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Comparative study of force-based classical density functional theory.

Florian Sammüller1, Sophie Hermann1, Matthias Schmidt1

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|April 19, 2023
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Summary
This summary is machine-generated.

We evaluated a new force-density functional theory (force-DFT) for hard sphere fluids. A hybrid approach combining standard and force-DFT improved predictions for equilibrium and dynamics, matching advanced theories.

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Area of Science:

  • Statistical Mechanics
  • Soft Matter Physics
  • Computational Physics

Background:

  • Density functional theory (DFT) is crucial for modeling fluids.
  • A recent force-DFT framework offers a new approach.
  • Evaluating its performance against simulations and standard DFT is necessary.

Purpose of the Study:

  • To reexamine and assess the recently proposed force-density functional theory (force-DFT).
  • To compare force-DFT predictions for inhomogeneous hard sphere fluids against standard DFT and simulations.
  • To develop and test a hybrid scheme to improve force-DFT performance.

Main Methods:

  • Comparison of inhomogeneous density profiles from force-DFT, standard DFT, and grand canonical Monte Carlo simulations.
  • Analysis of dynamical relaxation of hard spheres using event-driven Brownian dynamics data.
  • Development and testing of a hybrid scheme combining standard and force-DFT.

Main Results:

  • Equilibrium force-DFT alone did not outperform the standard Rosenfeld functional for hard sphere fluids.
  • Force-DFT also showed similar limitations in predicting dynamical relaxation.
  • A simple hybrid scheme, combining standard and force-DFT, significantly improved accuracy for both equilibrium and dynamics.

Conclusions:

  • Standard force-DFT, in its current form, does not offer advantages over established methods for hard sphere fluids.
  • A hybrid approach effectively rectifies the deficiencies of force-DFT.
  • The developed hybrid method achieves performance comparable to advanced theories like White Bear theory, despite its simpler foundation.