A hyperparameters selection technique for support vector regression models P Tsirikoglou, S Abraham, F Contino, C Lacor, G Ghorbaniasl Applied Soft Computing 61, 139-148, 2017 | 53 | 2017 |
Nature-inspired computation and swarm intelligence: Algorithms, theory and applications XS Yang Academic Press, 2020 | 42 | 2020 |
Robust operational optimization of a typical micro gas turbine W De Paepe, D Coppitters, S Abraham, P Tsirikoglou, G Ghorbaniasl, ... Energy Procedia 158, 5795-5803, 2019 | 27 | 2019 |
Spectral representation of stochastic field data using sparse polynomial chaos expansions S Abraham, P Tsirikoglou, J Miranda, C Lacor, F Contino, G Ghorbaniasl Journal of Computational Physics 367, 109-120, 2018 | 22 | 2018 |
RHEIA: Robust design optimization of renewable Hydrogen and dErIved energy cArrier systems D Coppitters, P Tsirikoglou, W De Paepe, K Kyprianidis, A Kalfas, ... Journal of Open Source Software 7 (75), 4370, 2022 | 17 | 2022 |
Thermal management system considerations for a hybrid-electric commuter aircraft VG Gkoutzamanis, SE Tsentis, OS Valsamis Mylonas, AI Kalfas, ... Journal of thermophysics and heat transfer 36 (3), 650-666, 2022 | 16 | 2022 |
Comparison of metaheuristics algorithms on robust design optimization of a plain-fin-tube heat exchanger P Tsirikoglou, S Abraham, F Contino, Ö Bağci, J Vierendeels, ... 18th AIAA/ISSMO multidisciplinary analysis and optimization conference, 3827, 2017 | 12 | 2017 |
Operational optimization of a typical micro gas turbine W De Paepe, S Abraham, P Tsirikoglou, F Contino, A Parente, ... Energy Procedia 142, 1653-1660, 2017 | 10 | 2017 |
A CFD-based methodology for aerodynamic-aeroacoustic shape optimization of airfoils N Ricks, P Tsirikoglou, F Contino, G Ghorbaniasl AIAA scitech 2020 forum, 1729, 2020 | 9 | 2020 |
Recuperator performance assessment in humidified micro gas turbine applications using experimental data extended with preliminary support vector regression model analysis W De Paepe, A Pappa, D Coppitters, M Montero Carrero, P Tsirikoglou, ... Journal of Engineering for Gas Turbines and Power 143 (7), 071030, 2021 | 7 | 2021 |
Uncertainty quantification in industrial turbo-machinery design using sparse polynomial chaos expansions S Abraham, P Tsirikoglou, C Lacor, G Ghorbaniasl, D Wunsch, C Hirsch, ... 2018 Multidisciplinary Analysis and Optimization Conference, 3103, 2018 | 5 | 2018 |
Evaluation of pressure and species concentration measurement using uncertainty propagation G Stefopoulos, S Rigas, P Tsirikoglou, AI Kalfas E3S Web of Conferences 345, 02008, 2022 | 3 | 2022 |
Optimization in probabilistic domains: an engineering approach P Tsirikoglou, K Kyprianidis, AI Kalfas, F Contino Nature-Inspired Computation and Swarm Intelligence, 391-414, 2020 | 3 | 2020 |
Control strategy development for optimized operational flexibility from humidified micro gas turbine: Saturation tower performance assessment W De Paepe, A Pappa, D Coppitters, M Montero Carrero, P Tsirikoglou, ... Turbo Expo: Power for Land, Sea, and Air 84966, V004T06A019, 2021 | 2 | 2021 |
An Additively Manufactured Four Sensor Fast Response Aerodynamic Probe A Chasoglou, P Tsirikoglou, A Kalfas, R Abhari Turbo Expo: Power for Land, Sea, and Air 84140, V005T05A016, 2020 | 2 | 2020 |
Novel Multi-hole Pneumatic Probe Geometries for Turbomachinery Application AC Chasoglou, E Boufidi, P Tsirikoglou, AI Kalfas The XXII Symposium on Measuring Techniques in Turbomachinery Transonic and …, 2014 | 2 | 2014 |
Structural optimization of the wing box for a hybrid-electric commuter aircraft CP Nasoulis, P Tsirikoglou, AI Kalfas Journal of the Global Power and Propulsion Society 6, 151-164, 2022 | 1 | 2022 |
Uncertainty quantification for aerodynamic pressure probes, using adaptive quasi-Monte Carlo AC Chasoglou, P Tsirikoglou, AI Kalfas, RS Abhari Measurement Science and Technology 33 (3), 035003, 2021 | | 2021 |
A Robust Initialization Approach of Multi-Point Synthesis Schemes for Aero-Engine Conceptual Design DE Diamantidou, P Tsirikoglou, KG Kyprianidis AIAA Propulsion and Energy 2021 Forum, 3469, 2021 | | 2021 |
Parameter estimation and sensitivity analysis for a diesel hydro-processing model E Iplik, P Tsirikoglou, I Aslanidou, K Kyprianidis Computer Aided Chemical Engineering 50, 573-578, 2021 | | 2021 |