Zhi-Min Zhang

Zhi-Min Zhang

Central South University

H-index: 27

Asia-China

About Zhi-Min Zhang

Zhi-Min Zhang, With an exceptional h-index of 27 and a recent h-index of 22 (since 2020), a distinguished researcher at Central South University, specializes in the field of Chemometrics, Cheminformatics, Analytical Chemistry, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

GCMSFormer: A Fully Automatic Method for the Resolution of Overlapping Peaks in Gas Chromatography–Mass Spectrometry

Large-Scale Glass-Transition Temperature Prediction with an Equivariant Neural Network for Screening Polymers

Automatic damage identification of Sanskrit palm leaf manuscripts with SegFormer

Deep learning-based method for automatic resolution of gas chromatography-mass spectrometry data from complex samples

Highly automatic and universal approach for pure ion chromatogram construction from liquid chromatography-mass spectrometry data using deep learning

Fusion of Quality Evaluation Metrics and Convolutional Neural Network Representations for ROI Filtering in LC–MS

Highly accurate and large-scale collision cross sections prediction with graph neural networks

Ultra-fast and accurate electron ionization mass spectrum matching for compound identification with million-scale in-silico library

Zhi-Min Zhang Information

University

Position

___

Citations(all)

3847

Citations(since 2020)

2625

Cited By

2076

hIndex(all)

27

hIndex(since 2020)

22

i10Index(all)

63

i10Index(since 2020)

49

Email

University Profile Page

Central South University

Google Scholar

View Google Scholar Profile

Zhi-Min Zhang Skills & Research Interests

Chemometrics

Cheminformatics

Analytical Chemistry

Deep Learning

Top articles of Zhi-Min Zhang

Title

Journal

Author(s)

Publication Date

GCMSFormer: A Fully Automatic Method for the Resolution of Overlapping Peaks in Gas Chromatography–Mass Spectrometry

Analytical Chemistry

Zixuan Guo

Yingjie Fan

Chuanxiu Yu

Hongmei Lu

Zhimin Zhang

2024/4/1

Large-Scale Glass-Transition Temperature Prediction with an Equivariant Neural Network for Screening Polymers

ACS omega

Zheng Long

Hongmei Lu

Zhimin Zhang

2024/1/26

Automatic damage identification of Sanskrit palm leaf manuscripts with SegFormer

Heritage Science

Yue Wang

Ming Wen

Xiao Zhou

Feng Gao

Shuai Tian

...

2024/1/2

Deep learning-based method for automatic resolution of gas chromatography-mass spectrometry data from complex samples

Journal of Chromatography A

Yingjie Fan

Chuanxiu Yu

Hongmei Lu

Yi Chen

Binbin Hu

...

2023/2/8

Highly automatic and universal approach for pure ion chromatogram construction from liquid chromatography-mass spectrometry data using deep learning

Journal of Chromatography A

Yuxuan Liao

Miao Tian

Hailiang Zhang

Hongmei Lu

Yonglei Jiang

...

2023/8/30

Fusion of Quality Evaluation Metrics and Convolutional Neural Network Representations for ROI Filtering in LC–MS

Analytical Chemistry

Hailiang Zhang

Zhenbo Xu

Xiaqiong Fan

Yue Wang

Qiong Yang

...

2023/1/4

Highly accurate and large-scale collision cross sections prediction with graph neural networks

Communications Chemistry

Renfeng Guo

Youjia Zhang

Yuxuan Liao

Qiong Yang

Ting Xie

...

2023/7/4

Ultra-fast and accurate electron ionization mass spectrum matching for compound identification with million-scale in-silico library

Nature Communications

Qiong Yang

Hongchao Ji

Zhenbo Xu

Yiming Li

Pingshan Wang

...

2023/6/22

基于气相色谱-质谱联用的血府逐瘀汤治疗大鼠颅脑损伤的血浆代谢组学研究

分析测试学报

范帆, 张志敏, 卢红梅

2020

Deep-Learning-Based Mixture Identification for Nuclear Magnetic Resonance Spectroscopy Applied to Plant Flavors

Molecules

Yufei Wang

Weiwei Wei

Wen Du

Jiaxiao Cai

Yuxuan Liao

...

2023/11/1

A Universal and Accurate Method for Easily Identifying Components in Raman Spectroscopy Based on Deep Learning

Analytical Chemistry

Xiaqiong Fan

Yue Wang

Chuanxiu Yu

Yuanxia Lv

Hailiang Zhang

...

2023/3/13

An end-to-end method for palm-leaf manuscript segmentation based on U-Net

Journal of Cultural Heritage

Yue Wang

Shuai Tian

Ming Wen

Yuezhe Ruan

Qiaotao Tao

...

2023/9/1

Deep Learning-Based Method for Compound Identification in NMR Spectra of Mixtures

Molecules

Weiwei Wei

Yuxuan Liao

Yufei Wang

Shaoqi Wang

Wen Du

...

2022/6/7

EasyCID: Make component identification easy in Raman spectroscopy

Chemometrics and Intelligent Laboratory Systems

Yue Wang

Xiaqiong Fan

Shuai Tian

Hailiang Zhang

Jinyu Sun

...

2022/12/15

Prediction of drug-likeness using graph convolutional attention network

Bioinformatics

Jinyu Sun

Ming Wen

Huabei Wang

Yuezhe Ruan

Qiong Yang

...

2022/12/1

Two-stage iteratively reweighted smoothing splines for baseline correction

Chemometrics and Intelligent Laboratory Systems

Jiajin Wei

Chen Zhu

Zhi-Min Zhang

Ping He

2022/8/15

Fully automatic resolution of untargeted GC-MS data with deep learning assistance

Talanta

Xiaqiong Fan

Zhenbo Xu

Hailiang Zhang

Dabiao Liu

Qiong Yang

...

2022/7/1

IsoResolve: predicting splice isoform functions by integrating gene and isoform-level features with domain adaptation

Bioinformatics

Hong-Dong Li

Changhuo Yang

Zhimin Zhang

Mengyun Yang

Fang-Xiang Wu

...

2021/2/15

Chromatographic Profiling with Machine Learning Discriminates the Maturity Grades of Nicotiana tabacum L. Leaves

Separations

Yi Chen

Miao Tian

Gaokun Zhao

Hongmei Lu

Zhimin Zhang

...

2021/1/19

Retention time prediction in hydrophilic interaction liquid chromatography with graph neural network and transfer learning

Journal of Chromatography A

Qiong Yang

Hongchao Ji

Xiaqiong Fan

Zhimin Zhang

Hongmei Lu

2021/10/25

See List of Professors in Zhi-Min Zhang University(Central South University)

Co-Authors

H-index: 83
Yi-Zeng Liang

Yi-Zeng Liang

Central South University

H-index: 11
Ming Wen

Ming Wen

Central South University

H-index: 10
Min He   贺敏

Min He 贺敏

XiangTan University

H-index: 4
Xinbo Liu

Xinbo Liu

Central South University

H-index: 2
Jiajin Wei

Jiajin Wei

Hong Kong Baptist University

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