George Kourakos

A hybrid machine learning model to predict and visualize nitrate concentration throughout the Central Valley aquifer, California, USA

Katherine M. Ransom, Bernard T. Nolan, Jonathan A. Traum et al. · The Science of The Total Environment · 2017 · 190 citations · Full text

Natural Resources, Earth Sciences, Water Resources Management +17

Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural network models

George Kourakos, Aristotelis Mantoglou · Advances in Water Resources · 2009 · 163 citations · Full text

Engineering, Civil Engineering, Water Resources Management +16

Increasing Groundwater Availability and Seasonal Base Flow Through Agricultural Managed Aquifer Recharge in an Irrigated Basin

George Kourakos, Helen E. Dahlke, Thomas Harter · Water Resources Research · 2019 · 99 citations · Full text

Natural Resources, Hydrology, Water Resources Management +17

Development of a multi-objective optimization algorithm using surrogate models for coastal aquifer management

George Kourakos, Aristotelis Mantoglou · Journal of Hydrology · 2012 · 98 citations

Architecture, Environmental Engineering, Water Resources Management +16

A groundwater nonpoint source pollution modeling framework to evaluate long‐term dynamics of pollutant exceedance probabilities in wells and other discharge locations

George Kourakos, F. Klein, A. Cortis et al. · Water Resources Research · 2012 · 72 citations

Natural Sciences, Earth Sciences, Water Resources Management +17