Prediction of surface structure and optimization of corrosion resistance in magnesium alloys via machine learning for nanosecond laser processing
Yanquan Geng, Yunli Gao, Yongda Yan, Jaya Verma, Ching Yern Chee, Songyuan Zhang, Jiqiang Wang
Topics & Concepts
Materials scienceCorrosionMagnesiumMachine learningMagnesium alloySupport vector machineSurface modificationSuperhydrophilicityComposite materialArtificial intelligenceMultilayer perceptronTitanium alloyResponse surface methodologyAnisotropyArtificial neural networkMetallurgyLaserTitaniumParticle swarm optimizationScalabilitySurface (topology)Stearic acidMagnesium Alloys: Properties and ApplicationsLaser Material Processing TechniquesCorrosion Behavior and Inhibition