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Römgens N, Adam TJ, Abbassi A, Grießmann T, Wierach P, Rolfes R. Segmented rotor blades: advancing damage detection in wind turbine bolted joints via low-/high-frequency sensing and data fusion. Structural health monitoring. 2026 Apr 21. Epub 2026 Apr 21. doi: 10.1177/14759217261441577
Abbassi A, Dörpinghaus A, Römgens N, Grießmann T, Rolfes R. Embedded feature selection using dual-network architecture. Machine Learning with Applications. 2025 Sep;21:100672. Epub 2025 Jun 18. doi: 10.1016/j.mlwa.2025.100672
Abbassi A, Römgens N, Grießmann T, Rolfes R. Simulation of damage-induced wave propagation in composites using knowledge-embedded generative adversarial networks for structural health monitoring. Structural health monitoring. 2025 Sep 25. Epub 2025 Sep 25. doi: 10.1177/14759217251377871
Abbassi A. Unsupervised damage localization in composite materials using domain adaptation and knowledge-embedded. Hannover: GottfriedWilhelm Leibniz Universität Hannover, 2025. 142 S. ( Mitteilungen des Instituts für Statik und Dynamik der Leibniz Universität Hannover). doi: 10.15488/18770
Römgens N, Abbassi A, Talahmeh M, Grießmann T, Rolfes R. Monitoring Different Prestressing Forces of a Concrete Steel Tower Using Neuronal Networks. in Cunha Á, Caetano E, Hrsg., Experimental Vibration Analysis for Civil Engineering Structures, EVACES 2025 - Volume 1. Springer Science and Business Media Deutschland GmbH. 2025. S. 793-802. (Lecture Notes in Civil Engineering). doi: 10.1007/978-3-031-96110-6_78
Römgens N, Abbassi A, Fürll F, Grießmann T, Rolfes R, Marx S. Robust Damage Detection and Localization Under Varying Environmental Conditions Using Neural Networks and Input-Residual Correlations. Structural Control and Health Monitoring. 2025 Mai 23;2025(1):3451930. doi: 10.1155/stc/3451930
Römgens N, Abbassi A, Dierksen N, Grießmann T, Hofmeister B, Hübler C et al. Temperature-compensated autoencoders with sequences of raw time-domain signals for damage detection and localization in active and passive SHM. Structural health monitoring. 2025 Nov 4;14759217251386293. Epub 2025 Nov 4. doi: 10.1177/14759217251386293
Abbassi A, Römgens N, Dörpinghaus A, Lomazzi L, Grießmann T, Rolfes R. A weighted correction of RAPID for precise damage localization in composites using guided waves and principal component analysis. in Proceedings of the 10th European Workshop on Structural Health Monitoring (EWSHM 2024). 2024 doi: 10.58286/29828
Abbassi A, Römgens N, Grießmann T, Rolfes R. Data Augmentation with Data-Based Simulation in Structural Health Monitoring Using Knowledge Embedded Generative Adversarial Network. 2024. Epub 2024. doi: 10.2139/ssrn.4687651
Lomazzi L, Pinello L, Abbassi A, Giglio M, Cadini F. Exploring transfer learning for improving ultrasonic guided wave-based damage localization. e-Journal of Nondestructive Testing. 2024 Jul 1;29(7). doi: 10.58286/29685
Römgens N, Abbassi A, Talahmeh M, Grießmann T, Rolfes R. Monitoring Fatigue of Grouted Connections Using Autoencoders and In-Situ Fiber Optical Sensors. in Proceedings of the 10th European Workshop on Structural Health Monitoring (EWSHM 2024). 2024 doi: 10.58286/29604
Römgens N, Abbassi A, Jonscher C, Grießmann T, Rolfes R. On using autoencoders with non-standardized time series data for damage localization. Engineering structures. 2024 Mär 15;303:117570. Epub 2024 Jan 28. doi: 10.1016/j.engstruct.2024.117570
Abbassi A, Römgens N, Grießmann T, Till J, Rolfes R. Enhancing the Reliability of Structural Health Monitoring for Bolted Joint Connections in Segmented Rotor Blades Using Data Fusion. in Farhangdoust S, Guemes A, Chang FK, Hrsg., Structural health monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability . DEStech Publications Inc. 2023. S. 1497-1504
Abbassi A, Römgens N, Tritschel FF, Penner N, Rolfes R. Evaluation of machine learning techniques for structural health monitoring using ultrasonic guided waves under varying temperature conditions. Structural health monitoring. 2023 Mär;22(2):1308-1325. Epub 2022 Jun 16. doi: 10.1177/14759217221107566
Römgens N, Abbassi A, Jonscher C, Grießmann T, Rolfes R. Unsupervised Damage Localization Using Autoencoders with Time-Series Data. in Limongelli MP, Giordano PF, Gentile C, Quqa S, Cigada A, Hrsg., Experimental Vibration Analysis for Civil Engineering Structures EVACES 2023 - Volume 2. Springer, Cham. 2023. S. 511-519. (Lecture Notes in Civil Engineering). Epub 2023 Aug 29. doi: 10.1007/978-3-031-39117-0_52
