Projects

FDO Connect – Development of a service architecture for data exchange with FAIR Digital Objects

As part of the initiative MISSION KI - National Initiative for Artificial Intelligence and Data Economy, a modular, distributed software architecture based on FAIR Digital Objects (FDOs) is being deve

ActGPT – Adaptive robot ConTrol with Generative Pre-trained Transformers

Currently, we are seeing an explosion in AI, primarily led by the advances in reinforcement learning (RL) methods as well as transformer-based neural networks. For example, large language models (LLMs

MELLOW – Smart collaborative workflow development in the footwear industry

The MELLOW research project aims to improve two key aspects of the shoe manufacturing process: Firstly, the development and introduction of an AI-based assistance system will make it easier for worker

Railway-X – KI-basiertes Wissens- und Datenmanagement zur Entscheidungsunterstützung und Handlungsempfehlung in der internationalen Bahnindustrie

Ziel des Projekts Railway-X ist es, einen signifikanten Beitrag zur Stärkung der Wettbewerbsfähigkeit, Nachhaltigkeit und Resilienz der Lieferketten in der europäischen Bahnindustrie zu leisten. Die B

PIAD – Physics-informed Anomaly Detection

Ziel dieses Projekts ist die Entwicklung einer neuen informierten Ki: physik-informierte tiefe Anomalieerkennung. Dabei wird auf modernste neuronale Anomalieerkennungsalgorithmen aufgebaut, die kürzli

CRAI – Center of research and development of trustworthy AI applications for mid-sized companies

The AI living lab CRAI (Center of research and development of trustworthy AI applications for mid-sized companies) is a research initiative that aims to make artificial intelligence accessible and usa

RAASCEMAN – Resilient and Adaptive Supply Chains for Capability-based Manufacturing as a Service Networks

The manufacturing sector faces challenges such as increasing international competition, political tensions, material shortages or unpredictable natural events. The RAASCEMAN project aims to mitigate a

RoX – Verbundprojekt: Digitales Ökosystem für Kl-basierte Robotik (RoX) - Teilvorhaben: Nutzung von Kl-Methoden zur Optimierung von robotischen Fähigkeiten

In September 2024, the joint project "RoX," funded by the Federal Ministry for Economic Affairs and Climate Action (BMWK), officially started. The goal of the project is to establish a digital ecosyst

MAC-MERLin – Multi-Level Abstractions and Causal Modeling for Enhanced Reinforcement Learning

Das Projekt Multi-Level Abstractions and Causal Modeling for Enhanced Reinforcement Learning (MAC-MERLin) zielt darauf ab, durch die Nutzung von Multi-Level-Abstraktionen in Kombination mit kausaler M

NoIDLEChatGPT – No-IDLE meets ChatGPT

Das Projekt "No-IDLE meets ChatGPT" zielt darauf ab, die Mensch-Maschine-Interaktion bei der Aktualisierung von Deep-Learning-Modellen (DL) zu verbessern, indem die Mensch-Computer-Interaktion (HCI) m