| 2026 | ICCS | Topology-Agnostic Antennas: Surrogate-Assisted Optimization of Fabrication Yield in a Distributed Setup. | Adrian Bekasiewicz, Slawomir Koziel, Khadijeh Askaripour, Yingsong Li |
| 2026 | ICCS | Multidisciplinary Iterative Neural Networks for Propagating Uncertainties in Coupled Systems. | Abhijnan Dikshit, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2026 | ICCS | Uncertainty Propagation for Random Field Outputs Using Denoising Diffusion Models. | Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2026 | ICCS | Fast Multi-objective Antenna Design by ANN-Based Machine Learning with Gradient-Based Design Enhancement. | Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2026 | ICCS | Design-Ready Microwave Modeling by Spatial and Dimensional Domain Restriction. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2026 | ICCS | Multi-fidelity Model Management Strategy for Accelerated Antenna Optimization. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2025 | ICCS | A Bi-Stage Framework for Automatic Development of Pixel-Based Planar Antenna Structures. | Khadijeh Askaripour, Adrian Bekasiewicz, Slawomir Koziel |
| 2025 | ICCS | Reduced-Order Modeling of Compressible Flows Using Supervised Dimensionality Reduction. | Abhijnan Dikshit, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2025 | ICCS | Adaptive Global Modeling Using Neural Networks with Deep Ensembles and Space-Filling Sequences. | Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2025 | ICCS | Global Optimization of Microwave Circuits Using Dimensionality Reduction and Multi-fidelity EM Simulations. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2025 | ICCS | Automated Antenna Design Using Computational Intelligence and Numerical Optimization. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2025 | ICCS | Variable-Resolution Machine Learning for Rapid Multi-Criterial Antenna Design. | Anna Pietrenko-Dabrowska, Slawomir Koziel |
| 2024 | ICCS | TR-Based Antenna Design with Forward FD: The Effects of Step Size on the Optimization Performance. | Adrian Bekasiewicz, Slawomir Koziel, Tom Dhaene, Marcin Narloch |
| 2024 | ICCS | Adaptive Sampling for Non-intrusive Reduced Order Models Using Multi-task Variance. | Abhijnan Dikshit, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2024 | ICCS | Multitaper-Based Post-processing of Compact Antenna Responses Obtained in Non-anechoic Conditions. | Mariusz Dzwonkowski, Adrian Bekasiewicz, Slawomir Koziel |
| 2024 | ICCS | Adaptive Hyperparameter Tuning Within Neural Network-Based Efficient Global Optimization. | Taeho Jeong, Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2024 | ICCS | Cost-Efficient Multi-Objective Design of Miniaturized Microwave Circuits Using Machine Learning and Artificial Neural Networks. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2024 | ICCS | Expedited Machine-Learning-Based Global Design Optimization of Antenna Systems Using Response Features and Multi-fidelity EM Analysis. | Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson |
| 2023 | ICCS | Constrained Aerodynamic Shape Optimization Using Neural Networks and Sequential Sampling. | Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2023 | ICCS | Efficient Uncertainty Quantification Using Sequential Sampling-Based Neural Networks. | Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2023 | ICCS | Low-Cost Behavioral Modeling of Antennas by Dimensionality Reduction and Domain Confinement. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2023 | ICCS | Expedited Metaheuristic-Based Antenna Optimization Using EM Model Resolution Management. | Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson |
| 2022 | ICCS | Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2022 | ICCS | Global Surrogate Modeling by Neural Network-Based Model Uncertainty. | Leifur Leifsson, Jethro Nagawkar, Laurel Barnet, Kenneth Bryden, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2022 | ICCS | Neural Network-Based Sequential Global Sensitivity Analysis Algorithm. | Yen-Chen Liu, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2022 | ICCS | Analysis of Agricultural and Engineering Systems Using Simulation Decomposition. | Yen-Chen Liu, Leifur Leifsson, Anna Pietrenko-Dabrowska, Slawomir Koziel |
| 2022 | ICCS | Multi-criterial Design of Antennas with Tolerance Analysis Using Response-Feature Predictors. | Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson |
| 2022 | ICCS | Global Design Optimization of Microwave Circuits Using Response Feature Inverse Surrogates. | Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson |
| 2021 | ICCS | Expedited Trust-Region-Based Design Closure of Antennas by Variable-Resolution EM Simulations. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2021 | ICCS | Improved Design Closure of Compact Microwave Circuits by Means of Performance Requirement Adaptation. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2021 | ICCS | Iterative Global Sensitivity Analysis Algorithm with Neural Network Surrogate Modeling. | Yen-Chen Liu, Jethro Nagawkar, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska |
| 2021 | ICCS | On Fast Multi-objective Optimization of Antenna Structures Using Pareto Front Triangulation and Inverse Surrogates. | Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson |
| 2020 | ICCS | Reduced-Cost Constrained Modeling of Microwave and Antenna Components: Recent Advances. | Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson |
| 2020 | ICCS | Aerodynamic Shape Optimization for Delaying Dynamic Stall of Airfoils by Regression Kriging. | Vishal Raul, Leifur Leifsson, Slawomir Koziel |
| 2019 | ICCS | Rapid Multi-band Patch Antenna Yield Estimation Using Polynomial Chaos-Kriging. | Xiaosong Du, Leifur Leifsson, Slawomir Koziel |
| 2019 | ICCS | Reduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian Updates. | Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson |
| 2018 | ICCS | Stochastic-Expansions-Based Model-Assisted Probability of Detection Analysis of the Spherically-Void-Defect Benchmark Problem. | Xiaosong Du, Praveen Gurrala, Leifur Leifsson, Jiming Song, William Q. Meeker, Ronald A. Roberts, Slawomir Koziel, Yonatan A. Tesfahunegn |
| 2018 | ICCS | Model-Assisted Probability of Detection for Structural Health Monitoring of Flat Plates. | Xiaosong Du, Jin Yan, Simon Laflamme, Leifur Leifsson, Yonatan A. Tesfahunegn, Slawomir Koziel |
| 2018 | ICCS | Explicit Size-Reduction-Oriented Design of a Compact Microstrip Rat-Race Coupler Using Surrogate-Based Optimization Methods. | Slawomir Koziel, Adrian Bekasiewicz, Leifur Leifsson, Xiaosong Du, Yonatan A. Tesfahunegn |
| 2017 | ICCS | Pareto Ranking Bisection Algorithm for EM-Driven Multi-Objective Design of Antennas in Highly-Dimensional Parameter Spaces. | Adrian Bekasiewicz, Slawomir Koziel, Leifur Leifsson, Xiaosong Du |
| 2017 | ICCS | Airfoil Design Under Uncertainty Using Non-Intrusive Polynomial Chaos Theory and Utility Functions. | Xiaosong Du, Leifur Leifsson, Slawomir Koziel, Adrian Bekasiewicz |
| 2017 | ICCS | Expedite Design of Variable-Topology Broadband Hybrid Couplers for Size Reduction Using Surrogate-Based Optimization and Co-Simulation Coarse Models. | Piotr Kurgan, Slawomir Koziel, Leifur Leifsson, Xiaosong Du |
| 2016 | ICCS | Sequential Domain Patching for Computationally Feasible Multi-objective Optimization of Expensive Electromagnetic Simulation Models. | Adrian Bekasiewicz, Slawomir Koziel, Leifur Leifsson |
| 2016 | ICCS | Trawl-Door Shape Optimization by Space-Mapping- Corrected CFD Models and Kriging Surrogates. | Ingi M. Jonsson, Leifur Leifsson, Slawomir Koziel, Yonatan A. Tesfahunegn, Adrian Bekasiewicz |
| 2016 | ICCS | Cost-Efficient Microwave Design Optimization Using Adaptive Response Scaling. | Slawomir Koziel, Adrian Bekasiewicz, Leifur Leifsson |
| 2016 | ICCS | Expedited Dimension Scaling of Microwave and Antenna Structures using Inverse Surrogates. | Slawomir Koziel, Adrian Bekasiewicz, Leifur Leifsson |
| 2016 | ICCS | Surrogate Modeling of Ultrasonic Nondestructive Evaluation Simulations. | Jacob Siegler, Leifur Leifsson, Robert J. Grandin, Slawomir Koziel, Adrian Bekasiewicz |
| 2016 | ICCS | Supersonic Airfoil Shape Optimization by Variable-fidelity Models and Manifold Mapping. | Jacob Siegler, Jie Ren, Leifur Leifsson, Slawomir Koziel, Adrian Bekasiewicz |
| 2015 | ICCS | Fast Optimization of Integrated Photonic Components Using Response Correction and Local Approximation Surrogates. | Adrian Bekasiewicz, Slawomir Koziel, Leifur Leifsson |
| 2015 | ICCS | Shape Optimization of Trawl-doors Using Variable-fidelity Models and Space Mapping. | Ingi M. Jonsson, Leifur Leifsson, Slawomir Koziel, Yonatan A. Tesfahunegn, Adrian Bekasiewicz |
| 2015 | ICCS | Multi-Objective Design Optimization of Planar Yagi-Uda Antenna Using Physics-Based Surrogates and Rotational Design Space Reduction. | Slawomir Koziel, Adrian Bekasiewicz, Leifur Leifsson |
| 2015 | ICCS | Surrogate-based Airfoil Design with Space Mapping and Adjoint Sensitivity. | Yonatan A. Tesfahunegn, Slawomir Koziel, Leifur Leifsson, Adrian Bekasiewicz |
| 2014 | ICCS | Nested Space Mapping Technology for Expedite EM-driven Design of Compact RF/Microwave Components. | Adrian Bekasiewicz, Slawomir Koziel, Piotr Kurgan, Leifur . Leifsson |
| 2014 | ICCS | Low-cost EM-simulation-driven Multi-objective Optimization of Antennas. | Adrian Bekasiewicz, Slawomir Koziel, Leifur . Leifsson |
| 2014 | ICCS | Fast Low-fidelity Wing Aerodynamics Model for Surrogate-based Shape Optimization. | Leifur . Leifsson, Slawomir Koziel, Adrian Bekasiewicz |
| 2014 | ICCS | Computational Optimization, Modelling and Simulation: Past, Present and Future. | Xin-She Yang, Slawomir Koziel, Leifur . Leifsson |
| 2014 | SIMULTECH | Computationally efficient multi-objective optimization of and experimental validation of Yagi-Uda antenna. | Adrian Bekasiewicz, Slawomir Koziel, Leifur . Leifsson |
| 2014 | SIMULTECH | Trawl-door shape optimization with 3D CFD models and local surrogates. | Elvar Hermannsson, Leifur . Leifsson, Slawomir Koziel, Piotr Kurgan, Adrian Bekasiewicz |
| 2014 | SIMULTECH | Low-cost EM-simulation-based multi-objective design optimization of miniaturized microwave structures. | Slawomir Koziel, Adrian Bekasiewicz, Piotr Kurgan, Leifur . Leifsson |
| 2014 | SIMULTECH | Computationally-Efficient EM-Simulation-Driven Multi-objective Design of Compact Microwave Structures. | Slawomir Koziel, Adrian Bekasiewicz, Piotr Kurgan, Leifur Leifsson |
| 2013 | ICCS | Shape-Preserving Response Prediction for Engineering Design Optimization. | Slawomir Koziel, Leifur . Leifsson |
| 2013 | ICCS | Multi-Level CFD-Based Airfoil Shape Optimization With Automated Low-Fidelity Model Selection. | Slawomir Koziel, Leifur . Leifsson |
| 2013 | ICCS | Physics-Based Surrogates for Low-Cost Modeling of Microwave Structures. | Slawomir Koziel, Stanislav Ogurtsov, Leifur . Leifsson |
| 2013 | ICCS | Computational Optimization, Modelling and Simulation: Recent Trends and Challenges. | Xin-She Yang, Slawomir Koziel, Leifur . Leifsson |
| 2013 | SIMULTECH | Surrogate Modeling and Optimization of Inline E-plane Waveguide Extracted Pole Filters. | Oleksandr Glubokov, Slawomir Koziel, Leifur . Leifsson |
| 2013 | SIMULTECH | Efficient Design of Inline E-Plane Waveguide Extracted Pole Filters Through Enhanced Equivalent Circuits and Space Mapping. | Oleksandr Glubokov, Slawomir Koziel, Leifur Leifsson |
| 2013 | SIMULTECH | Hydrodynamic Design Optimization of Trawl-door Shapes with Local Surrogate Models. | Elvar Hermannsson, Leifur . Leifsson, Slawomir Koziel, Stanislav Ogurtsov, Oleksandr Glubokov, Reza Fakhraie |
| 2013 | SIMULTECH | Design of Antenna Arrays using Surrogate-based Optimization. | Slawomir Koziel, Stanislav Ogurtsov, Leifur . Leifsson |
| 2013 | SIMULTECH | Low-cost Modeling of Waveguide Filters using Decomposition and Space Mapping. | Slawomir Koziel, Stanislav Ogurtsov, Leifur . Leifsson |
| 2013 | SIMULTECH | Decomposition and Space Mapping for Reduced-Cost Modeling of Waveguide Filters. | Slawomir Koziel, Stanislav Ogurtsov, Leifur Leifsson |
| 2013 | SIMULTECH | Variable-fidelity Aerodynamic Optimization using CFD Models. | Leifur . Leifsson, Slawomir Koziel, Stanislav Ogurtsov, Oleksandr Glubokov |
| 2012 | ICINCO | Low-speed Modeling and Simulation of Torpedo-shaped AUVs. | Bjarni Helgason, Leifur . Leifsson, Indridi Rikhardsson, Helgi Thorgilsson, Slawomir Koziel |
| 2012 | SIMULTECH | Trawl-door Performance Analysis and Design Optimization with CFD. | Eirikur Jonsson, Leifur . Leifsson, Slawomir Koziel |
| 2012 | SIMULTECH | Transonic Wing Optimization by Variable-resolution Modeling and Space Mapping. | Eirikur Jonsson, Leifur . Leifsson, Slawomir Koziel |
| 2012 | SIMULTECH | Microwave Design Optimization Exploiting Adjoint Sensitivity. | Slawomir Koziel, Leifur . Leifsson, Stanislav Ogurtsov |
| 2012 | SIMULTECH | Efficient Design Optimization of Microwave Structures Using Adjoint Sensitivity. | Slawomir Koziel, Leifur . Leifsson, Stanislav Ogurtsov |
| 2012 | SIMULTECH | Managing Model Fidelity for Efficient Optimization of Antennas using Variable-resolution Electromagnetic Simulations. | Slawomir Koziel, Stanislav Ogurtsov, Leifur . Leifsson |
| 2012 | SIMULTECH | On Low-Fidelity Model Selection for Antenna Design Using Variable-Resolution EM Simulations. | Slawomir Koziel, Stanislav Ogurtsov, Leifur . Leifsson |
| 2012 | SIMULTECH | Hydrodynamic Shape Optimization of Fishing Gear Trawl-Doors. | Leifur . Leifsson, Slawomir Koziel, Eirikur Jonsson |
| 2012 | SIMULTECH | Wing Aerodynamic Shape Optimization by Space Mapping. | Leifur . Leifsson, Slawomir Koziel, Eirikur Jonsson |
| 2011 | SIMULTECH | Transonic Airfoil Design by the Inverse Method using Variable-fidelity Modelling. | Slawomir Koziel, Leifur . Leifsson, Stanislav Ogurtsov |
| 2011 | SIMULTECH | Design of Dielectric Resonator Antennas using Surrogate-based Optimization and Electromagnetic Models. | Slawomir Koziel, Stanislav Ogurtsov, Leifur . Leifsson |
| 2011 | SIMULTECH | Multi-fidelity Design Optimization of Axisymmetric Bodies in Incompressible Flow. | Leifur . Leifsson, Slawomir Koziel, Stanislav Ogurtsov |
| 2011 | SIMULTECH | Hydrodynamic Shape Optimization of Axisymmetric Bodies Using Multi-fidelity Modeling. | Leifur . Leifsson, Slawomir Koziel, Stanislav Ogurtsov |
| 2011 | SIMULTECH | Improved Surrogate-based Optimization of a Marine Ecosystem Model using Response Correction. | Malte Prie, Slawomir Koziel, Thomas Slawig |
| 2011 | SIMULTECH | Marine Ecosystem Model Calibration through Enhanced Surrogate-Based Optimization. | Malte Prie, Slawomir Koziel, Thomas Slawig |
| 2005 | ISCAS | Towards a rigorous formulation of the space mapping technique for engineering design. | Slawomir Koziel, John W. Bandler, Kaj Madsen |
| 2004 | ISCAS | 1.2V low-power four-quadrant CMOS transconductance multiplier operating in saturation region. | Stanislaw Szczepanski, Slawomir Koziel |
| 2004 | ISCAS | Linearized CMOS OTA using active-error feedforward technique. | Stanislaw Szczepanski, Slawomir Koziel, Edgar Snchez-Sinencio |
| 2002 | ISCAS | Design of highly linear tunable CMOS OTA. | Slawomir Koziel, Stanislaw Szczepanski, Rolf Schaumann |
| 2002 | ISCAS | A general approach to continuous-time G | Slawomir Koziel, Stanislaw Szczepanski, Rolf Schaumann |
| 1998 | PPSN | A Decoder-Based Evolutionary Algorithm for Constrained Parameter Optimization Problems. | Slawomir Koziel, Zbigniew Michalewicz |