TIARA: Trustworthy Physics-Informed AI for Aerospace and Transportation

Kurzfassung

Overview poster for the TIARA project that started in 2025. We aim to develop advanced artificial intelligence models that incorporate both uncertainty quantification techniques and physical principles, in order to combine the precision of physical approaches with the efficiency of AI-based models. Additionally, uncertainty quantification techniques are needed in order to assess the prediction quality of the models, especially for applications with high safety standards.