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Bridging molecular-scale interfacial science with continuum-scale models.

Authors :
Ilgen AG
Borguet E
Geiger FM
Gibbs JM
Grassian VH
Jun YS
Kabengi N
Kubicki JD
Source :
Nature communications [Nat Commun] 2024 Jun 22; Vol. 15 (1), pp. 5326. Date of Electronic Publication: 2024 Jun 22.
Publication Year :
2024

Abstract

Solid-water interfaces are crucial for clean water, conventional and renewable energy, and effective nuclear waste management. However, reflecting the complexity of reactive interfaces in continuum-scale models is a challenge, leading to oversimplified representations that often fail to predict real-world behavior. This is because these models use fixed parameters derived by averaging across a wide physicochemical range observed at the molecular scale. Recent studies have revealed the stochastic nature of molecular-level surface sites that define a variety of reaction mechanisms, rates, and products even across a single surface. To bridge the molecular knowledge and predictive continuum-scale models, we propose to represent surface properties with probability distributions rather than with discrete constant values derived by averaging across a heterogeneous surface. This conceptual shift in continuum-scale modeling requires exponentially rising computational power. By incorporating our molecular-scale understanding of solid-water interfaces into continuum-scale models we can pave the way for next generation critical technologies and novel environmental solutions.<br /> (© 2024. This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.)

Details

Language :
English
ISSN :
2041-1723
Volume :
15
Issue :
1
Database :
MEDLINE
Journal :
Nature communications
Publication Type :
Academic Journal
Accession number :
38909017
Full Text :
https://doi.org/10.1038/s41467-024-49598-y