Nucleation and Growth Mechanisms of Micro/Nano Structural Manganese‐Trimesic Acid Coordinations for Aqueous Zinc‐Ion Batteries

Q Qian Li Y Yanfei Zhang X Xiaotian Guo Z Zhangbin Yang (School of Chemistry and Chemical Engineering Yangzhou University Yangzhou Jiangsu 225002 P.R. China) Y Yixuan Wang (Dr. Li Dak Sum and Yip Yio Chin Center for Stem Cells and Regenerative Medicine, Zhejiang University School of Medicine) Y Yumeng Chen (State Key Laboratory of Rice Biology and Breeding, Zhejiang Key Laboratory of Biology and Ecological Regulation of Crop Pathogens and Insects, Institute of Insect Sciences, Zhejiang University) Y Yiwen Liu H Haotian Yue (School of Chemistry and Materials Yangzhou Key Laboratory of Smart Materials and Clean Energy Yangzhou University Yangzhou Jiangsu P. R. China) S Shengjie Gao H Huijie Zhou (School of Chemistry and Chemical Engineering Yangzhou University Yangzhou Jiangsu 225002 P.R. China) J Jianfei Huang M Mohsen Shakouri (Canadian Light Source Inc., University of Saskatchewan, SK, Saskatoon S7N 2 V3, Canada) Y Yonggang Wang (Department of Chemistry and Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials, College of Smart Materials and Future Energy, Laboratory of Advanced Materials) G Guoyin Zhu (Institute of Advanced Materials and Flexible Electronics (IAMFE) School of Chemistry and Materials Science Nanjing University of Information Science and Technology Nanjing 210044 P.R. China) Z Zheng Liu Y Yizhou Zhang H Huan Pang

Abstract

Abstract Nucleation and growth of metal–organic frameworks (MOFs) are critical for controlling their morphology, size, and performance. Guided by the crystal nucleation and growth theory, this study systematically explored the effects of the sequential addition of ligand trimesic acid (BTC) and manganese ions (Mn 2+ ), ligand‐to‐metal ion ratio, solvent composition, and surfactants on the nucleation and growth of MnBTC. The regulatory mechanisms of the crystal morphology and internal structure were deeply revealed. Moreover, the established machine learning (ML) model can accurately predict the concentrations of ─COO − and Mn 2+ , providing important guidance for the controlled synthesis of MOFs in the future. In practical, the electrochemical performance of MnBTC with different morphologies and sizes was evaluated for aqueous zinc‐ion batteries. The reaction mechanism of MnBTC during the charge–discharge process was investigated through a series of in situ and ex situ characterizations, and MnBTC demonstrated excellent energy‐storage performance. This study opens a new window for the precise synthesis of MOFs, which show strongly controlled micro/nano structure and coordination environment based on the crystal nucleation and growth theory with the assistance of ML.

Article Details

Volume / Issue Vol. 64, Issue 31
Published July 28, 2025
ISSN 1433-7851
Publisher Wiley

Journal Info

Angewandte Chemie International Edition

Wiley

ISSN: 1433-7851 Physical Sciences

Authors (17)

Q

Qian Li

Y

Yanfei Zhang

X

Xiaotian Guo

Z

Zhangbin Yang

School of Chemistry and Chemical Engineering Yangzhou University Yangzhou Jiangsu 225002 P.R. China

Y

Yixuan Wang

Dr. Li Dak Sum and Yip Yio Chin Center for Stem Cells and Regenerative Medicine, Zhejiang University School of Medicine

Y

Yumeng Chen

State Key Laboratory of Rice Biology and Breeding, Zhejiang Key Laboratory of Biology and Ecological Regulation of Crop Pathogens and Insects, Institute of Insect Sciences, Zhejiang University

Y

Yiwen Liu

H

Haotian Yue

School of Chemistry and Materials Yangzhou Key Laboratory of Smart Materials and Clean Energy Yangzhou University Yangzhou Jiangsu P. R. China

S

Shengjie Gao

H

Huijie Zhou

School of Chemistry and Chemical Engineering Yangzhou University Yangzhou Jiangsu 225002 P.R. China

J

Jianfei Huang

M

Mohsen Shakouri

Canadian Light Source Inc., University of Saskatchewan, SK, Saskatoon S7N 2 V3, Canada

Y

Yonggang Wang

Department of Chemistry and Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials, College of Smart Materials and Future Energy, Laboratory of Advanced Materials

G

Guoyin Zhu

Institute of Advanced Materials and Flexible Electronics (IAMFE) School of Chemistry and Materials Science Nanjing University of Information Science and Technology Nanjing 210044 P.R. China

Z

Zheng Liu

Y

Yizhou Zhang

H

Huan Pang