Papers citing Machine learning accelerates the investigation of targeted MOFs: Performance prediction, rational design and intelligent synthesis
Machine Learning in the Design and Performance Prediction of Organic Framework Membranes: Methodologies, Applications, and Industrial Prospects
Membranes · 2025-06-11
Tong Wu, Jiawei Zhang, Qinghao Yan, Jingxiang Wang, Hao Yang
Read original paper ↗ ·Conversational Large-Language-Model Artificial Intelligence Agent for Accelerated Synthesis of Metal–Organic Frameworks Catalysts in Olefin Hydrogenation
ACS Nano · 2025-06-24
Jing Lin, Danfeng Zhao, Shaopeng Lu, Rushuo Li, Xinmeng Xu, Zhaokun Wang, Wenqing Li, Yujing Ji, Chenjun Zhang, Lei Shi, Jin Xu, Hongyi Gao, Ge Wang
Read original paper ↗ ·Towards a sustainable hydrogen-rich syngas production by methane dry reforming: Advances in catalyst synthesis and optimization strategies
Fuel · 2025-06-27
S. K. Safdar Hossain, Bamidele Victor Ayodele
Read original paper ↗ ·Metal-organic frameworks for electrochemical glucose sensors: progress and challenges
Coordination Chemistry Reviews · 2025-07-01
Liyuan Wang, Shwu Jen Chang, Ching-Jung Chen, Jen‐Tsai Liu
Read original paper ↗ ·A critical review on integrated fabric-based functionalized composites for protection and decontamination of chemical and biological warfare agents
Coordination Chemistry Reviews · 2025-07-04
Yawen Yang, Hexi Li, Dandan Liu, Wei Hu, Ruixue Wang, Zhihao Yi, Anna Zhu
Read original paper ↗ ·Predicting and evaluating synthesis factors responsible for the property of silica aerogel using ensemble learning: Experiment verification and mechanism elaboration
Powder Technology · 2025-07-26
Panpan Xie, Yuhan Hu, Jiawei Li, Yunpeng Wang, Lantao Zhang, Xiangyong Zhang, Mingyu Kenneth Li, Junkai Fang, Congkui Huang, James C. Hower
Read original paper ↗ ·From Molecules to Machines: A Multiscale Roadmap to Intelligent, Multifunctional Soft Robotics
Chemical Reviews · 2025-08-19
Yang Li, Sanjay Schreiber, Haochen Yang, Muchun Liu, Joshua M. Little, Wanqing Cao, Yaguang Luo, Yinyin Bao, Chih‐Jen Shih, Hedan Bai, Po‐Yen Chen
Read original paper ↗ ·Accelerating the discovery and optimization of metal-organic framework materials via machine learning
Advances in Colloid and Interface Science · 2025-09-10
Hong Wang, Liang Yang, Deying Leng, Yanhai Du, Hao Ning
Read original paper ↗ ·Microenvironment modulation of metal-organic frameworks for catalytic hydrogenation reaction
Chemical Engineering Journal · 2025-10-04
Yifan Zhang, Tao Ban, Juan Chen, Hongyi Gao, Jingjing Wang, Jitti Kasemchainan, Ping Yang, Ge Wang
Read original paper ↗ ·Design Guidelines for MOFs in CF4/NF3 Separation Based on Feature Selection with Stacking Ensemble Model
The Journal of Physical Chemistry C · 2025-10-07
Minhua Zhang, Tong Wu, Kai Song, Yifei Chen, Hao Gong
Read original paper ↗ ·AI-driven design of powder-based nanomaterials for smart textiles: from data intelligence to system integration
Advanced Powder Materials · 2025-10-09
Zihui Liang, Yun Deng, Zhicheng Shi, Xiaohong Liao, Huiyi Zong, Lizhi Ren, Xiangzhe Li, Xinyao Zeng, Peiying Hu, Wei Ke, Bing Wu, Kai Wang, Jin Wen Qian, Weilin Xu, Fengxiang Chen
Read original paper ↗ ·Hydrophobic metal–organic frameworks and membranes for enhanced carbon capture
Chemical Engineering Journal · 2025-11-10
Zurong Zhao, Haoran Zuo, Shenwen Fang, Ming Hua Duan, Dan Zhao, Ting Chen
Read original paper ↗ ·Explore the application potential of nanoporous material-based membrane separation technology in the energy sector
Journal of environmental chemical engineering · 2025-11-20
Chengjun Tan, Shuyu Wu, Mengna Weng, Jialiang Xian, Zixia Chen, Yutong Qi, Ju Zhang, Jun Chen, Hongyan Bo
Read original paper ↗ ·Harnessing machine learning for energy optimization and intelligent process control in wastewater treatment
Journal of Water Process Engineering · 2025-11-25
Yibo Du, Tianlong Lei, Jie Jin, Boyu Chen, Xuanbei Wu, Nuan Yang, Yihong Ge, Yan Wang, Qifeng Tan, Dingrui Fan, Yunhui Lei, Ling Yao
Read original paper ↗ ·Mitochondria-Targeted Fluorescent Probes: Bridging Molecular Innovation and Disease Diagnosis
Journal of Medicinal Chemistry · 2025-11-25
Mo Wang, Mengru Liu, Lijie Gao, Jiawei Liu, Xifu Liu, Ling Zhang, Yu Cheng
Read original paper ↗ ·Machine learning accelerates the development of metal–organic frameworks
Elsevier eBooks · 2025-11-28
Yujing Ji, Hongyi Gao
Read original paper ↗ ·Advances and challenges of ZIF-based nanocomposites in immunotherapy and anti-inflammatory therapy
Journal of Materials Chemistry B · 2025-12-02
Yuanwei He, Ran Chen, Shenyue Yang, Junlin Qian, Zhanbiao Chen, Muyi Zhong, Biao Zheng, Ying Pan, Jianqiang Liu
Read original paper ↗ ·Synthesis and application of micro/nano metal organic frameworks with an eye toward the future by AI
Nanoscience · 2025-12-22
Bhavana Gupta, Sanjeev Kumar
Read original paper ↗ ·Mechanistic Insights Into One‐Pot Unsaturated Hydrocarbon Hydrogenation/Isomerization: DFT and DTW‐Guided Design of Homomeric High‐Density FLPs and Metal‐Oxygen Electronic Regulation in Multimetal‐Doped MOFs
Carbon Neutralization · 2025-12-29
Lingjing Yu, Yuqiao Su, Yujie Guo, Hongyi Gao, Ge Wang
Read original paper ↗ ·AI-guided Design of Metal-Organic Frameworks and Integrated Sensing Platforms for Food Safety Intelligent Detection
Coordination Chemistry Reviews · 2025-12-30
Yuhong Qiu, Wanping Chen, Lixin Ma, Chenxi Huang
Read original paper ↗ ·Accelerating transferable screening of hydrogen storage materials in single- and bimetallic-doped graphene
Journal of Alloys and Compounds · 2026-01-01
Weizhi Tian, Tiren Peng, Zhikai Gao, Hang Zhang, Xi Sun, Yuhang Zhou, Zishan Luo, Gongchang Ren, Hong Cui, Hongkuan Yuan
Read original paper ↗ ·Automated symphony: Intelligent manufacturing systems and unmatched efficiency
AIP conference proceedings · 2026-01-01
Bhupathi Prashanthi, Nikolai Ivanovich Vatin, Alok Kumar Pandey, Ammar Hameed Shnain, Hitesh Kalra, Aparna Sharma, Rajesh Sharma, Кривых Елена Георгиевна, Brijesh Prasad
Read original paper ↗ ·Data-driven strategies for decoding structure–reactivity relationships in porous electrocatalysis
Chemical Communications · 2026-01-01
Hao Wang, Zhiming Feng, Jie Yang, Yameng Ma, Wantong Jing, Zining Tang, Sai Li, Rui Tan
Read original paper ↗ ·Host–guest adsorption energetics in functionalized UiO-66 nanocrystals for selective VOC sensing
Dalton Transactions · 2026-01-01
Yong Zhang, Li Zhou, Yuexin Du, Jiaqiang Xu, Junchen Chen, Lien‐Yang Chou
Read original paper ↗ ·Mixed-ligand-engineered porphyrinic MOFs for synergistic charge separation and oxygen activation in photocatalytic tetracycline degradation
New Journal of Chemistry · 2026-01-01
Hongyuan Wang, Siqi Liu, Chonghao Guan, Yuanjie Zhang, Guohao Li, Haijian Li, Zhe Yu, Hongyi Gao
Read original paper ↗ ·Synergistic local hydrogen confinement and spillover over Pd@ZIF-8-AT enables mild-condition hydrogenation of dicyclopentadiene
Journal of Materials Chemistry A · 2026-01-01
Shaopeng Lu, Tao Ban, Juan Chen, Hao Wang, Jing Lin, Hongyi Gao, Jingjing Wang, Ge Wang
Read original paper ↗ ·Electroactive Zr-MOFs for sustainable anaerobic valorization of waste activated sludge
Coordination Chemistry Reviews · 2026-01-06
Long Chen, Hongtao Zhu, Haoyang Song, Lan Yang, Yongxian Guo, Qiongzheng Hu, Juyoung Yoon
Read original paper ↗ ·Frameworks for the Future: Metal Organic Frameworks and their Composites based solutions for Hydrogen Storage
Journal of Energy Storage · 2026-01-07
Harjeet, Sunita Srivastava
Read original paper ↗ ·Extracting and reconstructing knowledge in materials science literature using large language models
Communications Materials · 2026-01-08
Shuyuan Li, Shihao Wei, Chenyu Huang, Yunjiang Zhang, Guizhen Zhang, Shaorui Sun
Read original paper ↗ ·Applications of machine learning-based quantitative structure activity relationship (ML-QSAR) models in environmental science
Environmental Research · 2026-01-24
Chao Chen, Yujia Tan, Yawei Liu, Miaomiao Sun, Z. -L. Wang, Xiangyong Zheng, Zhemin Shen, Min Zhao
Read original paper ↗ ·Nanoscale coordination polymers: synthesis, characterization, and emerging biomedical applications
Journal of Biomaterials Science Polymer Edition · 2026-02-23
Anindya De, Atanu Kotal
Read original paper ↗ ·A review of machine learning applications in PFAS environmental behavior and risk management
Journal of environmental chemical engineering · 2026-04-04
Yuxuan Hong, Yutong Liu, Yuanchao Yang, Feifei Mao, Hua Wu, Yuanqing Bu
Read original paper ↗ ·Harnessing confinement effect and interpretable machine learning to predict alkane diffusion in zeolite catalysts
Nature Communications · 2026-04-18
Xiaobao Wang, Ji Qi, Mingyu Wan, Fangzhou Li, Jiamin Yuan, Zhiqiang Liu, Anmin Zheng
Read original paper ↗ ·Synergistic Engineering of UiO-66 Frameworks via Compositional Tuning and Surface Wettability toward Enhanced Tribological Performance
ACS Applied Materials & Interfaces · 2026-06-19
Z ZHANG, Boxuan Zhai, Gao Y, J Y Chen, Yuqiao Su, Y W Sun, Hongyi Gao, Ge Wang
Read original paper ↗ ·Metal-Organic Frameworks (MOFs) and Future Applications
Journal of the Turkish Chemical Society Section A Chemistry · 2026-07-16
Aseel H. Abad Al-Ameer
Read original paper ↗ ·MOF‐Based Materials for Alkaline Hydrogen Evolution Reaction: From Mechanism Foundation to Catalyst Design
Advanced Functional Materials · 2026-08-14
Lixin Su, Haojie Yu, Di Liu, Jiayao Tang, Shaokun Zhang, Huan Pang
Read original paper ↗ ·Comparative analysis of advanced materials for direct air capture of CO2
Catalysis Today · 2026-08-20
Yakubu Adekunle Alli, Nelson Oshogwue Etafo, Lukman Shehu Mustapha, Terfa Jude Igba, Abayomi Bamisaye, Victor D. Aderibigbe, Monsuru Adewale Adekola, Francis Mekunye, Elochukwu Emmanuel Okoye, Amer Adawi, Kehinde Shola Obayomi
Read original paper ↗ ·Computational and AI-Assisted Rational Design of MOF-Based Catalysts for DCPD Hydrogenation
Accounts of Materials Research · 2026-08-25
Yifan Zhang, Zuoshuai Xi, Zhimeng Liu, Hongyi Gao, Ge Wang
Read original paper ↗ ·Engineering superhydrophobic surfaces with metal-organic frameworks (MOFs): Design principles, fabrication, and multifunctional applications
Advances in Colloid and Interface Science · 2026-08-26
Rongjiang Zhang, Haoyang Wang, Ke Pei, Huiyu Jiang, Jie Wu, Zhiguang Guo
Read original paper ↗ ·Reticular framework architectures for coagulation-flocculation and colloidal separation: Mechanistic insights, structure-performance correlation, and AI-guided discovery
Separation and Purification Technology · 2026-09-03
Asma Sohail, Badrul Mohamed Jan, Nazeri Abdul Rahman, Mahar Diana Hamid, Rabia Ikram
Read original paper ↗ ·Computational Insights into Catalytic Hydrogenation over M6O8-Node MOFs: From Active-Site Engineering to Data-Driven Catalyst Design
ACS Catalysis · 2026-10-01
Wenting Ding, Zuoshuai Xi, Shuanglong Li, Yongquan Niu, Wenqing Li, Yujing Ji, Jingjing Wang, Hongyi Gao, Ge Wang
Read original paper ↗ ·Deciphering the water-thermal stability trade-offs via interpretable machine learning for reliable design of dual-stable MOFs
Chemical Engineering Journal · 2026-10-01
Jin Zhao, Yucheng Li, Kaiming Peng, Hanxin Zhang, Xiangfeng Huang, Chen Cai, Jia Liu
Read original paper ↗ ·Machine learning-driven high-throughput prediction of Hg0 capture in MOFs and decipherment of structure-property relationships
Journal of Hazardous Materials · 2026-10-01
Zhen Zhang, Li Jia, Peng Cheng, Ya–wen Wu, Zi–kuo Li, Zong–bao Li, Chu–hao Fan, Yue Yu
Read original paper ↗ ·Predicting hydroxyl radical rate constants in water using a random forest model on a large dataset
Journal of the Iranian Chemical Society · 2026-10-12
Yali Xu, Yu Chen, Zhuo Wang, S.‐P. HUANG, Xianwei Huang
Read original paper ↗ ·