The Doubles Connected Moments Expansion: A Tractable Approximate Horn-Weinstein Approach for Quantum Chemistry

TL;DR

This paper introduces the Double Connected Moments (DCM(N)) method, a computationally efficient approach for estimating correlation energies in quantum chemistry that outperforms traditional methods like MP2 and CCD.

Contribution

The paper develops a new tractable approximation scheme for connected moments limited to double excitations, improving accuracy and efficiency in quantum chemical calculations.

Findings

DCM(N) exhibits smooth convergence across test cases.

DCM(N) outperforms MP2 and CCD in correlation energy recovery.

Using Brueckner references, DCM(N) surpasses CCSD accuracy in most cases.

Abstract

Ab initio methods based on the second-order and higher connected moments, or cumulants, of a reference function have seen limited use in the determination of correlation energies of chemical systems throughout the years. Moment-based methods have remained unattractive relative to more ubiquitous methods, such as perturbation theory and coupled cluster theory, due in part to the intractable cost of assembling moments of high-order and poor performance of low-order expansions. Many of the traditional quantum chemical methodologies can be recast as a selective summation of perturbative contributions to their energy; using this familiar structure as a guide in selecting terms, we develop a scheme to approximate connected moments limited to double excitations. The tractable Double Connected Moments (DCM(N)) approximation is developed and tested against a multitude of common single-reference methods to determine its efficacy in the determination of the correlation energy of model systems and small molecules. The DCM(N) sequence of energies exhibits smooth convergence, with compute costs that scale as a non-iterative O(N^6) with molecule size, M. Numerical tests on correlation energy recovery for 55 small molecules comprising the G1 test set in the cc-pVDZ basis show that DCM(N) strongly outperforms MP2 and even CCD with a Hartree-Fock reference. When using an approximate Brueckner reference from orbital-optimized (oo) MP2, the resulting oo:DCM(N) energies converge to values more accurate than CCSD for 49 of 55 molecules.