..., including the role of mode number shifting, mode dominance and travelling waves in the regulation of VIV response amplitude. flexible cylinder physics-constrained machine learning feature selection Proceedings of the ASME 2021 40th International Conference on Ocean, Offshore and Arctic...

... a prediction error of 12%. The objective was then to determine the minimum number of input parameters that would yield approximately the same level of prediction accuracy as the baseline prediction. Feature selection techniques including both forward greedy feature selection and combinatorial search were...