Simple Digital Twin example in materials science
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Sep 16, 2025 - Python
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heat-treatment
Here are 8 public repositories matching this topic...
The transient 1D heat conduction is solved for heating and cooling of a steel slab during heat treatment.
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Jan 7, 2024 - Python
Thermo-metallurgical FEM (Abaqus) predicting phase transformation in a quenched S5140 steel gear - JMAK + Koistinen-Marburger kinetics, parametric cooling-rate study. IIT Madras.
simulation abaqus steel finite-element-method materials-engineering metallurgy computational-materials quenching phase-transformation heat-treatment
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Jun 9, 2026 - Python
Metallurgical Engineer's Handbook
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Aug 21, 2024
Heat-treatment process recommendation workbench for ADI, steel austempering, and martempering.
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Jul 27, 2026 - TypeScript
An open source temperature controller for high temperature electric ovens & kilns
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May 26, 2026 - C++
An AI-powered Forge Heat Calculator for blacksmiths, metalworkers, and industrial forging factories. Built with PHP, HTML, CSS, and JavaScript, this WordPress-ready tool estimates forging temperatures, heating times, quench risks, and energy usage.
wordpress-plugin manufacturing metallurgy heat-treatment blacksmithing ai-calculator forging-tools industrial-hardware
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Sep 28, 2025 - PHP
Interactive heat treatment simulator for predicting alloy phase transformation and hardness using Python, JavaScript, and CCT-based modeling.
javascript python simulation chartjs data-visualization materials-science materials-engineering metallurgy phase-transformation heat-treatment
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Jul 2, 2026 - HTML
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