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2026
Explainable AI to Improve Machine Learning Reliability for Industrial Cyber-Physical Systems (2026)[Working paper › Preprint]. ArXiv.org. Jutte, A. & Odyurt, U.https://doi.org/10.48550/arXiv.2601.16074
2025
Defining Energy Indicators for Impact Identification on Aerospace Composites: A Physics-Informed Machine Learning Perspective (2025)[Working paper › Preprint]. ArXiv.org. Ribeiro Marinho, N., Loendersloot, R., Grooteman, F., Wiegman, J. W., Odyurt, U. & Tinga, T.https://doi.org/10.48550/arXiv.2511.01592CPSLint: A Domain-Specific Language Providing Data Validation and Sanitisation for Industrial Cyber-Physical Systems (2025)[Working paper › Preprint]. ArXiv.org. Odyurt, U., Sayilir, Ö. F., Stoelinga, M. I. A. & Zaytsev, V.https://doi.org/10.48550/arXiv.2510.18651Demonstrators for Industrial Cyber-Physical System Research: A Requirements Hierarchy Driven by Software-Intensive Design (2025)[Working paper › Preprint]. ArXiv.org. Odyurt, U., Loendersloot, R. & Tinga, T.https://doi.org/10.48550/arXiv.2510.18534InfoPos: A Design Support Framework for ML-Assisted Fault Detection and Identification in Industrial Cyber-Physical Systems (2025)[Working paper › Preprint]. ArXiv.org. Odyurt, U., Loendersloot, R. & Tinga, T.https://doi.org/10.48550/arXiv.2502.10331Efficient ML-Assisted Particle Track Reconstruction Designs (2025)In 27th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2024): Kraków, Poland, October 19-25, 2024. Article 01299 (EPJ Web of Conferences; Vol. 337). EDP Sciences. Caron, S., Dobreva, N., Ferrer Sánchez, A., Martín-Guerrero, J. D., Odyurt, U., Ruiz de Austri Bazan, R., Wollfs, Z. & Zhao, Y.https://doi.org/10.1051/epjconf/202533701299Efficient Tracking Algorithm Evaluations through Multi-Level Reduced Simulations (2025)In 27th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2024): Kraków, Poland, October 19-25, 2024. Article 01289 (EPJ Web of Conferences; Vol. 337). EDP Sciences. Odyurt, U., Varbanescu, A.-L. & Caron, S.https://doi.org/10.1051/epjconf/202533701289TrackCore-F: Deploying Transformer-Based Subatomic Particle Tracking on FPGAs (2025)[Working paper › Preprint]. ArXiv.org. Blankestijn, A., Odyurt, U. & Yousefzadeh, A.https://doi.org/10.48550/arXiv.2509.26335TrackFormers Part 2: Enhanced Transformer-Based Models for High-Energy Physics Track Reconstruction (2025)[Working paper › Preprint]. ArXiv.org. Caron, S., Dobreva, N., Kimpel, M., Odyurt, U., Pshenov, S., Ruiz de Austri Bazan, R., Shalugin, E., Wollfs, Z. & Zhao, Y.https://doi.org/10.48550/arXiv.2509.26411Trackformers: in search of transformer-based particle tracking for the high-luminosity LHC era (2025)European Physical Journal C, 85(4). Article 460. Caron, S., Dobreva, N., Sánchez, A. F., Martín-Guerrero, J. D., Odyurt, U., Ruiz de Austri Bazan, R., Wolffs, Z. & Zhao, Y.https://doi.org/10.1140/epjc/s10052-025-14156-3
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