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Journal Articles

Physics-Informed Neural Networks for Prediction of a Flow-Induced Vibration Cylinder

Guang Yin, Marek Jan Janocha, Muk Chen Ong
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. December 2024, 146(6): 061203.
Paper No: OMAE-24-1021
https://doi.org/10.1115/1.4066117
Published Online: August 20, 2024
View Article titled, Physics-Informed Neural Networks for Prediction of a Flow-Induced Vibration Cylinder
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Topics: Cylinders, Flow (Dynamics), Flow-induced vibrations, Artificial neural networks, Physics, Trains, Simulation results
Journal Articles

A Physics-Informed Neural Operator for the Simulation of Surface Waves

Marlon S. Mathias, Caio F. D. Netto, Felipe M. Moreno, Jefferson F. Coelho, Lucas P. de Freitas, Marcel R. de Barros, Pedro C. de Mello, Marcelo Dottori, Fábio G. Cozman, Anna H. R. Costa, Alberto C. Nogueira Junior, Edson S. Gomi, Eduardo A. Tannuri
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. December 2024, 146(6): 061201.
Paper No: OMAE-23-1099
https://doi.org/10.1115/1.4064676
Published Online: February 26, 2024
View Article titled, A Physics-Informed Neural Operator for the Simulation of Surface Waves
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Topics: Artificial neural networks, Boundary-value problems, Errors, Physics, Rotation, Simulation, Surface waves (Fluid), Water, Waves, Dimensions
Journal Articles

Data Informed Model Test Design With Machine Learning–An Example in Nonlinear Wave Load on a Vertical Cylinder

Tianning Tang, Haoyu Ding, Saishuai Dai, Xi Chen, Paul H. Taylor, Jun Zang, Thomas A. A. Adcock
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. April 2024, 146(2): 021204.
Paper No: OMAE-23-1080
https://doi.org/10.1115/1.4063942
Published Online: December 11, 2023
View Article titled, Data Informed Model Test Design With Machine Learning–An Example in Nonlinear Wave Load on a Vertical Cylinder
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Topics: Cylinders, Design, Machine learning, Nonlinear waves, Seas, Stress, Waves, Experimental design, Ocean engineering, Water
Journal Articles

A Multi-Layer Perceptron With a Hierarchical Prior for Operating State Recognition of Ship Propulsion Systems

Dongdong Zhang
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Offshore Mech. Arct. Eng. December 2020, 142(6): 064501.
Paper No: OMAE-19-1068
https://doi.org/10.1115/1.4047198
Published Online: June 2, 2020
View Article titled, A Multi-Layer Perceptron With a Hierarchical Prior for Operating State Recognition of Ship Propulsion Systems
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Topics: Multilayer perceptron, Propulsion systems, Ships, Vibration analysis, Vibration, Gas turbines, Propulsion, Physics
Journal Articles

Comparative Assessment of Hydrodynamic Models in Slow-Motion Mooring Dynamics

João Paulo J. Matsuura, Kazuo Nishimoto, Michael M. Bernitsas, Luis O. Garza-Rios
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Technical Papers
J. Offshore Mech. Arct. Eng. May 2000, 122(2): 109–117.
https://doi.org/10.1115/1.533732
Published Online: September 10, 1999
View Article titled, Comparative Assessment of Hydrodynamic Models in Slow-Motion Mooring Dynamics
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Topics: Bifurcation, Mooring, Stability, Dynamics (Mechanics), Equilibrium (Physics), Simulation, Physics, Vessels, Fluid-dynamic forces, Modeling
Journal Articles

Influence of the Surface Liquid Film on Cylinder Icing Under Marine Conditions

E. P. Lozowski, A. M. Kobos, L. G. Kachurin
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. May 1996, 118(2): 158–164.
https://doi.org/10.1115/1.2828826
Published Online: May 1, 1996
View Article titled, Influence of the Surface Liquid Film on Cylinder Icing Under Marine Conditions
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Topics: Cylinders, Liquid films, Flux (Metallurgy), Sprays, Temperature, Dynamics (Mechanics), Heat transfer coefficients, Ice, Physics, Shear stress