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Stochastic Optimally Tuned Range-Separated Hybrid Density Functional Theory.

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We introduce a stochastic method for range-separated hybrid density functional theory, reducing computational cost for accurate quasiparticle energies in silicon nanocrystals. This approach offers a self-consistent Hamiltonian for further calculations.

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Area of Science:

  • Computational Chemistry
  • Quantum Mechanics
  • Materials Science

Background:

  • Density Functional Theory (DFT) is a cornerstone of electronic structure calculations.
  • Range-separated hybrid functionals offer improved accuracy but are computationally expensive.
  • Accurate calculation of quasiparticle energies, especially for frontier orbitals, is crucial for understanding material properties.

Purpose of the Study:

  • To develop a computationally efficient stochastic formulation of optimally tuned range-separated hybrid DFT.
  • To enable accurate calculation of quasiparticle energies for large systems, such as silicon nanocrystals.
  • To provide a self-consistent Hamiltonian for advanced postprocessing techniques.

Main Methods:

  • Stochastic representations of the Coulomb convolution integral.
  • Stochastic representations of the generalized Kohn-Sham density matrix.
  • Application to silicon nanocrystals up to over 3000 electrons.

Main Results:

  • Significant reduction in computational effort and scaling of the nonlocal exchange operator.
  • Accurate description of quasiparticle energies for frontier orbitals, comparable to stochastic GW methods.
  • Excellent agreement for fundamental band gaps and good agreement for band edge excitations.
  • Very low statistical errors in total energy for large systems.

Conclusions:

  • The stochastic range-separated hybrid DFT approach offers a balance between computational cost and accuracy.
  • It provides a viable and efficient alternative to traditional methods for large quantum systems.
  • The self-consistent Hamiltonian enables further sophisticated calculations, enhancing its utility.