A review of surrogate models and their application to groundwater modeling
Top Cited Papers
Open Access
- 27 July 2015
- journal article
- review article
- Published by American Geophysical Union (AGU) in Water Resources Research
- Vol. 51 (8), 5957-5973
- https://doi.org/10.1002/2015wr016967
Abstract
No abstract availableKeywords
Funding Information
- Commonwealth Scientific and Industrial Research Organisation
This publication has 115 references indexed in Scilit:
- Mode decomposition methods for flows in high-contrast porous media. Global–local approachJournal of Computational Physics, 2013
- Review of surrogate modeling in water resourcesWater Resources Research, 2012
- Effects of model resolution on optimal design of subsurface flow and transport problemsAdvances in Water Resources, 2012
- Evaluation of MODFLOW‐LGR in Connection with a Synthetic Regional‐Scale ModelGroundwater, 2011
- A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquiferJournal of Hydrology, 2011
- Integrating a calibrated groundwater flow model with error-correcting data-driven models to improve predictionsJournal of Hydrology, 2009
- Bayesian analysis of computer code outputs: A tutorialReliability Engineering & System Safety, 2006
- Metamodelling: Theory, concepts and application to nitrate leaching modellingEcological Modelling, 2006
- Upscaling hydraulic conductivities in heterogeneous media: An overviewJournal of Hydrology, 1996
- AQUATOOL, a generalized decision-support system for water-resources planning and operational managementJournal of Hydrology, 1996