A Transferable Force Field for Predicting Adsorption and Diffusion of Water in Cationic Zeolites with Coupled Cluster Accuracy

We present a transferable force field for water in proton-exchanged, alkali (Li, Na, K, Rb, and Cs) metal-exchanged, and alkaline-earth (Mg, Ca, Sr, and Ba) metal-exchanged zeolites. The fitting methodology is based on adsorbate-adsorbent interaction energies obtained from periodic density functional theory calculations and corrected using the coupled-cluster method applied to small model clusters. To ensure an accurate prediction of both adsorption and diffusion properties of water, sets of configurations that sample both adsorption sites and intracrystalline hopping transition states were used in the fitting. The quality of the force field is assessed for a wide range of zeolites with different topologies and chemical compositions, demonstrating good agreement between theoretical predictions and experimental measurements of water adsorption and diffusion.

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Publication Details

Journal
ACS Physical Chemistry Au
Published
2025-08-08
DOI
https://doi.org/10.1021/acsphyschemau.5c00038
Primary Topic
Zeolite Catalysis and Synthesis
Type
article
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article

A Transferable Force Field for Predicting Adsorption and Diffusion of Water in Cationic Zeolites with Coupled Cluster Accuracy

David S. Sholl, Hanjun Fang, Alan S. S. Daou, Salah Eddine Boulfelfel et al.
ACS Physical Chemistry Au
Zeolite Catalysis and Synthesis
article

A Transferable Force Field for Predicting Adsorption and Diffusion of Water in Cationic Zeolites with Coupled Cluster Accuracy

David S. Sholl, Hanjun Fang, Alan S. S. Daou, Salah Eddine Boulfelfel, Peter I. Ravikovitch
article en

Abstract

We present a transferable force field for water in proton-exchanged, alkali (Li, Na, K, Rb, and Cs) metal-exchanged, and alkaline-earth (Mg, Ca, Sr, and Ba) metal-exchanged zeolites. The fitting methodology is based on adsorbate-adsorbent interaction energies obtained from periodic density functional theory calculations and corrected using the coupled-cluster method applied to small model clusters. To ensure an accurate prediction of both adsorption and diffusion properties of water, sets of configurations that sample both adsorption sites and intracrystalline hopping transition states were used in the fitting. The quality of the force field is assessed for a wide range of zeolites with different topologies and chemical compositions, demonstrating good agreement between theoretical predictions and experimental measurements of water adsorption and diffusion.

ACS Physical Chemistry AuVol. 5(5)
Oak Ridge National Laboratory (US), Georgia Institute of Technology (US), ExxonMobil (United States) (US)
Clean water and sanitation
Openalex Percentile: Top 84%
Zeolite Catalysis and Synthesis
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A Transferable Force Field for Predicting Adsorption and Diffusion of Water in Cationic Zeolites with Coupled Cluster Accuracy — David S. Sholl, Hanjun Fang, et al. · ACS Physical Chemistry Au (2025) | TGRS Research Map | TGRS