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American Journal of Mechanical and Materials Engineering

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2025, Volume 9
1. Issue 2, Jun.
2. Issue 1, Mar.
2024, Volume 8
2023, Volume 7
2022, Volume 6
2021, Volume 5
2020, Volume 4
2019, Volume 3
2018, Volume 2
2017, Volume 1

Volume 9, Issue 2, June 2025

Research Article
Comparison of Response Surface Methodology (RSM) and Artificial Neural Networks (ANN) in Optimisation of the Thermal Diffusivity of Mild Steel TIG Welding

Augustine Oghenekevwe Igbinake^*

Issue: Volume 9, Issue 2, June 2025

Pages: 43-49

Received: 17 February 2025

Accepted: 3 March 2025

Published: 28 March 2025

DOI: 10.11648/j.ajmme.20250902.11

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Abstract: This study compares the effectiveness of Response Surface Methodology (RSM) and Artificial Neural Networks (ANN) in optimizing the thermal diffusivity of mild steel Tungsten Inert Gas (TIG) welds. The analysis evaluates the predictive accuracy and optimization efficiency of both techniques, providing insights into their suitability for modeling the... Show More

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