Radar (radio detection and ranging) is a vital technology needed in air defense systems that are used to monitor the country from enemy threats. Radar is used to detect targets and direct fighter aircraft to defend ag...
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Electron microscopy is indispensable for examining the morphology and composition of solid materials at the sub-micron *** study the powder samples that are widely used in materials development,scanning electron micro...
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Electron microscopy is indispensable for examining the morphology and composition of solid materials at the sub-micron *** study the powder samples that are widely used in materials development,scanning electron microscopes(SEMs)are increasingly used at the laboratory scale to generate large datasets with hundreds of *** these images to identify distinct particles and determine their morphology requires careful analysis,and automating this process remains *** this work,we enhance the Mask R-CNN architecture to develop a method for automated segmentation of particles in SEM *** address several challenges inherent to measurements,such as image blur and particle ***,our method accounts for prediction uncertainty when such issues prevent accurate segmentation of a *** that disparate length scales are often present in large datasets,we use this framework to create two models that are separately trained to handle images obtained at low or high *** testing these models on a variety of inorganic samples,our approach to particle segmentation surpasses an established automated segmentation method and yields comparable results to the predictions of three domain experts,revealing comparable accuracy while requiring a fraction of the *** findings highlight the potential of deep learning in advancing autonomous workflows for materials characterization.
Traffic congestion is a common problem in metropolitan areas, with vehicles on the road increasing annually. The queue of vehicles at intersections contributes to traffic congestion, highlighting the need for adaptive...
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An emotionally recognised area of research has already been quite prominent. EEG brain signals have recently been used to recognise an individual's mental condition. Attention often plays a key role in human devel...
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In Indonesia, the Sundanese language is known for its diverse dialects. The distinction between the Bantenese and South Sundanese dialects lies in their usage of words, which can give the impression of shouting. These...
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The theses is in line with works aimed at studying the possibility of using mathematical algorithms for parallel processing of information in reverse blockchain technology. The paper examines the use of parallel signa...
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Hypertension is a global health concern with an increasing prevalence, underscoring the need for effective monitoring and analysis of blood pressure (BP) *** analyzed a substantial BP dataset comprising 75,636,128 rec...
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The rapid growth of data in the digital era has made classification techniques a critical component of machine learning, particularly in supervised learning methods. These techniques enable computers to learn from lab...
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Recent investments in industrial digitization together with the concrete need for short-term planning capabilities mean digital twins can effectively aid enterprises in the management of their production systems and v...
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In the article, the authors will present a transmission model based on fifth-generation radio communication technology, which is the basis for the creation of FRMCS (Future Railway Mobile Communication System) for rai...
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