Machine learning guided discovery of water stable metal–organic frameworks for photocatalytic hydrogen production

Chemical Science 2026 Open access

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Authors: Xiao Niu, Z. H. Zhang, Xiaoyu Wu, Yan Liu, Y Cui, Jianwen Jiang
DOI: 10.1039/d5sc08277c
Cited by: 10
References: 33

Abstract

A hierarchical machine learning strategy is developed to accelerate the discovery of photocatalytically active MOFs with robust water stability for hydrogen production.

Fields of Study & Subjects

Metal-Organic Frameworks: Synthesis and Applications Advanced Photocatalysis Techniques Covalent Organic Framework Applications

Publication details

Journal / source
Chemical Science
Publisher
Royal Society of Chemistry (RSC)
Volume
17
Issue
11
Pages
5376–5386
Publication date
1 January 2026
Language
EN