MatTen: Equivariant Graph Neural Nets for Tensorial Properties of Materials
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Updated
Mar 14, 2026 - Python
MatTen: Equivariant Graph Neural Nets for Tensorial Properties of Materials
A toolkit for automatic calculation and analysis of elastic constants
json schema for data exchange test results sep 1240
This Python notebook is used to compute mechanical properties based on a tensile test data for a metallic material
ANN functions to calculate some mechanical properties of unidirectional composites
Analysis pipeline for tensile test data exported from Instron Bluehill systems
MATLAB scripts exploring various numerical methods and their application in mechanical property analysis
This repository contains the project on mechanical characterization of Aluminium Alloy AA5083(O) reinforced with recycled ceramic powder. The goal is to develop a metal matrix composite (MMC) with enhanced properties for aviation, defense, marine, and automotive applications.
Theme-level skill for mechanics analysis, including EOS fits, elastic tensors, and stress states.
Simulation of unit operations on Matlab using iterative differential equation solution methods, Monte Carlo methods and statistics
This repositey includes all files and scripts related to the project "Automated Materials Testing Analyzer with Stress-Strain Visualizer". This repo includes Python scripts and an Excel file, where the Python scripts are used in the excel file to automate mundane data tasks.
Mechanical-property datasets, figures, and Colab notebooks for LPBF-built super duplex stainless steel 2507 (UNS S32750), including AS and post-processed conditions.
Material property database for Grade 91 (9Cr-1Mo-V-Nb) steel. Larson-Miller creep rupture, Norton power law, tensile correlations, and Coffin-Manson strain-life from published NIMS/ORNL sources.
The repository contains MATLAB scripts and live scripts for ISSM experiments conducted over selected Antarctic ice shelves. These scripts are designed as tutorials for future use and include more detailed comments.
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