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Fast machine-learning-enabled size reduction of microwave components using response features.
- Published in:
- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-73323-w
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On Accelerated Metaheuristic-Based Electromagnetic-Driven Design Optimization of Antenna Structures Using Response Features.
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- Electronics (2079-9292), 2024, v. 13, n. 2, p. 383, doi. 10.3390/electronics13020383
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- Article
Design and Optimization of a Compact Super-Wideband MIMO Antenna with High Isolation and Gain for 5G Applications.
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- Electronics (2079-9292), 2023, v. 12, n. 22, p. 4710, doi. 10.3390/electronics12224710
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- Article
Resonator-Loaded Waveguide Notch Filters with Broad Tuning Range and Additive-Manufacturing-Based Operating Frequency Adjustment Procedure.
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- Electronics (2079-9292), 2023, v. 12, n. 21, p. 4486, doi. 10.3390/electronics12214486
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- Article
Miniaturized Dual-Band SIW-Based Bandpass Filters Using Open-Loop Ring Resonators.
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- Electronics (2079-9292), 2023, v. 12, n. 18, p. 3974, doi. 10.3390/electronics12183974
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- Article
Cost-Efficient Two-Level Modeling of Microwave Passives Using Feature-Based Surrogates and Domain Confinement.
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- Electronics (2079-9292), 2023, v. 12, n. 17, p. 3560, doi. 10.3390/electronics12173560
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On Unsupervised Artificial Intelligence-Assisted Design of Antennas for High-Performance Planar Devices.
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- Electronics (2079-9292), 2023, v. 12, n. 16, p. 3462, doi. 10.3390/electronics12163462
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- Article
Broad Stopband, Low-Loss, and Ultra-Compact Dual-Mode Bandpass Filter Based on HMSIRC.
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- Electronics (2079-9292), 2023, v. 12, n. 13, p. 2831, doi. 10.3390/electronics12132831
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- Article
Reduced-Cost Optimization-Based Miniaturization of Microwave Passives by Multi-Resolution EM Simulations for Internet of Things and Space-Limited Applications.
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- Electronics (2079-9292), 2022, v. 11, n. 24, p. 4094, doi. 10.3390/electronics11244094
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- Article
Cost-Efficient EM-Driven Size Reduction of Antenna Structures by Multi-Fidelity Simulation Models.
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- Electronics (2079-9292), 2021, v. 10, n. 13, p. 1536, doi. 10.3390/electronics10131536
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- Article
Fast Design Closure of Compact Microwave Components by Means of Feature-Based Metamodels.
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- Electronics (2079-9292), 2021, v. 10, n. 1, p. 10, doi. 10.3390/electronics10010010
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- Article
Nested Kriging with Variable Domain Thickness for Rapid Surrogate Modeling and Design Optimization of Antennas.
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- Electronics (2079-9292), 2020, v. 9, n. 10, p. 1621, doi. 10.3390/electronics9101621
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- Article
Reliable Surrogate Modeling of Antenna Input Characteristics by Means of Domain Confinement and Principal Components.
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- Electronics (2079-9292), 2020, v. 9, n. 5, p. 877, doi. 10.3390/electronics9050877
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- Article
Expedited Globalized Antenna Optimization by Principal Components and Variable-Fidelity EM Simulations: Application to Microstrip Antenna Design.
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- Electronics (2079-9292), 2020, v. 9, n. 4, p. 673, doi. 10.3390/electronics9040673
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- Article
Antenna optimization using machine learning with reduced-dimensionality surrogates.
- Published in:
- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-72478-w
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- Article
Unequally-spaced slot strategy for radiation null reduction in single SIW-embedded antenna element.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-68646-7
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- Article
Design and experimental validation of a metamaterial-based sensor for microwave imaging in breast, lung, and brain cancer detection.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-67103-9
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- Article
Millimeter wave negative refractive index metamaterial antenna array.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-67234-z
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- Article
Fast EM-driven nature-inspired optimization of antenna input characteristics using response features and variable-resolution simulation models.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-60749-5
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- Article
Highly integrable planar-structured printed circularly polarized antenna for emerging wideband internet of things applications in the millimeter-wave band.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-60678-3
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- Article
Expedited re-design of multi-band passive microwave circuits using orthogonal scaling directions and gradient-based tuning.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-59512-7
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- Article
Statistical data pre-processing and time series incorporation for high-efficacy calibration of low-cost NO<sub>2</sub> sensor using machine learning.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-59993-6
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- Article
Machine-learning-based global optimization of microwave passives with variable-fidelity EM models and response features.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-56823-7
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- Article
Variable-Fidelity Simulation Models and Sparse Gradient Updates for Cost-Efficient Optimization of Compact Antenna Input Characteristics.
- Published in:
- Sensors (14248220), 2019, v. 19, n. 8, p. 1806, doi. 10.3390/s19081806
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- Article
Accelerated parameter tuning of antenna structures using inverse and feature‐based forward kriging surrogates.
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- International Journal of Numerical Modelling, 2021, v. 34, n. 5, p. 1, doi. 10.1002/jnm.2880
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- Article
Low‐cost multi‐criteria design optimization of compact microwave passives using constrained surrogates and dimensionality reduction.
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- International Journal of Numerical Modelling, 2021, v. 34, n. 3, p. 1, doi. 10.1002/jnm.2855
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- Article
Kriging metamodels and design re‐utilization for fast parameter tuning of antenna structures.
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- International Journal of Numerical Modelling, 2021, v. 34, n. 1, p. 1, doi. 10.1002/jnm.2811
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- Article
Editorial for the special issue on advances in forward and inverse surrogate modeling for high‐frequency design.
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- International Journal of Numerical Modelling, 2020, v. 33, n. 6, p. 1, doi. 10.1002/jnm.2813
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- Article
Rapid tolerance‐aware design of miniaturized microwave passives by means of confined‐domain surrogates.
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- International Journal of Numerical Modelling, 2020, v. 33, n. 6, p. 1, doi. 10.1002/jnm.2779
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- Article
Cost‐efficient performance‐driven modelling of multi‐band antennas by variable‐fidelity electromagnetic simulations and customized space mapping.
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- International Journal of Numerical Modelling, 2020, v. 33, n. 6, p. 1, doi. 10.1002/jnm.2778
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- Article
Recent Advances in Performance‐Driven Surrogate Modeling of High‐Frequency Structures.
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- International Journal of Numerical Modelling, 2020, v. 33, n. 6, p. 1, doi. 10.1002/jnm.2706
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- Article
A novel trust‐region–based algorithm with flexible Jacobian updates for expedited optimization of high‐frequency structures.
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- International Journal of Numerical Modelling, 2019, v. 32, n. 5, p. N.PAG, doi. 10.1002/jnm.2613
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- Article
Enhanced uniform data sampling for constrained data‐driven modeling of antenna input characteristics.
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- International Journal of Numerical Modelling, 2019, v. 32, n. 5, p. N.PAG, doi. 10.1002/jnm.2584
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- Article
Low-cost data-driven modelling of microwave components using domain confinement and PCA-based dimensionality reduction.
- Published in:
- IET Microwaves, Antennas & Propagation (Wiley-Blackwell), 2020, v. 14, n. 13, p. 1643, doi. 10.1049/iet-map.2020.0101
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- Article
Low‐cost data‐driven modelling of microwave components using domain confinement and PCA‐based dimensionality reduction.
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- IET Microwaves, Antennas & Propagation (Wiley-Blackwell), 2020, v. 14, n. 13, p. 1643, doi. 10.1049/iet-map.2020.0101
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- Article
Computationally-efficient design optimisation of antennas by accelerated gradient search with sensitivity and design change monitoring.
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- IET Microwaves, Antennas & Propagation (Wiley-Blackwell), 2020, v. 14, n. 2, p. 165, doi. 10.1049/iet-map.2019.0358
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- Article
Buried object characterization by data-driven surrogates and regression-enabled hyperbolic signature extraction.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-32925-6
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- Article
Deep-learning-based precise characterization of microwave transistors using fully-automated regression surrogates.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-28639-4
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- Article
Knowledge-based expedited parameter tuning of microwave passives by means of design requirement management and variable-resolution EM simulations.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-27532-4
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- Article
Low-cost quasi-global optimization of expensive electromagnetic simulation models by inverse surrogates and response features.
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- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-24250-1
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- Article
Two-stage variable-fidelity modeling of antennas with domain confinement.
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- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-20495-y
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- Article
Globalized simulation-driven miniaturization of microwave circuits by means of dimensionality-reduced constrained surrogates.
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- Scientific Reports, 2022, v. 11, n. 1, p. 1, doi. 10.1038/s41598-022-20728-0
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- Article
Low-cost yield-driven design of antenna structures using response-variability essential directions and parameter space reduction.
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- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-19411-1
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- Article
Direct constraint control for EM-based miniaturization of microwave passives.
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- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-17661-7
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- Article
High-efficacy global optimization of antenna structures by means of simplex-based predictors.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-44023-8
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- Publication type:
- Article
Optimal design of transmitarray antennas via low-cost surrogate modelling.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-42134-w
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- Article
Reduced-cost microwave modeling using constrained domains and dimensionality reduction.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-45890-x
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- Publication type:
- Article
High-efficacy global optimization of antenna structures by means of simplex-based predictors.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-44023-8
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- Publication type:
- Article
Optimal design of transmitarray antennas via low-cost surrogate modelling.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-42134-w
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- Publication type:
- Article
On nature-inspired design optimization of antenna structures using variable-resolution EM models.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-35470-4
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- Article