MatTen: Equivariant Graph Neural Nets for Tensorial Properties of Materials
-
Updated
May 28, 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
ANN functions to calculate some mechanical properties of unidirectional composites
This Python notebook is used to compute mechanical properties based on a tensile test data for a metallic material
Simulation of unit operations on Matlab using iterative differential equation solution methods, Monte Carlo methods and statistics
Interactive stress–strain curve analyzer for automatic mechanical property evaluation using Python and web visualization.
MATLAB scripts exploring various numerical methods and their application in mechanical property analysis
A research paper on Material Science covering material classes, structures, properties, processing, characterization methods, advanced applications, sustainability, figures, tables, and conclusion.
Theme-level skill for mechanics analysis, including EOS fits, elastic tensors, and stress states.
A provenance-tracked database of structural alloy compositions and mechanical properties: 295 alloys, 597 observations, every value traceable to its source.
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.
Analysis pipeline for tensile test data exported from Instron Bluehill systems
Data-driven analysis of the Hall–Petch relationship using literature-derived grain size and yield strength data for magnesium and aluminum alloys.
Optimization of heat-treatment parameters for 17-4 PH stainless steel through mechanical, microstructural, structural, and corrosion characterization.
Experimental process–structure–property characterization of ER70S-6 low-alloy steel produced by robotic GMA-WAAM.
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.
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.
To associate your repository with the mechanical-properties topic, visit your repo's landing page and select "manage topics."