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Research Topics

Machine Learning & Deep Learning

Machine learning systems act independently and give recommendations based on learned knowledge from large amounts of data. When deep neural networks are used in machine learning, this is referred to as deep learning. The basis for such CPU-intensive methods is the combination of special algorithms, a powerful infrastructure and training data.

Projects

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  1. OptimAIze - OptimAIze – Optimization of Antibiotic Candidates via AI-Assisted Cytotoxicity and Efficacy Prediction

    Antimicrobial resistance is one of the most pressing health threats of our time: an estimated 4.7 million deaths per year are already linked to antibiotic resistance, and this number could more than…

  2. TRUST - TRUST - Supporting and Valuing EU Regulatory Compliance with a Seal of TRUST and Co-designed Online Services based on Trustable LLM

    With over 188,000 active EU normative acts, regulatory compliance has become one of the greatest challenges for European SMEs, who frequently lack internal legal resources. While AI offers a potential…

  3. GenAI4EU Nexus - GenAI4EU Nexus

    The GenAI4EU Nexus Coordination and Support Action officially started on 1 May and will establish a European hub for trustworthy generative AI—a single entry point linking research, industry, SMEs and…

  4. KORVI - Climate-optimized, integrated, resilient traffic management with intelligent on-board and ground-based systems

    AI tools and methods are to be used in the KORVI-DFKI subproject of the KORVI collaborative research project to develop climate-optimized, integrated, and resilient traffic management, with the aim of…

  5. Fake-O-Meter - Joint Project: Multimodal AI-based Disinformation Assistant for Awareness and Resilience in Dealing with Media Disinformation

    Fake-O-Meter develops a multimodal, AI-based assistance system that helps people identify and understand disinformation. It combines deepfake detection across image, audio and video, explanations…