RESEARCH PROGRAMS BUILDING BLOCKS OF OUR CUTTING-EDGE RESEARCH ENGINEERING DIGITAL FUTURES We contribute to solving the methodological, technical, organizational, and societal challenges faced by science, engineering, industry, and society in the age of digital transformation. Key Research Areas • Enabling computational- & data-intensive science and engineering • Modular exascale, data, & AI infrastructure with quantum & neuromorphic systems • Secure and dependable cyber-physical systems in critical infrastructures • Technology assessment & ethics for shaping the digital change NATURAL, ARTIFICIAL AND COGNITIVE INFORMATION PROCESSING We explore the fundamental principles of information processing in natural, artificial, & cognitive systems, driving advances in AI, computing, & biomedicine. Key Research Areas • Quantum Materials: Topology, emergence, nanostructures, & dynamics for computing • Concepts, devices, and systems for neuromorphic, & quantum computing • Living cells and the brain for novel concepts in information technology • Understanding human intelligence for future AI systems MATERIALS SYSTEMS ENGINEERING We research and integrate data-driven methods into materials science to accelerate efficient and digitalized discovery of sustainable, cost-effective materials systems. Key Research Areas • AI & digital twins to optimize material design, development, & applications • Robotics & correlative characterization to boost efficiency of knowledge gain • Big data analyses & machine learning for predictive modeling • Accelerated discovery of smart materials for healthcare, electronics, & photonics