Advancing metal organic framework and covalent organic framework design via the digital-intelligent paradigm

作者：Bing Ma, Na Qin, Qianqian Yan, Wei Zhou, Sheng Zhang, Xiao Wang, Lipiao Bao, Xing Lu · 发表于：Digital Discovery · 年份：2025 · DOI：10.1039/d5dd00401b · 被引用次数：12 · 研究领域：Covalent Organic Framework Applications、Metal-Organic Frameworks: Synthesis and Applications、Advanced Photocatalysis Techniques

AI and machine learning combined with multiscale simulations accelerate framework materials design. This review summarizes AI-assisted strategies for synthesis prediction, condition optimization, and inverse functional design.