Thomas Krüger's research works

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Applying the Assessment List for Trustworthy Artificial Intelligence on the development of AI supported Air Traffic Controller Operations

Conference Paper

Full-text available

Oct 2023

The advance of AI in safety-and security-critical domains such as aviation needs high standards for its trustworthy development. In this context the EASA introduced the Assessment List for Trustworthy AI (ALTAI) as an helpful tool. This paper presents an approach for applying the ALTAI in the development of an AI-based digital Air Traffic Control O...

FROM THE CONCEPT OF OPERATIONS TOWARDS AN OPERATIONAL DESIGN DOMAIN FOR SAFE AI IN AVIATION

Conference Paper

Full-text available

Sep 2023

In the project RESILIENZ at the German Aerospace Center, a systematic approach for combining operational scenarios from Concept of Operations (ConOps) to capture specific operational ranges and limitations, is investigated. Based on an exemplary aviation use case-collision avoidance-, the corresponding ConOps is defined and used as a basis to deriv...

Model-Based Systems Engineering for AI-Based Systems

Conference Paper

Jan 2023

In recent years, there has been significant progress in Artificial Intelligence (AI), leading to an increasing interest for integration of AI-based functions into newly developed systems. AI promises several benefits, amongst others, beyond the state-of-the-art functions and performance. However, the use of AI-techniques also introduces new challen...

USING OPERATIONAL DESIGN DOMAIN FOR SAFE AI IN URBAN AIR MOBILITY

Conference Paper

Full-text available

Nov 2022

In engineering of autonomous systems, Operational Design Domain (ODD) is an artifact that specifies the envelop in which a system safely operates. By defining requirements regarding the safe operating conditions, the ODD provides the basis for the verification and validation of the system’s behavior. ASAM contributed to discussion by defining an OD...