Han Qian

Research Associate

Mr Han Qian M.Sc.

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Visiting address:

BEY Beyer-Bau, Floor 0, Room E 03 George-Bähr-Str. 1

01069 Dresden

9 Entries

Data-driven Design for Offshore Jacket Substructures through Synthetic Data AugmentationQian, H., Chen, S. & Marx, S., 3 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. 9 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Generative AI-augmented offshore jacket design: Integrated approach for mixed tabular data generation under scarcity and imbalancePanagiotou, E., Qian, H., Marx, S. & Ntoutsi, E., 2 Jun 2025, In: Automation in Construction. 177, 106287Electronic (full-text) versionResearch output: Contribution to journal > Research article

Datengestützter Assistent für den Entwurf von Offshore-Jacket-SubstrukturenQian, H., Bartels, J., Peng, M. & Marx, S., 24 Jul 2024, In: Bautechnik. 101, p. 582-592, 11 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
Conceptual Design of Offshore Jacket Substructures Using Machine LearningQian, H., Bartels, J. & Marx, S., Jun 2024, TORQUE 2024. 8 ed., Vol. 2767Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
A novel dataset and feature selection for data-driven conceptual design of offshore jacket substructuresQian, H., Panagiotou, E., Peng, M., Ntoutsi, E., Kang, C. & Marx, S., 6 Apr 2024, In: Ocean engineering. 303 (2024), 18 p., 117679Electronic (full-text) versionResearch output: Contribution to journal > Research article

Data-Based Conceptual Design of Offshore Jackets Using a Self-Developed DatabaseQian, H., Panagiotou, E., Marx, S. & Ntoutsi, E., 19 Jun 2023, p. 1059 - 1066, 8 p.Electronic (full-text) versionResearch output: Contribution to conferences > Paper
Explainable AI-based generation of offshore substructure designsPanagiotou, E., Qian, H., Wynants, M., Kriese, A., Marx, S. & Ntoutsi, E., 2023, Proceedings of the 33rd International Ocean and Polar Engineering Conference, 2023. Chung, J. S., Wan, D., Yamaguchi, S., Yan, S., Buzin, I., Kawai, H., Liu, H., Kubat, I., Peng, B., Reza, A., Sriram, V. & Van, S. H. (eds.). International Society of Offshore and Polar Engineers, p. 286-292, 7 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution

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