Gaussian Process Regression Tuned by Bayesian Optimization for Seawater Intrusion Prediction
Doulamis, Nikolaos, Voulodimos, Athanasios, Protopapadakis, Eftychios, Kopsiaftis, George, Mantoglou, Aristotelis
Published in Computational intelligence and neuroscience (01.01.2019)
Published in Computational intelligence and neuroscience (01.01.2019)
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Journal Article
Performance comparison of physics-based and machine learning assisted multi-fidelity methods for the management of coastal aquifer systems
Kopsiaftis, George, Kaselimi, Maria, Protopapadakis, Eftychios, Voulodimos, Athanasios, Doulamis, Anastasios, Doulamis, Nikolaos, Mantoglou, Aristotelis
Published in Frontiers in water (30.06.2023)
Published in Frontiers in water (30.06.2023)
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Journal Article
An adaptive multi-fidelity optimization framework based on co-Kriging surrogate models and stochastic sampling with application to coastal aquifer management
Christelis, Vasileios, Kopsiaftis, George, Regis, Rommel G., Mantoglou, Aristotelis
Published in Advances in water resources (01.10.2023)
Published in Advances in water resources (01.10.2023)
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Journal Article
Simulation and Multi-Objective Management of Coastal Aquifers in Semi-Arid Regions
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Journal Article
Conference Proceeding
Surrogate-based pumping optimization of coastal aquifers under limited computational budgets
Christelis, Vasileios, Regis, Rommel G., Mantoglou, Aristotelis
Published in Journal of hydroinformatics (01.01.2018)
Published in Journal of hydroinformatics (01.01.2018)
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Journal Article
Optimal design of pumping networks in coastal aquifers using sharp interface models
Mantoglou, Aristotelis, Papantoniou, Maria
Published in Journal of hydrology (Amsterdam) (30.10.2008)
Published in Journal of hydrology (Amsterdam) (30.10.2008)
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Journal Article