➀ The book 'Statistical Machine Learning for Engineering with Applications' is published by Prof. Dr. Anita Schöbel and Prof. Dr. Jürgen Franke, providing an accessible introduction to the concepts and methods of machine learning.

➁ The book aims to familiarize readers with basic topics like classification trees, Bayesian learning, neural networks, and deep learning, emphasizing practical applications and interpretation over mathematical details.

➂ It includes several detailed case studies based on real industrial projects, covering a wide range of technical applications from vehicle manufacturing to process and material technology, and process optimization through image analysis.

➀ Fraunhofer researchers have developed sensor systems and measurement devices to detect leaks in hydrogen pipelines or tanks.

➁ These systems enable continuous monitoring of hydrogen transport or chemical industry facilities.

➂ Multiple sensor technologies are used to ensure safety in various future hydrogen industry scenarios.