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Unbiased reduced density matrices and electronic properties from full configuration interaction quantum Monte Carlo
Catherine Overy1, George H Booth1, N S Blunt1
1Chemistry Department, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, United Kingdom.
Calculating essential properties for electronic systems using projector quantum Monte Carlo is challenging. This study introduces an efficient method to sample unbiased reduced density matrices, enabling accurate property calculations in quantum Monte Carlo simulations.
Area of Science:
- Quantum chemistry
- Computational physics
- Electronic structure theory
Background:
- Calculating observable properties of electronic systems is crucial but difficult for projector quantum Monte Carlo methods.
- Pure (symmetric) expectation values are essential but computationally demanding.
Purpose of the Study:
- To develop an efficient method for sampling unbiased reduced density matrices in quantum Monte Carlo.
- To enable accurate computation of observable properties for electronic systems.
Main Methods:
- Utilizing an independent replica population of walkers within the full configuration interaction quantum Monte Carlo dynamic.
- Sampling alongside the original population to minimize computational overhead.
Main Results:
- The proposed method yields reduced density matrices free from systematic error.
- Rapid convergence to exact limits for expectation values and properties.
- A quasi-variational energy estimate accurately replaces projected estimators for multiconfigurational wavefunctions.
Conclusions:
- The novel approach provides accurate and unbiased reduced density matrices for quantum Monte Carlo simulations.
- The quasi-variational energy estimator offers a promising alternative for energy calculations.
- The method has potential for accurate extrapolation in larger quantum systems.
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