Skip to main content Skip to main navigation

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

Page 1 of 54.

  1. 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…

  2. 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…

  3. AI-DISCO - Edge-Cloud AI for DIstributed Sensing and COmputing

    The AI-DISCO project (Edge-Cloud AI for Distributed Sensing and Computing) addresses the challenges of data throughput, energy consumption, scalability, resilience, and security by researching an…

  4. RAISE - Retrieval-Augmented Innovation and SME Enablement

    KI-gestützte Wissensverarbeitung für den Mittelstand

    Künstliche Intelligenz bietet kleinen und mittleren Unternehmen (KMU) große Chancen, ihre Prozesse effizienter zu gestalten und neue digitale…

  5. KI-Kompetenzen_HS - KI-Kompetenzen an Hochschulen stärken

    DFKI is a key partner in the new funding initiative “Strengthening AI Skills at Universities,” which is coordinated by the Stifterverband. Running from January 2026 to March 2029 with a total budget…