5 citations · 5 across the 2 of their papers we have counts for
3 papers
physics.flu-dyn2021
Prediction of Intermittent Fluctuations from Surface Pressure Measurements on a Turbulent Airfoil
Samuel H. Rudy, Themistoklis P. Sapsis
This work studies the effectiveness of several machine learning techniques for predicting extreme events occurring in the flow around an airfoil at low Reynolds. For certain Reynol…
physics.flu-dyn2021★ 5 cited
Learning Optimal Parametric Hydrodynamic Database for Vortex-Induced Crossflow Vibration Prediction
Samuel Rudy, Dixia Fan, Jose del Aguila Ferrandis +2
The Vortex-induced vibration (VIV) prediction of long flexible cylindrical structures relies on the accuracy of the hydrodynamic database constructed via rigid cylinder forced vibr…
stat.ML2020
Sparse Methods for Automatic Relevance Determination
Samuel H. Rudy, Themistoklis P. Sapsis
This work considers methods for imposing sparsity in Bayesian regression with applications in nonlinear system identification. We first review automatic relevance determination (AR…