Search results for: MOOC, ONLINE LEARNING, DIFFUSION OF INNOVATIONS, EDUCATIONAL TECHNOLOGY, OPEN EDUCATION - Bridge of Knowledge

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Search results for: MOOC, ONLINE LEARNING, DIFFUSION OF INNOVATIONS, EDUCATIONAL TECHNOLOGY, OPEN EDUCATION

Search results for: MOOC, ONLINE LEARNING, DIFFUSION OF INNOVATIONS, EDUCATIONAL TECHNOLOGY, OPEN EDUCATION

  • Uczelnia organizacją z domieszka turkusu - sznasa czy iluzja?

    Publication

    - e-mentor - Year 2021

    Po kilkuletnich dyskusjach nad przyszłym kształtem szkolnictwa wyższego w Polsce, zarówno na poziomie systemowym, jak i instytucjonalnym, w 2018 r. uchwalono ustawę Prawo o szkolnictwie wyższym i nauce, zwaną dalej Ustawą (2018). Regulacja ta wraz z pakietem rozporządzeń poszerzyła autonomię uczelni w zakresie organizacyjno-zarządczym, jednocześnie potęgując znaczenie ich rozliczalności. Wzmocnienie władzy rektora spowodowało zmianę...

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  • Capacity Transforming challenges into opportunities

    Publication

    - Year 2022

    The Urban Initiative Laboratory (UIL) aims to upgrade the smart city concept in Gdańsk by introducing the Food-Water-Energy (FWE) nexus to the city. It was agreed in the CRUNCH international consortium that projects on different scales would be implemented in the individual countries to test the Integrated Decision Supportive system platform, which would, in principle, concern urban scale. The regular urban scale was to be researched...

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  • Fulbright STEM Impact Award

    Events

    22-03-2022 11:00 - 22-03-2022 12:30

    Spotkanie online dla zainteresowanych udziałem w programie Fulbrighta: STEM Impact Award.

  • Tomasz Szymański dr inż. arch.

    Tomasz Szymanski (Ph.D.) is an architect and an assistant professor at the Faculty of Architecture of the Technical University of Gdansk. Graduated at the Faculty of Architecture of the Technical University of Gdansk. Studies completed with a diploma with honors. Research Interests Dr. Tomasz Szymanski are centered around the issue of industrial heritage, re-use, adaptation and revitalization of industrial buildings and objects...

  • Warsztaty IEEE

    Events

    27-11-2024 10:00 - 27-11-2024 12:30

    Zapraszamy na dwie sesje tematyczne, podczas których omówione zostaną techniki efektywnego wyszukiwania na platformie IEEE Xplore oraz zagadnienia związane z przygotowaniem artykułu do publikacji w czasopismach IEEE.

  • Magdalena Ciesielska dr inż.

    Magdalena Ciesielska is an Assistant Professor at the Department of Informatics in Management, Faculty of Management and Economics, Gdańsk University of Technology, Poland. She holds a PhD in Business Economics and Management. Her areas of research and expertise are interdisciplinary and include governance and management of digital government at national, sectoral and local level, open data, digital inclusion, and contribution...

  • Piotr Płotka dr hab. inż.

    Piotr Płotka received the M.Sc. and D.Eng. degrees in electronic engineering from the Gdansk University of Technology, Poland, in 1976 and 1985. In 2008 he received D.Sc. (Dr.Hab.) degree, also in electronic engineering, from the Institute of Electron Technology at Warsaw, Poland. From 1977 he was with Academy of Technology and Agriculture at Bydgoszcz, Poland and from 1981 with the Gdansk University of Technology.  In cooperation...

  • Phong B. Dao D.Sc., Ph.D.

    People

    Phong B. Dao received the Engineer degree in Cybernetics in 2001, the M.Sc. degree in Instrumentation and Control in 2004, both from Hanoi University of Science and Technology in Vietnam, and the Ph.D. degree in Control Engineering in 2011 from the University of Twente, the Netherlands. In May 2020, Dr. Dao received the degree of D.Sc. (Habilitation) in Mechanical Engineering from the AGH University of Science and Technology, Poland....

  • Finite Element Method

    e-Learning Courses
    • B. Sobczyk
    • M. Malikan

    Item Name : Finite Element Method- Abaqus learning Field of study : Civil Engineering Faculty : Faculty of Civil and Environmental Engineering Education level : Second degree studies Form of studies : Full-time studies Year of studies : 1 Study semester : 2 Start of the semester : November 2021 Academic year of the course : 2021/2022 Form of classes : Lecture, Laboratory

  • Elective design II Reinventing Gdańsk / Reinventing Gdynia

    e-Learning Courses
    • K. Życzkowska

    The workshop will examine important modern architectural buildings in Gdańsk/ Gdynia in different political, cultural, economic and environmental contexts. The students will be divided into groups. Each group will be led by the curator of the exhibition. They will identify and evaluate the architectural values of the building through analyses, deconstructions and syntheses, focusing on understanding the basic principles of architecture...

  • Measurements of radiation emission of a portable power bank with a capacity of 5200 mAh

    Open Research Data

    The dataset contains the emission measurement results that are part of comprehensive tests carried out for portable power banks with different capacities. The measurements were performed in the frequency range from 30 MHz to 3 GHz using a Gigahertz Transverse Electromagnetic (GTEM) cell. The test setup was configured to measure a portable power bank...

  • Measurements of radiation emission of a portable power bank with a capacity of 2600 mAh

    Open Research Data

    The dataset contains the emission measurement results that are part of comprehensive tests carried out for portable power banks with different capacities. The measurements were performed in the frequency range from 30 MHz to 3 GHz using a Gigahertz Transverse Electromagnetic (GTEM) cell. The test setup was configured to measure a portable power bank...

  • ANALIZA STANU TECHNICZNEGO RUROCIĄGÓW: WODY PRZeMYSŁOWEJ I SOLANKI

    Pracę wykonano na zlecenie Przedsiębiorstwa Badawczo-Wdrożeniowego "HYDRO-POMP" Sp. z o.o. ul. Wróblewskiego 19, 93-578 Łódź. Wykonawcą zlecenia jest Politechnika Gdańska, Wydział Chemiczny, Katedra Elektrochemii, Korozji i Inżynierii Materiałowej, 80-233 Gdańsk, ul. G. Narutowicza 11/12. Celem pracy była analiza stanu technicznego i badania dwóch rurociągów: solanki oraz wody przemysłowej. Badania wykonywano w warunkach terenowych...

  • How do personality traits influence Open Government Data (OGD) adoption and usage? Investigating the indirect and moderating effects

    Publication
    • N. Rizun
    • C. H. Alexopoulos
    • S. Saxena
    • F. Kleiman
    • R. Matheus

    - Year 2023

    Open Government Data (OGD) research has focused for a long on the adoption and usage from the perspectives of users across different contexts. The underlying rationale for this specific focus is that OGD initiatives are undertaken to further citizen engagement with OGD for value generation and innovation purposes. Conceding that usage propensity is different across individuals, it is important to understand the influence of personality...

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  • Bibliometric analysis of artificial intelligence in wastewater treatment: Current status, research progress, and future prospects

    Publication

    - Journal of Environmental Chemical Engineering - Year 2024

    Wastewater treatment is an important topic for improving water quality and environmental protection, and artificial intelligence has become a powerful tool for wastewater treatment. This work provides research progress and a literature review of artificial intelligence applied to wastewater treatment based on the visualization of bibliometric tools. A total of 3460 publications from 2000 to 2023 were obtained from the Web of Science...

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  • INBETS+ Innovative Business Transfer Models for SMEs in the BSR +

    Projects

    Project manager: dr inż. Marzena Grzesiak   Financial Program Name: Europejska Współpraca Terytorialna

    Project realized in Department of Management according to #016 agreement from 2021-03-17

  • Precise Identification of Different Cervical Intraepithelial Neoplasia (CIN) Stages, Using Biomedical Engineering Combined with Data Mining and Machine Learning

    Publication

    - Year 2024

    Cervical cancer (CC) is one of the most common female cancers worldwide. It remains a significant global health challenge, particularly affecting women in diverse regions. The pivotal role of human papillomavirus (HPV) infection in cervical carcinogenesis underscores the critical importance of diagnostic strategies targeting both HPV infection and cervical...

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  • Paweł Rościszewski dr inż.

    People

    Paweł Rościszewski received his PhD in Computer Science at Gdańsk University of Technology in 2018 based on PhD thesis entitled: "Optimization of hybrid parallel application execution in heterogeneous high performance computing systems considering execution time and power consumption". Currently, he is an Assistant Professor at the Faculty of Electronics, Telecommunications and Informatics, Gdańsk University of Technology, Poland....

  • AGREEMIP: The Analytical Greenness Assessment Tool for Molecularly Imprinted Polymers Synthesis

    Publication

    - ACS Sustainable Chemistry & Engineering - Year 2024

    Molecular imprinting technology is well established in areas where a high selectivity is required, such as catalysis, sensing, and separations/sample preparation. However, according to the Principles of Green Chemistry, it is evident that the various steps required to obtain molecularly imprinted polymers (MIPs) are far from ideal. In this regard, greener alternatives to the synthesis of MIPs have been proposed in recent years....

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  • Catalytic Mechanism of Non-Target DNA Cleavage in CRISPR-Cas9 Revealed by Ab Initio Molecular Dynamics

    Publication

    - ACS Catalysis - Year 2020

    CRISPR-Cas9 is a cutting-edge genome editing technology, which uses the endonuclease Cas9 to introduce mutations at desired sites of the genome. This revolutionary tool is promising to treat a myriad of human genetic diseases. Nevertheless, the molecular basis of DNA cleavage, which is a fundamental step for genome editing, has not been established. Here, quantum–classical molecular dynamics (MD) and free energy methods are used...

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  • Mobile inventory system for hydrotechnical objects using data from multiple sensors operating simultaneously

    Publication

    - HYDROACOUSTICS - Year 2016

    The knowledge of the location, shape and other characteristics of spatial objects in the coastal areas has a significant impact on the functioning of ports, shipyards, and other water-infrastructure facilities, both offshore and inland. Therefore, measurements are taken of the underwater part of the waterside zone, which means the bottom of water and other underwater objects (e.g. breakwaters, docks, etc.), and objects above the...

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  • Hybrid P3HT: PCBM/GaN nanowire/Si cascade heterojunction for photovoltaic application

    Publication

    - JOURNAL OF NANOPARTICLE RESEARCH - Year 2020

    Poly(3-hexylthiophene) (P3HT) and phenyl-C61-butyric acid methyl ester (PCBM) are commonly used for the fabrication of organic photovoltaics (OPV). Efficiency limitations of OPVs could be circumvented by incorporation of inorganic nanostructures into organic blends. Again, integration of organic solar cells with well-developed silicon photovoltaic technology is ultimately desirable. In present work, GaN nanowires with diameters...

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  • Sub-national structures matter when evaluating physical activity promotion: Lessons from Germany

    Publication
    • S. Forberger
    • P. Gelius
    • S. Messing
    • K. Volf
    • L. Kelly
    • S. J. E. Taylor
    • J. Żukowska
    • J. Lakerveld
    • C. Woods

    - EUROPEAN JOURNAL OF PUBLIC HEALTH - Year 2020

    Background Public policies are increasingly acknowledged as important part of promoting physical activity (PA). However, especially in states with sub-national administrative structures such as Germany, national and sub-national approaches differ considerably. In Germany, sport for all (SfA) promotion is mostly organized at sub-national level, which is usually not covered in national evaluations. Knowledge of these structures helps...

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  • Stefan Niewitecki dr inż. arch.

    People

    W dniu 29.07.1977 r. ukończenie Studium Podyplomowego Kształcenia Pedagogicznego Nauczycieli Akademickich (świadectwo Nr 301, wynik dobry). Dnia 29.04.1982 r. nagroda III stopnia Rektora Politechniki  Gdańskiej, zespołowa za ''Studium wpływu ujęcia wody Gdańsk-Lipce na stateczność obiektów budowlanych w rejonie leja depresyjnego.'' W 1986 r. nagroda Rektora Politechniki Gdańskiej za ''Orzeczenie i projekt techniczny wzmocnienia...

  • Innovations in Wastewater Treatment: Harnessing Mathematical Modeling and Computer Simulations with Cutting-Edge Technologies and Advanced Control Systems

    Publication
    • J. Drewnowski
    • B. Szeląg
    • F. Sabba
    • M. Piłat-Rożek
    • A. Piotrowicz
    • G. Łagód

    - Journal of Ecological Engineering - Year 2023

    The wastewater treatment landscape in Central Europe, particularly in Poland, has undergone a profound transformation due to European Union (EU) integration. Fueled by EU funding and rapid technological advancements, wastewater treatment plants (WWTPs) have adopted cutting-edge control methods to adhere to EU Water Framework Directive mandates. WWTPs contend with complexities such as variable flow rates, temperature fluctuations,...

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  • Prediction of maximum tensile stress in plain-weave composite laminates with interacting holes via stacked machine learning algorithms: A comparative study

    Publication

    Plain weave composite is a long-lasting type of fabric composite that is stable enough when being handled. Open-hole composites have been widely used in industry, though they have weak structural performance and complex design processes. An extensive number of material/geometry parameters have been utilized for designing these composites, thereby an efficient computational tool is essential for that purpose. Different Machine Learning...

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  • Instrument detection and pose estimation with rigid part mixtures model in video-assisted surgeries

    Localizing instrument parts in video-assisted surgeries is an attractive and open computer vision problem. A working algorithm would immediately find applications in computer-aided interventions in the operating theater. Knowing the location of tool parts could help virtually augment visual faculty of surgeons, assess skills of novice surgeons, and increase autonomy of surgical robots. A surgical tool varies in appearance due to...

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  • Kriging-assisted hybrid reliability design and optimization of offshore wind turbine support structure based on a portfolio allocation strategy

    Publication
    • D. Meng
    • H. Yang
    • S. Yang
    • Y. Zhang
    • A. M. D. Jesus
    • J. A. Correia
    • T. Fazeres-Ferradosa
    • W. Macek
    • R. Branco
    • S. Zhu

    - OCEAN ENGINEERING - Year 2024

    In recent years, offshore wind power generation technology has developed rapidly around the world, making important contributions to the further development of renewable energy. When designing an Offshore Wind Turbine (OWT) system, the uncertainties in parameters and different types of constraints need to be considered to find the optimal design of these systems. Therefore, the Reliability-Based Design Optimization (RBDO) method...

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  • Adaptive Positioning Systems Based on Multiple Wireless Interfaces for Industrial IoT in Harsh Manufacturing Environments

    Publication
    • J. Mongay Batalla
    • C. X. Mavromoustakis
    • G. Mastorakis
    • N. Xiong, Naixue
    • J. Woźniak

    - IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS - Year 2020

    As the industrial sector is becoming ever more flexible in order to improve productivity, legacy interfaces for industrial applications must evolve to enhance efficiency and must adapt to achieve higher elasticity and reliability in harsh manufacturing environments. The localization of machines, sensors and workers inside the industrial premises is one of such interfaces used by many applications. Current localization-based systems...

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  • Wykorzystanie mediów społecznościowych do promocji otwartości w badaniach naukowych na przykładzie Biblioteki Politechniki Gdańskiej

    Publication

    - Year 2021

    Media społecznościowe są jednym ze sposobów na skuteczną promocję zasobów oraz usług bibliotecznych w obecnym świecie cyfrowym. Stanowią również niedocenianą możliwość komunikacji pomiędzy naukowcami, bibliotekarzami a czytelnikami. Biblioteka akademicka może aktywnie angażować się w proces upowszechniania dorobku naukowego uczelni, podejmując w tym celu różnorakie działania marketingowe, wykorzystując takie serwisy jak: Facebook,...

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  • Muhammad Usman PhD

    People

    Muhammad Usman is a researcher at the Gdansk University of Technology, currently working on the BE-Light project focused on face skin analysis using multimodal imaging and machine learning methods. He previously worked as a Hardware Test Engineer at Apple Inc., specializing in the rigorous testing and validation of electronic systems, ensuring reliability and performance. He holds a Master of Science in Automation and Control from...

  • Wyzwania bezpieczeństwa nowoczesnych platform nauczania zdalnego

    W artykule zaprezentowano aspekty bezpieczeństwa nowoczesnych platform nauczania zdalnego. Przedstawiono ich charakterystykę i wyzwania technologiczne. Zdefiniowano bezpieczeństwo i istniejące w tym obszarze zagrożenia. Przybliżono metody oceny poziomu bezpieczeństwa. Na bazie wdrożonej na Politechnice Gdańskiej platformy eNauczanie PG omówiono sposoby zapewniania zakładanego poziomu bezpieczeństwa takich systemów.

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  • The New Test Procedure for Group-Type Composition of Base Oils of Lubricating Oils, Especially Emitted into the Environment

    Mineral base oil, a product of multistep fine refining of the relevant fractions from vacuum distillation of crude oil, is a main component of so-called mineral lubricating oils containing aliphatic and alicyclic substituted aromatic hydrocarbons, i.e., derivatives of benzene and biphenyl. Mineral lubricating oil is composed mostly of mineral base oil and a low amount of enriching additives, most often products of advanced organic...

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  • The Comparison of the Web GIS Applications Relevant for 4D Models Sharing

    Publication

    - Year 2019

    The paper presents results of the project: Cultural Heritage Through Time (CHT 2, http://cht2-project.eu) realized accomplished within the framework of the “Joint Programming Initiative in Cultural Heritage” JPI-CH (http://www.jpi-culturalheritage.eu) by an international consortium: Politecnico di Milano (IT), Newcastle University (UK), Salamanca University (ES), and Stanislaw Staszic Scientific Association SSSA (a non-profit...

  • 2023_Reinventing Gdansk_Elective seminar

    e-Learning Courses
    • K. Życzkowska

    The workshop will examine important modern architecturalbuildings in Gdansk in different political, cultural, economicand environmental contexts. The students will be dividedinto groups. Each group will be led by the curator of theexhibition. They will identify and evaluate the architecturalvalues of the building through analyses, deconstructions andsyntheses, focusing on understanding the basic principles ofarchitecture and establishing...

  • Introducing concurrent engineering to space and satellite technology undergraduate course

    Publication

    - Year 2018

    In recent decade concurrent engineering has become a de facto leading methodology of work in space, aeronautics and sometimes even automotive industry. It has been used in designing ESA space missions for 20 years now, with rst Concurrent Design Facility (CDF) built in ESTEC in 1998. Still, it has not become a universal standard in engineering, and universities are specically reluctant to adopt it into their curricula. As a result,...

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  • Performance Analysis of Machine Learning Methods with Class Imbalance Problem in Android Malware Detection

    Publication
    • A. G. Akintola
    • A. O. Balogun
    • H. A. Mojeed
    • F. Usman-Hamza
    • S. A. Salihu
    • K. S. Adewole
    • G. B. Balogun
    • P. O. Sadiku

    - International Journal of Interactive Mobile Technologies - Year 2022

    Due to the exponential rise of mobile technology, a slew of new mobile security concerns has surfaced recently. To address the hazards connected with malware, many approaches have been developed. Signature-based detection is the most widely used approach for detecting Android malware. This approach has the disadvantage of being unable to identify unknown malware. As a result of this issue, machine learning (ML) for detecting malware...

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  • Szymon Olewniczak mgr inż.

    People

    I've been a part of the Gdansk University of Technology since 2013, when I started my bachelor's degree in computer science at the Faculty of Electronics, Telecommunications and Informatics. After receiving my master's degree in 2019, I've been working as an assistant at the Department of Computer Architecture. Since 2024, I am also the deputy head of my department. My research interests revolve around various NLP related topics,...

  • A new open-source software developed for numerical simulations usingdiscrete modeling methods

    The purpose of this work is to present the development of an open-source software based on a discrete description of matter applied to study the behavior of geomaterials. This software uses Object Oriented Programming techniques, and its methodology design uses three different methods, which are the Discrete Element Method (DEM) [F. Donzé, S.A. Magnier, Formulation of a three-dimensional numerical model of brittle behavior, Geophys....

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  • How can Systems Thinking Help Us Handling the COVID-19 Crisis?

    Publication

    - Year 2020

    Purpose: COVID-19 pandemic outbreak remains one of the most influential events in the global economy over the recent years. While being primarily public health-related, it has a tremendous impact on many other aspects, such as public transport, education, and business management. Many businesses were forced to introduce rapid changes to their business models in order to survive. The aim of this paper is to show the complexity and...

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  • More Than just Antioxidants: Redox-Active Components and Mechanisms Shaping Redox Signalling Network

    settingsOrder Article Reprints This is an early access version, the complete PDF, HTML, and XML versions will be available soon. Open AccessReview More Than just Antioxidants: Redox-Active Components and Mechanisms Shaping Redox Signalling Network by Monika Kuczyńska,Patrycja Jakubek andAgnieszka Bartoszek *ORCID Faculty of Chemistry, Gdańsk University of Technology, 80-233 Gdańsk, Poland * Author to whom correspondence should...

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  • IATUL Fall Seminar - Connecting in a disconnected world.

    Events

    15-12-2021 12:00 - 15-12-2021 15:45

      We invite both current community members and other people interested in IATUL's activities to the online seminar on December 15, 2021. During the meeting, we will talk about the mission and activities of the organisation, as well as the benefits of belonging to the IATUL community. In addition, Special Interest Groups (SIGs), analysing...

  • Anna Sobala mgr

    People

    Anna Sobala is working as a librarian in User Services Division in Library of Gdańsk University of Technology. She graduated classical philology in Gdańsk University. From 2018 she is involved in project ‘Bridge of Data. Multidisciplinary Open Knowledge Transfer System - stage II: Open Research Data’.

  • Muhammad Jamshed Abbass Phd in Electrical Engineering

    People

    Muhammad Jamshed Abbass received the M.S. degree in electrical engineering from Riphah International University, Islamabad. He is currently pursuing the Ph.D. degree with the Wrocław University of Science and Technology, Wroclaw, Poland. His research interests include machine learning, voltage stability within power systems, control design, analysis, the modeling of electrical power systems, the integration of numerous decentralized...

  • Sczepność międzywarstwowa w nowobudowanych nawierzchniach w Polsce

    W artykule przedstawiono analizę wyników badań sczepności międzywarstwowej warstw asfaltowych przeprowadzonych na podstawie danych z monitoringu właściwości fizyko-mechanicznych warstw asfaltowych z lat 2012-2013. Monitoring prowadziły Laboratoria Drogowe oddziałów GDDKiA w ramach własnych badań kontrolnych podczas realizowanych inwestycji. Analizie poddano 7043 wyników badań sczepności międzywarstwowej badanych próbek, odwierconych...

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  • Identyfikacja regionalna i branżowa oraz poziom zaangażowania jako determinanty sukcesu inicjatywy klastrowej Interizon

    Publication

    Celem niniejszego artykułu jest analiza trzech wybranych składowych tożsamości grupowej w inicjatywie klastrowej Interizon: identyfikacji regionalnej, identyfikacji branżowej oraz zaangażowania w sprawy inicjatywy oraz ocena ich wpływu na dotychczasowe sukcesy inicjatywy. Autorki opierały się na wynikach badań zrealizowanych w 2014 roku wśród członków inicjatywy Interizon. Badania przeprowadzone były dwufazowo, w oparciu o obserwacje...

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  • Machine-learning-based precise cost-efficient NO2 sensor calibration by means of time series matching and global data pre-processing

    Air pollution remains a considerable contemporary challenge affecting life quality, the environment, and economic well-being. It encompasses an array of pollutants—gases, particulate matter, biological molecules—emanating from sources such as vehicle emissions, industrial activities, agriculture, and natural occurrences. Nitrogen dioxide (NO2), a harmful gas, is particularly abundant in densely populated urban areas. Given its...

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  • Expedited Machine-Learning-Based Global Design Optimization of Antenna Systems Using Response Features and Multi-Fidelity EM Analysis

    Publication

    - Year 2024

    The design of antenna systems poses a significant challenge due to stringent per-formance requirements dictated by contemporary applications and the high com-putational costs associated with models, particularly full-wave electromagnetic (EM) analysis. Presently, EM simulation plays a crucial role in all design phases, encompassing topology development, parametric studies, and the final adjustment of antenna dimensions. The latter...

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  • Data-driven Models for Predicting Compressive Strength of 3D-printed Fiber-Reinforced Concrete using Interpretable Machine Learning Algorithms

    Publication
    • M. Arif
    • F. Jan
    • A. Rezzoug
    • M. A. Afridi
    • M. Luqman
    • W. A. Khan
    • M. Kujawa
    • H. Alabduljabbar
    • M. Khan

    - Case Studies in Construction Materials - Year 2024

    3D printing technology is growing swiftly in the construction sector due to its numerous benefits, such as intricate designs, quicker construction, waste reduction, environmental friendliness, cost savings, and enhanced safety. Nevertheless, optimizing the concrete mix for 3D printing is a challenging task due to the numerous factors involved, requiring extensive experimentation. Therefore, this study used three machine learning...

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  • Machine-Learning-Powered EM-Based Framework for Efficient and Reliable Design of Low Scattering Metasurfaces

    Popularity of metasurfaces has been continuously growing due to their attractive properties including the ability to effectively manipulate electromagnetic (EM) waves. Metasurfaces comprise optimized geometries of unit cells arranged as a periodic lattice to obtain a desired EM response. One of their emerging application areas is the stealth technology, in particular, realization of radar cross section (RCS) reduction. Despite...

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