The functions of superalloyDigger toolkit include batch downloading documents in XML and TXT format from the Elsevier database, locating target sentences from the full text and automatically extrac…

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling sa…

Data based analytical model and machine learning for HEA GBs

Converts bash script to powershell script.

New API client for the Materials Project

SLICES-PLUS: A Crystal Representation Leveraging Spatial Symmetry

SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications] MatterGPT

Plots for "Machine-learned and codified synthesis parameters of oxide materials" in the journal Scientific Data

Visualisation and data mining of the public database of biomedical literature PubMed

Repository for chemical data extraction from literature corpora

Scripts for processing and mining (classic) literature and other text data, such as screenplays

A web application to unlock primary biodiversity data from published literature

Extracting Chemical Information From Scientific Literature Using Text Mining: Building an Ionic Conductivity Database

A directed graph-based deep learning model for predicting material properties based on the CMPNN framework.

Materials graph network with 3-body interactions featuring a DFT surrogate crystal relaxer and a state-of-the-art property predictor.

Predicting material properties using 3D images of their crystal structure and convolutional neural networks

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 base…

Crystal Generative Framework based on Wyckoff Generative Adversarial Network

A text-guided diffusion model for crystal structure generation

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

Symmetry prediction and knowledge discovery fromX-ray diffraction patterns using an interpretable machine learning approach

Crystal graph convolutional neural networks for predicting material properties.

Kite Autocomplete Plugin for Visual Studio Code

Zotero translator中文网页抓取翻译器🎉This is Zotero translators for Chinese Sites(beta), not the official Zotero repo

Everything about note management. All in Zotero.

Ethereal Style for Zotero