Molecular diffusion enhanced performance evaluation of metal-organic frameworks for CO2 capture

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Authors: Rodrigo Neumann Barros Ferreira, Yogesh V. Joshi, Felipe Lopes Oliveira, Anantha Sundaram, Ashish B. Mhadeshwar, Jayashree Kalyanaraman, Binquan Luan, Mathias Bernhard Steiner
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References: 61

Abstract

Abstract Molecular diffusion is a fundamental property that limits the performance of solid sorbents in carbon dioxide capture and separation applications. Unique to each sorbent, gas diffusion is determined by the physical and chemical interactions that occur between the gas molecules and a sorbent’s surface atoms. At the process level where carbon dioxide capture performance is validated, however, simulations are typically carried out using generalized parameters that omit the structure-specific, molecular kinetics occurring in each sorbent. Here, we report process-scale simulations of carbon dioxide capture performance in metal-organic frameworks (MOF) informed by molecular adsorption predictions that represent the unique structural properties of each MOF. By evaluating a total of 10,143 MOFs for post-combustion carbon dioxide capture, we demonstrate how the inclusion of the material-specific, molecular diffusion dynamics alters their simulated, process-level performance. The method could be applied to evaluate a broader class of solid sorbents, including covalent organic frameworks and zeolites.

Fields of Study & Subjects

Metal-Organic Frameworks: Synthesis and Applications Carbon Dioxide Capture Technologies Membrane Separation and Gas Transport

Publication details

Journal / source
Nature Communications
Publisher
Springer Science and Business Media LLC
Volume
17
Issue
1
Publication date
16 June 2026
Language
EN