Université de Neuchâtel

Distance-based kriging relying on proxy simulations for inverse conditioning

Ginsbourger, David ; Rosspopoff, Bastien ; Pirot, Guillaume ; Durrande, Nicolas ; Renard, Philippe

In: Advances in Water Resources, 2013, vol. 52, p. 275–291

Let us consider a large set of candidate parameter fields, such as hydraulic conductivity maps, on which we can run an accurate forward flow and transport simulation. We address the issue of rapidly identifying a subset of candidates whose response best match a reference response curve. In order to keep the number of calls to the accurate flow simulator computationally tractable, a recent...