Computing chemical potentials of adsorbed or confined fluids
Rochus Schmid, Bingqing Cheng

TL;DR
This paper presents a new computational framework combining static structure factors, thermodynamic integration, and free energy perturbation to accurately compute the chemical potential of adsorbed or confined fluids, aiding in understanding their thermodynamics.
Contribution
The authors introduce a novel computational method that improves the calculation of chemical potentials for confined fluids from atomistic simulations.
Findings
Successfully applied to CO2 in MOFs
Accurately computed water in carbon nanotubes
Enhanced understanding of adsorption thermodynamics
Abstract
The chemical potential of adsorbed or confined fluids provides insight into their unique thermodynamic properties and determines adsorption isotherms. However, it is often difficult to compute this quantity from atomistic simulations using existing statistical mechanical methods. We introduce a computational framework that utilizes static structure factors, thermodynamic integration and free energy perturbation, for calculating the absolute chemical potential of fluids. For demonstration, we apply the method to compute the adsorption isotherms of carbon dioxide in a metal-organic framework (MOF) and water in carbon nanotubes.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsPhase Equilibria and Thermodynamics · Machine Learning in Materials Science · Metal-Organic Frameworks: Synthesis and Applications
