ANALYSIS OF THE DEVELOPMENT TRENDS AND POSTPROCESSING OF ADDITIVELY PRODUCED PARTS


AI Diffusion Model-Based Technology for Automating the Multi-Class Labeling of Electron Microscopy Datasets of Brain Cell Organelles for Their Augmentation and Synthetic Generation

A technology for the automatic multi-class labeling of brain electron microscopy (EM) objects needed to create large synthetic datasets, which could be used for brain cell segmentation tasks, is proposed.The main research tools were a generative diffusion AI model and a U-Net-like segmentation model.The technology was studied on the segmentation ta

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The Development of the Classical Observatory: From a Functional Shelter for the Telescope to the Temple of Science

At the end of the 18th century and at the beginning of the 19th century, observatory buildings underwent a change, because astronomical tools of observation had transformed from light portable equipment into permanently mounted accurate instruments.For positional astronomy, observations were mainly carried out in the meridian or in the prime vertic

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A unique assemblage of cosmopolitan freshwater bacteria and higher community diversity differentiate an urbanized estuary from oligotrophic Lake Michigan

Water quality is impacted significantly by urbanization.The delivery of increased nutrient loads to waterways is a primary characteristic of this land use change.Despite the recognized effects of nutrient loading on aquatic systems, the influence of urbanization on the bacterial community composition of these systems is not understood.We used massi

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