Courses
Scientific Machine and Deep Learning for Design and Construction in Civil Engineering
In recent years, the Artificial Intelligence technology was introduced to the Architecture, Engineering and Construction (AEC) industry. Numerous application achievments have since been reached in this interdisciplinary field. However, yet today fundamental questions...
Frontiers in Machine Learning Applied to Civil, Env. And Geospatial Engineering
With the increasing amount of data collected in various domains, the importance of data science in many disciplines, such as infrastructure monitoring and management, transportation, spatial planning, structural and environmental engineering, has been increasing. The...
Artificial Intelligence for the Building Industry
Attempts to develop artificial intelligence have been underway for decades. As early as 1950, Alan Turing developed the famous Turing test and was the first serious proposal in the philosophy of artificial intelligence.For most of the time since then, machine learning...
Doctoral Seminar Data Science and Machine Learning in Environmental and Geospatial Engineering
Current research in machine learning and data science within the research fields of the department. The goal is to learn about current research projects at our department, to strengthen our expertise and collaboration with respect to data-driven models and methods, to...
Seminar “Probabilistic Machine Learning for Civil Engineers“
This one-day seminar was conducted at TU Darmstadt to provide an introduction to Artificial Intelligence, Machine and Deep Learning for a civil engineering audience from academia and industry.
Actions, structural reliability, artificial intelligence and Machine learning
I delivered two lectures and two exercises on reliability in civil engineering, uncertainty quantification as well as background and application of Artificial Intelligence for master students of Civil Engineering.
Statistics
Statistics for Bachelor students in civil engineering.
Labor-Seminar KI
Labor-Seminar KI (Labor-Seminar Konstruktiver Ingenieurbau) – Part on experimental investigation of glass, glass products, polymers and adhesives for master students of civil engineering.
Interdisziplinäres Projekt KI
Interdisziplinäres Projekt KI (architectural design and structural analysis of a building) for bachelor students of civil engineering.
Leichte und Transparente Baustoffe
Leichte und Transparente Baustoffe – part on adhesives, polymers as well as polymer mechanics and numerical treatment in design; experimental methods; design and verification methods of membrane structures; event for master students of civil engineering.