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Research Topics

Data Management & Analysis

Data is one of the most valuable resources in today's age. This data, collected in ever-increasing quantities from a wide variety of sensors and sources in almost all areas of life and work, provides the basis for knowledge-based systems and machine learning. Its full potential can only be exploited by intelligent analysis methods based on the latest methods and effective tools in combination with state-of-the-art hardware.

Projects

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  1. MANTIS - Modular AI-driven Next-generation Tactical Immersive Simulation

    MANTIS aims to develop a disruptive live-augmented tactical training system that integrates XR/VR, haptic suit, biometric sensors, sensorized medical toolkit (IFAK), laser-based weapon simulation…

  2. PathFold - PathFold - Language Modelling for Protein (Mis-)Folding Pathway Dynamics

    Protein folding determines whether a polypeptide chain reaches its native, functional conformation or diverges into a structurally aberrant state that causes disease. In amyloid-forming proteins such…

  3. CARE-Wise - Cognitive Assistance for Resilient Elderly care – Wissensgestützte KI-Unterstützung für die Altenpflege

    CARE-Wise Project – AI-Based Assistance for Everyday Nursing Care

    The CARE-Wise project is developing an AI-based assistance system designed to support nursing professionals in situations requiring…

  4. MLXAI-Plant - Multimodal Lightweight and Explainable AI for Plant Health Diagnostics and Evidence-Linked Decision Support

    The project "Multimodal Lightweight and Explainable AI for Plant Health Diagnostics and Evidence-Linked Decision Support" (MLXAI-Plant) will develop a multimodal large language model capable of…

  5. DaFF - Datenmanagement für die Feldforschung

    Field experiments do not take place under the fixed conditions of a laboratory, but in the environment where a process actually happens: on farmland, in road traffic or on the coast. Weather, soil…