Significance Extreme ultraviolet (EUV) lithography is the most advanced photolithography technology used in semiconductor device fabrication to fabricate integrated circuits (ICs), providing a guarantee for a 3 nm node that is currently in mass production.Random defect in EUV lithography is a key problem that limits yield improvement. The extremely reduced feature size places much higher requirements on the regularity of the chemical structure of the photoresist components. However, chemical stochastics, such