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A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples

Shuai Ma, Jiewu Leng, Zhuyun Chen, Bo Li, Xing Li, Ding Zhang, Weihua Li, Qiang Liu

2023Expert Systems with Applications44 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligenceDomain (mathematical analysis)Machine learningTransfer of learningConvolutional neural networkAdversarial systemDomain knowledgeDeep learningVariable (mathematics)Sample (material)Artificial neural networkLabeled dataMathematicsChromatographyChemistryMathematical analysisAdvanced Measurement and Metrology TechniquesAdvanced machining processes and optimizationWelding Techniques and Residual Stresses
A novel weakly supervised adversarial network for thermal error modeling of electric spindles with scarce samples | Litcius