Welcome! Our research group explores the interdisciplinary field of Human-Computer Interaction (HCI) with a focus on emerging interaction modalities (e.g. brain-computer interfaces, physiological computing, touch-sensitive knitted fabrics, millimeter-wave radar sensors), often applying machine learning methods to develop intelligent interfaces. We design, build and evaluate novel interaction paradigms that make humans more effective, while also exploring real-world problems in various domains (e.g. education, accessibility, well-being, safety-critical domains).