12 citations · 12 across the 2 of their papers we have counts for
2 papers
stat.AP2022★ 12 cited
Probabilistic surrogate modeling of offshore wind-turbine loads with chained Gaussian processes
Deepali Singh, Richard P. Dwight, Kasper Laugesen +2
Heteroscedastic Gaussian process regression, based on the concept of chained Gaussian processes, is used to build surrogates to predict site-specific loads on an offshore wind turb…
physics.flu-dyn2020
Data-driven RANS closures for wind turbine wakes under neutral conditions
Julia Steiner, Richard P. Dwight, Axelle Viré
The state-of-the-art in wind-farm flow-physics modeling is Large Eddy Simulation (LES) which makes accurate predictions of most relevant physics, but requires extensive computation…