Publications

Jonas Richter, Maximilian Peter Dammann, Maximilian Kluge, Bernhard Saske, S. Arndt, Andreas Hornig, Kristin Paetzold-Byhain, and Niels Modler. Digitalized composite material and product development – strategies and methods for multiscale experimental-numerical validation processes using PLM and MBSE approaches. ECCM21 - Proceedings of the 21st European Conference on Composite Materials, (3):1576--1583, European Society for Composite Materials (ESCM), Jul 2, 2024. [PUMA: FIS_scads topic_engineering zno] URL

Johannes Gerritzen, Andreas Hornig, and Maik Gude. Graph based process models as basis for efficient data driven surrogates - Expediting the material development process. engrXiv : engineering archive, Open Engineering Inc., Nov 16, 2024. [PUMA: FIS_scads topic_engineering zno]

Moritz Kuhtz, Johannes Gerritzen, Jens Wiegand, Andreas Hornig, and Maik Gude. Modelling delamination in fibre-reinforced composites subjected to through-thickness compression by an adapted cohesive law. 14th European LS-DYNA Users Conference, DYNAmore GmbH, October 2023. [PUMA: FIS_scads imported nopdf topic_engineering] URL

B. Gröger, J. Gerritzen, A. Hornig, and M. Gude. Developing a numerical modelling strategy for metallic pin pressing processes in fibre reinforced thermoplastics to investigate fibre rearrangement mechanisms during joining. Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, (238)12:2286--2298, SAGE Publications, Nov 15, 2024. [PUMA: FIS_scads nopdf topic_engineering]

Giampiero Gallo, Ostap Okhrin, and Giuseppe Storti. Dynamic tail risk forecasting: what do realized skewness and kurtosis add?. Sep 20, 2024. [PUMA: FIS_scads topic_engineering yaff]

Dianzhao Li, and Ostap Okhrin. Vision-Based DRL Autonomous Driving Agent with Sim2Real Transfer. 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023, 866--873, Institute of Electrical and Electronics Engineers Inc., United States of America, 2023. [PUMA: FIS_scads imported topic_engineering zno] URL

Christian Genest, Ostap Okhrin, and Taras Bodnar. Preface to the Special Issue “Copula modeling from Abe Sklar to the present day”. Journal of Multivariate Analysis, (201)Academic Press Inc., May 2024. [PUMA: FIS_scads imported nopdf topic_engineering]

Christian Genest, Ostap Okhrin, and Taras Bodnar. Copula modeling from Abe Sklar to the present day. Journal of Multivariate Analysis, (201)Academic Press Inc., May 2024. [PUMA: FIS_scads topic_engineering yaff]

Niklas Paulig, and Ostap Okhrin. An open-source framework for data-driven trajectory extraction from AIS data—The α-method. Ocean engineering, (312)Elsevier Science B.V., Nov 15, 2024. [PUMA: FIS_scads topic_engineering yaff]

Gong Chen, Hartmut Fricke, Ostap Okhrin, and Judith Rosenow. Flight delay propagation inference in air transport networks using the multilayer perceptron. Journal of air transport management, (114)Elsevier, Oxford u.a., January 2024. [PUMA: FIS_scads topic_engineering yaff]

Niklas Paulig, and Ostap Okhrin. Robust path following on rivers using bootstrapped reinforcement learning. Ocean engineering, (298)Elsevier Science B.V., Apr 15, 2024. [PUMA: FIS_scads topic_engineering yaff]

Jing Zou, Martin Odening, and Ostap Okhrin. Plant growth stages and weather index insurance design. Annals of actuarial science, (17)3:438--458, Cambridge University Press, Nov 3, 2023. [PUMA: FIS_scads topic_engineering yaff]

Martin Waltz, and Ostap Okhrin. Addressing maximization bias in reinforcement learning with two-sample testing. Artificial intelligence, (336)Elsevier Science B.V., November 2024. [PUMA: FIS_scads topic_engineering yaff]

Dianzhao Li, Paul Auerbach, and Ostap Okhrin. Towards Autonomous Driving with Small-Scale Cars: A Survey of Recent Development. Apr 9, 2024. [PUMA: FIS_scads topic_engineering xack]

Mihir Mandar Kulkarni, Ankit Anil Chaudhari, Karthik K. Srinivasan, Bhargava Rama Chilukuri, Martin Treiber, and Ostap Okhrin. Leader-Follower Identification with Vehicle-Following Calibration for Non-Lane-Based Traffic. May 17, 2024. [PUMA: FIS_scads nopdf topic_engineering]

Jing Zou, Martin Odening, and Ostap Okhrin. Data-driven determination of plant growth stages for improved weather index insurance design. Agricultural Finance Review, Emerald Group Publishing, Bingley, 2024. [PUMA: FIS_scads topic_engineering xack yaff]

Fabian Hart, Ostap Okhrin, and Martin Treiber. Vessel-following model for inland waterways based on deep reinforcement learning. Ocean engineering, (281)Elsevier Science B.V., August 2023. [PUMA: FIS_scads imported topic_engineering yaff]

Martin Waltz, and Ostap Okhrin. Spatial–temporal recurrent reinforcement learning for autonomous ships. Neural Networks, (2023)165:634--653, Elsevier Science B.V., Jun 15, 2023. [PUMA: FIS_scads topic_engineering yaff]

Ostap Okhrin, and Alexander Ristig. Penalized estimation of hierarchical Archimedean copula. Journal of Multivariate Analysis, (201)Academic Press Inc., 2023. [PUMA: FIS_scads topic_engineering yaff]

Haozhe Jiang, Ostap Okhrin, and Michael Rockinger. Artificial neural network small-sample-bias-corrections of the AR(1) parameter close to unit root. Statistica Neerlandica, Wiley-Blackwell, Oxford u. a., Jul 31, 2024. [PUMA: FIS_scads nopdf topic_engineering]