Anna Pietrenko-Dabrowska

71 papers Journal 43Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
Expedited Model-Based Multi-Objective Microwave Design With Interleaved ML and Local Design Adjustments.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
2026 J jnl
Recurrent neural networks with attention mechanisms and dimensionality reduction for accurate data-driven modelling of antennas.
Knowl. Based Syst.
Kaustab C. Sahu, Slawomir Koziel, Anna Pietrenko-Dabrowska
2025 J jnl
A Low-Profile Printed Near-Field Metasurface for Enhanced Far-Field Radiation in Aperture-Type Antennas.
IEEE Access
Md Yeakub Ali, Khushboo Singh, Slawomir Koziel, Anna Pietrenko-Dabrowska, Mohammad Nasrat Zaqumi, Subhas Mukhopadhyay
2025 — conf
Adaptive Global Modeling Using Neural Networks with Deep Ensembles and Space-Filling Sequences.
ICCS (Workshops 2)
Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2025 — conf
Automated Antenna Design Using Computational Intelligence and Numerical Optimization.
ICCS (Workshops 2)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
2025 — conf
Global Optimization of Microwave Circuits Using Dimensionality Reduction and Multi-fidelity EM Simulations.
ICCS (3)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
2025 J jnl
Optimized Metamaterials for Design of Enhanced-Performance High Order Mode Dipole-Driven Yagi-Uda Antenna for Millimeter Wave Applications.
IEEE Access
Bashar Ali F. Esmail, Dustin Isleifson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2025 — conf
Planar Meta-Lens-Enabled High-Gain Circularly Polarized Fixed-Beam Antenna for Wideband IoT Applications at Millimeter-Waves.
IOTSMS
Ubaid Ullah, Slawomir Koziel, Anna Pietrenko-Dabrowska
2025 — conf
Reduced-Order Modeling of Compressible Flows Using Supervised Dimensionality Reduction.
ICCS (Workshops 2)
Abhijnan Dikshit, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2025 — conf
Variable-Resolution Machine Learning for Rapid Multi-Criterial Antenna Design.
ICCS (4)
Anna Pietrenko-Dabrowska, Slawomir Koziel
2024 — conf
Adaptive Hyperparameter Tuning Within Neural Network-Based Efficient Global Optimization.
ICCS (5)
Taeho Jeong, Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2024 — conf
Adaptive Sampling for Non-intrusive Reduced Order Models Using Multi-task Variance.
ICCS (5)
Abhijnan Dikshit, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2024 — conf
Characteristics Mode Analysis of a Unit-Cell and A 3×3 Finite Metasurface Design for IoT Applications in the mm-wave Band.
IOTSMS
Ubaid Ullah, Slawomir Koziel, Anna Pietrenko-Dabrowska, Shahanawaz Kamal
2024 J jnl
Cost-Efficient Globalized Parameter Optimization of Microwave Components Through Response-Feature Surrogates and Nature-Inspired Metaheuristics.
IEEE Access
Anna Pietrenko-Dabrowska, Slawomir Koziel, Lukasz Golunski
2024 — conf
Cost-Efficient Multi-Objective Design of Miniaturized Microwave Circuits Using Machine Learning and Artificial Neural Networks.
ICCS (5)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
2024 J jnl
Efficient calibration of cost-efficient particulate matter sensors using machine learning and time-series alignment.
Knowl. Based Syst.
Slawomir Koziel, Anna Pietrenko-Dabrowska, Marek Wójcikowski, Bogdan Pankiewicz
2024 — conf
Expedited Machine-Learning-Based Global Design Optimization of Antenna Systems Using Response Features and Multi-fidelity EM Analysis.
ICCS (5)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
2024 J jnl
Exploring the Beam Squint Effects on Reflectarray Performance: A Comprehensive Analysis of the Specular and Scattered Reflection of the Unit Cell.
Sensors
Manzoor Elahi, Amir Altaf, Slawomir Koziel, Anna Pietrenko-Dabrowska
2024 J jnl
Low-cost and precise automated re-design of antenna structures using interleaved geometry scaling and gradient-based optimization.
Knowl. Based Syst.
Anna Pietrenko-Dabrowska, Slawomir Koziel
2024 J jnl
Model management for low-computational-budget simulation-based optimization of antenna structures using nature-inspired algorithms.
Appl. Soft Comput.
Anna Pietrenko-Dabrowska, Slawomir Koziel
2024 J jnl
On Memory-Based Precise Calibration of Cost-Efficient NO2 Sensor Using Artificial Intelligence and Global Response Correction.
Knowl. Based Syst.
Slawomir Koziel, Anna Pietrenko-Dabrowska, Marek Wójcikowski, Bogdan Pankiewicz
2023 J jnl
Bandwidth-Controllable Third-Order Band Pass Filter Using Substrate-Integrated Full- and Semi-Circular Cavities.
Sensors
Nrusingh Charan Pradhan, Slawomir Koziel, Rusan Kumar Barik, Anna Pietrenko-Dabrowska
2023 J jnl
Circularly polarized antenna array design with the potential of gain-size trade-off and omnidirectional radiation for millimeter-wave small base station applications.
Wirel. Networks
Ubaid Ullah, Slawomir Koziel, Anna Pietrenko-Dabrowska
2023 — conf
Constrained Aerodynamic Shape Optimization Using Neural Networks and Sequential Sampling.
ICCS (3)
Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2023 J jnl
Dimensionality-reduced antenna modeling with stochastically established constrained domain.
Knowl. Based Syst.
Anna Pietrenko-Dabrowska, Slawomir Koziel
2023 — conf
Efficient Uncertainty Quantification Using Sequential Sampling-Based Neural Networks.
ICCS (3)
Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2023 — conf
Expedited Metaheuristic-Based Antenna Optimization Using EM Model Resolution Management.
ICCS (3)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
2023 — conf
Low-Cost Behavioral Modeling of Antennas by Dimensionality Reduction and Domain Confinement.
ICCS (3)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
2023 J jnl
Rapid antenna optimization with restricted sensitivity updates by automated dominant direction identification.
Knowl. Based Syst.
Anna Pietrenko-Dabrowska, Slawomir Koziel
2022 J jnl
A Comprehensive Survey on Antennas On-Chip Based on Metamaterial, Metasurface, and Substrate Integrated Waveguide Principles for Millimeter-Waves and Terahertz Integrated Circuits and Systems.
IEEE Access
Mohammad Alibakhshi Kenari, Esraa Mousa Ali, Mohammad Soruri, Mariana Dalarsson, Mohammad Naser-Moghadasi, Bal S. Virdee, Caslav Stefanovic, Anna Pietrenko-Dabrowska, Slawomir Koziel, Stanislaw Szczepanski, Ernesto Limiti
2022 — conf
Analysis of Agricultural and Engineering Systems Using Simulation Decomposition.
ICCS (3)
Yen-Chen Liu, Leifur Leifsson, Anna Pietrenko-Dabrowska, Slawomir Koziel
2022 J jnl
Constrained multi-objective optimization of compact microwave circuits by design triangulation and pareto front interpolation.
Eur. J. Oper. Res.
Slawomir Koziel, Anna Pietrenko-Dabrowska
2022 J jnl
Design of a Coplanar Waveguide-Fed Wideband Compact-Size Circularly Polarized Antenna and polarization-sense alteration.
Wirel. Networks
Ubaid Ullah, Slawomir Koziel, Anna Pietrenko-Dabrowska, Ismail Ben Mabrouk
2022 — conf
Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions.
ICCS (3)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
2022 J jnl
Fast EM-driven parameter tuning of microwave circuits with sparse sensitivity updates via principal directions.
Knowl. Based Syst.
Anna Pietrenko-Dabrowska, Slawomir Koziel
2022 — conf
Global Design Optimization of Microwave Circuits Using Response Feature Inverse Surrogates.
ICCS (3)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
2022 — conf
Global Surrogate Modeling by Neural Network-Based Model Uncertainty.
ICCS (3)
Leifur Leifsson, Jethro Nagawkar, Laurel Barnet, Kenneth Bryden, Slawomir Koziel, Anna Pietrenko-Dabrowska
2022 J jnl
Knowledge-based performance-driven modeling of antenna structures.
Knowl. Based Syst.
Slawomir Koziel, Anna Pietrenko-Dabrowska
2022 — conf
Multi-criterial Design of Antennas with Tolerance Analysis Using Response-Feature Predictors.
ICCS (3)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
2022 — conf
Neural Network-Based Sequential Global Sensitivity Analysis Algorithm.
ICCS (3)
Yen-Chen Liu, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2022 J jnl
On Improved-Reliability Design Optimization of High-Frequency Structures Using Local Search Algorithms.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska, Piotr Plotka
2022 J jnl
On decision-making strategies for improved-reliability size reduction of microwave passives: Intermittent correction of equality constraints and adaptive handling of inequality constraints.
Knowl. Based Syst.
Slawomir Koziel, Anna Pietrenko-Dabrowska, Marzieh Mahrokh
2022 J jnl
Optimization-based robustness enhancement of compact microwave component designs with response feature regression surrogates.
Knowl. Based Syst.
Anna Pietrenko-Dabrowska, Slawomir Koziel
2022 J jnl
Rapid design centering of multi-band antennas using knowledge-based inverse models and response features.
Knowl. Based Syst.
Slawomir Koziel, Anna Pietrenko-Dabrowska
2021 — conf
Expedited Trust-Region-Based Design Closure of Antennas by Variable-Resolution EM Simulations.
ICCS (4)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
2021 J jnl
Global EM-driven optimization of multi-band antennas using knowledge-based inverse response-feature surrogates.
Knowl. Based Syst.
Slawomir Koziel, Anna Pietrenko-Dabrowska
2021 — conf
Improved Design Closure of Compact Microwave Circuits by Means of Performance Requirement Adaptation.
ICCS (4)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
2021 — conf
Iterative Global Sensitivity Analysis Algorithm with Neural Network Surrogate Modeling.
ICCS (4)
Yen-Chen Liu, Jethro Nagawkar, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2021 J jnl
On EM-Driven Size Reduction of Antenna Structures With Explicit Constraint Handling.
IEEE Access
Anna Pietrenko-Dabrowska, Slawomir Koziel
2021 — conf
On Fast Multi-objective Optimization of Antenna Structures Using Pareto Front Triangulation and Inverse Surrogates.
ICCS (4)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
2021 — conf
Planar Broadband Dual-Sense Circularly Polarized Multiple-Input-Multiple-Output Antenna for IoT Integrated Systems.
IOTSMS
Ubaid Ullah, Slawomir Koziel, Muath Al-Hasan, Anna Pietrenko-Dabrowska
2021 J jnl
Rapid Multi-Criterial Antenna Optimization by Means of Pareto Front Triangulation and Interpolative Design Predictors.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska
2021 J jnl
Recent advances in accelerated multi-objective design of high-frequency structures using knowledge-based constrained modeling approach.
Knowl. Based Syst.
Slawomir Koziel, Anna Pietrenko-Dabrowska
2021 J jnl
Reduced-Cost Microwave Design Closure by Multi-Resolution EM Simulations and Knowledge-Based Model Management.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska, Piotr Plotka
2020 J jnl
Antenna Modeling Using Variable-Fidelity EM Simulations and Constrained Co-Kriging.
IEEE Access
Anna Pietrenko-Dabrowska, Slawomir Koziel
2020 J jnl
Cost-Efficient Bi-Layer Modeling of Antenna Input Characteristics Using Gradient Kriging Surrogates.
IEEE Access
Anna Pietrenko-Dabrowska, Slawomir Koziel, Muath Al-Hasan
2020 J jnl
Design-Oriented Two-Stage Surrogate Modeling of Miniaturized Microstrip Circuits With Dimensionality Reduction.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska, Muath Al-Hasan
2020 J jnl
Expedited Design Closure of Antenna Input Characteristics by Trust Region Gradient Search and Principal Component Analysis.
IEEE Access
Jon Atli Tomasson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2020 J jnl
Expedited Feature-Based Quasi-Global Optimization of Multi-Band Antenna Input Characteristics With Jacobian Variability Tracking.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska
2020 J jnl
Expedited Yield Optimization of Narrow- and Multi-Band Antennas Using Performance-Driven Surrogates.
IEEE Access
Anna Pietrenko-Dabrowska, Slawomir Koziel, Muath Al-Hasan
2020 J jnl
Fast Multi-Objective Optimization of Antenna Structures by Means of Data-Driven Surrogates and Dimensionality Reduction.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska
2020 J jnl
Improved-Efficacy Optimization of Compact Microwave Passives by Means of Frequency-Related Regularization.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska, Muath Al-Hasan
2020 J jnl
On Computationally-Efficient Reference Design Acquisition for Reduced-Cost Constrained Modeling and Re-Design of Compact Microwave Passives.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska
2020 J jnl
On Inadequacy of Sequential Design of Experiments for Performance-Driven Surrogate Modeling of Antenna Input Characteristics.
IEEE Access
Anna Pietrenko-Dabrowska, Slawomir Koziel
2020 J jnl
Quasi-Global Optimization of Antenna Structures Using Principal Components and Affine Subspace-Spanned Surrogates.
IEEE Access
Jon Atli Tomasson, Slawomir Koziel, Anna Pietrenko-Dabrowska
2020 J jnl
Rapid Optimization of Compact Microwave Passives Using Kriging Surrogates and Iterative Correction.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska
2020 J jnl
Recent Advances in High Frequency Modeling by Means of Domain Confinement and Nested Kriging.
IEEE Access
Slawomir Koziel, Anna Pietrenko-Dabrowska
2020 — conf
Reduced-Cost Constrained Modeling of Microwave and Antenna Components: Recent Advances.
ICCS (5)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
2020 J jnl
Simulation-Driven Antenna Modeling by Means of Response Features and Confined Domains of Reduced Dimensionality.
IEEE Access
Anna Pietrenko-Dabrowska, Slawomir Koziel
2019 — conf
Reduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian Updates.
ICCS (3)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
2019 J jnl
Variable-Fidelity Simulation Models and Sparse Gradient Updates for Cost-Efficient Optimization of Compact Antenna Input Characteristics.
Sensors
Slawomir Koziel, Anna Pietrenko-Dabrowska