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Published on: June 8, 2018
Spin-Projected Matrix Product States: Versatile Tool for Strongly Correlated Systems
Zhendong Li1, Garnet Kin-Lic Chan1
1Division of Chemistry and Chemical Engineering, California Institute of Technology , Pasadena, California 91125, United States.
We introduce spin-projected matrix product states (SP-MPS), a novel wave function ansatz simplifying spin adaptation in quantum chemistry calculations. This method efficiently handles complex electronic structures and magnetic systems.
Area of Science:
- Quantum Many-Body Physics
- Computational Chemistry
- Condensed Matter Theory
Background:
- Accurate description of electronic structures in molecules and materials is crucial for understanding chemical and physical properties.
- Traditional methods often struggle with systems exhibiting strong electron correlation and complex magnetic behaviors.
- Spin adaptation, ensuring wave functions are eigenfunctions of total spin, is essential for accurate magnetic property predictions.
Purpose of the Study:
- To develop a new wave function ansatz, spin-projected matrix product states (SP-MPS), that simplifies spin adaptation.
- To provide a computationally efficient method for studying strongly correlated and magnetic systems.
- To enable accurate calculations of ground and excited states, as well as various physical properties.
Main Methods:
- Constructing SP-MPS by applying a spin projector to matrix product states (MPS).
- Utilizing the matrix product operator (MPO) formalism for Hamiltonians and spin projectors.
- Developing algorithms for variational optimization, perturbation theory, and property evaluation within the SP-MPS framework.
Main Results:
- SP-MPS offers a simpler route to spin adaptation compared to explicit SU(2) symmetry incorporation in MPS.
- The ansatz connects to broken-symmetry mean-field states, facilitating exploration of complex electronic landscapes.
- An embarrassingly parallel algorithm arises naturally from the MPO representation for efficient computation.
- SP-MPS can achieve high accuracy by increasing bond dimensions and allows straightforward excited state calculations.
Conclusions:
- SP-MPS represents a significant advancement in quantum many-body methods for strongly correlated and magnetic systems.
- The method provides a versatile and efficient tool for electronic structure calculations, applicable to various models and real systems.
- This ansatz opens new avenues for quantum embedding theories and accurate prediction of molecular and material properties.
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