Research output per year
Research output per year
Search results
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2024
Phase-resolved wave prediction with varying buoy positions in the field using machine learning-based methods
Chen, J., Hlophe, T., Gunawan, D., Taylor, P. H., Milne, I. A. & Zhao, W., 1 Sept 2024, In: Ocean Engineering. 307, 118107.Research output: Contribution to journal › Article › peer-review
Open Access -
Weakly Nonlinear Surface Wave Prediction Using a Data-Driven Method With the Help of Physical Understanding
Chen, J., Milne, I. A., Gunawan, D., Taylor, P. H. & Zhao, W., 1 Aug 2024, In: Journal of Offshore Mechanics and Arctic Engineering. 146, 4, 041201.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
2023
Comparison of physics-based and machine learning methods for phase-resolved prediction of waves measured in the field
Chen, J., Hlophe, T., Zhao, W., Milne, I., Gunawan, D., Kurniawan, A., Wolgamot, H., Taylor, P. & Orszaghova, J., 2 Sept 2023, Proceedings of the 15th European Wave and Tidal Energy Conference, Bilbao, 3-7 September 2023. Spain: European Wave and Tidal Energy Conference, p. 1-9 9 p.Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open AccessFile2 Citations (Scopus)90 Downloads (Pure) -
Forward prediction of surface wave elevations and motions of offshore floating structures using a data-driven model
Chen, J., Milne, I., Taylor, P. H., Gunawan, D. & Zhao, W., 1 Aug 2023, In: Ocean Engineering. 281, 114680.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus) -
Wave-by-wave prediction for spread seas using a machine learning model with physical understanding
Chen, J., Taylor, P. H., Milne, I. A., Gunawan, D. & Zhao, W., 1 Oct 2023, In: Ocean Engineering. 285, 115450.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus)