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Han Qian

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

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Generative AI based Augmentation for Offshore Jacket Design: An Integrated Approach for Mixed Tabular Data Generation under Data Scarcity and Imbalance

Number of pages: 30 Posted: 23 Jan 2024 Last Revised: 12 Jul 2025
Emmanouil Panagiotou, Han Qian, Steffen Marx and Eirini Ntoutsi
Free University of Berlin (FUB) - Department of Mathematics and Computer Science, affiliation not provided to SSRN, Dresden University of Technology - Institute of Concrete Structures and Bundeswehr University Munich
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Artificial Intelligence, Generative AI, Machine Learning, Multi-objective optimization, Mixed Tabular Data, Data Scarcity, Data Imbalance, Offshore Wind Turbines, Industrial Design, Offshore Jacket Substructure