diegoxue / AI_Design_Thermal_BatteryLinks
Elastocaloric Thermal Battery: AI-Designed Alloys for Efficient Waste Heat Recycling
☆10Updated 11 months ago
Alternatives and similar repositories for AI_Design_Thermal_Battery
Users that are interested in AI_Design_Thermal_Battery are comparing it to the libraries listed below
Sorting:
- ☆10Updated last year
- Python interface to the SISSO (Sure Independence Screening and Sparsifying Operator) method.☆54Updated last year
- We developed a novel method, MOF-CGCNN, to efficiently and accurately predict the methane the volumetric uptakes at 65 bar for MOFs. Two …☆19Updated 3 years ago
- MLMD: a programming-free AI platform to predict and design materials☆70Updated 4 months ago
- Universal Ensemble-Embedding Graph Neural Network for Direct Prediction of Optical Spectra from Crystal Structures☆31Updated 6 months ago
- ☆12Updated 3 years ago
- code package with elemental property dictionary that trains a model based on training dataset and gives prediction on new perovskite comp…☆27Updated 7 years ago
- Python library for the construction of porous materials using topology and building blocks.☆69Updated last month
- [NPJ Com Mat 2023 | Small 2024] Machine Learning Algorithm : outlier identifying, feature selection☆13Updated 6 months ago
- The functions of superalloyDigger toolkit include batch downloading documents in XML and TXT format from the Elsevier database, locating …☆59Updated last week
- Repository for links to software packages and databases used in deep-learning applications for materials science☆142Updated 2 months ago
- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)☆41Updated 2 years ago
- Python and Machine Learning Course☆79Updated 2 years ago
- AlphaCrytal: Contact map based deep learning algorithm for crystal structure prediction☆11Updated last year
- ☆19Updated 2 weeks ago
- MatDeepLearn for DOS prediction☆24Updated 2 years ago
- ☆54Updated 4 years ago
- Large Language Models Material Miner☆32Updated 4 months ago
- Automatic generation of crystal structure descriptions.☆121Updated last week
- Modules for cross validation, evaluation and plot of SISSO☆15Updated 5 years ago
- Ultra-Low-Kappa: Identification of Crystalline Materials with Ultra-Low Thermal Conductivity Based on Machine Learning Study☆10Updated 11 months ago
- Generate random alloys and compute various properties☆54Updated 7 months ago
- A high performace ReaxFF/AIMD trajectory analysis tool based on graph theory.☆47Updated last week
- ☆95Updated 6 months ago
- This is the repository of the code and data needed for reproducing the results of the paper "Neural Network-Assisted Development of High-…☆9Updated 4 years ago
- Extracts tables into json format from HTML/XML files☆37Updated 5 years ago
- ASE interface for fully constant potential with VASP☆35Updated 8 months ago
- ☆17Updated 3 years ago
- ☆65Updated last year
- This is a conditionally generative model for crystal structures based on a modified version of CDVAE.☆32Updated this week