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Globalized Simulation-Driven Miniaturization of Microwave Circuits by Means of Dimensionality-Reduced Constrained Surrogates
PublicationSmall size has become a crucial prerequisite in the design of modern microwave components. Miniaturized devices are essential for a number of application areas, including wireless communications, 5G/6G technology, wearable devices, or the internet of things. Notwithstanding, size reduction generally degrades the electrical performance of microwave systems. Therefore, trade-off solutions have to be sought that represent acceptable...
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Rapid tolerance‐aware design of miniaturized microwave passives by means of confined‐domain surrogates
PublicationThe effects of uncertainties, primarily manufacturing tolerances but also incomplete information about operating conditions or material parameters, can be detrimental to the performance of microwave components. Quantification of such effects is essential to ensure a meaningful evaluation of the structure, in particular, its reliability under imperfect fabrication procedures. The improvement of the circuit robustness can be achieved...
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Rapid design optimization of compact couplers using response features and adjoint sensitivities
PublicationA technique for rapid EM-driven design optimization of compact microwave couplers is presented. Our approach exploits response features and adjoint sensitivities and allows for low-cost design closure both in terms of performance enhancement and structure miniaturization. It is demonstrated using a compact rat-race coupler working at 1 GHz and compared to adjoint-based gradient optimization.
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Data Analysis 2023/24
e-Learning CoursesData Analysisdr inż. Karol Flisikowski, prof. PG - winter semester 2023/24
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Architectural project V. Design for all 2022/23
e-Learning CoursesSEMESTER V - ACADEMIC YEAR 2022/23 ARCHITECTURAL PROJECT V CHAIR OF URBAN ARCHITECTURE AND WATERSCAPES The course is design by : Dr. eng. arch. Marek Gawdzik m.gawdzik@archplus.gda.pl mgawd@pg.gda.pl & MSc. eng.arch. Dominik Sędzicki dominik.sedzicki@pg.edu.pl TOPIC The subject of the semester project is the revitalization of one of the post-shipyard hall (No. 38 A) located at the Imperial Shipyard...
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WILiŚ - Transport gr. 1 - Matematyka II sem.2 2022/2023 (J.Woroń)
e-Learning CoursesKurs z ćwiczeń do przedmiotu "Matematyka II" przeznaczony dla studentów Wydziału Inżynierii Lądowej i Środowiska na kierunku Transport (grupa dziekańska 1) w roku akademickim 2022/2023 (semestr letni).
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WILiŚ - IS gr. 1 i 2 - Matematyka II sem.2 2021/2022 (J.Woroń)
e-Learning CoursesKurs z ćwiczeń do przedmiotu "Matematyka II" przeznaczony dla studentów Wydziału Inżynierii Lądowej i Środowiska specjalności Inżynieria sanitarna (grupy dziekańske 1 i 2) w roku akademickim 2021/2022 (semestr letni).
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WILiŚ - IS gr. 1 i 2 - Matematyka II sem.2 2022/2023 (J.Woroń)
e-Learning CoursesKurs z ćwiczeń do przedmiotu "Matematyka II" przeznaczony dla studentów Wydziału Inżynierii Lądowej i Środowiska specjalności Inżynieria sanitarna (grupy dziekańske 1 i 2) w roku akademickim 2022/2023 (semestr letni).
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WILiŚ - IS gr. 2 i 3 - Matematyka II sem.2 2023/2024 (J.Woroń)
e-Learning CoursesKurs z ćwiczeń do przedmiotu "Matematyka II" przeznaczony dla studentów Wydziału Inżynierii Lądowej i Środowiska specjalności Inżynieria sanitarna (grupy dziekańske 2 i 3) w roku akademickim 2023/2024 (semestr letni).
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Spectroscopy Methods in Nanotechnology - laboratory 2022
e-Learning CoursesCourse for 2nd degree Students of Nanotechnology, specialization Nanostructures and computer simulations in materials science, sem. 2.
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Spectroscopy Methods in Nanotechnology - laboratory 2023
e-Learning CoursesCourse for 2nd degree Students of Nanotechnology, specialization Nanostructures and computer simulations in materials science, sem. 2.
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Reduced-Cost Constrained Modeling of Microwave and Antenna Components: Recent Advances
PublicationElectromagnetic (EM) simulation models are ubiquitous in the design of microwave and antenna components. EM analysis is reliable but CPU intensive. In particular, multiple simulations entailed by parametric optimization or uncertainty quantification may considerably slow down the design processes. In order to address this problem, it is possible to employ fast metamodels. Here, the popular solution approaches are approximation...
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Performance-Driven Inverse/Forward Modeling of Antennas in Variable-Thickness Domains
PublicationDesign of contemporary antenna systems is a challenging endeavor. The difficulties are partially rooted in stringent specifications imposed on both electrical and field characteristics, demands concerning various functionalities, but also constraints imposed upon the physical size of the radiators. Furthermore, conducting the design process at the level of full-wave electromagnetic (EM) simulations, otherwise dictated by reliability,...
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Expedited Gradient-Based Design Closure of Antennas Using Variable-Resolution Simulations and Sparse Sensitivity Updates
PublicationNumerical optimization has been playing an increasingly important role in the design of contemporary antenna systems. Due to the shortage of design-ready theoretical models, optimization is mainly based on electromagnetic (EM) analysis, which tends to be costly. Numerous techniques have evolved to abate this cost, including surrogate-assisted frameworks for global optimization, or sparse sensitivity updates for speeding up local...
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Kriging metamodels and design re‐utilization for fast parameter tuning of antenna structures
PublicationThe paper addresses the problem of computationally efficient electromagnetic (EM)‐driven design closure of antenna structures. The foundations of the presented approach are fast kriging interpolation metamodels, utilized for two purposes: (a) producing a good starting point for further parameter tuning, and (b) yielding a reasonable Jacobian matrix estimate to jump‐start the optimization procedure. The models are rendered using...
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Społeczności nastawione na transport zbiorowy
e-Learning CoursesPrzedmiot Społeczności nastawione na transport zbiorowy (transit-oriented communities) obejmuje zagadnienia projektowe określane w literaturze jako inwestycje nastawione na transport zbiorowy (ang. transit oriented development - TOD), zabudowę śródmiejską w duchu vancouveryzmu oraz nowoczesnej europejskiej zabudowy kwartałowej. Student zapozna się z podstawowymi definicjami dotyczącymi powyższych zagadnień, pozna przykłady rozwiązań...
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Scattering in a section of ferrite coupled microstrip lines: theory and application in nonreciprocal devices
PublicationPrzeprowadzono analizę pełnofalową sekcji sprzężonych ferrytowych linii mikropaskowych wykorzystującą w rozwinięciu pola em fale prowadzone w izotropowych złączach wejściowych sekcji oraz jej fajl ferrytowych. W wyniku określono macierz S sekcji. Przeprowadzono modelowanie własności rozproszenia układu oraz symulację parametrów transmisyjnych układów niewzajemnych projektowanych z wykorzystaniem proponowanego układu ferrytowego.
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Ochrona środowiska - wykład
e-Learning CoursesWykłady z przedmiotu Ochrona środowiska dla studentów I semestru studiów inżynierskich kierunku Inżynieria środowiska.
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Ochrona środowiska - wykład 2023/24
e-Learning CoursesWykłady z przedmiotu Ochrona środowiska dla studentów I semestru studiów inżynierskich kierunku Inżynieria środowiska.
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Recent advances in high-frequency modeling by means of domain confinement and nested kriging
PublicationDevelopment of modern high-frequency components and circuits is heavily based on full-wave electromagnetic (EM) simulation tools. Some phenomena, although important from the point of view of the system performance, e.g., EM cross-coupling effects, feed radiation in antenna arrays, substrate anisotropy, cannot be adequately accounted for using simpler means such as equivalent network representations. Consequently, the involvement...
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Expedited Yield-Driven Design of High-Frequency Structures by Kriging Surrogates in Confined Domains
PublicationUncertainty quantification is an important aspect of engineering design, also pertaining to the development and performance evaluation of high-frequency structures systems. Manufacturing tolerances as well as other types of uncertainties, related to material parameters (e.g., substrate permittivity) or operating conditions (e.g., bending) may affect the characteristics of antennas or microwave devices. For example, in the case...
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Design centering of compact microwave components using response features and trust regions
PublicationFabrication tolerances, as well as uncertainties of other kinds, e.g., concerning material parameters or operating conditions, are detrimental to the performance of microwave circuits. Mitigating their impact requires accounting for possible parameter deviations already at the design stage. This involves optimization of appropriately defined statistical figures of merit such as yield. Alt-hough important, robust (or tolerance-aware)...
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Performance-Driven Surrogate Modeling of High-Frequency Structures
PublicationThe development of modern high-frequency structures, including microwave and antenna components, heavily relies on full-wave electromagnetic (EM) simulation models. Notwithstanding, EM-driven design entails considerable computational expenses. This is especially troublesome when solving tasks that require massive EM analyzes, parametric optimization and uncertainty quantification be-ing representative examples. The employment of...
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Technologia Budowy Okrętów II (O:098011n) _Lato 2023_Proj. i Lab.
e-Learning CoursesProjekt Na podstawie wybranej sekcji płaskiej zostanie wykonana analiza, pod względem poszczególnych procesów jej wytwarzania. Laboratorium Celem przedmiotu jest zapoznanie studentów z różnych stosowanych metody pomiarów wybranych parametrów technicznych stosowanych w przemyśle stoczniowym w warunkach laboratoryjnych.
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Seminarium dyplomowe sem.7 IW (WILiŚ IŚ) 2023/24
e-Learning CoursesKurs dedykowany jest Studentom uczestniczącym w zajęciach Seminarium dyplomowego na semestrze 7. studiów inżynierskich na WILiŚ, kierunek IŚ, specj. IW. Z założenia przeznaczony jest przede wszystkim (ale nie jedynie) dla Studentów wykonujących prace dyplomowe w Katedrze Geotechniki i Inżynierii Wodnej i/lub rozważających studiowanie na studiach II st. na specjalności Infrastruktura wodna. Treści zajęć w ramach Seminarium dyplomowego...
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Podstawy Prognozowania Gospodarczego AG1 sem3 - 2023/2024 - Nowy
e-Learning CoursesKurs dla studentów AG I sem3 prowadzony w formie grywalizacji
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Podstawy Prognozowania Gospodarczego AG1 sem3 - 2022/2023
e-Learning CoursesKurs dla studentów AG I sem3 prowadzony w formie grywalizacji
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Zasady projektowania wybranych terminali portowych (Seminarium dyplomowe - moduł 12/2)
e-Learning CoursesZasady projektowania wybranych terminali portowych (Seminarium dyplomowe - moduł 12/2) Prowadzący: dr hab. inż. arch. Karolina Krośnicka, prof. uczelni Email: karkrosn@pg.edu.pl Wydział: Architektura Rodzaj studiów: studia magisterskie Kierunek: Gospodarka Przestrzenna Specjalność: Zintegrowane Zarządzanie Strefą Przybrzeżną Rok akad.: 2019/2020 Semestr: III 15 godz. ćwiczeń Zajęcia są realizowane na platformie...
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Characterization of home-made and regional fruit wines by evaluation of correlation between selected chemical parameters
PublicationSince the last decade of the 20th century, there has been rising interest in the production of fruit wines, as evidenced by the high number of published papers and books covering this matter. When aiming to produce quality fruit wines, it is essential to evaluate the analytical parameters of the beverage. In this context, there are a large number of analyses for the evaluation of wines and fruit wines. This article characterizes...
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Gospodarka odpadami i osadami ściekowymi - wykład - NST
e-Learning CoursesWykłady z przedmiotu Gospodarka odpadami i osadami ściekowymi dla studentów 8. semestru studiów inżynierskich niestacjonarnych kierunku Inżynieria środowiska
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Gospodarka odpadami i osadami ściekowymi - wykład 2022
e-Learning CoursesWykłady z przedmiotu Gospodarka odpadami i osadami ściekowymi dla studentów 7. semestru studiów inżynierskich stacjonarnych kierunku Inżynieria środowiska
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Gospodarka odpadami i osadami ściekowymi - wykład 2023/2024
e-Learning CoursesWykłady z przedmiotu Gospodarka odpadami i osadami ściekowymi dla studentów 7. semestru studiów inżynierskich stacjonarnych kierunku Inżynieria środowiska
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Gospodarka odpadami i osadami ściekowymi - wykład 2023/2024 NST
e-Learning CoursesWykłady z przedmiotu Gospodarka odpadami i osadami ściekowymi dla studentów 8. semestru studiów inżynierskich niestacjonarnych kierunku Inżynieria środowiska
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Gospodarka odpadami i osadami ściekowymi - wykład 2023 - Nowy
e-Learning CoursesWykłady z przedmiotu Gospodarka odpadami i osadami ściekowymi dla studentów 8. semestru studiów inżynierskich niestacjonarnych kierunku Inżynieria środowiska
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Gospodarka cyrkulacyjna w mieście I sem, IŚ IZW [stac]
e-Learning CoursesKurs dla przedmiotu Gospodarka cyrkulacyjna w mieście, prowadzonego na I sem. MSU na kierunku Inżynieria Środowiska
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On geometry parameterization for simulation-driven design closure of antenna structures
PublicationFull-wave electromagnetic (EM) simulation tools have become ubiquitous in antenna design, especially final tuning of geometry parameters. From the reliability standpoint, the recommended realization of EM-driven design is through rigorous numerical optimization. It is a challenging endeavor with the major issues related to the high computational cost of the process, but also the necessity of handling several objectives and constraints...
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Two-Stage Variable-Fidelity Modeling of Antennas with Domain Confinement
PublicationSurrogate modeling has become the method of choice in solving an increasing number of antenna design tasks, especially those involving expensive full-wave electromagnetic (EM) simulations. Notwithstanding, the curse of dimensionality considerably affects conventional metamodeling methods, and their capability to efficiently handle nonlinear antenna characteristics over broad ranges of the system parameters is limited. Performance-driven...
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A Novel Trust-Region-Based Algorithm with Flexible Jacobian Updates for Expedited Optimization of High-Frequency Structures
PublicationSimulation-driven design closure is mandatory in the design of contemporary high-frequency components. It aims at improving the selected performance figures through adjustment of the structure’s geometry (and/or material) parameters. The computational cost of this process when employing numerical optimization is often prohibitively high, which is a strong motivation for the development of more efficient methods. This is especially...
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Fast geometry scaling of miniaturized microwave couplers with power split correction
PublicationRedesigning a microwave circuit for various operating conditions is a practically important yet challenging problem. The purpose of this article is development and presentation of a technique for fast geometry scaling of miniaturized microwave couplers with respect to operating frequency. Our approach exploits an inverse surrogate model constructed using several reference designs that are optimized for a set of operating frequencies...
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Efficient Gradient-Based Algorithm with Numerical Derivatives for Expedited Optimization of Multi-Parameter Miniaturized Impedance Matching Transformers
PublicationFull-wave electromagnetic (EM) simulation tools have become ubiquitous in the design of microwave components. In some cases, e.g., miniaturized microstrip components, EM analysis is mandatory due to considera¬ble cross-coupling effects that cannot be accounted for otherwise (e.g., by means of equivalent circuits). These effects are particularly pronounced in the structures in¬volving slow-wave compact cells and their numerical...
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Numerically efficient algorithm for compact microwave device optimization with flexible sensitivity updating scheme
PublicationAn efficient trust-region algorithm with flexible sensitivity updating management scheme for electromagnetic (EM)-driven design optimization of compact microwave components is proposed. During the optimization process, updating of selected columns of the circuit response Jacobian is performed using a rank-one Broyden formula (BF) replacing finite differentiation (FD). The FD update is omitted for directions sufficiently well aligned...
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Triangulation-based Constrained Surrogate Modeling of Antennas
PublicationDesign of contemporary antenna structures is heavily based on full-wave electromagnetic (EM) simulation tools. They provide accuracy but are CPU-intensive. Reduction of EM-driven design procedure cost can be achieved by using fast replacement models (surrogates). Unfortunately, standard modeling techniques are unable to ensure sufficient predictive power for real-world antenna structures (multiple parameters, wide parameter ranges,...
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Simulation-driven size-reduction-oriented design of multi-band antennas by means of response features
PublicationThis study addresses the problem of explicit size reduction of multi-band antennas by means of simulation-driven optimisation. The principal difficulty of electromagnetic (EM)-based miniaturisation of multi-band antennas is that several resonances have to be controlled independently (both in terms of their frequency allocation and depth) while attempting to reduce physical dimensions of the structure at hand. The design method...
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Electric Machines Virtual Laboratory
e-Learning CoursesThis is an educational aid for students. It shows the environment of industrial application of electric machines and allows for a look inside them. Users can see the main components of the power system in its natural environment. This course is to allow access to the VR app – Electric Machines Virtual Laboratory.
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Multi-Objective Design Optimization of Compact Quasi-Isotropic Dielectric Resonator Antenna
PublicationMulti-objective optimization of a quasi-isotropic dielectric resonator antenna (DRA) is presented. Utilization of variable-fidelity electromagnetic (EM) DRA models, response surface approximations, and response correction techniques, allows us to obtain—at a low computational cost—a set of alternative antenna designs representing the best possible trade-offs between three conflicting objectives: antenna size, its reflection response,...
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Ekologia i zrównoważony rozwój 2023/24
e-Learning CoursesWykład z przedmiotu Ekologia i zrównoważony rozwój dla studentów I semestru kierunku Inżynieria odzysku surowców i energii
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Mathematical Statistics (2022/23)
e-Learning CoursesMathematical Statistics - Data Engineering - Karol Flisikowski - winter semester 2022/23
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Small Antenna Design Using Surrogate-Based Optimization
PublicationIn this work, design of small antennas using efficient numerical optimization is investigated. We exploit variable-fidelity electromagnetic (EM) simulations and the adaptively adjusted design specifications (AADS) technique. Combination of these methods allows us to simultaneously adjust multiple geometry parameters of the antenna structure of interest in a computationally feasible manner, leading to substantial reduction of the...
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Technologia Budowy Okrętów II (O:098011n) _Lato 2023_Proj. i Lab.
e-Learning CoursesProjekt Na podstawie wybranej sekcji płaskiej zostanie wykonana analiza, pod względem poszczególnych procesów jej wytwarzania. Laboratorium Celem przedmiotu jest zapoznanie studentów z różnych stosowanych metody pomiarów wybranych parametrów technicznych stosowanych w przemyśle stoczniowym w warunkach laboratoryjnych.
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Analiza żywności 2023/2024 sem. zimowy
e-Learning CoursesKurs przeznaczony jest dla studentów studiów I stopnia realizujących zajęcia w semestrze 7 w roku akademickim 2023/2024. W ramach tego kursu będzie realizowany przedmiot Analiza żywności. Za kurs odpowiada dr hab. inż.Hanna Staroszczyk, prof. uczelni.