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ORCIDAnna Pietrenko-Dabrowska
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2020 – today
- 2024
[j39]Anna Pietrenko-Dabrowska
, Slawomir Koziel, Lukasz Golunski:
Cost-Efficient Globalized Parameter Optimization of Microwave Components Through Response-Feature Surrogates and Nature-Inspired Metaheuristics. IEEE Access 12: 79051-79065 (2024)- [j38]Anna Pietrenko-Dabrowska, Slawomir Koziel:
Model management for low-computational-budget simulation-based optimization of antenna structures using nature-inspired algorithms. Appl. Soft Comput. 154: 111356 (2024) - [j37]Anna Pietrenko-Dabrowska, Slawomir Koziel:
Low-cost and precise automated re-design of antenna structures using interleaved geometry scaling and gradient-based optimization. Knowl. Based Syst. 284: 111296 (2024) - [j36]Slawomir Koziel, Anna Pietrenko-Dabrowska, Marek Wójcikowski, Bogdan Pankiewicz:
On Memory-Based Precise Calibration of Cost-Efficient NO2 Sensor Using Artificial Intelligence and Global Response Correction. Knowl. Based Syst. 290: 111564 (2024) - [j35]Slawomir Koziel, Anna Pietrenko-Dabrowska, Marek Wójcikowski, Bogdan Pankiewicz:
Efficient calibration of cost-efficient particulate matter sensors using machine learning and time-series alignment. Knowl. Based Syst. 295: 111879 (2024) - [j34]Manzoor Elahi, Amir Altaf, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Exploring the Beam Squint Effects on Reflectarray Performance: A Comprehensive Analysis of the Specular and Scattered Reflection of the Unit Cell. Sensors 24(5): 1438 (2024) - [c22]Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Cost-Efficient Multi-Objective Design of Miniaturized Microwave Circuits Using Machine Learning and Artificial Neural Networks. ICCS (5) 2024: 3-18 - [c21]Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson:
Expedited Machine-Learning-Based Global Design Optimization of Antenna Systems Using Response Features and Multi-fidelity EM Analysis. ICCS (5) 2024: 19-34 - [c20]Taeho Jeong, Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Adaptive Hyperparameter Tuning Within Neural Network-Based Efficient Global Optimization. ICCS (5) 2024: 74-89 - [c19]Abhijnan Dikshit, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Adaptive Sampling for Non-intrusive Reduced Order Models Using Multi-task Variance. ICCS (5) 2024: 105-119 - [c18]Ubaid Ullah, Slawomir Koziel, Anna Pietrenko-Dabrowska, Shahanawaz Kamal:
Characteristics Mode Analysis of a Unit-Cell and A 3×3 Finite Metasurface Design for IoT Applications in the mm-wave Band. IOTSMS 2024: 38-43 - 2023
- [j33]Anna Pietrenko-Dabrowska, Slawomir Koziel:
Rapid antenna optimization with restricted sensitivity updates by automated dominant direction identification. Knowl. Based Syst. 268: 110453 (2023) - [j32]Anna Pietrenko-Dabrowska, Slawomir Koziel:
Dimensionality-reduced antenna modeling with stochastically established constrained domain. Knowl. Based Syst. 271: 110557 (2023) - [j31]Nrusingh Charan Pradhan, Slawomir Koziel, Rusan Kumar Barik, Anna Pietrenko-Dabrowska:
Bandwidth-Controllable Third-Order Band Pass Filter Using Substrate-Integrated Full- and Semi-Circular Cavities. Sensors 23(13): 6162 (2023) - [j30]Ubaid Ullah, Slawomir Koziel, Anna Pietrenko-Dabrowska:
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 29(1): 413-422 (2023) - [c17]Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson:
Expedited Metaheuristic-Based Antenna Optimization Using EM Model Resolution Management. ICCS (3) 2023: 363-377 - [c16]Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Constrained Aerodynamic Shape Optimization Using Neural Networks and Sequential Sampling. ICCS (3) 2023: 425-438 - [c15]Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Efficient Uncertainty Quantification Using Sequential Sampling-Based Neural Networks. ICCS (3) 2023: 536-547 - [c14]Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Low-Cost Behavioral Modeling of Antennas by Dimensionality Reduction and Domain Confinement. ICCS (3) 2023: 571-579 - 2022
- [j29]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:
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 10: 3668-3692 (2022) - [j28]Slawomir Koziel, Anna Pietrenko-Dabrowska, Piotr Plotka:
On Improved-Reliability Design Optimization of High-Frequency Structures Using Local Search Algorithms. IEEE Access 10: 90586-90596 (2022) - [j27]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Constrained multi-objective optimization of compact microwave circuits by design triangulation and pareto front interpolation. Eur. J. Oper. Res. 299(1): 302-312 (2022) - [j26]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Knowledge-based performance-driven modeling of antenna structures. Knowl. Based Syst. 237: 107698 (2022) - [j25]Anna Pietrenko-Dabrowska, Slawomir Koziel:
Optimization-based robustness enhancement of compact microwave component designs with response feature regression surrogates. Knowl. Based Syst. 240: 108161 (2022) - [j24]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Rapid design centering of multi-band antennas using knowledge-based inverse models and response features. Knowl. Based Syst. 252: 109360 (2022) - [j23]Anna Pietrenko-Dabrowska, Slawomir Koziel:
Fast EM-driven parameter tuning of microwave circuits with sparse sensitivity updates via principal directions. Knowl. Based Syst. 252: 109388 (2022) - [j22]Slawomir Koziel, Anna Pietrenko-Dabrowska, Marzieh Mahrokh:
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. 255: 109745 (2022) - [j21]Ubaid Ullah, Slawomir Koziel, Anna Pietrenko-Dabrowska, Ismail Ben Mabrouk:
Design of a Coplanar Waveguide-Fed Wideband Compact-Size Circularly Polarized Antenna and polarization-sense alteration. Wirel. Networks 28(4): 1797-1804 (2022) - [c13]Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson:
Multi-criterial Design of Antennas with Tolerance Analysis Using Response-Feature Predictors. ICCS (3) 2022: 202-216 - [c12]Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions. ICCS (3) 2022: 217-233 - [c11]Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson:
Global Design Optimization of Microwave Circuits Using Response Feature Inverse Surrogates. ICCS (3) 2022: 248-262 - [c10]Leifur Leifsson, Jethro Nagawkar, Laurel Barnet, Kenneth Bryden, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Global Surrogate Modeling by Neural Network-Based Model Uncertainty. ICCS (3) 2022: 425-434 - [c9]Yen-Chen Liu, Leifur Leifsson, Anna Pietrenko-Dabrowska, Slawomir Koziel:
Analysis of Agricultural and Engineering Systems Using Simulation Decomposition. ICCS (3) 2022: 435-444 - [c8]Yen-Chen Liu, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Neural Network-Based Sequential Global Sensitivity Analysis Algorithm. ICCS (3) 2022: 445-454 - 2021
- [j20]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Rapid Multi-Criterial Antenna Optimization by Means of Pareto Front Triangulation and Interpolative Design Predictors. IEEE Access 9: 35670-35680 (2021) - [j19]Slawomir Koziel, Anna Pietrenko-Dabrowska, Piotr Plotka:
Reduced-Cost Microwave Design Closure by Multi-Resolution EM Simulations and Knowledge-Based Model Management. IEEE Access 9: 116326-116337 (2021) - [j18]Anna Pietrenko-Dabrowska, Slawomir Koziel:
On EM-Driven Size Reduction of Antenna Structures With Explicit Constraint Handling. IEEE Access 9: 165766-165772 (2021) - [j17]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Recent advances in accelerated multi-objective design of high-frequency structures using knowledge-based constrained modeling approach. Knowl. Based Syst. 214: 106726 (2021) - [j16]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Global EM-driven optimization of multi-band antennas using knowledge-based inverse response-feature surrogates. Knowl. Based Syst. 227: 107189 (2021) - [c7]Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Expedited Trust-Region-Based Design Closure of Antennas by Variable-Resolution EM Simulations. ICCS (4) 2021: 91-104 - [c6]Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson:
On Fast Multi-objective Optimization of Antenna Structures Using Pareto Front Triangulation and Inverse Surrogates. ICCS (4) 2021: 116-130 - [c5]Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Improved Design Closure of Compact Microwave Circuits by Means of Performance Requirement Adaptation. ICCS (4) 2021: 185-199 - [c4]Yen-Chen Liu, Jethro Nagawkar, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Iterative Global Sensitivity Analysis Algorithm with Neural Network Surrogate Modeling. ICCS (4) 2021: 298-311 - [c3]Ubaid Ullah, Slawomir Koziel, Muath Al-Hasan, Anna Pietrenko-Dabrowska:
Planar Broadband Dual-Sense Circularly Polarized Multiple-Input-Multiple-Output Antenna for IoT Integrated Systems. IOTSMS 2021: 1-4 - 2020
- [j15]Jon Atli Tomasson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Expedited Design Closure of Antenna Input Characteristics by Trust Region Gradient Search and Principal Component Analysis. IEEE Access 8: 8502-8511 (2020) - [j14]Jon Atli Tomasson, Slawomir Koziel, Anna Pietrenko-Dabrowska:
Quasi-Global Optimization of Antenna Structures Using Principal Components and Affine Subspace-Spanned Surrogates. IEEE Access 8: 50078-50084 (2020) - [j13]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Rapid Optimization of Compact Microwave Passives Using Kriging Surrogates and Iterative Correction. IEEE Access 8: 53587-53594 (2020) - [j12]Anna Pietrenko-Dabrowska, Slawomir Koziel:
On Inadequacy of Sequential Design of Experiments for Performance-Driven Surrogate Modeling of Antenna Input Characteristics. IEEE Access 8: 78417-78426 (2020) - [j11]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Expedited Feature-Based Quasi-Global Optimization of Multi-Band Antenna Input Characteristics With Jacobian Variability Tracking. IEEE Access 8: 83907-83915 (2020) - [j10]Anna Pietrenko-Dabrowska, Slawomir Koziel:
Antenna Modeling Using Variable-Fidelity EM Simulations and Constrained Co-Kriging. IEEE Access 8: 91048-91056 (2020) - [j9]Slawomir Koziel, Anna Pietrenko-Dabrowska, Muath Al-Hasan:
Design-Oriented Two-Stage Surrogate Modeling of Miniaturized Microstrip Circuits With Dimensionality Reduction. IEEE Access 8: 121744-121754 (2020) - [j8]Anna Pietrenko-Dabrowska, Slawomir Koziel, Muath Al-Hasan:
Cost-Efficient Bi-Layer Modeling of Antenna Input Characteristics Using Gradient Kriging Surrogates. IEEE Access 8: 140831-140839 (2020) - [j7]Anna Pietrenko-Dabrowska, Slawomir Koziel, Muath Al-Hasan:
Expedited Yield Optimization of Narrow- and Multi-Band Antennas Using Performance-Driven Surrogates. IEEE Access 8: 143104-143113 (2020) - [j6]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Fast Multi-Objective Optimization of Antenna Structures by Means of Data-Driven Surrogates and Dimensionality Reduction. IEEE Access 8: 183300-183311 (2020) - [j5]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Recent Advances in High Frequency Modeling by Means of Domain Confinement and Nested Kriging. IEEE Access 8: 189326-189342 (2020) - [j4]Slawomir Koziel, Anna Pietrenko-Dabrowska, Muath Al-Hasan:
Improved-Efficacy Optimization of Compact Microwave Passives by Means of Frequency-Related Regularization. IEEE Access 8: 195317-195326 (2020) - [j3]Slawomir Koziel, Anna Pietrenko-Dabrowska:
On Computationally-Efficient Reference Design Acquisition for Reduced-Cost Constrained Modeling and Re-Design of Compact Microwave Passives. IEEE Access 8: 203317-203330 (2020) - [j2]Anna Pietrenko-Dabrowska, Slawomir Koziel:
Simulation-Driven Antenna Modeling by Means of Response Features and Confined Domains of Reduced Dimensionality. IEEE Access 8: 228942-228954 (2020) - [c2]Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson:
Reduced-Cost Constrained Modeling of Microwave and Antenna Components: Recent Advances. ICCS (5) 2020: 40-56
2010 – 2019
- 2019
- [j1]Slawomir Koziel, Anna Pietrenko-Dabrowska:
Variable-Fidelity Simulation Models and Sparse Gradient Updates for Cost-Efficient Optimization of Compact Antenna Input Characteristics. Sensors 19(8): 1806 (2019) - [c1]Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Reduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian Updates. ICCS (3) 2019: 508-522
Coauthor Index
aka: Leifur Leifsson
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