Search results for: KSVM

• Multicomponent ionic liquid CMC prediction

  Publication

  • I. E. Kłosowska-Chomiczewska
  • W. Artichowicz
  • U. Preiss
  • C. Jungnickel

  - PHYSICAL CHEMISTRY CHEMICAL PHYSICS - Year 2017

  We created a model to predict CMC of ILs based on 704 experimental values published in 43 publications since 2000. Our model was able to predict CMC of variety of ILs in binary or ternary system in a presence of salt or alcohol. The molecular volume of IL (Vm), solvent-accessible surface (Sˆ), solvation enthalpy (DsolvGN), concentration of salt (Cs) or alcohol (Ca) and their molecular volumes (Vms and Vma, respectively) were chosen...

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• Towards Rational Biosurfactant Design—Predicting Solubilization in Rhamnolipid Solutions

  Publication

  • I. E. Kłosowska-Chomiczewska
  • A. Kotewicz
  • W. Artichowicz
  • A. Macierzanka
  • A. Głowacz-Różyńska
  • P. Szumała
  • K. Mędrzycka
  • E. Hallmann
  • E. Karpenko
  • C. Jungnickel

  - MOLECULES - Year 2021

  The efficiency of micellar solubilization is dictated inter alia by the properties of the solubilizate, the type of surfactant, and environmental conditions of the process. We, therefore, hypothesized that using the descriptors of the aforementioned features we can predict the solubilization efficiency, expressed as molar solubilization ratio (MSR). In other words, we aimed at creating a model to find the optimal surfactant and...

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