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RESEARCH PAPER · Nature Synthesis · 2025

Algorithmic iterative reticular synthesis of zeolitic imidazolate framework crystals

Zichao Rong, Zihao Chen, Phuc Luong, Saumil P. Chheda, H. T. Nhan Luong, Zhiling Zheng, Kevin Greco, Abdullah A. Alghamdi, K. Huyen Bui, Théo Jaffrelot Inizan, Tùng Nguyen-Dang, Huy‐Hieu Pham, Dung D. Le, Joachim Sauer, Thi Viet Bac Phung, Jennifer Chayes, Christian Borgs, Mario Boley, Laurent El Ghaoui, Omar M. Yaghi

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Algorithmic iterative reticular synthesis of zeolitic imidazolate framework crystalsOriginalBridging crystalline MOFs with atomically dispersed metal–nitrogen–carbon catalysts via structure encoding0Symmetry Breaking: Orchestrating Dynamics in Molecular Crystals1The rise of generative AI for metal-organic framework design and synthesis21Metal–Organic Frameworks and Their Derived Materials for Energy Storage and Harvesting: Recent Advances and Future Perspectives10Monolayered Metal–Organic Frameworks as Fully Exposed Supports for Ligand-Free Photodeposition of Ultrasmall Metal Nanoparticles0The Future of Reticular Chemistry: From Structural Discovery to Programmable Matter and Artificial Intelligence1Data Management and Analysis of Metal–Organic Framework Synthesis Using Data Models1MOF-Based nanomaterials for water pollutant elimination: structural design, mechanistic insights and implementations4Interpretable Machine Learning Unveils Hydroxyl/Amino Synergy and Guides Discovery of Optimal MOF Photocatalysts for Hydrogen Evolution5Temporospatial confinement engineering in catalysis: Rational design for advanced environmental remediation0Computational structural screening and tuned MAF-5/MAF-6 phase transformation for enhanced adsorption of trace benzene from vinyl acetate0Illuminating the Interface: In Situ Optical Insights Into Two‐Electron ORR Pathways for H 2 O 2 Electrosynthesis0Tailoring metal-organic frameworks for the photocatalytic degradation of formaldehyde in indoor environments0Recent advances in ZIF-67-based composites for heavy and radioactive metal ion removal: synthesis, adsorption mechanisms, performance assessment, and future directions0AI for science: Progress, challenges, and perspectives2Sustainable Metal–Organic Framework Water Harvesters in the Artificial Intelligence Era0Decoding Synergistic Pathways in Bimetallic MOFs for Advanced Oxidation Processes0Hierarchical Hybrid Assembly: Programming Structural Complexity in Crystalline Materials0Flow-Guided Chemical Language Modeling for Linker Design in Reticular Chemistry0

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19 direct citing papers saved.

  1. Bridging crystalline MOFs with atomically dispersed metal–nitrogen–carbon catalysts via structure encoding

    Journal of Materials Chemistry A · 2026-01-01

    Daichi Homma, Po‐Wen Chung, Shin R. Mukai, Isao Ogino

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  2. Symmetry Breaking: Orchestrating Dynamics in Molecular Crystals

    Crystal Growth & Design · 2026-03-21

    Hui‐Yao Lin, Da‐Hui Qu, Fei Tong

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  3. The rise of generative AI for metal-organic framework design and synthesis

    Matter · 2026-03-30

    Chenru Duan, Aditya Nandy, Shyam Chand Pal, Xin Yang, Wenhao Gao, Yuanqi Du, Hendrik Kraß, Yeonghun Kang, Varinia Bernales, Zongyu Ye, Tristan Pyle, Ray Yeng Yang, Zeqi Gu, Philippe Schwaller, Shengqian Ma, Shijing Sun, Alán Aspuru‐Guzik, Seyed Mohamad Moosavi, Robert B. Wexler, Zhiling Zheng

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  4. Metal–Organic Frameworks and Their Derived Materials for Energy Storage and Harvesting: Recent Advances and Future Perspectives

    Energy & Fuels · 2026-04-09

    Praneet Kumar Pathak, Anupam Ghosh, Barnali Dasgupta Ghosh

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  5. Monolayered Metal–Organic Frameworks as Fully Exposed Supports for Ligand-Free Photodeposition of Ultrasmall Metal Nanoparticles

    Journal of the American Chemical Society · 2026-04-27

    Y Peng, An Li, Yizhen Zhao, Kun Wang, Chengchi Li, Jiaxin Jiang, Yufeng Zhang, Zi Yang, Senhai Zeng, Xin Yuan, Hai Ying Zhan, Feiyu Liu, Runping Huang, Xiong Zhou, Ya-Wen Zhang, Sun J, Guangxu Lan

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  6. The Future of Reticular Chemistry: From Structural Discovery to Programmable Matter and Artificial Intelligence

    Accounts of Materials Research · 2026-05-01

    Zhe Wang, Yingbo Zhao, Yue‐Biao Zhang

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  7. Data Management and Analysis of Metal–Organic Framework Synthesis Using Data Models

    Journal of Chemical Information and Modeling · 2026-05-08

    Felix Neubauer, Kenichi Endo, Frederic Bender, Esengül Çiftçi, Niels Hansen, Simon Krause, Benjamin Uekérmann, Jürgen Pleiss

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  8. MOF-Based nanomaterials for water pollutant elimination: structural design, mechanistic insights and implementations

    Coordination Chemistry Reviews · 2026-05-13

    Xianghan Cheng, Yuhao Jin, Yong-Zheng Zhang, Da−Shuai Zhang, Xiuling Zhang, Longlong Geng, Xing Xu, Haixiang Han

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  9. Interpretable Machine Learning Unveils Hydroxyl/Amino Synergy and Guides Discovery of Optimal MOF Photocatalysts for Hydrogen Evolution

    Journal of the American Chemical Society · 2026-06-13

    Haihan Qin, Jieying Hu, Shengyi Zhao, Hua‐Qun Zhou, Wei‐Ming Liao, Lai‐Hon Chung, Ying Wu, Jun Hui He

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  10. Temporospatial confinement engineering in catalysis: Rational design for advanced environmental remediation

    Separation and Purification Technology · 2026-06-24

    Yuxin Lu, Fanke Tong, Baoping Xin, Chongchen Wang, X W Li, Bo Wang

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  11. Computational structural screening and tuned MAF-5/MAF-6 phase transformation for enhanced adsorption of trace benzene from vinyl acetate

    Separation and Purification Technology · 2026-06-29

    Hao Jiang, Chenyu Zhang, Pengyuan Qiu, Chuanlei Liu, Bingxin Wu, Yunxin Yang, Qiumin Wu, Yuning Zhang, Hui Sun

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  12. Illuminating the Interface: In Situ Optical Insights Into Two‐Electron ORR Pathways for H 2 O 2 Electrosynthesis

    Advanced Materials · 2026-06-30

    Hao Lin, Jiawang He, 謝欣偉, Tianle Zhou, Ruiquan Yu, Dongping Ye, Yu Huang, Zhu Liang, Bo Li, Le Liu, Xiao‐yan Li, Lin Lin

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  13. Tailoring metal-organic frameworks for the photocatalytic degradation of formaldehyde in indoor environments

    Coordination Chemistry Reviews · 2026-07-06

    Kumar Vikrant, Seunghyun Weon, Chun-Yang Yin, Tùng Nguyen-Dang, Thi Viet Bac Phung, Manh‐Huong Phan

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  14. Recent advances in ZIF-67-based composites for heavy and radioactive metal ion removal: synthesis, adsorption mechanisms, performance assessment, and future directions

    Journal of Nanoparticle Research · 2026-07-25

    Waheeba Ahmed Al-Amrani, Usman M. Ismail, Sagheer A. Onaizi

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  15. AI for science: Progress, challenges, and perspectives

    The Innovation · 2026-08-01

    Yongjun Xu, Zezhi Shao, Xin Liu, Yuquan Li, Zhulin An, Chenguang Fu, Changping Huang, Lin Zhang, Feng Gao, Jian Li, Yuyang Li, Fanglong Yao, Anquan Xia, Kaihua CHEN, Xiaolong Zheng, Chuanguang Yang, Libo Huang, Fengliang Dong, Shanliang Yao, Zhao Zhang, Jue Wang, Qi Wang, Yuanzhuo Wang, Haisheng Li, Nachuan Xiao, Yuyang Wang, Guoshuang Feng, Puxiang Lai, Yuxuan Song, Tao Xu, Jie Yang, Yun Peng, Xiangbin Meng, Xin Peng, Kunjie Li, Yupeng Niu, Tiancheng Xu, Huiyu Xu, Tao Huang, Yong Han, Min Li, Jiayun Hou, Xiaoling Lü, Fangrong Yan, Yang Zhao, Yongyue Wei, Ming‐Jie Yin, Zongguo Wang, Leilei Xiang, Yubao Qiu, Jiangyuan Zeng, Yang Liu, Yue Chang, Sabine Grunwald, Willie J.G.M. Peijnenburg, Thilo Hofmann, Ronald Roepman, Jun Li, Gerd Dercon, Lianru Gao, Mariana Vezzone, Marko Virta, Sabine Dietmann, Deshuai Yuan, Fei Chen, Wei Chen, Kai Wu, Tao Chen, Haibo Zhang, Zuoqiang Yuan, Jifeng Han, Xuetao Zhu, Bin Zhang, Wentao Su, Wei Meng, Ming Zhang, Dachuan Zhang, Qingyan Wu, Xiaojie Lin, Xiayao Peng, Tao Yang, Wei Wu, Lei Gan, Meng Wan, Ye Ding, Zhongbao Wei, Shaohua Yang, Yunfei Zhang, Lijun Yang, Kun Yu, Yuanyuan Duan, Xingying Chen, Peng Jia, Ali Luo, Jiaben Lin, Cunshi Wang, Zhiting Zhang, Xinhe Liu, Dongchen Zhu, Peng Hu

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  16. Sustainable Metal–Organic Framework Water Harvesters in the Artificial Intelligence Era

    ACS Materials Letters · 2026-08-13

    Reid A. Coyle, Shyam Chand Pal, Peter Walther, Saeun Park, Bin Feng, Zhiling Zheng

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  17. Decoding Synergistic Pathways in Bimetallic MOFs for Advanced Oxidation Processes

    Advanced Materials · 2026-08-25

    Karim El‐Naggar, Huayang Zhang, Shaobin Wang

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  18. Hierarchical Hybrid Assembly: Programming Structural Complexity in Crystalline Materials

    Journal of the American Chemical Society · 2026-09-07

    Hong Jiang, Wenqiang Zhang, Yuting Zhang, Weili Ma, Dan Liu, Yan Liu, Yong Cui

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  19. Flow-Guided Chemical Language Modeling for Linker Design in Reticular Chemistry

    Journal of the American Chemical Society · 2026-09-08

    Dhruv Menon, Vivek Singh, Xu Chen, Mohammad Reza Alizadeh Kiapi, Ivan Zyuzin, Hamish W. MacLeod, Nakul Rampal, William Shepard, Omar M. Yaghi, David Fairen‐Jiménez

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