How Deep Learning and Generative AI Empower Advanced Welding Manufacturing Processes

Acentral challenge in automating and advancing complex welding manufacturing processes is that key quality metrics are often not directly measurable in real time. This article presents my perspective on why deep learning has become a game changer in addressing this challenge. However, whether the measured process signals contain adequate raw information to predict these hidden outputs is not easily known. To address this, the article introduces the use of generative artificial intelligence (AI) to test information ..