| A robust and efficient stepwise regression method for building sparse polynomial chaos expansions S Abraham, M Raisee, G Ghorbaniasl, F Contino, C Lacor Journal of Computational Physics 332, 461-474, 2017 | 125 | 2017 |
| 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 | 56 | 2017 |
| 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 |
| 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 |
| Sensitivity analysis and uncertainty quantification for the ffowcs williams-hawkings equation N Ricks, S Abraham, F Contino, G Ghorbaniasl 23rd AIAA/CEAS Aeroacoustics Conference, 3511, 2017 | 7 | 2017 |
| Uncertainty quantification for the aeroacoustics of rotating blades in the time domain N Ricks, S Abraham, F Contino, G Ghorbaniasl Applied Acoustics 139, 57-68, 2018 | 5 | 2018 |
| 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 |
| The Application of Support Vector Machines in Modeling and Optimization of Plate Fin Heat Sink for Electronic Applications K Elsayed, S Abraham, MR Dehkordi, C Lacor 1st Aviation Engineering Innovations Conference, 2014 | 3 | 2014 |
| Non-intrusive Uncertainty Quantification Methods for Computational Fluid Dynamic Applications SM Abraham | | 2019 |
| A statistical approach for building sparse polynomial chaos expansions SM Abraham, G Ghorbaniasl, C Lacor European Congress on Computational Methods in Applied Sciences and …, 2016 | | 2016 |
| Heat transfer optimization of a ribbed surface using surrogate-assisted genetic algorithms P Tsirikoglou, G Ghorbaniasl, S Abraham, C Lacor VII European Congress on Computational Methods in Applied Sciences and …, 2016 | | 2016 |
| Effect of geometrical uncertainties on the performance of heat exchangers using an efficient POD-based model reduction technique S Abraham, G Ghorbaniasl, M Raisee, C Lacor AIP Conference Proceedings 1738 (1), 2016 | | 2016 |
| A one-step discrete adjoint-based approach for combined design optimization and a posteriori error estimation J Miranda, S Abraham, K Elsayed, C Lacor Engineering Optimization 2014, 81, 2014 | | 2014 |
| Optimum Operating Conditions of Electronic Cooling Heat Exchanger using Multi-Fidelity Data K Elsayed, S Abraham, MR Dehkordi, C Lacor 1st Aviation Engineering Innovations Conference, 2014 | | 2014 |
