Papers citing MOF Synthesis Prediction Enabled by Automatic Data Mining and Machine Learning**
Routes to Bidirectional Cathodes for Reversible Aprotic Alkali Metal–CO 2 Batteries
Advanced Materials · 2024
Yihao Cheng, Yu‐Xuan Wang, Biao Chen, Xiaopeng Han, Fang He, Chunnian He, Wenbin Hu, Guangmin Zhou, Naiqin Zhao
Read original paper ↗ ·When Metal Nanoclusters Meet Smart Synthesis
ACS Nano · 2024
Zhucheng Yang, Anye Shi, Ruixuan Zhang, Zuowei Ji, Jiali Li, Jingkuan Lyu, Jing Qian, Tiankai Chen, Xiaonan Wang, Fengqi You, Jianping Xie
Read original paper ↗ ·Effect of crystallization conditions on the composition and structure of {ZnCa} metal-organic coordination polymers with isophthalate anions
Russian Chemical Bulletin · 2024
Irina K. Rubtsova, Maxim Andreevich Shmelev, Stanislav A. Nikolaevskii, D. А. Banaru, Ilya A. Yakushev, Павел В. Дороватовский, Sergey M. Aksenov, Aleksei A. Sidorov, И.Л. Еременко, Mikhail A. Kiskin
Read original paper ↗ ·MOFs with the Stability for Practical Gas Adsorption Applications Require New Design Rules
ACS Applied Materials & Interfaces · 2024
Changhwan Oh, Aditya Nandy, Shuwen Yue, Heather J. Kulik
Read original paper ↗ ·Automated synthesis and processing of functional nanomaterials: Advances and perspectives
Coordination Chemistry Reviews · 2024
Masoud Negahdary, Samuel B. Mabbott
Read original paper ↗ ·Machine learning applications in nanomaterials: Recent advances and future perspectives
Chemical Engineering Journal · 2024
Liang Yang, Hong Wang, Deying Leng, Shipeng Fang, Yanning Yang, Yanhai Du
Read original paper ↗ ·Predicting Crystalline Material Properties with AI: Bridging Molecular to Particle Scales
Industrial & Engineering Chemistry Research · 2024
Weiye Chen, Muyang Li, Tuo Yao, Jian Liu, Shengzhe Jia, Zhenguo Gao, Junbo Gong
Read original paper ↗ ·Theoretical Calculation–Driven Metal–Organic Framework Nanozymes: Catalytic Mechanisms and Applications
Applied Organometallic Chemistry · 2024
Ziyu Zhang, Zhishuang Yuan, Ziyan Zhang, Jing Guan, Weiqiang Tan, Guangyao Zhang, Huining Chai
Read original paper ↗ ·Metal–Organic Framework and Covalent–Organic Framework‐Based Aerogels: Synthesis, Functionality, and Applications
Advanced Science · 2024
Gaofeng Shao, Xiaogu Huang, Xiaodong Shen, Changxia Li, Arne Thomas
Read original paper ↗ ·Solution Processable Metal–Organic Frameworks: Synthesis Strategy and Applications
Advanced Materials · 2024
Wanglin Zhang, Xuanhao Wu, Xiaoyan Peng, Yefei Tian, Hongye Yuan
Read original paper ↗ ·Targeted metal–organic framework discovery goes digital: machine learning’s quest from algorithms to atom arrangements
Advanced Composites and Hybrid Materials · 2024
Maryam Chafiq, Abdelkarim Chaouiki, Young Gun Ko
Read original paper ↗ ·Host-guest interactions in the confined spaces of metal–organic frameworks: Design principles, characterizations, and applications
Coordination Chemistry Reviews · 2024
Yifang Zhao, Lian Ying Wu, Kun Wu, Rong‐Jia Wei, Heng Zeng, Hao Pang, Weigang Lu, Dan Li
Read original paper ↗ ·Recent developments on the design of advanced porous materials based on Metal Organic Frameworks (MOFs), Covalent Organic Frameworks (COFs), and their combinations into composites as sorbents in sample preparation and chromatographic applications
Elsevier eBooks · 2024
Elizabeth Contreras, Jimena S. Tuninetti, Edgardo A. Fertitta, Matías Rafti
Read original paper ↗ ·Interfacial Microenvironment-Regulated Coordinate Structures Dictate the Metal–Organic Framework Facet Orientation toward Efficient CO2 Cycloaddition
Langmuir · 2024
Zihao Li, Shanshan Li, Manyu Zhu, Qixin Liu, Yuqi Zhang, Yiran Wang, Lie Wu, Xiue Jiang
Read original paper ↗ ·Cost-Aware Bayesian Optimization for Self-Driven Condition Screening of Flow Electrosynthesis
ACS electrochemistry. · 2024
Runzhe Liang, Siyuan Zheng, Kai Wang, Zhihong Yuan
Read original paper ↗ ·Development of the design and synthesis of metal–organic frameworks (MOFs) – from large scale attempts, functional oriented modifications, to artificial intelligence (AI) predictions
Chemical Society Reviews · 2024
Zongsu Han, Yihao Yang, Joshua Rushlow, Jiatong Huo, Zhaoyi Liu, Yu‐Chuan Hsu, Rujie Yin, Mengmeng Wang, Rong‐Ran Liang, Kunyu Wang, Hong-Cai “Joe” Zhou
Read original paper ↗ ·Weaving the gates of life: Pioneering a new era in oral gene delivery with metal-organic frameworks
Chemical Engineering Journal · 2024
Min Jiang, Guohui Zhang, Qin Zeng, Dongsheng Xiong, Xia Bai, Yang Wu, Jun Liu, Jiao Chen, Tao Jiang, Wei-Xin Liu, Yang‐Bao Miao
Read original paper ↗ ·High‐Entropy Metal–Organic Frameworks and Their Derivatives: Advances in Design, Synthesis, and Applications for Catalysis and Energy Storage
Advanced Science · 2024
Jiangyuan Xing, Yan Liu, George Mathew, Qiu He, Jasmin Aghassi‐Hagmann, Simon Schweidler, Ben Breitung
Read original paper ↗ ·Comprehensive overview of machine learning applications in MOFs: from modeling processes to latest applications and design classifications
Journal of Materials Chemistry A · 2024
Yutong Liu, Yawen Dong, Hua Wu
Read original paper ↗ ·Incorporation of Ligand Charge and Metal Oxidation State Considerations into the Computational Solvent Removal and Activation of Experimental Crystal Structures Preceding Molecular Simulation
Journal of Chemical Information and Modeling · 2024
Marco Gibaldi, Anna Kapeliukha, Andrew White, Tom K. Woo
Read original paper ↗ ·Data‐Driven Innovation in Metal‐Organic Frameworks Photocatalysis: Bridging Gaps for CO 2 Capture and Conversion with FAIR Principles
Advanced Energy and Sustainability Research · 2024
Claudia Bizzarri, Manuel M. Tsotsalas
Read original paper ↗ ·AI-driven advances in metal–organic frameworks: from data to design and applications
Chemical Communications · 2025
Yuhang Song, Jiakai Li, Dongzhi Chi, Zhengtao Xu, Jie Liu, Mingxi Chen, Ziyu Wang
Read original paper ↗ ·Category-specific topological learning of metal–organic frameworks
Journal of Materials Chemistry A · 2025
Dong Chen, Chun‐Long Chen, Guo-Wei Wei
Read original paper ↗ ·Covalent organic and metal organic frameworks based single atom catalysts for valorisation of CO 2 to value added chemicals
Energy & Environmental Science · 2025
Sowjanya Vallem, Malayil Gopalan Sibi, Rahul Rangrao Patil, Vishakha Goyal, Anam Giridhar Babu, E. A. Lohith, K. Keerthi, Muhammad Umer, N.V.V. Jyothi, Matthias Vandichel, Daniel‐Ioan Stroe, Subhasmita Ray, Mani Balamurugan, Aristides Bakandritsos, Sada Venkateswarlu, Rajenahally V. Jagadeesh, Radek Zbořil
Read original paper ↗ ·Extraction of chemical synthesis information using the World Avatar
Digital Discovery · 2025
Simon D. Rihm, Fabio Saluz, Aleksandar Kondinski, Jiaru Bai, Patrick W. V. Butler, Sebastian Mosbach, Jethro Akroyd, Markus Kraft
Read original paper ↗ ·Multi-competitor directed defect engineering in UiO-66: achieving hierarchical porosity and unsaturated sites for high-efficiency fluoroquinolone remediation
Environmental Science Nano · 2025
Jiawei Kang, Fan Qiu, Junjie Chen, Yaming Wang, Yang Fan, Ying Shen, Luqi Guo, Shupeng Zhang
Read original paper ↗ ·Natural language access point to digital metal–organic polyhedra chemistry in The World Avatar
Data-Centric Engineering · 2025
Simon D. Rihm, Dan N. Tran, Aleksandar Kondinski, Laura Pascazio, Fabio Saluz, Xinhong Deng, Sebastian Mosbach, Jethro Akroyd, Markus Kraft
Read original paper ↗ ·Optimizing the Design of Metal Organic Frameworks for Drug Delivery Applications Through Machine Learning Integration
SSRN Electronic Journal · 2025
Minoosh Lalinia, Nahid Hassanzadeh Nemati, Tu C. Le, Nancy E. Dávila-Guzmán
Read original paper ↗ ·Text mining in MOF research: from manual curation to large language model-based automation
Chemical Communications · 2025
Suyeon Bae, Mingyu Jeon, Hoi Ri Moon
Read original paper ↗ ·Machine Learning for Reaction Performance Prediction in Allylic Substitution Enhanced by Automatic Extraction of a Substrate-Aware Descriptor
Journal of Chemical Information and Modeling · 2025
Gufeng Yu, Xi Wang, Yichong Luo, Guanlin Li, Rui Ding, Runhan Shi, Xiaohong Huo, Yang Yang
Read original paper ↗ ·Synthetic Aspects and Characterization Needs in MOF Chemistry – from Discovery to Applications
Advanced Materials · 2025
Bastian Achenbach, Aysu Yurduşen, Norbert Stock, Guillaume Maurin, Christian Serre
Read original paper ↗ ·Integrating Enzymes with Reticular Frameworks To Govern Biocatalysis
Angewandte Chemie · 2025
Linjing Tong, Siming Huang, Guosheng Chen, Gangfeng Ouyang
Read original paper ↗ ·Integrating Enzymes with Reticular Frameworks To Govern Biocatalysis
Angewandte Chemie International Edition · 2025
Linjing Tong, Siming Huang, Guosheng Chen, Gangfeng Ouyang
Read original paper ↗ ·2 H NMR as a Practical Tool for Following MOF Formation: A Case Study of UiO‐66
Angewandte Chemie International Edition · 2025
Amanda P. Parsons, Celine Schneider, Michael J. Katz
Read original paper ↗ ·2H NMR as a Practical Tool for Following MOF Formation: A Case Study of UiO‐66
Angewandte Chemie · 2025
Amanda P. Parsons, Celine Schneider, Michael J. Katz
Read original paper ↗ ·Inverse Design of 2D Altermagnetic Metal–Organic Framework Monolayers from Hückel Theory of Nonbonding Molecular Orbitals
JACS Au · 2025
Yixuan Che, Yilin Chen, Xin Liu, Haifeng Lv, Xiaojun Wu, Jinlong Yang
Read original paper ↗ ·MOF membranes for gas separations
Progress in Materials Science · 2025
Yiming Zhang, Ben Hang Yin, Lingzhi Huang, Li Ding, Lei Song, Shane G. Telfer, Jürgen Caro, Haihui Wang
Read original paper ↗ ·An Intelligent Prediction Model for the Synthesis Conditions of Metal–Organic Frameworks Utilizing Artificial Neural Networks Enhanced by Genetic Algorithm Optimization
Journal of Chemical Information and Modeling · 2025
Guangying Jin, Ran Wei, Manyue Zhang, Yun Li
Read original paper ↗ ·Harnessing Large Language Models to Collect and Analyze Metal–Organic Framework Property Data Set
Journal of the American Chemical Society · 2025
Yeonghun Kang, Wonseok Lee, Taeun Bae, Seunghee Han, Huiwon Jang, Jihan Kim
Read original paper ↗ ·Large language models for reticular chemistry
Nature Reviews Materials · 2025
Zhiling Zheng, Nakul Rampal, Théo Jaffrelot Inizan, Christian Borgs, Jennifer Chayes, Omar M. Yaghi
Read original paper ↗ ·Validation and Mechanistic Studies of the Headspace Effect in MOF Synthesis
Angewandte Chemie · 2025
Julia C. Donovan, Keenan R. Wright, Adam J. Matzger
Read original paper ↗ ·Validation and Mechanistic Studies of the Headspace Effect in MOF Synthesis
Angewandte Chemie International Edition · 2025
Julia C. Donovan, Keenan R. Wright, Adam J. Matzger
Read original paper ↗ ·Machine learning-assisted three-dimensional fluorescence for heavy metal multi-sensing
Sensors and Actuators B Chemical · 2025
Jiao Chen, Xiaolong Xiong, Jingru Ye, Zhangquan Wu, Xinjia Shuai, Jun Zhou, Qingqing Liu, Cheng Huang, Hui Liu
Read original paper ↗ ·Porous Organic Framework-Based Materials (MOFs, COFs and HOFs) for Lithium-/Sodium-/Potassium-/Zinc-/Aluminum-/Calcium-Ion Batteries: A Review
Electrochemical Energy Reviews · 2025
Hui Zheng, Wei Yan, Jiujun Zhang
Read original paper ↗ ·Artificial Intelligence Meets Laboratory Automation in Discovery and Synthesis of Metal–Organic Frameworks: A Review
Industrial & Engineering Chemistry Research · 2025
Yiming Zhao, Yongjia Zhao, Jian Wang, Zhuo Wang
Read original paper ↗ ·Conductive Metal–Organic Frameworks and Their Electrocatalysis Applications
ACS Nano · 2025
Shuhui Tao, John Wang, Jie Zhang
Read original paper ↗ ·Federated Transfer Learning for Early Detection of Multi-Organ Failure: A Scalable Predictive Healthcare Framework
Venue not supplied by source · 2025
C. K. Shahnazeer, G. Sureshkumar
Read original paper ↗ ·Advancements in Functionalizable Metal‐Organic Frameworks for Flexible Sensing Electronics
Advanced Functional Materials · 2025
Xingliao Zhou, Xiaoliang Chen, Bo Lun Yang, Sihai Luo, Meiling Guo, Ningli An, Hongmiao Tian, Xiangming Li, Jinyou Shao
Read original paper ↗ ·Machine Learning‐Assisted Exploration of Chemical Space of MOF‐5 Analogs for Enhanced C 2 H 6 /C 2 H 4 Separation
Angewandte Chemie International Edition · 2025
Ying Wang, Zhijie Jiang, Weigang Lu, Dan Li
Read original paper ↗ ·Machine Learning‐Assisted Exploration of Chemical Space of MOF‐5 Analogs for Enhanced C2H6/C2H4 Separation
Angewandte Chemie · 2025
Ying Wang, Zhijie Jiang, Weigang Lu, Dan Li
Read original paper ↗ ·