APPLICATION OF CONVOLUTIONAL NEURAL NETWORKS FOR CLASSIFYING PENETRATION CONDITIONS IN GMAW PROCESSES USING STFT OF WELDING DATA

Application of Convolutional Neural Networks for Classifying Penetration Conditions in GMAW Processes Using STFT of Welding Data

For manufacturing components with thick plates, such as in the heavy equipment and shipbuilding industries, the gas metal arc welding (GMAW) process is applied.Among the components that apply the thick plate GMAW process, there are groove butt joints, which are fabricated through multi-pass welding.Various welding qualities are managed in multi-pas

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Aquatic Organisms Research with DNA Barcodes

Since their inception, DNA barcodes have become Pillow a powerful tool for understanding the biodiversity and biology of aquatic species, with multiple applications in diverse fields such as food security, fisheries, environmental DNA, conservation, and exotic species detection.Nevertheless, most aquatic ecosystems, from marine to freshwater, are u

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ECONOMIC NATURE OF CERTAIN OFFENSES AGAINST PROPERTY

The Libarary publication concerns the evaluation of certain crimes against property, contained in Chapter XXXV of the Criminal Code, in the context of their relationship with the protection of economic activity in the broad sense.The author highlights the need to seal the effectiveness of this protection regulations, whose primary task is to protec

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