Molecular diffusion enhanced performance evaluation of metal-organic frameworks for CO<sub>2</sub> capture.

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.

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Publication Details

Journal
PubMed
Published
2026-06-17
DOI
https://doi.org/10.1038/s41467-026-73904-5
Primary Topic
Carbon Dioxide Capture Technologies
Type
article
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Molecular diffusion enhanced performance evaluation of metal-organic frameworks for CO2 capture.

M. Steiner, Binquan Luan, Yogesh V. Joshi, Anantha Sundaram et al.
PubMed
Carbon Dioxide Capture Technologies
article

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

M. Steiner, Binquan Luan, Yogesh V. Joshi, Anantha Sundaram, R. Ferreira, Jayashree Kalyanaraman, Ashish B. Mhadeshwar, Felipe Lopes Oliveira
article en

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.

PubMed
Universidade Federal do Rio de Janeiro (BR), IBM (United States) (US), IBM Research - Brazil (BR), ExxonMobil (United States) (US)
Openalex Percentile: Top 13%
Carbon Dioxide Capture Technologies
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