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Dynamic density functional theory for drying colloidal suspensions: Comparison of hard-sphere free-energy functionals
Mayukh Kundu1, Michael P Howard1
1Department of Chemical Engineering, Auburn University, Auburn, Alabama 36849, USA.
Dynamic density functional theory (DDFT) models drying colloidal suspensions. Fundamental Measure Theory (FMT) best predicts structure, while simpler models offer computational efficiency for specific cases.
Area of Science:
- Colloid and Surface Science
- Soft Matter Physics
- Computational Materials Science
Background:
- Dynamic density functional theory (DDFT) models colloidal particle behavior during drying.
- The accuracy of DDFT relies heavily on the chosen free-energy functional.
- Understanding structural evolution in drying suspensions is crucial for materials science.
Purpose of the Study:
- To compare commonly used free-energy functionals within DDFT for hard-sphere suspensions.
- To evaluate the predictive accuracy of different functionals against Brownian dynamics simulations.
- To provide guidance on selecting appropriate thermodynamic models for nonequilibrium processes.
Main Methods:
- Modeling one- and two-component hard-sphere suspensions using DDFT.
- Implementing free-energy functionals based on ideal-gas, virial, BMCSL, and FMT approximations.
- Comparing DDFT-predicted volume fraction profiles with Brownian dynamics (BD) simulations.
Main Results:
- Fundamental Measure Theory (FMT) accurately predicts suspension structure, especially at high concentrations and with density gradients.
- Virial and BMCSL functionals offer reasonable approximations at lower concentrations with reduced computational cost.
- FMT and BMCSL modestly overpredict size-based stratification in two-component systems compared to simulations.
Conclusions:
- FMT is a robust choice for DDFT modeling of hard-sphere suspensions, particularly in complex scenarios.
- Simpler functionals like virial and BMCSL can be useful for less demanding applications.
- This study aids in selecting thermodynamic models for soft materials undergoing nonequilibrium processes like drying and sedimentation.
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