As part of the collaboration between our Institute of Control and Informatization of Production Processes and Nippon Steel, Ing. Martin Muzelák, PhD., delivered a training session for the company’s research and development staff on 21 October 2026. The session focused on Physics-Informed Neural Networks (PINNs)—neural networks that combine machine learning with physical principles.