Artificial Intelligence in Cosmetic Formulation: Predictive Modeling for Safety, Tolerability, and Regulatory Perspectives

Artificial intelligence (AI) and machine learning (ML) are increasingly transforming the landscape of cosmetic formulation, enabling the development of safer, more effective, and personalized products. This article explores how AI-driven predictive modeling is applied across various components of co...

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發表在:	Cosmetics
Main Authors:	Antonio Di Guardo, Federica Trovato, Carmen Cantisani, Annunziata Dattola, Steven P. Nisticò, Giovanni Pellacani, Alessia Paganelli
格式:	Article
語言:	英语
出版:	MDPI AG 2025-07-01
主題:	artificial intelligence cosmetic formulation predictive modeling computational toxicology skin sensitization
在線閱讀:	https://www.mdpi.com/2079-9284/12/4/157