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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The multifunction of CLAVATA2 in plant development and immunity

The CLAVATA2 (CLV2) gene encodes a leucine-rich repeat (LRR) receptor-like protein (RLP), a class of cell surface receptors that lacks a cytoplasmic kinase domain.As such, CLV2 is capable of functioning in concert with additional receptor(s), possibly receptor-like kinase(s), to 9021 glow activate cellular responses upon ligand perception.Accumulat

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Utility of reticulocyte indices in the diagnosis of pancytopenia

Introduction: Pancytopenia is a hematological condition in which there is a reduction in all three cell lines of blood.This study aims to evaluate the utility of reticulocyte indices such as reticulocyte % (retic %), immature reticulocyte fraction (IRF), and mean reticulocyte volume (MRV) in identifying the cause of pancytopenia.Materials and Metho

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Characterizations of lactic acid bacteria derived from pickles and the effects of fermentation on phenolic compounds in peony flowers

This study aims to characterize lactic acid bacteria (LAB) in pickles and investigate the effect of lactic acid fermentation on phenolic compounds in peony flowers.Six strains of Lactobacillus plantarum and one strain of Weissella identified by 16S rRNA sequencing met the safety standards confirmed by metabolite safety assessment and antibiotic res

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Use of carnosine in the prevention of cardiometabolic risk factors in overweight and obese individuals: study protocol for a randomised, double-blind placebo-controlled trial

Introduction Carnosine, an over the counter food supplement, has been shown to improve glucose metabolism as well as cardiovascular risk factors in animal and human studies through its anti-inflammatory, antioxidative, antiglycating and chelating properties.The aim of this study is to establish if carnosine supplementation improves obesity, insulin

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