Materials representation plays a key role in machine learning based prediction of materials properties and new materials discovery. Currently both graph and 3D voxel representation methods are based on the heterogeneous elements of the crystal structures. Here, we propose to use electronic charge density (ECD) as a generic unified 3D descriptor …
☆13Jan 15, 2021Updated 5 years ago
Alternatives and similar repositories for ecloud
Users that are interested in ecloud are comparing it to the libraries listed below
Sorting:
- 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
- Querying databases, Organizing and Plotting Data: Query Pymatgen for properties like Young's modulus and melting temperature Organize dat…☆14Aug 18, 2021Updated 4 years ago
- Accelerated Design of Layered Materials with Bayesian Optimization☆20Dec 10, 2018Updated 7 years ago
- [arXiv 2025] Materials Generation in the Era of Artificial Intelligence: A Comprehensive Survey☆44Nov 6, 2025Updated 3 months ago
- 用机器学习的方法预测二维材料的物理性质☆13Nov 9, 2021Updated 4 years ago
- Extracts tables into json format from HTML/XML files☆39May 12, 2020Updated 5 years ago
- Crop Yield Prediction using various ML approaches - Random-Forest Regressor, Gradient-Boosting Regressor, Decision-Tree Regressor, Suppo…☆10Jul 13, 2023Updated 2 years ago
- This repository will house information and code examples of pulling thermodynamic data from metal alloy systems from the NIST alloy data …☆11Jun 2, 2022Updated 3 years ago
- Benchmark AFLOW Data Sets for Machine Learning doi.org/10.1007/s40192-020-00174-4☆11Aug 29, 2020Updated 5 years ago
- CBE 30338 Chemical Process Control☆14Feb 27, 2024Updated 2 years ago
- 个人开发工具库☆17Apr 30, 2022Updated 3 years ago
- xDeFi Exponentially or Linear Decaying Money Stream Protocol☆10Mar 20, 2021Updated 4 years ago
- This is the proof of concept, how a relatively unsophisticated statistical model trained on the large MPDS dataset predicts physical prop…☆11Oct 31, 2024Updated last year
- Incremental Reading for Emacs & Org-mode☆11Aug 18, 2022Updated 3 years ago
- Line templates for RMG☆19Updated this week
- Predicting Algae's age using different attributes and Machine Learning Algorithms for Regression Analysis.☆10Apr 20, 2019Updated 6 years ago
- ☆15Apr 8, 2023Updated 2 years ago
- A tool for the perception of chemical bonds via machine learning☆10Nov 15, 2025Updated 3 months ago
- Plug-flow reactor implemented with Cantera☆10Jan 20, 2019Updated 7 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN intended to be used as a baseline and starting point.☆10Jun 26, 2018Updated 7 years ago
- ☆12Dec 3, 2023Updated 2 years ago
- Interesting Public Datasets☆12Apr 28, 2023Updated 2 years ago
- image-based generative model for inverse design of solid state materials☆42Feb 18, 2022Updated 4 years ago
- Dockerfiles defining the dependencies required to build seL4, CAmkES, and L4v.☆14Aug 18, 2025Updated 6 months ago
- Python codes for Lasso feature selection☆14Oct 10, 2019Updated 6 years ago
- Computational experiments using SMACT for materials design☆11Jul 3, 2020Updated 5 years ago
- Machine learning bootcamp https://ztlevi.gitbook.io/ml-101/☆14Jul 22, 2023Updated 2 years ago
- SVR optimazation by WOA☆11Aug 19, 2021Updated 4 years ago
- J. Zhang and J. Wang, "Improved Whale Optimization Algorithm Based on Nonlinear Adaptive Weight and Golden Sine Operator", IEEE Access, v…☆12Sep 23, 2021Updated 4 years ago
- Code for the paper "A physics-informed neural network framework for laminated composite plates under bending"☆16Jan 17, 2025Updated last year
- The inverse materials design is a key topic of materials science nowadays. The proposed software solutions are useful tools for decision …☆11Jul 15, 2020Updated 5 years ago
- This project aims to design, develop and implement the training model by using different inputs data. The machine will able to learn the …☆13Sep 22, 2020Updated 5 years ago
- Feature selection for machine learning using mutual information.☆15Dec 4, 2024Updated last year
- A fast & easy way to train ML models in your cloud, directly from your laptop.☆14Mar 28, 2022Updated 3 years ago
- 藏头诗生成器 Chinese poem generator with LSTM network☆12May 30, 2019Updated 6 years ago
- Message Passing Neural Networks for Molecule Property Prediction☆11Jan 17, 2020Updated 6 years ago
- A graph attention network based model for predicting atomic partial charges in metal-organic frameworks.☆13Aug 26, 2025Updated 6 months ago
- 使用LSTM预测回归问题,使用注意力机制自动提取特征的重要程度。Using LSTM to predict regression problems, Attention mechanism is used to automatically extract the impor…☆18Aug 30, 2020Updated 5 years ago
- ☆15Jan 16, 2024Updated 2 years ago