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Branching in molecular structure enhancement of solubility in CO 2 .

Kazuya KobayashiAbbas Firoozabadi
Published in: PNAS nexus (2023)
Most compounds of some 1,000 amu molecular weight (MW) and higher are poorly soluble in carbon dioxide (CO 2 ). Only at very high pressure, there may be mild solubility. This limits the use of CO 2 as a solvent and modifications of CO 2 properties through additives. We have developed a coarse-grained molecular model to investigate the dependency of the solubility of hydrocarbon oligomers (MW of ∼1,000 amu) in CO 2 and on the molecular structure. The coarse-grained model is optimized by the particle swarm optimization algorithm to reproduce density, surface tension, and enthalpy of vaporization of a highly branched hydrocarbon oligomer (poly-1-decene with six repeating units). We demonstrate that branching in molecular structure of oligomers significantly increases solubility in CO 2 . The branching in molecular structure results in up to 270-time enhancement of solubility in CO 2 than an n -alkane with the same MW. The number of structural edges (methyl group) is a key in improved CO 2 -philicity. The solubility of poly-1-decene with nine repeating units (MW of 1,264.4 amu) is higher in CO 2 than poly-1-dodecene with six repeating units (MW of 1,011.93 amu) because it has more structural edges (10 vs. 7). These results shed light on the enhancement of CO 2 -philicity by altering molecular structure rather than modifying chemical composition in compounds.
Keyphrases
  • molecular dynamics
  • carbon dioxide
  • single molecule
  • machine learning
  • molecular dynamics simulations
  • deep learning
  • ionic liquid