Simulating tests to test simulation. - Patrick Müller 003; Matthias Lehmann; Alexander Braun 001 (Autonomous Vehicles and Machines, 2020)

Impact of Windshield Optical Aberrations on Visual Range Camera Based Classification Tasks Performed by CNNs. - Christian Krebs; Patrick Müller 003; Alexander Braun 001 (LIM, 2021)

Spatial recall index for machine learning algorithms. - Patrick Müller 003; Mattis Brummel; Alexander Braun 001 (LIM, 2021)

Spatial precision and recall indices to assess the performance of instance segmentation algorithms. - Mattis Brummel; Patrick Müller 003; Alexander Braun 001 (Autonomous Vehicles and Machines, 2022)

Original image noise reconstruction for spatially-varying filtered driving scenes. - Luis Constantin Wohlers; Patrick Müller 003; Alexander Braun 001 (Autonomous Vehicles and Machines, 2022)

Simulating optical properties to access novel metrological parameter ranges and the impact of different model approximations. - Patrick Müller 003; Alexander Braun 001 (MetroAutomotive, 2022)

MTF as a performance indicator for AI algorithms? - Patrick Müller 003; Alexander Braun 001 (Autonomous Vehicles and Machines, 2023)

Classification robustness to common optical aberrations. - Patrick Müller 003; Alexander Braun 001; Margret Keuper (ICCV (Workshops), 2023)

Analysis of the Impact of Lens Blur on Safety-Critical Automotive Object Detection. - Dara Molloy; Patrick Müller 003; Brian M. Deegan; Darragh Mullins; Jonathan Horgan; Enda Ward; Edward Jones; Alexander Braun 001; Martin Glavin (IEEE Access, 2024)

Learning the essential in less than 2k additional weights - a simple approach to improve image classification stability under corruptions. - Kai Bäuerle; Patrick Müller 003; Syed Muhammad Kazim; Ivo Ihrke; Margret Keuper (Trans. Mach. Learn. Res., 2024)

Impact of Visual Range Optical Blur Aberrations on Deep Learning based Models for Image Classification and Object Detection. - Patrick Müller 003 (2025)

Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models. - Patrick Müller 003; Alexander Braun 001; Margret Keuper (IEEE Trans. Pattern Anal. Mach. Intell., 2026)