Objective
"Automation is one of the key technical levers to enable the vision of a Digital European Sky. To enable automation of complex tasks, algorithms based on Artificial Intelligence (AI), in particular Machine Learning (ML), are necessary. However, to develop reliable AI Solutions for safety critical tasks novel development methods are needed since traditional development approaches do not consider the particularities of AI development. The goal of the MEDUSA project is to create a model-based framework for the development of safe, secure and transparent-by-construction AI Systems based on data- and model-requirements specified in the EASA Concept Papers. Baseline of the approach are Operational Domain Models of the systems derived from informal descriptions of the use cases. The models are created using a dedicated tool with the capabilities to create structured and formalized domain models as representation. Based on these models, scenario descriptions are generated for the creation of training and test data. The generation of scenarios orientates itself on the fulfilment of the data requirements, such as completeness and representativeness. Explainability and robustness techniques are applied to analyze the performance and qualities of the ML-models in development. Results from the robustness and explainability analyses help to refine the Domain model of the ML-model and increase the safety of application of the AI model. The ODD model is complemented by a model-based security approach to develop a security assurance case of the AI-based application. The MEDUSA approach is applied to two selected use cases: ""AI-Based Optimization of Departure Profiles for Noise-Aware Operational Assistance in Air Traffic Control"" and ""Perception with Airborne Radar"". The output of the MEDUSA learning assurance framework are structured safety cases that use artifacts from scenario-based testing, as well as explainability and robustness analysis as evidence."
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- natural sciences computer and information sciences artificial intelligence
- social sciences sociology industrial relations automation
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Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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HORIZON.2.5 - Climate, Energy and Mobility
MAIN PROGRAMME
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
HORIZON-JU-RIA - HORIZON JU Research and Innovation Actions
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) HORIZON-SESAR-2025-DES-ER-03
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Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
51147 KOLN
Germany
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.