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

R Rodrigo Neumann Barros Ferreira Y Yogesh V. Joshi (ExxonMobil Technology and Engineering Company) F Felipe Lopes Oliveira A Anantha Sundaram A Ashish B. Mhadeshwar J Jayashree Kalyanaraman B Binquan Luan M Mathias B. Steiner

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.

Article Details

Volume / Issue Vol. 17, Issue 1
Published June 17, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (8)

R

Rodrigo Neumann Barros Ferreira

Y

Yogesh V. Joshi

ExxonMobil Technology and Engineering Company

F

Felipe Lopes Oliveira

A

Anantha Sundaram

A

Ashish B. Mhadeshwar

J

Jayashree Kalyanaraman

B

Binquan Luan

M

Mathias B. Steiner