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Deep neural network architecture search using network morphism
PublikacjaThe paper presents the results of the research on neural architecture search (NAS) algorithm. We utilized the hill climbing algorithm to search for well-performing structures of deep convolutional neural network. Moreover, we used the function preserving transformations which enabled the effective operation of the algorithm in a short period of time. The network obtained with the advantage of NAS was validated on skin lesion classification...
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The impact of the AC922 Architecture on Performance of Deep Neural Network Training
PublikacjaPractical deep learning applications require more and more computing power. New computing architectures emerge, specifically designed for the artificial intelligence applications, including the IBM Power System AC922. In this paper we confront an AC922 (8335-GTG) server equipped with 4 NVIDIA Volta V100 GPUs with selected deep neural network training applications, including four convolutional and one recurrent model. We report...
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The ancient formula of master-apprentice relevance in contemporary architecture education.
PublikacjaThe universalization of the methodology for determining the quality of European higher education exposes the aspect of supporting the student in the education process, which takes the form of tutoring or supervising - a modern form of ancient master-apprentice relationship. The 'master' in architectural education has lawful building qualification and is a member in national architect association - a sine qua non with respect to...
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"Shaping space" programme as a tool for educating youth about architecture
PublikacjaThe Polish Architectural Policy’s vision of a systematic promotion of spatial culture has made its way into the national curriculum for 2009 – 2016 designed for various stages of child and teenager education. The objective of this effort was to furnish a basis for a system of architectural education which allows teaching society to be more conscious in their decisions as to spatial order with the effect of improving the quality...
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Timber - material of the future. Examples of small wooden architecture structures.
PublikacjaThe aim of this article is to present various types of wood-based products, classified as engineered timber, while specifying the implications of their structural properties for their forms. Timber is used as a construction material due to its fire resistance, good structural characteristics and insulating properties. The advent of new technologies of wood processing and wood-based materials production has converted timber into...
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Teaching Architecture – contemporary challenges and threats in the complexity of built environment
PublikacjaThe complexity of the modern built environment is a problem n ot only of architectural and urban issues. This issue extends to many othe r disciplines as well as covering a wide range of social engagements. The idea of writing this pa per is generally initiated by the debate which took place in Gdańs k on 22.01.2016, and was prepar ed in order to meet representatives of the four circles of interest...
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Przed modernizmem - style w gdyńskiej architekturze lat dwudziestych
PublikacjaZarówno w historiografii architektury polskiej jak i europejskiej lata dwudzieste XX wieku omawiane są głównie w kontekście rodzącego się modernizmu. Nic w tym zresztą nie ma dziwnego, bo to właśnie ten nurt wyznaczał nowe trendy i w przyszłości decydować miał o dziejach architektury w całym stuleciu. Odchodziła w przeszłość trwająca od połowy XIX wieku epoka historyzmu, a zaczynała się epoka nowa, modernistyczna. Tak więc oblicze...
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A novel architecture of Web-GIS for mapping and analysis of echinococcosis in Poland
PublikacjaEchinococcosis is an infectious disease transferred through ingestion of food or water which have been contaminated with eggs of the Echinococcus tapeworm, which are spread by intermediate parasite hosts. Because the latter are primarily territorial, research related to diagnosis and prevention of echinococcosis requires investigation of environmental factors, which can be supported with the use of a Geographical Information System...
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Vernacular and low-tech technologies in humanitarian architecture on the example of Senegal
PublikacjaHumanitarian architecture belongs to the broader trend of socially engaged architecture, whose main goal is to introduce new values to the quality of life of particular communities. Specifically, humanitarian architecture deals with aid to poverty-stricken communities. The context of economic constraints poses a particular challenge to architects and builders. It is a matter of natural necessity to look for cheap, locally available...
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A new multi-process collaborative architecture for time series classification
PublikacjaTime series classification (TSC) is the problem of categorizing time series data by using machine learning techniques. Its applications vary from cybersecurity and health care to remote sensing and human activity recognition. In this paper, we propose a novel multi-process collaborative architecture for TSC. The propositioned method amalgamates multi-head convolutional neural networks and capsule mechanism. In addition to the discovery...
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Structural analysis as a supporting method for the research of the medieval brick architecture
PublikacjaChronology of brick historical buildings might be established much more precisely than the chronology of stone ones due to the architectural and metrical analysis of bricks, mortars and brickworks. Comparison of historical sources allows to reconstruct the previous stages of constructing monuments. Causations between transformations and developments of monuments are usually interpreted as the results of artistic or ideological...
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Ad hoc prayer spaces – a challenge of the architecture of the 21th century
PublikacjaThis article considers the problem of arranging places of prayer in the vicinity of universities and dormitories. A survey was conducted among students living in the dormitories of the Gdańsk University of Technology in order to determine if there was a real need to arrange such spaces. Subsequently, examples of temporary chapels designed in the last 20 years in Western European countries were presented. Analysis of the selected...
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New Architecture of Solid-State High-Voltage Pulse Generators
PublikacjaThe application of the nanosecond pulsed electric field (nsPEF) for biomedical treatments has gained more interest in recent decades due to the development of pulsed power technologies which provides the ability to control the electric field dose applied during tests. In this context, the proposed paper describes a new architecture of solid-state high-voltage pulse generators (SSHVPG) designed to generate fully customised sequences...
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Architecture Design of a Networked Music Performance Platform for a Chamber Choir
PublikacjaThis paper describes an architecture design process for Networked Music Performance (NMP) platform for medium-sized conducted music ensembles, based on remote rehearsals of Academic Choir of Gdańsk University of Technology. The issues of real-time remote communication, in-person music performance, and NMP are described. Three iterative steps defining and extending the architecture of the NMP platform with additional features to...
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Lighting education for architects, the barriers and challenges: a survey of architecture students
PublikacjaCreating a well-lit environment requires the understanding of daylight and electric lighting design principles within the built environment. Recent years have brought a large number of new lighting assessment and design methods. The discovery of new photoreceptor cells in the eye - photosensitive retinal ganglion cells - forced lighting researchers to focus on parametrisation for the image forming (IF) and non-image forming (NIF)...
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Open Data Capability Architecture - An Interpretive Structural Modeling Approach
PublikacjaDespite of increasing availability of open data as a vital organizational resource, large numbers of startups and organizations fail when it comes to utilizing open data effectively. This shortcoming is attributable to the poor understanding of what types of capabilities are required to successfully conduct data related activities. At the same time, research on open data capabilities and how they relate to one another remains sparse....
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The (over)touristification of European historic cities: a relation between urban heritage and short-term rental market demand
PublikacjaIn this chapter, I wish to highlight the critical relationship between heritage management issues and building environment transformation. I argue that such a relationship is directly expressed through the tourism phenomenon, and it should be measured through the economic dimension of the short-term rental market, which introduces this rule of thumb: if there is a lack of demand, the brand of the city is weak; if there is too much...
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Rozdrobione odpady polimerowe- nowy problem i świadek historii wpływu człowieka na najnowsze dzieje ziemi.
PublikacjaSyntetyczne polimery są nieodłącznym towarzyszem współczesnego człowieka i dowodem jego działalności obecnym w osadach, szczególnie od połowy XX wieku. Przeciętny konsument wprowadza dziennie do środowiska około 2,4 mg mikroplastiku. Terminem "mikroplastik" określa się odpady z tworzyw sztucznych, ktorych wielkość nie przekracza 5 mm.
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Historic Urban Settings, LED Illumination and its Impact on Nighttime Perception, Visual Appearance, and Cultural Heritage Identity
PublikacjaMany cities, towns and villages around the world have adopted new Lighting Emitting Diode (LED) technology in order to save energy, operational and maintenance costs. While energy-efficient, these light sources have a critical effect on the appearance of historic sites at night and the technology has unique properties and numerous inherent drawbacks that present challenges to decision makers as well as inexperienced lighting...
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Evaluation of the changes in the rural landscape of Napachanie (Wielkopolska voivodeship) by historical analysis GIS
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Macrophyta as a vector of contemporary and historical mercury from the marine environment to the trophic web
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Assessing historical church tower asymmetry using point cloud spatial expansion
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Assessing historical church tower asymmetry using point cloud spatial expansion
PublikacjaChurch towers are key cultural heritage. In theory, towers are vertical, while facade elements are symmetrically positioned around the tower axis. However, during service of a structure, building and lifetime conditions cause deviations, with associated risks. Laser scanning point clouds can be used to assess the structural state but a universal approach was missing. The proposed algorithm first estimates the tower inclination,...
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DYNAMIC ANALYSIS OF THE IMPACT OF VIBRATION ON HISTORICAL BUILDINGS - AN OWN PROJECT OF EXTERNAL STAIRCASE
PublikacjaThis article presents numerical simulations that concern modeling of interaction of the external staircase’s construction with the observation deck on historic water tower located at Gdansk University of Technology. The interaction occurring according to various methods of the staircase's construction support on the wall of the historic tower was compared. The external staircase that allows for entering onto the monument was subjected...
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The influence of temperature on properties of the polymer flexible joint used for strengthening historical masonries
PublikacjaA new method of repairing damaged structures by filling the cracks with a specially prepared elastomeric polymer mass has been recently proposed. This new and innovative technique, known as the Flexible Joint Method (FJM), is mainly dedicated to masonries and historical objects, where minimum intervention is permitted. The flexible joint bonds the disrupted elements and ensures further safe exploitation of a damaged structure....
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Funcionality assessment of Citrus Hysteria peel as a protective barrier using gas chromatography
PublikacjaThe aim of this study was to analyse the volatile fractions of fruit peel and pulp using two-dimensional gas chromatography technique coupled with mass spectrometry. The isolation of the compounds was achieved by microextraction to the stationary phase from the headspace of the sample (HS-SPME). Mass spectrometry with time-of-flight analyser (TOF-MS) was used to identify the chemical compounds. There are no reports in the literature...
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Historical carpentry corner log joints—Numerical analysis within stochastic framework
PublikacjaThe paper presents the results of numerical analysis performed on historical, traditional carpentry corner logjoints of two basic topologies: the short-corner dovetail connection and the saddle notch connection. These types of carpentry joints are commonly used in currently preserved objects of wooden architecture. All connections have been modelled in pinewood, which has been defined in the Finite Element software MSC.Marc/Mentat...
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Theory of recognition in a historical perspective. Axel Honneth's Anerkennung: Eine europäische Ideengeschichte
PublikacjaThe article discusses Honneth excursion into the realm of the history of ideas. This time Honneth decides to laser it on the notion of "recognition" in three different cultural areas and three different traditions: French, English, and German. The article discusses Honneth's persepctive and attempts at finding the common thread that would link three aforementioned traditions.
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Assessment of Wooden Beams from Historical Buildings Using Ultrasonic Transmission Tomography
PublikacjaThe main goal of this study was non-destructive evaluation of wooden elements using ultrasonic waves. The inspection was carried out on wooden beams from a historical object. Elastic wave signals were processed by ultrasonic transmission tomography to obtain imaging of the internal structure of tested elements without disturbing their state and integrity. The focus was on the influence of wood anisotropy on the propagation of ultrasonic...
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Chora: Intervals in the Philosophy of Architecture
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Journal of Research in Architecture and Planning
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Interiors-Design Architecture Culture
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IEEE Computer Architecture Letters
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International Journal of Islamic Architecture
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Festival dell Architettura Magazine
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METU Journal of the Faculty of Architecture
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Journal of Digital Landscape Architecture
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Journal of Architecture and Civil Engineering
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Electricity demand prediction by multi-agent system with history-based weighting
PublikacjaEnergy and load demand forecasting in short-horizons, over an interval ranging from one hour to one week, is crucial for on-line scheduling and security functions of power system. Many load forecasting methods have been developed in recent years which are usually complex solutions with many adjustable parameters. Best-matching models and their relevant parameters have to be determined in a search procedure. We propose a hybrid...
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History and Perspective of Treatment Wetland in Poland – Part One: Lesson learned
PublikacjaEarly implementation of treatment wetlands under supervision of the researchers from were quite promising. The constructed facilities ensured effective wastewater treatment and sludge dewatering. In the next years a number of treatment wetland s systems were constructed without following the designing principles and left without proper maintenance. In the consequence this lead to unsatisfactory treatment results. Investigations...
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Monument of History in Gdynia - Problems with Protection of the Main Representative Axis of the City
PublikacjaThe spatial idea of the main representative axis was presented in 1938 in the project of the Representative District of Gdynia and partly realised in 1938-1939. Although the whole area was included in the Gdynia's Monument of History, now its spatial integration is on thread by the controversial current development plans
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Nomination Dossier, The Modernist Centre of Gdynia, Part 2b, History and Development
PublikacjaHistory and development of Gdynia, from Medieval times up until today. The project concerns such chapters as: Introduction; The village of Gdynia; Gdynia as a seaside resort; Construction of the port and the city in the interwar period; The modernist city centre – layout; architecture;Architecture of the city centre; South Pier and Grand District; Post-war development of Śródmieście: a continuation
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Ubodzy, chorzy, sieroty. Szpitale dawnego Gdańska w okresie średniowiecza i nowożytności
PublikacjaW książce starano się zarysować historię rozwoju i architekturę gdańskich instytucji dobroczynnych od XIV do XVIII w., a także wskazać problemy do rozwiązania w toku przyszłych badań. Zebrano spory, niepublikowany dotychczas materiał badawczy, oparty na wieloletnich studiach prowadzonych przez autorów. Książka składa się z 6 rozdziałów - dwa pierwsze dotyczą ogólnie historii i architektury szpitalnej w okresie średniowiecza i nowożytności,...
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Zeszyty Naukowe Politechniki Gdańskiej. Architektura
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Architektonické listy Fakulty architektúry STU
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Gdańsk historyczny jako tło dla współczesnej architektury (w realizacjach architektów i pracach studentów).
PublikacjaGdańsk obecnie jest jednym z bardziej atrakcyjnych miast Polski. Jednak to co jest jego wizytówką czyli Starówka jest tylko rekonstrukcją. Co istotne nie opartą na konkretnym okresie historycznym, lecz na ''wycinkach''. Odbudowa była we współczesnym stylu z uwzględnieniem historycznej oprawy. W chwili obecnej studenci, ale i dojrzali architekci zmagają się z problemem jak budować w tej strukturze.
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Integracja architektury J2EE z interfejsem 1-wire w systemie identyfikacji i akwizycji danych
PublikacjaW projekcie systemu integrującego architekturę J2EE z interfejsem pomiarowym 1-wire wykorzystano: platformę TINI jako system bazowy, klucze iButton jako metodę identyfikacji, sieć internetową jako sposób integracji z innymi systemami, J2EE jako model architektury logicznej oraz technologię JSP, Sun Application Server i MySQL. System umożliwia dodanie i usunięcie klucza z bazy danych, zapisaniehistorii interakcji, dostarczenie mechanizmu...
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Fortyfikacje Gdańska i ujścia Wisły 1454-1793 : Studium z dziejów nowożytnej architektury militarnej
PublikacjaPraca przedstawia rozwój architektury obronnej Gdańskaw latach 1454-1793. Rekonstruuje procesy projektowania, budowy i przekształceń zespołów i budowli fortecznych oraz zawiera ich szczegółowe opisy.
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INTERDYSCYPLINARNOŚĆ W EDUKACJI STUDENTÓW ARCHITEKTURY. NA PRZYKŁADZIE BADANIA ZJAWISK WIATROWYCH W ŚRODOWISKU ZABUDOWANYM
PublikacjaCelem artykułu jest prezentacja możliwości włączenia badań w zakresie aerodynamiki w proces kształcenia studentów wydziałów architektury. Opisano metodę pracy ze studentami uwzględniającą badania eksperymentalne w tunelu aerodynamicznym. Pozwala ona na rozpoznanie charakteru badanych zjawisk oraz na szersze spojrzenie na interdyscyplinarność w projektowaniu architektonicznym.
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Czasopismo Inżynierii Lądowej, Środowiska i Architektury
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