AI-Driven Biomaterial Design: An Intelligent Closed Loop From Reverse Design to Biological Response

January 2026 in “ Frontiers in Cell and Developmental Biology ”

Minglei Liu, Yichuan Zhou, Xiaohan Mei, Zehao Yu, Boyun Guan, Yi Xiao, S S Liu, Hao Wang, Yanguo Qin

artificial intelligence biomaterial design therapeutic needs high-throughput prediction virtual screening material performance production efficiency biological systems personalized medicine precision medicine

Studysummary This study reviews the transformative role of artificial intelligence in biomaterial design, highlighting its ability to reduce costs through virtual screening, enhance material performance, and predict biological interactions to advance personalized and precision medicine.

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