Machine Learning for Cyber Physical Systems 2025

תיאור

נקודות עיקריות

The 8th ML4CPS conference focuses on integrating machine learning with cyber-physical systems. Topics include predictive maintenance, self-optimization, and fault diagnosis. Generative AI for CPS to facilitate human-machine interaction. Automated modelling to learn behaviors and structures of CPS. Industrial AI for optimizing manufacturing processes and enhancing operational efficiency. Edge AI for real-time data processing on local devices. Self-supervised learning to minimize reliance on large, labeled datasets. The conference provides a platform for researchers and users to exchange ideas. Hosted by Fraunhofer IOSB, Helmut Schmidt University, and other institutions. Papers are chosen on a peer-review basis and published by Helmut Schmidt University Press.