77 citations · 77 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 77 cited
Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation
Fanny Lehmann, Filippo Gatti, Michaël Bertin +1
With the recent rise of neural operators, scientific machine learning offers new solutions to quantify uncertainties associated with high-fidelity numerical simulations. Traditiona…
cs.CE2023
A variance reduction strategy for numerical random homogenization based on the equivalent inclusion method
Sebastien Brisard, Michael Bertin, Frederic Legoll
Using the equivalent inclusion method (a method strongly related to the Hashin-Shtrikman variational principle) as a surrogate model, we propose a variance reduction strategy for t…