Classification, performance and recycling of ceria-based materials used for chemical mechanical polishing

characterization (AFM, XPS) and DFT-ML coupled calculations to deepen multi-scale mechanism research, achieving intelligent process optimization based on machine learning, and developing specialized abrasives for third-generation semiconductors and optical crystals, thereby promoting large-scale and environmentally friendly applications in high-end manufacturing.