Reduced-cost sparsity-exploiting algorithm for solving coupled-cluster equations
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Updated: Mar 26, 2026

Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
Published on: April 8, 2020
Jiri Brabec1, Chao Yang1, Evgeny Epifanovsky2,3
1Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, California, 94720.
Abstract:
We present an algorithm for reducing the computational work involved in coupled-cluster (CC) calculations by sparsifying the amplitude correction within a CC amplitude update procedure. We provide a theoretical justification for this approach, which is based on the convergence theory of inexact Newton iterations. We demonstrate by numerical examples that, in the simplest case of the CCD equations, we can sparsify the amplitude correction by setting, on average, roughly 90% nonzero elements to zeros without a major effect on the convergence of the inexact Newton iterations.
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