47 citations · 56 across the 2 of their papers we have counts for
2 papers
stat.ME2019★ 9 cited
Accelerating Bayesian inference in hydrological modeling with a mechanistic emulator
David Machac, Peter Reichert, Jörg Rieckermann +2
As in many fields of dynamic modeling, the long runtime of hydrological models hinders Bayesian inference of model parameters from data. By replacing a model with an approximation…
stat.ME2016★ 47 cited
Appraisal of data-driven and mechanistic emulators of nonlinear hydrodynamic urban drainage simulators
Juan Pablo Carbajal, João Paulo Leitão, Carlo Albert +1
Many model based scientific and engineering methodologies, such as system identification, sensitivity analysis, optimization and control, require a large number of model evaluation…