Anna Pietrenko-Dabrowska

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 60

Top Topics

Dimensionality Reduction

Principal Directions

Top Venues

Knowl. Based Syst.

Publications

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)
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 (2024)
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) (2024)
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 (2024)
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)
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 (2024)
Abhijnan Dikshit, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
Adaptive Sampling for Non-intrusive Reduced Order Models Using Multi-task Variance. ICCS (5) (2024)
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 (2024)
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 (2024)
Taeho Jeong, Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
Adaptive Hyperparameter Tuning Within Neural Network-Based Efficient Global Optimization. ICCS (5) (2024)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
Low-Cost Behavioral Modeling of Antennas by Dimensionality Reduction and Domain Confinement. ICCS (3) (2023)
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) (2023)
Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
Efficient Uncertainty Quantification Using Sequential Sampling-Based Neural Networks. ICCS (3) (2023)
Anna Pietrenko-Dabrowska, Slawomir Koziel
Dimensionality-reduced antenna modeling with stochastically established constrained domain. Knowl. Based Syst. 271 (2023)
Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
Constrained Aerodynamic Shape Optimization Using Neural Networks and Sequential Sampling. ICCS (3) (2023)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
Expedited Metaheuristic-Based Antenna Optimization Using EM Model Resolution Management. ICCS (3) (2023)
Anna Pietrenko-Dabrowska, Slawomir Koziel
Rapid antenna optimization with restricted sensitivity updates by automated dominant direction identification. Knowl. Based Syst. 268 (2023)
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) (2023)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
Multi-criterial Design of Antennas with Tolerance Analysis Using Response-Feature Predictors. ICCS (3) (2022)
Yen-Chen Liu, Leifur Leifsson, Anna Pietrenko-Dabrowska, Slawomir Koziel
Analysis of Agricultural and Engineering Systems Using Simulation Decomposition. ICCS (3) (2022)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Piotr Plotka
On Improved-Reliability Design Optimization of High-Frequency Structures Using Local Search Algorithms. IEEE Access 10 (2022)
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) (2022)
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)
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) (2022)
Anna Pietrenko-Dabrowska, Slawomir Koziel
Optimization-based robustness enhancement of compact microwave component designs with response feature regression surrogates. Knowl. Based Syst. 240 (2022)
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 (2022)
Yen-Chen Liu, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska
Neural Network-Based Sequential Global Sensitivity Analysis Algorithm. ICCS (3) (2022)
Anna Pietrenko-Dabrowska, Slawomir Koziel
Fast EM-driven parameter tuning of microwave circuits with sparse sensitivity updates via principal directions. Knowl. Based Syst. 252 (2022)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
Global Design Optimization of Microwave Circuits Using Response Feature Inverse Surrogates. ICCS (3) (2022)
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 (2022)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
Expedited Optimization of Passive Microwave Devices Using Gradient Search and Principal Directions. ICCS (3) (2022)
Slawomir Koziel, Anna Pietrenko-Dabrowska
Knowledge-based performance-driven modeling of antenna structures. Knowl. Based Syst. 237 (2022)
Slawomir Koziel, Anna Pietrenko-Dabrowska
Rapid design centering of multi-band antennas using knowledge-based inverse models and response features. Knowl. Based Syst. 252 (2022)
Slawomir Koziel, Anna Pietrenko-Dabrowska
Global EM-driven optimization of multi-band antennas using knowledge-based inverse response-feature surrogates. Knowl. Based Syst. 227 (2021)
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 (2021)
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 (2021)
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)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
Expedited Trust-Region-Based Design Closure of Antennas by Variable-Resolution EM Simulations. ICCS (4) (2021)
Anna Pietrenko-Dabrowska, Slawomir Koziel
On EM-Driven Size Reduction of Antenna Structures With Explicit Constraint Handling. IEEE Access 9 (2021)
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)
Slawomir Koziel, Anna Pietrenko-Dabrowska
Rapid Multi-Criterial Antenna Optimization by Means of Pareto Front Triangulation and Interpolative Design Predictors. IEEE Access 9 (2021)
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)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
Improved Design Closure of Compact Microwave Circuits by Means of Performance Requirement Adaptation. ICCS (4) (2021)
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 (2020)
Slawomir Koziel, Anna Pietrenko-Dabrowska
Rapid Optimization of Compact Microwave Passives Using Kriging Surrogates and Iterative Correction. IEEE Access 8 (2020)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Muath Al-Hasan
Cost-Efficient Bi-Layer Modeling of Antenna Input Characteristics Using Gradient Kriging Surrogates. IEEE Access 8 (2020)
Anna Pietrenko-Dabrowska, Slawomir Koziel
Antenna Modeling Using Variable-Fidelity EM Simulations and Constrained Co-Kriging. IEEE Access 8 (2020)
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 (2020)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Muath Al-Hasan
Expedited Yield Optimization of Narrow- and Multi-Band Antennas Using Performance-Driven Surrogates. IEEE Access 8 (2020)
Slawomir Koziel, Anna Pietrenko-Dabrowska
Fast Multi-Objective Optimization of Antenna Structures by Means of Data-Driven Surrogates and Dimensionality Reduction. IEEE Access 8 (2020)
Slawomir Koziel, Anna Pietrenko-Dabrowska
Expedited Feature-Based Quasi-Global Optimization of Multi-Band Antenna Input Characteristics With Jacobian Variability Tracking. IEEE Access 8 (2020)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Muath Al-Hasan
Design-Oriented Two-Stage Surrogate Modeling of Miniaturized Microstrip Circuits With Dimensionality Reduction. IEEE Access 8 (2020)
Slawomir Koziel, Anna Pietrenko-Dabrowska
Recent Advances in High Frequency Modeling by Means of Domain Confinement and Nested Kriging. IEEE Access 8 (2020)
Anna Pietrenko-Dabrowska, Slawomir Koziel
Simulation-Driven Antenna Modeling by Means of Response Features and Confined Domains of Reduced Dimensionality. IEEE Access 8 (2020)
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 (2020)
Anna Pietrenko-Dabrowska, Slawomir Koziel
On Inadequacy of Sequential Design of Experiments for Performance-Driven Surrogate Modeling of Antenna Input Characteristics. IEEE Access 8 (2020)
Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
Reduced-Cost Constrained Modeling of Microwave and Antenna Components: Recent Advances. ICCS (5) (2020)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Muath Al-Hasan
Improved-Efficacy Optimization of Compact Microwave Passives by Means of Frequency-Related Regularization. IEEE Access 8 (2020)
Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
Reduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian Updates. ICCS (3) (2019)
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) (2019)