Projects

INSYS – INTerpretable monitoring SYStems

The INSYS project is concerned with the interpretability of learned models and the resulting possibilities for self-monitoring of complex robotic systems working with multimodal data. This will be acc

STAR – Safe and Trusted Human Centric ARtificial Intelligence in Future Manufacturing Lines

STAR is a joint effort of AI and digital manufacturing experts towards enabling the deployment of standard-based secure, safe and reliable human-centric AI systems in real-life manufacturing environme

openSCENE – Procedural Reality Capture for the Generation of Critical Scenarios in the Context of Autonomous Vehicle Evaluation and Certification

The goal of the openSCENE project is in the area of generating critical scenarios for the subsequent evaluation and certification of autonomous vehicles. A well-known problem for autonomous driving is

NFDI4Ing – National Research Data Infrastructure for Engineering Sciences

NFDI4Ing is one of the funded consortia of the NFDI initiative of DFG (https://www.dfg.de/en/research_funding/programmes/nfdi/index.html). NFDI4Ing brings together the engineering communities and fost

XAINES – Explaining AI with Narratives

In the XAINES project, the aim is not only to ensure explainability, but also to provide explanations (narratives). The central question is whether AI can explain in one sentence why it acted the way

TRIPLE-nanoAUV 1 – Localisation and perception of a miniaturized autonomous underwater vehicle for the exploration of subglacial lakes

The aim of the TRIPLE project line is to design and build a system for scientific exploration of subglacial lakes while validating the associated functions in close cooperation with marine and space s

TAILOR – Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization

The TAILOR project was selected by the European Commission in the ICT-48-2020 call for proposals "Towards a vibrant European network of AI excellence centres" to form a strong research network of acad

Search and Rescue – Emerging technologies for the Early location of Entrapped victims under Collapsed Structures & Advanced Wearables for risk asses

### Rationale Apart from earthquakes which usually result in catastrophic structural collapses with many people entrapped or killed, e.g. Indonesia 2018, Japan 2011, Haiti 2010, Italy 2009, Greece 199

LiDARshared – Vernetzter LiDAR-Bus zum sicheren autonomen Einsatz im Shared Space

The project works on the AI-based development of a technology for the safety and accident prevention of autonomous vehicles by using LiDAR sensors on autonomous vehicles in shared space. At the same t

ExplAINN – Explainable AI and Neural Networks

Despite astonishing progress in the field of Machine Learning (ML), the robustness of high-performance models, especially the ones based on Deep Learning technologies, has been lower than initially pr