gmp007/PropertyExtractor
Generative AI-based Software for Material Property and Database Generation
This tool helps materials scientists and researchers quickly create structured databases of material properties from numerous unstructured scientific papers. It takes an input file (CSV/Excel) containing text from research papers and extracts specific material properties and their harmonized units, outputting a clean, organized database ready for analysis or further use. This is for anyone who needs to compile material property data efficiently without manually sifting through countless articles.
Use this if you need to extract specific material properties like 'thickness' or 'temperature' from a large collection of scientific text and organize them into a structured, queryable database.
Not ideal if you're extracting data from a domain other than materials science or if you need to extract highly complex, nuanced relationships beyond simple property-value pairs.
Stars
13
Forks
2
Language
Python
License
GPL-3.0
Category
Last pushed
Dec 23, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/generative-ai/gmp007/PropertyExtractor"
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