Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural network models G Kourakos, A Mantoglou Advances in Water Resources 32 (4), 507-521, 2009 | 194 | 2009 |
A hybrid machine learning model to predict and visualize nitrate concentration throughout the Central Valley aquifer, California, USA KM Ransom, BT Nolan, JA Traum, CC Faunt, AM Bell, JAM Gronberg, ... Science of The Total Environment 601, 1160-1172, 2017 | 154 | 2017 |
Development of a multi-objective optimization algorithm using surrogate models for coastal aquifer management G Kourakos, A Mantoglou Journal of Hydrology 479, 13-23, 2013 | 117 | 2013 |
Agriculture’s Contribution to Nitrate Contamination of Californian Groundwater (1945–2005) TS Rosenstock, D Liptzin, K Dzurella, A Fryjoff-Hung, A Hollander, ... Journal of Environmental Quality 43 (3), 895-907, 2014 | 95 | 2014 |
Optimal groundwater remediation under uncertainty using multi-objective optimization A Mantoglou, G Kourakos Water resources management 21 (5), 835-847, 2007 | 87 | 2007 |
Increasing Groundwater Availability and Seasonal Base Flow Through Agricultural Managed Aquifer Recharge in an Irrigated Basin G Kourakos, HE Dahlke, T Harter Water Resources Research 55 (9), 7464-7492, 2019 | 86 | 2019 |
A groundwater nonpoint source pollution modeling framework to evaluate long-term dynamics of pollutant exceedance probabilities in wells and other discharge locations G Kourakos, F Klein, A Cortis, T Harter Water Resources Research 48 (null), W00L13, 2012 | 83 | 2012 |
Simulation and multi-objective management of coastal aquifers in semi-arid regions G Kourakos, A Mantoglou Water resources management 25 (4), 1063-1074, 2011 | 81 | 2011 |
Nitrogen sources and loading to groundwater JH Viers, D Liptzin, TS Rosenstock, WB Jensen, AD Hollander, A McNally, ... Assessing nitrate in California’s drinking water center for watershed …, 2012 | 49 | 2012 |
Nitrogen Fertilizer Loading to Groundwater in the Central Valley, Final Report to the Fertilizer Research Education Program Projects 11-0301 and 15-0454 T Harter, K Dzurella, G Kourakos, A Hollander, A Bell, N Santos, Q Hart, ... Tech. rep., California Department of Food and Agriculture and University of …, 2017 | 38* | 2017 |
Vectorized simulation of groundwater flow and streamline transport G Kourakos, T Harter Environmental Modelling & Software 52, 207-221, 2014 | 29 | 2014 |
A Bayesian Approach to Infer Nitrogen Loading Rates from Crop and Landuse Types Surrounding Private Wells in the Central Valley, California KM Ransom, AM Bell, QE Barber, G Kourakos, T Harter Hydrol. Earth Syst. Sci. Discuss. 2017, 2017 | 26 | 2017 |
Remediation of heterogeneous aquifers based on multiobjective optimization and adaptive determination of critical realizations G Kourakos, A Mantoglou Water Resources Research 44 (12), W12408, 2008 | 25 | 2008 |
Parallel simulation of groundwater non-point source pollution using algebraic multigrid preconditioners G Kourakos, T Harter Computational Geosciences 18 (5), 851-867, 2014 | 23 | 2014 |
An efficient simulation-optimization coupling for management of coastal aquifers G Kourakos, A Mantoglou Hydrogeology Journal 23 (6), 1167-1179, 2015 | 22 | 2015 |
Preface: Optimization for groundwater characterization and management B Datta, G Kourakos Hydrogeology Journal 23, 1043-1049, 2015 | 21 | 2015 |
Inverse groundwater modeling with emphasis on model parameterization G Kourakos, A Mantoglou Water Resources Research 48 (5), W05540, 2012 | 15 | 2012 |
A pumping optimization of coastal aquifers using 3-d density models and approximations with neural networks G Kourakos, A Mantoglou XVI international conference on computational methods in water resources …, 2006 | 9 | 2006 |
Modeling the rainfall-runoff process using neural networks with emphasis on optimization of network configuration using genetic algorithms A Mantoglou, G Kourakos Proc. of Inter. Conf., W. Res. Mgmt. in the ERA of Transition, Euro Wat Res …, 2002 | 9 | 2002 |
Optimizing Managed Aquifer Recharge Locations in California's Central Valley Using an Evolutionary Multi‐Objective Genetic Algorithm Coupled With a Hydrological Simulation Model G Kourakos, G Brunetti, DP Bigelow, S Wallander, HE Dahlke Water Resources Research 59 (5), e2022WR034129, 2023 | 7 | 2023 |