered utility to create gamma surfaces, UBER curves, and twisted bilayers along crystal planes.☆23Dec 5, 2020Updated 5 years ago
- The functions of superalloyDigger toolkit include batch downloading documents in XML and TXT format from the Elsevier database, locating …☆67Jun 23, 2025Updated 9 months ago
- ☆26Aug 19, 2024Updated last year
- This repository will house information and code examples of pulling thermodynamic data from metal alloy systems from the NIST alloy data …☆12Jun 2, 2022Updated 3 years ago
- 收集和整理适用于高熵合金分子动力学模拟的势函数。A set of interatomic potentials suitable for molecular dynamics simulations of high entropy alloys.☆38Dec 23, 2025Updated 3 months ago
- Precious plastic academy☆19Aug 26, 2025Updated 6 months ago
- ☆18Sep 29, 2021Updated 4 years ago
- Tierkreis Hybrid Workflow Manager☆22Updated this week
- Multi-nucleotide Variation Annotation Corrector☆11Dec 13, 2022Updated 3 years ago
- Computational tools for simulation of high-entropy alloy surfaces☆18Jun 17, 2025Updated 9 months ago
- Browser-based tool for visualizing and analyzing germline copy number variants in genomic data☆11Nov 7, 2024Updated last year
- The largest KG for material science☆29Nov 14, 2024Updated last year