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Miscibility

This is an interface to calculate the miscibility of two compounds based on the Flory-Huggins theory. You will get the Gibbs free energy diagram of the mixture.

miscibility-1.png miscibility-1-dark.png

Theory

The FH interaction parameter χ can be calculated based on differences in Hildebrand solubility parameters δ, which provides a straightforward approach for predicting miscibility. Here, χ is calculated based on the Hildebrand solubility parameters of pure substances as [1]

\[ \chi = {V_m \over RT}(\delta_1-\delta_2)^2 \tag{1} \]

where \(V_m\) is the molar volume of the lattice segment in FH theory, approximated here as the molar volume of each chain unit, and δ is the Hildebrand Solubility parameter which is defined as:

\[ \delta = \sqrt{CED} = \sqrt{\Delta H_{vap}-RT \over V_m} \tag{2} \]

where \(\Delta H_{vap}\) is the heat of vaporization or enthalpy of vaporization.

Based on the lattice model, Flory-Huggins (FH) theory[2,3] describes the mixing behavior of binary systems through a combination of enthalpic and entropic contributions.[4] This approach allows for straightforward calculations of the Gibbs free energy of mixing[5,6]

\[ \Delta G_{mix} = RT \Big[ {\phi_1 \over x_1}\ln \phi_1 + {\phi_2 \over x_2}\ln \phi_2 + \phi_1 \phi_2 \chi \Big] \tag{3} \]

where \(R\) is the gas constant, \(T\) denotes the temperature, \(\phi_1\) and \(\phi_2\) are the volume fractions of compound 1 and compound 2 respectively, \(x\) represents the degree of polymerization, and \(\chi\) is the FH interaction parameter.

References

  1. Erlebach A, Muljaew I, Chi M, Bückmann C, Weber C, Schubert US, Sierka M. Adv Theory Simul. 2020;3:2000001. https://doi.org/10.1002/adts.202000001
  2. Flory PJ. J Chem Phys. 1942;10(1):51-61. https://doi.org/10.1063/1.1723621
  3. Huggins ML. J Am Chem Soc. 1942;64(7):1712-1719. https://doi.org/10.1021/ja01259a068
  4. Huynh L, Grant J, Leroux JC, Delmas P, Allen C. Pharm Res. 2008;25(1):147-157. https://doi.org/10.1007/s11095-007-9412-3
  5. Rubinstein M, Colby RH. Polymer physics. Oxford Academic; 2003:137-145. https://doi.org/10.1093/oso/9780198520597.001.0001
  6. Hu W. Polymer physics: a molecular approach. Springer; 2014:150-156. https://doi.org/10.1007/978-3-7091-0670-9

Compounds

You can search the compounds you want to mix by clicking on the field and selecting from the dropdown list.

miscibility-2.png miscibility-2-dark.png

You can also select the compounds using SMILES, either by typing the SMILES into the field or by using the Ketcher instance to draw the molecule [miscibility-smiles.png] [miscibility-smiles-dark.png] [miscibility-ketcher.png] [miscibility-ketcher-dark.png]

Degree of Polymerization

The default is 1 for small molecules and drugs. For polymers, you need to specify the degree of polymerization.

miscibility-3.png miscibility-3-dark.png

Temperature

You can specify the temperature in Kelvin. The default value is 298 K. [miscibility-temperature.png] [miscibility-temperature-dark-1.png]

Clear

You can click on the Clear button to clear all the content.

Run

Click on the Run button to calculate with the entered compounds and the conditions.

Example

Enter P(Val-alt-G)(polymer) and BRP201 (drug) as the compounds, and set the degree of polymerization for P(Val-old-G) as 93. Click on the Run button.:

[miscibility-8.png] [miscibility-8-dark.png]