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Chem. Commun., 2023, 59, 14435
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Assessing CO2 separation performances of IL/ZIF-8 composites using molecular features of ILs

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Carbon Capture Science & Technology, 2025, 14, 100373
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Carbon Dioxide Capture by Emerging Innovative Polymers: Status and Perspectives

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Advanced Materials, 2024, 36
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Unlocking high-efficiency oxygen evolution reaction through Co-N coordination engineering in Co@N-doped porous carbon core-shell nanoparticles

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Journal of Membrane Science, 2024, 701, 122766
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Ionic Liquid-Functionalized Metal–Organic Frameworks/Covalent–Organic Frameworks for CO2 Capture and Conversion

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Ind. Eng. Chem. Res., 2024, 63, 3443
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Multi-criteria computational screening of [BMIM][DCA]@MOF composites for CO2 capture

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Green Chemical Engineering, 2025, 6, 200
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Facile construction of functionalized covalent organic framework-ionic liquid composites for CO2 capture and utilization

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Chemical Physics Letters, 2025, 860, 141820
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Converging pathways of microfluidic metal-organic framework and artificial intelligence: A novel research frontier

Aslam Hossain, Zhengyou Li, P.D. Kuznetsova, I.A. Pankin, A.V. Soldatov and Jun Ho Shim

Chemical Engineering Journal, 2025, 525, 170635
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Computational Simulations of Metal–Organic Frameworks to Enhance Adsorption Applications

Hilal Daglar, Hasan Can Gulbalkan, Gokhan Onder Aksu and Seda Keskin

Advanced Materials, 2025, 37
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Toward rational design of ionic liquid/Metal-Organic Framework composites for efficient gas separations: Combining molecular modeling, machine learning, and experiments to move beyond trial-and-error

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Coordination Chemistry Reviews, 2025, 539, 216707
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Molecular insights into the transport mechanism of Covalent Organic Framework membranes supported with ionic liquids for improving CO2/N2 separation

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Journal of Environmental Chemical Engineering, 2026, 14, 121788
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Efficient separation of dyes/salts using ionic liquid-modified covalent organic framework THPC-PEI/COFs-NH2PES composite nanofiltration membrane

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Separation and Purification Technology, 2025, 362, 131857
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Engineering 3D diffusion channels in a COF through pH‐dependent slipping for enhanced CO2 capture

Linyan Cheng, Qinghua Qu, Jiquan Liang, Ranran Li, Cheng Fang, Hongping Li, Jing Ding, Hui Wan and Guofeng Guan

AIChE Journal, 2026
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Screening and preparation of functionalized TpBD-COFs for CO2 capture

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Machine Learning Accelerated Discovery of Covalent Organic Frameworks for Environmental and Energy Applications

Hao Wang, Yuquan Li, Xiaoyang Xuan, Kai Wang, Ye-feng Yao and Likun Pan

Environ. Sci. Technol., 2025, 59, 6361
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Machine learning optimized adsorption heat transformations from adsorbents screening to enhanced performances

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Energy Conversion and Management, 2025, 344, 120272
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Covalent organic frameworks-confined ionic liquids membranes lead to high-efficient CO2/N2 separation

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Separation and Purification Technology, 2025, 368, 132933
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Transforming Computational Nanotechnology: Accelerating Material Discovery, Design, and Property Prediction through Soft Computing Techniques

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ACS Appl. Electron. Mater., 2025, 7, 5757
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Accelerated Discovery of Metal–Organic Frameworks for CO2 Capture by Artificial Intelligence

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Ind. Eng. Chem. Res., 2024, 63, 37
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Advances in the Structural Design of Covalent Organic Frameworks for Direct Air Capture of CO2

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Ind. Eng. Chem. Res., 2025, 64, 24276
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A comprehensive review on development of framework- (MOF/COF/POP) based materials for catalytic conversion of carbon dioxide from dilute/flue gas sources to high-value chemicals

Pooja Rani and C.M. Nagaraja

Coordination Chemistry Reviews, 2026, 561, 217896
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Machine learning-driven computational screening of covalent organic frameworks for gas separation applications

Maryam Zarghami Dehaghani and Maria Grazia De Angelis

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