1 citations · 1 across the 1 of their papers we have counts for
2 papers
stat.AP2019★ 1 cited
Computationally efficient surrogate-based optimization of coastal storm waves heights and run-ups
Theodoros Mathikolonis, Volker Roeber, Serge Guillas
Storm surges cause coastal inundations due to the setup of the water surface resulting from atmospheric pressure, surface winds and breaking waves. The latter is particularly diffi…
stat.CO2019
Surrogate-based Optimization using Mutual Information for Computer Experiments (optim-MICE)
Theodoros Mathikolonis, Serge Guillas
The computational burden of running a complex computer model can make optimization impractical. Gaussian Processes (GPs) are statistical surrogates (also known as emulators) that a…