From Data to Assessment Models, Demonstrated through a Digital Twin of Marine Risers

From Data to Assessment Models, Demonstrated through a Digital Twin of Marine Risers

<jats:title>Abstract</jats:title> <jats:p>Assessing the fatigue damage in marine risers due to vortex-induced vibrations (VIV) serves as a comprehensive example of using machine learning methods to derive assessment models of complex systems. A complete characteriza...

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Bibliographic Details
Main Authors: Kharazmi, Ehsan, Wang, Zhicheng, Fan, Dixia, Rudy, Samuel, Sapsis, Themis, Triantafyllou, Michael S, Karniadakis, George E
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering
Format: Article
Language:English
Published: Society of Petroleum Engineers (SPE) 2022
Online Access:https://hdl.handle.net/1721.1/141406

Internet

https://hdl.handle.net/1721.1/141406

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