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Legendre-spectral Dyson equation solver with super-exponential convergence.
Xinyang Dong1, Dominika Zgid1, Emanuel Gull1
1Department of Physics, University of Michigan, Ann Arbor, Michigan 48109, USA.
A new Legendre-spectral algorithm efficiently solves the Dyson equation for quantum many-body systems. This method improves Green's function storage and precision, enabling accurate calculations for large molecular and solid ab initio problems.
Area of Science:
- Quantum many-body physics
- Computational chemistry
- Materials science
Background:
- Quantum systems in equilibrium use imaginary time Green's function formalism.
- Large-scale ab initio calculations face challenges in Green's function storage and Dyson equation precision.
Purpose of the Study:
- To present a novel Legendre-spectral algorithm for solving the Dyson equation.
- To address storage and precision limitations in quantum many-body calculations.
Main Methods:
- Formulating the Dyson equation in Legendre coefficient space.
- Utilizing fast recursive methods for Legendre polynomial convolution.
- Developing a Dyson equation solver with quadratic scaling.
Main Results:
- Achieved faster-than-exponential convergence due to Legendre series expansion.
- Demonstrated quadratic scaling for the Dyson equation solver.
- Computed the dissociation energy of He2 with 10^-9 Eh accuracy.
Conclusions:
- The Legendre-spectral algorithm offers an efficient and accurate solution for quantum many-body problems.
- This method significantly enhances the treatment of large molecular and solid systems.
- The algorithm provides high precision with a reduced number of expansion coefficients.
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