| Artificial neural network (ANN) based modeling for karstic groundwater level simulation IC Trichakis, IK Nikolos, GP Karatzas Water Resources Management 25 (4), 1143-1152, 2011 | 72 | 2011 |
| A spatio-temporal hybrid neural network-Kriging model for groundwater level simulation E Tapoglou, GP Karatzas, IC Trichakis, EA Varouchakis Journal of hydrology 519, 3193-3203, 2014 | 57 | 2014 |
| Optimal selection of artificial neural network parameters for the prediction of a karstic aquifer's response IC Trichakis, IK Nikolos, GP Karatzas Hydrological Processes: An International Journal 23 (20), 2956-2969, 2009 | 53 | 2009 |
| Modeling the saltwater intrusion phenomenon in coastal aquifers–A case study in the industrial zone of Herakleio in Crete MA Papadopoulou, GP Karatzas, MA Koukadaki, Y Trichakis Global NEST J 7 (2), 197-203, 2005 | 51 | 2005 |
| Groundwater-level forecasting under climate change scenarios using an artificial neural network trained with particle swarm optimization E Tapoglou, IC Trichakis, Z Dokou, IK Nikolos, GP Karatzas Hydrological Sciences Journal 59 (6), 1225-1239, 2014 | 32 | 2014 |
| Comparison of bootstrap confidence intervals for an ANN model of a karstic aquifer response I Trichakis, I Nikolos, GP Karatzas Hydrological Processes 25 (18), 2827-2836, 2011 | 20 | 2011 |
| Towards a pan-European integrated groundwater and surface water model: development and applications I Trichakis, P Burek, A De Roo, A Pistocchi Environmental Processes 4 (1), 81-93, 2017 | 7 | 2017 |
| Hydraulic head uncertainty estimations of a complex artificial intelligence model using multiple methodologies E Tapoglou, EA Varouchakis, IC Trichakis, GP Karatzas Journal of Hydroinformatics 22 (1), 205-218, 2020 | 5 | 2020 |
| Large scale hydro-economic modelling for policy support A de Roo, P Burek, F Bouraoui, A Reynaud, A Udias, A Pistocchi, ... EGU General Assembly Conference Abstracts, 2951, 2014 | 5 | 2014 |
| Groundwater level forecasting using an artificial neural network trained with particle swarm optimization E Tapoglou, IC Trichakis, Z Dokou, GP Karatzas Proc. Geophysical Research, 2012 | 2 | 2012 |
| Large-scale Groundwater Simulation using Artificial Neural Networks in the Danube River Basin I Landros, I Trichakis, E Varouchakis, GP Karatzas EGU General Assembly Conference Abstracts, 8212, 2020 | | 2020 |
| Blending satellite and ground precipitation observations using geostatistics and machine learning. GP Karatzas, E Varouchakis, I Trichakis, A Kamińska-Chuchmała Geophysical Research Abstracts 21, 2019 | | 2019 |
| Values and Preferences for Domestic Water Use: A Study from the Transboundary River Basin of Mékrou (West Africa) V Markantonis, C Dondeynaz, D Latinopoulos, K Bithas, I Trichakis, ... Water 10 (9), 1232, 2018 | | 2018 |
| Inferring Aquifer Transmissivity from River Flow Data I Trichakis, A Pistocchi EGU General Assembly Conference Abstracts, EPSC2016-15562, 2016 | | 2016 |
| Uncertainty analysis of a combined Artificial Neural Network-Fuzzy logic-Kriging system for spatial and temporal simulation of Hydraulic Head. E Tapoglou, GP Karatzas, IC Trichakis, EA Varouchakis EGU General Assembly Conference Abstracts, 407, 2015 | | 2015 |
| Temporal and Spatial prediction of groundwater levels using Artificial Neural Networks, Fuzzy logic and Kriging interpolation. E Tapoglou, GP Karatzas, IC Trichakis, EA Varouchakis EGU General Assembly Conference Abstracts, 773, 2014 | | 2014 |
| Flow Forecasting via Artificial Neural Networks-A Study for Input Variables conditioned on atmospheric circulation D Panagoulia, I Trichakis, GJ Tsekouras EGU General Assembly Conference Abstracts, 4662, 2012 | | 2012 |
| On the thresholds in modeling of high flows via artificial neural networks-A bootstrapping analysis D Panagoulia, I Trichakis EGU General Assembly Conference Abstracts, 4653, 2012 | | 2012 |
| Quantification of artificial neural network uncertainty with bootstrap percentile intervals for the prediction of a karstic aquifer¢s response IC Trichakis, GP Karatzas, IK Nikolos | | 2010 |
| On the Use of Random-Walk Based Training Algorithms for Neural Networks Applied in Environmental Modeling IC Trichakis, IK Nikolos, GP Karatzas XVIII International Conference on Computational Methods in Water Resources …, 2010 | | 2010 |
George P. KaratzasProfessor, School of Environmental Engineering, Technical University of Crete, GreeceVerified email at mred.tuc.gr
