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乔智威 (Zhiwei Qiao)

Guangzhou University

41H-index
111Paper Count
4.6KCitation Count
Published Papers 74
Publication Date
Machine learning and MOFid assisted high-throughput computational screening of MOFs for kinetic adsorption of low-concentration NH3 from air
err2026-04-19
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PREAI
errYingtong Lin; Huiqiong Weng; Lingtao Gong; Yufang Wu; Zhiwei Huang; Lanlan Zhang; Juanjuan Du; Xiangxiang Ren; He Huang; Zhiwei Qiao
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Pore topology fingerprints and big-data mining to accelerate the design of high-performance metal-organic frameworks
err2026-02-14
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PREAI
errYujuan Yang; Qiuhong Huang; Shuhua Li; Juanjuan Du; Zhongyuan Ming; Heguo Li; Hong Liang; Kaikai Ma; Lintao Gong; Yingtong Lin; Yue Zhao; Yufang Wu; Zhiwei Qiao
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Efficient and explainable transformer-based language models for property prediction in metal-organic frameworks
err2025-10-05
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PREAI
errYizhen Situ; Yanling Chen; Wenxuan Li; Zhiwei Qiao; Lifeng Ding; Qingyuan Yang
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An asymmetric 2D braiding strategy for balancing hoop and axial strength in SiC/SiC composite nuclear fuel cladding
err2025-09-09
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PREAI
errFengminyu Xie; Zhaoke Chen; Zhiwei Qiao; Zhennan Xu; Zongxu Wu; Yishan Li; Hongyin Yue; Rongkun Yang; Jiaxiang Xue; Zhengmao Yang; Xiang Xiong
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Interpretable Machine-Learning and Big Data Mining to Predict the CO2 Separation in Polymer-MOF Mixed Matrix Membranes
err2025-02-27
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errOAAI
errWan, H; Fang, Y; Hu, M; Guo, SY; Sui, ZQ; Huang, XS; Liu, ZL; Zhao, Y; Liang, H; Wu, YF; Gao, HY; Qiao, ZW
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A Multi-Method Approach to Analyzing MOFs for Chemical Warfare Simulant Capture: Molecular Simulation, Machine Learning, and Molecular Fingerprints
err2025-01-24
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errOAAI
errMing, Zhongyuan; Zhang, Min; Zhang, Shouxin; Li, Xiaopeng; Yan, Xiaoshan; Guan, Kexin; Li, Yu; Peng, Yufeng; Li, Jinfeng; Li, Heguo; Zhao, Yue; Qiao, Zhiwei
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Unraveling the separation mechanism of gas mixtures in MOFs by combining the breakthrough curve with machine learning and high-throughput calculation
err2024-11-01
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PREAI
errLi, Jinfeng; Li, Yu; Situ, Yizhen; Wu, Yufang; Wang, Wenfei; Huang, Lanqing; Cai, Chengzhi; Huang, Xiaoshan; Guan, Yafang; Zhang, Shouxin; Li, Heguo; Li, Li; Zhao, Yue; Liang, Hong; Qiao, Zhiwei
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Stable heterometallic metal-organic frameworks and pellet composites for low-temperature natural gas storage
err2024-11-01
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PREAI
errZhong, Yuanlong; Xiong, Zhangyi; Li, Yu; Shi, Hancheng; Chen, Ruiying; Liang, Hairui; Qiao, Zhiwei; Chen, Zhijie
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Data-Driven and Machine Learning to Screen Metal-Organic Frameworks for the Efficient Separation of Methane
err2024-06-24
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errOAAI
errGuan, Yafang; Huang, Xiaoshan; Xu, Fangyi; Wang, Wenfei; Li, Huilin; Gong, Lingtao; Zhao, Yue; Guo, Shuya; Liang, Hong; Qiao, Zhiwei
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Deep learning and big data mining for Metal-Organic frameworks with high performance for simultaneous desulfurization and carbon capture
err2024-05-01
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PREAI
errGuan, Kexin; Xu, Fangyi; Huang, Xiaoshan; Li, Yu; Guo, Shuya; Situ, Yizhen; Chen, You; Hu, Jianming; Liu, Zili; Liang, Hong; Zhu, Xin; Wu, Yufang; Qiao, Zhiwei
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Recent advances in cotton fabric-based photocatalytic composites for the degradation of organic contaminants
err2024-05-01
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PREAI
errXia, Gang; Lam, Yintung; Fan, Suju; Bian, Xueyan; Qi, Peng; Qiao, Zhiwei; Ma, Kaikai; Xin, John H.
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High-throughput computational screening and molecular fingerprint design of metal-organic framework adsorbents for separation of C3 components
errGIANT
IF4.9
err2024-03-01
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errOAAI
errCai, Chengzhi; Li, Lifeng; Guan, Yafang; Huang, Xiaoshan; Ke, Shiqing; Wang, Wenfei; Li, Yu; Yang, Yujuan; Liang, Hong; Li, Shuhua; Wu, Yufang; Gao, Hanyu; Qiao, Zhiweil
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Tunable Nonlinear Optical Properties Based on Metal-Organic Framework Single Crystals
err2024-01-17
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PREAI
errYuan, Hongye; Xu, Xueli; Qiao, Zhiwei; Kottilil, Dileep; Shi, Dongchen; Fan, Weidong; Yuan, Yi Di; Yu, Xin; Babusenan, Anu; Zhang, Mingming; Ji, Wei
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A two-dimensional metal-organic framework assembled from scandium-based cages for the selective capture of sulfur hexafluoride
err2024-01-01
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PREAI
errWang, Hao; Shi, Le; Xiong, Zhangyi; Ma, Si; Cao, Honghao; Cai, Shijia; Qiao, Zhiwei; Pan, Jun; Chen, Zhijie
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Machine learning assisted high-throughput computational screening of MOFs for the capture of chemical warfare agents from the air
err2023-11-01
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PREAI
errWang, Wenfei; Zhang, Lulu; Cai, Chengzhi; Li, Shuhua; Liang, Hong; Wu, Yufang; Zheng, He; Qiao, Zhiwei
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High dynamic separation performance of metal-organic frameworks for D2/H2: Independent or competitive adsorption?
err2023-10-31
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PREAI
errLi, Yu; Situ, Yizhen; Guan, Kexin; Guan, Yafang; Huang, Xiaoshan; Cai, Chengzhi; Li, Shuhua; Liu, Zili; Liang, Hong; Wu, Yufang; Yang, Qingyuan; Qiao, Zhiwei
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Machine learning and molecular fingerprint screening of high-performance 2D/3D MOF membranes for Kr/Xe separation
err2023-10-01
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PREAI
errHuang, Qiuhong; Yuan, Xueying; Li, Lifeng; Yan, Yaling; Yang, Xiao; Wang, Wei; Chen, Yu; Liang, Hong; Gao, Hanyu; Wu, Yufang; Qiao, Zhiwei
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Automatic Machine Learning Combined with High-Throughput Computational Screening of Hydrophobic Metal-Organic Frameworks for Capture of Methanol and Ethanol from the Air
err2023-07-03
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PREAI
errZhang, Lulu; Huang, Qiuhong; Li, Lifeng; Yan, Yaling; Yuan, XueYing; Liang, Hong; Li, Shuhua; Wang, Bangfen; Qiao, Zhiwei
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Research Directions

化工材料高通量计算智能设计多孔材料筛选与设计材料成分-结构-性能关系大数据分析[6] 广东省自然科学基金,博士启动项目[3] 华南理工大学中央高校项目,面上项目[2] 华南理工大学中央高校项目,博士启动项目教学改革项目、奖项与人才培养大学生课外科技竞赛指导人工智能技术在实验教学中融入的应用实践2022年度广州大学“课程思政”优秀教师2022年广州大学年度优秀基层教学组织,负责人2021年广东省一流本科课程“化工专业实验”,课程负责人2021年广州大学学术新锐化工类专业实践教学人才培养模式主要学术任职[3] 广东省材料研究学会会员[4] 国家自然科学基金化学部函审专家论文一览IF > 10论文32篇中国科技期刊(卓越行动计划)论文8篇代表作论文machine learninghigh-throughput computational screeningMOFschemical warfare agents capture机器学习与分子指纹筛选高性能2D/3D MOF膜Kr/Xe分离可解释机器学习大数据挖掘金属有机框架气体扩散率预测疏水金属-有机框架计算筛选与机器学习化学战剂去除low-temperature NH3-SCR catalysiscopper auto-reductionCu-zeolites手性二维单层制备分子晶体剥离机器学习与金属有机框架氧气/氮气动态吸附分离筛选金属有机框架吸附分离双三联吡啶钌配合物连接的配位聚合物光功能平台金属-有机框架设计分子指纹机器学习加速金属有机框架吸附热泵/冷水机技术经济分析疏水金属有机框架捕获空气中甲醛的机器学习和高通量计算筛选金属有机框架甲苯吸附疏水屏障增强吸附金属-有机框架纳米片溶液可加工性功能化金属有机框架吸附行为高通量计算筛选机器学习Metal–Organic Frameworks for Xylene SeparationComputational ScreeningMachine Learningmetal-organic frameworksadsorption-driven heat pumps金属有机框架甲烷氮气分离金属-有机框架高通量计算筛选机器学习筛选金属有机框架高通量计算筛选金属有机框架甲烷/乙烷/丙烷分离性能metal–organic frameworkspentane isomers separation疏水金属有机框架计算筛选H2S与CO2从天然气中分离金属有机框架膜高通量计算筛选天然气提纯高通量筛选金属-有机框架天然气中硫化氢和二氧化碳分离High-throughput computational screeningmembrane separationCO2/N2/CH4 mixture金属有机框架筛选二氧化碳分离