日用化学品科学2026，Vol.49Issue(2)：90-96,100,8.DOI:10.3969/j.issn.1006-7264.2026.02.015
人工智能技术在化妆品研发中的应用概况与前景
Application overview and prospects of the artificial intelligence technology in cosmetics research and development
戴镜郦 1胡晓波 1王梅杰 2余论 2罗衡 2王坦1
作者信息
- 1. 妮维雅(上海)有限公司,上海 201700
- 2. 上海元炘执药科技有限公司,上海 2000938
- 折叠
摘要
Abstract
The recent advances in the application of artificial intelligence(AI)to cosmetic ingredient discovery,formulation design,efficacy evaluation,and personalized customization were reviewed.The AI-driven pathways for screening and mechanistic analysis of novel efficacy ingredients,plant active compounds,and peptide-based raw materials have been summarized.The experimental validation results have been evaluated by QSPR,graph neural networks,and conditional generative adversarial networks in predicting foam performance,assessing skin barrier function,and grading hyperpigmentation;The commercial case of AI-driven personalized systems have been summarized.Prospects have been made that AI is shifting cosmetic R&D from empiricism to a data-centric paradigm,extending into safety assessment,stability prediction and packaging innovation.However,the surge in data sensitivity necessitates the regulatory frameworks to ensure safety and privacy.关键词
AI技术/化妆品/应用展望Key words
AI technology/cosmetics/application and prospect分类
化学化工引用本文复制引用
戴镜郦,胡晓波,王梅杰,余论,罗衡,王坦..人工智能技术在化妆品研发中的应用概况与前景[J].日用化学品科学,2026,49(2):90-96,100,8.
