Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB 
8th ML4CPS Conference, March 6-7, 2025, Berlin
The 8th ML4CPS offers a platform for exchange between researchers and users from various fields. The conference will be held in English on March 6 and 7, 2025 at the Fraunhofer Forum in Berlin. It will be hosted by the Fraunhofer Institute for Optronics, System Technologies and Image Exploitation IOSB, the Helmut Schmidt University (HSU), the Technical University of Hamburg (TUHH) and the Chair of Production Engineering of E-Mobility Components (PEM) of the RWTH Aachen.
Submissions requested
The contributions may relate to the following topics, but are not limited to them:
- Generative AI for CPS: Technologies like large language models facilitate human-like interactions with machines. This unlocks novel opportunities for intelligent automation and the increase of the overall performance and functionality of cyber-physical systems.
- Automated Modelling: Developing and using models to learn behaviors and structures of cyber-physical systems. This includes intelligent methods to integrate prior and domain-knowledge as well as engineering approaches.
- Industrial AI: Integrating AI into manufacturing processes can help to optimize them and enhance operational efficiency. Integrating AI into legacy systems and existing infrastructure is still a major challenge.
- Edge AI: This involves running AI algorithms directly on local devices, which enables real-time data processing. Main challenges are energy efficiency and limited computational resources.
- Self-supervised learning: Minimizing the reliance on large, labeled datasets for machine learning is a key focus when examining production data. Techniques that allow models to learn from unlabeled data are essential.
