1.Deep Applications of Machine Learning in the Steelmaking Industry: Opportunities and Challenges

ZONG Nanfu1,HAN Yongde2,YANG Jun1,WANG Zizheng3,JING Tao4,Jean-Christophe GEBELIN5

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2.Design and Optimizationof ProcessParametersfor Aerospace CylindricalCastingBased on MachineLearning

SHENG Ziyi, QIU Haoyue, SHEN Houfa

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3.Researchon the Predictionof Oxygen Consumptionin Convertersvia Bayesian-optimizedMachineLearning

DING Zhihao1,XIN Zicheng1, 2,ZHANG Jiangshan1,LIU Qing1

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4.Developmentof a Real-timeEndpointCompositionPredictionModel for BOF SteelmakingBased on an ImprovedRandom Forest Algorithm

LIU Xiaohang1,2,PAN Jia1,3,LIU Chang1,2,HE Zhu1,2,LI Guangqiang1,2,WANG Qiang1,2

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5.Data-drivenCorrelationAnalysisof Mold Level Fluctuationand Slag EntrapmentDefects

LU Zhihao1,2,ZHAO Chenguang3,MA Yongdong4,CHEN Yu3,SHANG Shizhen3, LI Boyang1,2,JIA Jixiang1,2

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6.Dual-ModalTarget DetectionMethod for Steel SurfaceDefects

LI Qinqin, WANG Kuiyue, SONG Baoyu, SONG Jun, MA Xiaoguo

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7.Prediction of the Shrinkage Porosity of 8-ton 9Cr3Mo Steel Ingot via the Transformer Model

1. Jiangyin Huarun Steel Co., Ltd., Wuxi 214404,China; 2. School of Metallurgical Engineering, Anhui

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8.Researchon the Impact of High-strengthSteel Microstructure-property AnalysisBased on MachineVision Technology

Researchon the Impact of High-strengthSteel Microstructure-property AnalysisBased on MachineVision T

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9.Impact of MicrostructuralInhomogeneity and Geometrically Necessary Dislocations on the Bauschinger Effect in 18Ni Maraging Steel

ZHAO Jinze, ZHONG Hong, ZHU Jiaxi, LI Bo, LI Shuangming

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10.Influenceof TemperingTimes on the Microstructureand Mechanical Propertiesof P92 Steel Welds for Ultra-supercriticalUnits

WANG Yu1,HU Pengfei1,JIAN Yongxin2,HUANG Zhifu2

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11.ResearchProgressin InvestmentCastingTechnologyof Ti and TiAl Alloys for AerospaceApplications

BI Weiqing1,2,LI Guangzhi3,SU Chi3,LI Wei3,PU Sihong2,LI Long2

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12.CastingProcessDesign and Optimizationof the Valve Body

CHEN Guobao1,GAO Tongwang1,ZHAO Chengbin1,LU Qiyan1,HUANG Rongsen1,LIAO Longxing1,2

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13.SolutionHeat Treatmentof AdditivelyManufacturedMagnesiumAlloy

ZHANG Ming1,XU Yuleng1,WANG Wenli2

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