Machine learning-assisted design of Al2O3–SiO2 porous ceramics based on few-shot datasets
Zhenhao Sun, Nanyan Hu, Lihua Ke, Yafei Lv, Yujie Liu, Yixuan Bai, Zhibing Ou, Jiangli Li
Topics & Concepts
Random forestMachine learningArtificial intelligenceComputer scienceSupport vector machineGeneralizationRegressionFeature (linguistics)Shot (pellet)Materials scienceData miningPattern recognition (psychology)StatisticsMathematicsMetallurgyMathematical analysisLinguisticsPhilosophyAdvanced ceramic materials synthesisUltrasonics and Acoustic Wave PropagationInnovative concrete reinforcement materials