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Matrix Product States with Large Sites.

Henrik R Larsson1, Huanchen Zhai1, Klaas Gunst1,2,3

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|January 21, 2022
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Summary
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We introduce a special cluster structure for matrix product states (MPS) that reduces computational cost for multireference (MR) theories. This method efficiently describes correlated electronic structures, proving useful for complex molecular systems.

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Area of Science:

  • Computational Chemistry
  • Quantum Chemistry
  • Theoretical Chemistry

Background:

  • Matrix Product States (MPS) are powerful tools for simulating quantum many-body systems.
  • Traditional clustering in MPS can lead to prohibitive computational costs, limiting applications.
  • Describing correlated multireference (MR) electronic structures requires advanced computational methods.

Purpose of the Study:

  • To investigate novel strategies for grouping orbitals into clusters within MPS.
  • To propose an efficient MPS cluster structure for enhanced computational advantage.
  • To apply this formalism to various correlated multireference theories.

Main Methods:

  • Exploration of generic versus specialized MPS cluster structures.
  • Development of a special cluster MPS involving only the first and last orbitals/sites.
  • Implementation of uncontracted multireference configuration interaction, perturbation, and linearized coupled cluster theories using the proposed MPS.

Main Results:

  • A special cluster MPS structure offers significant computational advantages over generic approaches.
  • The proposed method successfully implements various uncontracted MR theories.
  • Applications to nitrogen dimer, chromium dimer, and benzene demonstrate utility with up to two large cluster sites.

Conclusions:

  • The special cluster MPS formalism provides a computationally efficient route for multireference electronic structure calculations.
  • This approach is flexible and useful for analyzing the accuracy of different multireference approximations.
  • The method enables accurate descriptions of complex molecular systems with correlated electronic structures.