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Updated: Feb 25, 2026

Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
Published on: April 8, 2020
Analytic energy gradients for the coupled-cluster singles and doubles with perturbative triples method with the
Uğur Bozkaya1, C David Sherrill2
1Department of Chemistry, Hacettepe University, Ankara 06800, Turkey.
This study introduces an efficient density-fitting (DF) approximation for coupled-cluster singles and doubles with perturbative triples [CCSD(T)] analytic gradients, significantly speeding up calculations. The DF-CCSD(T) method accelerates computations by avoiding four-index integrals and reducing data handling.
Area of Science:
- Computational Chemistry
- Quantum Chemistry
- Theoretical Chemistry
Background:
- Analytic gradients are crucial for molecular property calculations.
- Coupled-cluster singles and doubles with perturbative triples [CCSD(T)] is a high-accuracy electronic structure method.
- Computational cost can be a bottleneck for large systems.
Purpose of the Study:
- To develop and implement an efficient density-fitting (DF) approximation for CCSD(T) analytic gradients.
- To assess the computational speedup and accuracy of the DF-CCSD(T) method.
- To reduce the computational burden of high-accuracy quantum chemical calculations.
Main Methods:
- Implementation of analytic gradients for the density-fitting approximation of CCSD(T) [DF-CCSD(T)].
- Utilized 2- and 3-index two-particle density matrices (TPDMs) instead of 4-index TPDMs.
- Avoided the use of four-index two-electron integrals in gradient term evaluation.
Main Results:
- The DF-CCSD(T) method achieved a speedup of more than 2-fold for analytic gradients compared to conventional CCSD(T).
- Computational time for C6H14 analytic gradients reduced from 106.2 h [CCSD(T)] to 49.8 h [DF-CCSD(T)].
- Errors introduced by the DF approximation were found to be negligible for equilibrium geometries and harmonic vibrational frequencies.
Conclusions:
- The density-fitting approximation provides a substantial acceleration for CCSD(T) analytic gradients.
- DF-CCSD(T) is a computationally efficient and accurate method for electronic structure calculations.
- This approach significantly reduces computational cost without compromising accuracy.
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