Accelerating Solvent Selection for Type II Porous Liquids

Type II porous liquids, comprising intrinsically porous molecules dissolved in a liquid solvent, potentially combine the adsorption properties of porous adsorbents with the handling advantages of liquids. Previously, discovery of appropriate solvents to make porous liquids had been limited to direct...

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Veröffentlicht in:Journal of the American Chemical Society 2022-03, Vol.144 (9), p.4071-4079
Hauptverfasser: Chang, Chao-Wen, Borne, Isaiah, Lawler, Robin M, Yu, Zhenzi, Jang, Seung Soon, Lively, Ryan P, Sholl, David S
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container_end_page 4079
container_issue 9
container_start_page 4071
container_title Journal of the American Chemical Society
container_volume 144
creator Chang, Chao-Wen
Borne, Isaiah
Lawler, Robin M
Yu, Zhenzi
Jang, Seung Soon
Lively, Ryan P
Sholl, David S
description Type II porous liquids, comprising intrinsically porous molecules dissolved in a liquid solvent, potentially combine the adsorption properties of porous adsorbents with the handling advantages of liquids. Previously, discovery of appropriate solvents to make porous liquids had been limited to direct experimental tests. We demonstrate an efficient screening approach for this task that uses COSMO-RS calculations, predictions of solvent pK a values from a machine-learning model, and several other features and apply this approach to select solvents from a library of more than 11,000 compounds. This method is shown to give qualitative agreement with experimental observations for two molecular cages, CC13 and TG-TFB-CHEDA, identifying solvents with higher solubility for these molecules than had previously been known. Ultimately, the algorithm streamlines the downselection of suitable solvents for porous organic cages to enable more rapid discovery of Type II porous liquids.
doi_str_mv 10.1021/jacs.1c13049
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subjects Porosity
Solubility
Solvents
title Accelerating Solvent Selection for Type II Porous Liquids
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