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David Gunawan
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Proceedings Papers

An Attention-Based Deep Learning Model for Phase-Resolved Wave Prediction

Jialun Chen, David Gunawan, Wenhua Zhao, Paul H. Taylor, Yunzhuo Chen, Ian A. Milne
Proc. ASME. OMAE2024, Volume 5B: Ocean Engineering, V05BT06A078, June 9–14, 2024
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2024-127605
https://doi.org/10.1115/OMAE2024-127605
View Paper titled, An Attention-Based Deep Learning Model for Phase-Resolved Wave Prediction
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Topics: Deep learning, Waves
Journal Articles

An Attention-Based Deep Learning Model for Phase-Resolved Wave Prediction

Jialun Chen, David Gunawan, Paul H. Taylor, Yunzhuo Chen, Ian A. Milne, Wenhua Zhao
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. April 2025, 147(2): 022002.
Paper No: OMAE-24-1019
https://doi.org/10.1115/1.4065969
Published Online: August 6, 2024
View Article titled, An Attention-Based Deep Learning Model for Phase-Resolved Wave Prediction
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Topics: Artificial neural networks, Buoys, Waves, Errors, Neural network models
Journal Articles

Weakly Nonlinear Surface Wave Prediction Using a Data-Driven Method With the Help of Physical Understanding

Jialun Chen, Ian A. Milne, David Gunawan, Paul H. Taylor, Wenhua Zhao
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. August 2024, 146(4): 041201.
Paper No: OMAE-23-1081
https://doi.org/10.1115/1.4064109
Published Online: December 11, 2023
View Article titled, Weakly Nonlinear Surface Wave Prediction Using a Data-Driven Method With the Help of Physical Understanding
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Topics: Artificial neural networks, Nonlinear waves, Waves, Surface waves (Fluid), Seas, Errors
Proceedings Papers

Weakly Nonlinear Surface Wave Prediction Using a Data-Driven Method With the Help of Physical Understanding

Jialun Chen, Wenhua Zhao, Ian A. Mline, David Gunawan, Paul H. Taylor
Proc. ASME. OMAE2023, Volume 1: Offshore Technology, V001T01A015, June 11–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2023-102780
https://doi.org/10.1115/OMAE2023-102780
View Paper titled, Weakly Nonlinear Surface Wave Prediction Using a Data-Driven Method With the Help of Physical Understanding
Open the PDF for Weakly Nonlinear Surface Wave Prediction Using a Data-Driven Method With the Help of Physical Understanding in another window
Topics: Artificial neural networks, Nonlinear waves, Surface waves (Fluid), Waves, Decision making, Floating wind turbines, Machine learning, Ocean engineering, Physics, Safety