Vasileios Christelis

Pumping Optimization of Coastal Aquifers Assisted by Adaptive Metamodelling Methods and Radial Basis Functions

Vasileios Christelis, Aristotelis Mantoglou · Water Resources Management · 2016 · 71 citations

Radial Basis Functions, Hydrogeology, Coastal Engineering +8

Pumping Optimization of Coastal Aquifers Using Seawater Intrusion Models of Variable-Fidelity and Evolutionary Algorithms

Vasileios Christelis, Aristotelis Mantoglou · Water Resources Management · 2018 · 43 citations

Differential Evolution, Hydrogeology, Engineering +6

Assessment of drought impacts on semi-arid coastal aquifers of the Mediterranean

George Kopsiaftis, Dimitris Tigkas, Vasileios Christelis et al. · Journal of Arid Environments · 2016 · 38 citations

Hydrogeology, Engineering, Drought +9

Surrogate-based pumping optimization of coastal aquifers under limited computational budgets

Vasileios Christelis, Rommel G. Regis, Aristotelis Mantoglou · Journal of Hydroinformatics · 2017 · 33 citations · Full text

Mathematical Programming, Numerical Analysis, Limited Computational Budgets +15

Performance comparison of multiple and single surrogate models for pumping optimization of coastal aquifers

Vasileios Christelis, George Kopsiaftis, Aristotelis Mantoglou · Hydrological Sciences Journal · 2019 · 33 citations

Differential Evolution, Large-scale Global Optimization, Engineering +15