Prof. Dr. Fabian Jirasek heads the Laboratory of Engineering Thermodynamics and the Emmy Noether Junior Research Group “Hybrid Thermodynamic Models” of the German Research Foundation. His research topics range from the prediction of fluid properties to the design and optimization of production processes and fault detection in chemical plants. He focuses on developing hybrid models by integrating machine learning methods with physical knowledge.