A Comparative Analysis of Multitask Neural Networks and Stacking Ensemble Learning for Predicting UTS, Weld Hardness, and HAZ Hardness in Welding Applications
Year: 2025
Type: conference-paper
Abstract: Accurately predicting welding performance measures like ultimate strength (UTS), weld bead hardness, and HAZ mechanical hardness is crucial for ensuring the structural integrity and performance of welded components.
Authors: Sama Mukhtar, Amit Sata, Gaurang Joshi, Durgesh Srivastava
Institutions: Marwadi University, Sohar University
Language: English
Subfield: Materials Chemistry
Field: Materials Science
Domain: Physical Sciences
Open Access status: gold
OpenAlex ID: W4416101613