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 Nail Biting welding qualities are managed

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Fast and reliable identification of axons, axon initial segments and dendrites with local field potential recording

The axon initial segment Nail Biting (AIS) is an essential neuronal compartment.It is usually where action potentials are initiated.Recent studies demonstrated that the AIS is a plastic structure that can be regulated by neuronal activity and by the activation of metabotropic receptors.Studying the AIS in live tissue can be difficult because its id

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A WHITE PALETTE GATHERING

Storytelling, a tenet of Critical Race Theory, offers a distinct approach for researchers engaging in narrative inquiry.This article models a fiction as research approach for creating a literature synthesis as a pedagogical strategy for teacher educators and pre-service teachers.The white palette refers to a painting palette, a blank slate or canva

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Effect of tool transverse speed and pin offset on the properties of friction stir welding Al6061-St52 dissimilar joint

The present study aimed to create an Al6061-St52 dissimilar joint and investigate the effect of the transverse speed and the pin offset by the friction stir welding (FSW) process.Aluminum to steel dissimilar welding is difficult by fusion methods because of the formation of brittle intermetallic compounds (IMCs).Therefore, FSW parameters were deter

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