Stephan Matzka

Explainable Artificial Intelligence in Mechanical Engineering: A Synthetic Dataset for Comprehensive Failure Mode Analysis

2023

Transparency and comprehensibility of artificial intelligence (AI) algorithms is of central importance across vertical industries. However, comprehensive datasets for evaluating explainable AI (XAI) methods are lacking in mechanical engineering. This paper introduces a new synthetic …