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Wyniki wyszukiwania dla: hyperparameters tuning
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A multiparameter simulation-driven analysis of ship response when turning concerning a required number of irregular wave realizations
PublikacjaThe growing implementation of Decision Support Systems on modern ships, digital-twin technology, and the introduction of autonomous vessels cause the marine industry to seek accurate modeling of vessel response. Despite the contemporary 6DOF models can be used to predict ship motions in irregular waves, the impact of their stochastic realization is usually neglected and remains under-investigated. Especially in the case of turning, differences...
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Solubility Characteristics of Acetaminophen and Phenacetin in Binary Mixtures of Aqueous Organic Solvents: Experimental and Deep Machine Learning Screening of Green Dissolution Media
PublikacjaThe solubility of active pharmaceutical ingredients is a mandatory physicochemical characteristic in pharmaceutical practice. However, the number of potential solvents and their mixtures prevents direct measurements of all possible combinations for finding environmentally friendly, operational and cost-effective solubilizers. That is why support from theoretical screening seems to be valuable. Here, a collection of acetaminophen...
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Neural Approximators for Variable-Order Fractional Calculus Operators (VO-FC)
PublikacjaThe paper presents research on the approximation of variable-order fractional operators by recurrent neural networks. The research focuses on two basic variable-order fractional operators, i.e., integrator and differentiator. The study includes variations of the order of each fractional operator. The recurrent neural network architecture based on GRU (Gated Recurrent Unit) cells functioned as a neural approximation for selected...
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Using Long-Short term Memory networks with Genetic Algorithm to predict engine condition
PublikacjaPredictive maintenance (PdM) is a type of approach for maintenance processes, allowing maintenance actions to be managed depending on the machine's current condition. Maintenance is therefore carried out before failures occur. The approach doesn’t only help avoid abrupt failures but also helps lower maintenance cost and provides possibilities to manufacturers to manage maintenance budgets in a more efficient way. A new deep neural...
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A method of risk and safety assessment during the ship salvage using the hazard, release and consequence analysis = Metoda oceny ryzyka i bezpieczeństwa w czasie ratowania statku uszkodzonego przy użyciu analizy zagrożeń, uwolnień i konsekwencji wypadku
PublikacjaW pracy przedstawiono metody oceny bezpieczeństwa statków w stanie uszkodzonym proponowane przez IMO. Przedstawiono proponowaną metodę oceny bezpieczeństwa statku w stanie uszkodzonym. Opisano podstawowe elementy analizy ryzyka wraz z modelem ryzyka nieprzetrwania katastrofy przez statek.
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Typing of Candida isolates from patients with invasive infection and concomitant colonization
PublikacjaWe investigated the relationship between colonizing and invasive isolates from patients with candidaemia. Molecular typing was performed using random amplification of polymorphic DNA (RAPD) and multilocus sequence typing (MLST). We found MLST to be sufficient for typing Candida isolates, and that surveillance cultures are helpful in predicting concomitant invasive isolates, but not necessarily the pathogen involved in subsequent...
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Experimental determination of useful resistance value during pasta dough kneading
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Telehealth and Artificial Intelligence Insights into Healthcare during the COVID-19 Pandemic
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Cerebral tissue oxygenation during cranial osteopathic CV4 procedure in newborns
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Medical Students' Voluntary Service During the COVID-19 Pandemic in Poland
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Mechanical chest compression with the LifeLine ARM device during simulated CPR
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Which vascular access technique should be chosen during hypovolemic shock?
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Endotracheal intubation during manual inline cervical stabilization performed by nurses
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Comparison of the UEScope videolaryngoscope with the Macintosh laryngoscope during simulated cardiopulmonary resuscitation
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An Insight into the Stages of Ion Leakage during Red Blood Cell Storage
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Obstructive sleep apnea and heart rate asymmetry microstructure during sleep
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Numerical analysis of the influence of combustible material on the temperature field during fire
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CMS data processing workflows during an extended cosmic ray run
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Water Reservoirs as an Element of Shaping Water Resources of Post-Mining Areas
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Social health of people with dementia during the SARS-CoV-2 pandemic
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Nitrogen pathways during sewage treatment in constructed wetlands in temporary climate
PublikacjaThe objectives of this paper is to estimate the role and quantity of the unit process responsible for removal or/and retention of nitrogen in different types of constructed wetlands in vegetation season and outside vegetation season. To estimate the role of the plant two objects inhabited one with willow and the other with reed were selected to assessment. Among anthers it was indicated that the concentrations of contamination...
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Cutting Forces and Vibrations During Ball End Milling of Inclined Surfaces
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Modeling of cutter displacements during ball end milling of inclined surfaces
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The analysis of instantaneous tool displacements during precise ball end milling
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Treatment outcomes and related clinical characteristics in patients with burning mouth syndrome
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Influence of Boron Carbide on Core Degradation During Severe Accidents in LWRs
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Oxidative Stress Level in the Testes of Mice and Rats during Nickel Intoxication
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MANAGEMENT OF THE POST-MINING AREAS IN DEVELOPMENT POLICY OF ZIELONA GORA (POLAND)
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New challenges in palliative care in Poland during the COVID-19 pandemic
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Investigating Preattentive Features for Modelling Human Behaviour During Visual Search
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Modeling of CO Accumulation in the Headspace of the Bioreactor during Organic Waste Composting
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Are Radicals Formed During Anion-Exchange Membrane Fuel Cell Operation?
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The Influence of Workpiece Hardness on Plate Temperature during One Side Lapping
PublikacjaLapping leads to a surface with low roughness and high precision. Because of required parts accuracy tool flatness is the key to the successful machining. To avoid its excessive thermal expansion, plate temperature research was taken. The goal was to determine the correlation between the basic lapping conditions and wheel temperature. In work Bulsara et al. authors developed model to estimate the maximum and average temperature...
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Mobile operators at war: opinion mining and sentiment analysis on social media
PublikacjaConsidering hermetic and very competitive market such as mobile operator ones, social media has become best alternative for contact with customer and gathering data and opinions. Different style of running social media profiles is giving different results. The research presented in this paper aims to show the number of responses gathered from polish Internet users and its sentiment for mobile operator brands. It also presents practical...
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Effects of Addictive Substances During Pregnancy and Infancy and Their Analysis in Biological Materials
PublikacjaThe use of addictive substances during pregnancy is a serious social problem, not only because of effects on the health of the woman and child, but also because drug or alcohol dependency it detracts from childcare and enhances the prospect of child neglect and family breakdown. Developing additive substance abuse treatment programs for pregnant women is socially important and can help ensure the health of babies, prevent subsequent...
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Vibration surveilance during milling of flexible details with a use of the optimal control
PublikacjaPraca dotyczy nadzorowania drgań podczas często obserwowanego w przypadku nowoczesnych procesów obróbkowych frezowania przedmiotów podatnych smukłymi narzędziami. Sformułowano: macierzowe równanie dynamiki, energetyczny wskaźnik jakości i optymalny sygnał sterujący we współrzędnych hybrydowych. Przeprowadzono symulacje komputerowe procesu frezowania dla różnych parametrów modelu obliczeniowego i rożnych ścieżek narzędzia. Zaproponowano...
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Taking advantage of symmetries: Gathering of many asynchronous oblivious robots on a ring
PublikacjaOne of the recently considered models of robot-based computing makes use of identical, memoryless mobile units placed in nodes of an anonymous graph. The robots operate in Look-Compute-Move cycles; in one cycle, a robot takes a snapshot of the current configuration (Look), takes a decision whether to stay idle or to move to one of the nodes adjacent to its current position (Compute), and in the latter case makes an instantaneous...
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Nitrogen fraction fluctuation during wastewater treatment in a multistage treatment wetland
PublikacjaAlthough the size of pollutants discharged to a WWTP plays an important and often underestimated role in characterizing treat ability and hence the degree of contaminant removal of wastewater. From one hend In order to obtain efficient nitrogen removal in thedenitrification process, sufficient amounts of bioavailable carbon source should be ensured bur for the other hand in TWs, particulates from the wastewater are naturally trapped...
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Influence of substituents in vinyl groups on reactivity of parylene during polymerization process
PublikacjaPraca zawiera wyniki obliczeń kwantowych wielokonfiguracyjnych i DFT mechanizmów reakcji parylenu i cząsteczek z wiązaniami podwójnymi w fazie gazowej. Zbadany został i zanalizowany wpływ podstawników w strukturach alkenów na reaktywność parylenu i alkenów.
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Vibration surveillance during milling of flexible details with a use of the optimal control
PublikacjaPraca dotyczy nadzorowania drgań podczas obróbki frezem kulistym zakrzywionych przedmiotów podatnych. Utworzono model hybrydowy niestacjonarnego układu drgającego i wydzielono podukłady: strukturalny, modalny oraz łączący. Istotnym zadaniem było utworzenie modelu przedmiotu podatnego w konwencji metody elementów skończonych oraz uzyskanie dobrej zgodności modelu z wynikami eksperymentalnej analizy modalnej obiektu rzeczywistego.
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Calculation of motion trajectory and geometric parameters of the trawl during pelagic fishing
PublikacjaThis paper presents a mathematical model of the mass centre motion trajectory of the trawl, its main geometrical parameters, way of solving the model as well as its example results. It could be useful to define optimum parameters of safe, effective and environmentally friendly pelagic fishing.
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Influence of inorganic fillers on the degradation of polypropylene membranes during membrane distillation
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Histopathological examination of tissue resected during bariatric procedures – to be done or not to be done?
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Assessment of reformer tubes degradation during longterm service at elevated temperatures
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Pounding of structures during earthquakes modelled by nonlinear viscoelastic impact element.
PublikacjaAnalizowano zderzenia konstrukcji budowlanych podczas trzęsień ziemi wykorzystując model lepkosprężysty siły zderzenia. W analizie, zachowanie konstrukcji o różnych własnościach dynamicznych symulowane jest modelem dyskretnym o skupionych masach. wyniki badań pokazują, iż zderzenie może prowadzić do znacznego wzrostu odpowiedzi konstrukcji mniej sztywnej i lżejszej.
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Harmonic Synthesis: A Novel Electrochemical Method for Corrosion Rate Moni-toring
PublikacjaPraca przedstawia metodę wyznaczania chwilowej szybkości korozji metali opa-rtą na pomiarach prądów harmonicznych elektrody pobudzanej sinusoidalnym sy-gnałem napięciowym o niskiej częstotliwości i amplitudzie rzędu 10-30 mV,zapewniającej nieniszczący charakter badań. Opisano podstawy teoretyczne tejmetody nazwanej syntezą harmoniczną (SH). Jest ona oparta na dyskretnej syn-tezie quasi-stacjonarnej krzywej polaryzacji z prądów...
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Intercomparison on measurements of PCBs in pork fat during the Belgian PCB-crisis
PublikacjaW pracy przedstawiono wyniki porównania międzylaboratoryjnego oznaczania PCB w tłuszczu wieprzowym. Porównanie międzylaboratoryjne przeprowadzono w związku z tzw. "belgijskim kryzysem PCB" w latach 1999-2000. W porównaniu uczestniczyło 31 laboratoriów. Materiałem do badań były wyprodukowane w Instytucie Metod i Pomiarów Odniesienia (IRMM) w Geel - Belgia, trzy materiały odniesienia zawierające PCB w tłuszczu wieprzowym (suma PCB...
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Predicting the peak structural displacement preventing pounding of buildings during earthquakes
PublikacjaThe aim of the present paper is to verify the effectiveness of the artificial neural network (ANN) in predicting the peak lateral displacement of multi-story building during earthquakes, based on the peak ground acceleration (PGA) and building parameters. For the purpose of the study, the lumped-mass multi-degree-of-freedom structural model and different earthquake records have been considered. Firstly, values of stories mass and...
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DESIGNING OF PARKING SPACES TAKING INTO ACCOUNT THE PARAMETERS OF DESIGN VEHICLES IN RUSSIA
PublikacjaNowadays, in all the cities, there is an acute problem of a lack of parking spaces. The number of vehicles are becoming more and more larger, not only in megacities, but in small cities of the country, as well and there are no more parking places - the pace of solving the problem is several times slower than the rate of the transport growth among the citizens. The article is dedicated to the determination of the optimum sizes parking...
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The Impact of Lexicon Adaptation on the Emotion Mining From Software Engineering Artifacts
PublikacjaSentiment analysis and emotion mining techniques are increasingly being used in the field of software engineering. However, the experiments conducted so far have not yielded high accuracy results. Researchers indicate a lack of adaptation of the methods of emotion mining to the specific context of the domain as the main cause of this situation. The article describes research aimed at examining whether the adaptation of the lexicon...