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Keywords: machine learning
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Journal Articles
Article Type: Technical Briefs
J. Offshore Mech. Arct. Eng. December 2022, 144(6): 060903.
Paper No: OMAE-21-1158
Published Online: September 14, 2022
...J. P. Panda; H. V. Warrior Computationally efficient and accurate simulations of the flow over axisymmetric bodies of revolution (ABR) have been an important desideratum for engineering design. In this article, the flow field over an ABR is predicted using machine learning (ML) algorithms (e.g...
Journal Articles
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. October 2021, 143(5): 051701.
Paper No: OMAE-20-1106
Published Online: February 12, 2021
...Yu Ma; Paul D. Sclavounos Data-driven modeling is considered as a prospective approach for many conventional physical problems including ocean applications. Among various machine learning techniques, support vector machine stands out as one of the most widely used algorithms to establish models...