Fields of Application and Key Topics at Fraunhofer ITWM

Strategic Research Areas

The major challenges of our time call for innovative solutions that combine scientific excellence, technological autonomy, and societal benefits. Through our key topics, we pool the expertise of Fraunhofer ITWM in the key technologies of the future and lay the foundation for sustainable innovation in business, science, and society.

Our research ranges from sustainable mobility, smart production systems, and resilient infrastructure to data- and knowledge-based biotechnology, secure financial systems, and a society capable of taking effective action.

 

Our Methods and Integration at the Location

We combine mathematical modeling, simulation, Artificial Intelligence, optimization, and state-of-the-art measurement and testing technology to develop practical solutions for complex problems.

As part of the Fraunhofer Society, we contribute to the goals of Germany’s High-Tech Agenda and support the transfer of research results into practical applications. Together with companies, startups, universities, and public institutions, we develop innovations that create value and strengthen competitiveness. At the same time, as one of the largest research institutes for industrial mathematics, Fraunhofer ITWM shapes the scientific landscape.

Our key topics do not emerge in isolation but rather through close collaboration with partners from research, industry, and society. The High Performance Center Simulation and Software Based Innovation plays a special role in this regard, strengthening collaboration among research institutions, universities, and companies in Kaiserslautern and accelerating the transfer of scientific findings into practice. Together with our partners in the Science and Innovation Alliance Kaiserslautern (SIAK), we are shaping a nationwide unique innovation landscape for digital technologies, simulation, Artificial Intelligence, and data-driven applications. In this way, we make an important contribution to the sustainable development of Rhineland-Palatinate as a hub for innovation and to ensuring technological excellence in key fields of the future.

Our Current Key Topics

 

Smart and Flexible Energy Systems

In many projects and areas we are concerned with making our lives more sustainable and environmentally friendly.

 

Automotive Industry

We provide comprehensive support to the automotive industry, ranging from the simulation of tires, cables, and hoses to driving simulation, structural integrity testing, and the analysis of load and environmental data.

 

Decision Support in Life Sciences and Healthcare

We use mathematical methods in many areas of medicine, thereby improving patients' chances of recovery or survival.

 

Data- and Knowledge-Driven Biotechnology

How can model-based approaches be used to accelerate and validate processes in biotechnology and the life sciences?

 

Future-Proof Financial and Insurance Systems

Our Financial Mathematics focuses its research on the areas of capital markets and actuarial mathematics, as well as financial optimization.

 

Textiles

We use mathematical methods for a wide range of applications in the textile industry. Next to the classic material simulation, we also analyze and optimize spinning processes or inspect leather for faults and quality.

Our Methods

We combine mathematical modeling, simulation, Artificial Intelligence, and High Performance Computing to solve complex problems in business, science, and society. Using knowledge- and data-driven modeling, hybrid simulation and scientific computing, optimization and decision support, Digital Twins and environmental models, domain-informed AI, simulation and agent-based AI, Next Generation Computing, and customized measurement and testing technology, we develop well-founded, practical, and sustainable solutions for industry and society.

 

Artificial Intelligence and Machine Learning

In our work we research on the architecture and the further development of neural networks and systematically implement these methods in example projects.

 

AI Initiative Rhineland-Palatinate

AI Pilot for Mobility

Our head of institute, Prof. Dr. Anita Schöbel, has been appointed AI Pilot for Mobility by the Ministry of Science, Further Education and Culture.

 

Quantum Computing

In co-operation with IBM Germany, the Fraunhofer-Gesellschaft is establishing a national competence network in the research field of quantum computing. Our institute now also has a regional competence centre.

 

Next Generation Computing

Next Generation Computing provides the technological foundation for processing large volumes of data, performing complex simulations, and efficiently applying AI methods to industrial and societal applications.