A hybrid machine learning approach to determine the optimal processing window in femtosecond laser-induced periodic nanostructures
Bing Wang, Peng Wang, Jie Song, Yee Cheong Lam, Haiying Song, Yang Wang, Shibing Liu
Topics & Concepts
Artificial intelligenceDimensionality reductionFemtosecondMachine learningCluster analysisLaserMaterials scienceSupport vector machinePrincipal component analysisRandom forestCurse of dimensionalityComputer scienceNaive Bayes classifierArtificial neural networkSurface roughnessPattern recognition (psychology)OpticsPhysicsComposite materialLaser Material Processing TechniquesOcular and Laser Science ResearchSurface Roughness and Optical Measurements