Related Experiment Video
Updated: Mar 21, 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 method with the density-fitting approximation
Uğur Bozkaya1, C David Sherrill2
1Department of Chemistry, Hacettepe University, Ankara 06800, Turkey.
This study introduces an efficient method for calculating analytic gradients in coupled-cluster theory using density fitting (DF-CCSD). This significantly speeds up calculations for larger molecules, offering an 8-fold improvement for C10H22.
Area of Science:
- Computational Chemistry
- Quantum Chemistry
Background:
- Coupled-cluster singles and doubles (CCSD) is a high-accuracy quantum chemistry method.
- Analytic gradients are crucial for molecular property calculations.
- Conventional CCSD gradient calculations can be computationally expensive for large systems.
Purpose of the Study:
- To present an efficient implementation of analytic gradients for the density-fitting CCSD (DF-CCSD) method.
- To accelerate the computation of gradient terms in CCSD calculations.
- To assess the accuracy and efficiency of the DF-CCSD gradient method.
Main Methods:
- Implementation of analytic gradients for DF-CCSD, including frozen core approximations.
- Optimization of key computational steps: particle density matrix (PDM) and generalized Fock-matrix (GFM) computation, Z-vector equation solution, and back-transformations.
- Avoidance of four-index electron repulsion integrals and the four-index two-particle density matrix (TPDM) by utilizing 2- and 3-index TPDMs.
Main Results:
- DF-CCSD analytic gradients show significant acceleration compared to conventional CCSD for larger molecules.
- An 8-fold speedup was observed for the gradient terms of C10H22 using the cc-pVTZ basis set.
- The DF approach avoids the costly computation and storage of four-index integrals and TPDMs.
Conclusions:
- The developed DF-CCSD method provides a computationally efficient approach for calculating analytic gradients.
- The method introduces negligible errors in equilibrium bond lengths and harmonic vibrational frequencies.
- This advancement enables more accurate and feasible calculations for larger molecular systems.
More Related Videos
Related Concept Videos
¹H NMR: Interpreting Distorted and Overlapping Signals
As Δν decreases and the signals move closer, the doublets appear increasingly distorted. The intensities of the inner lines increase at the cost of those of the outer lines as the signals are...
Spin–Spin Coupling: Two-Bond Coupling (Geminal Coupling)
The central atom need not be NMR-active because its electrons are affected by the electron polarization of the spin-active atoms. However, spin information is transmitted less effectively than in one-bond coupling, and 2J values are usually weaker than 1J values. The energy of...
Energy Associated With a Charge Distribution
Hybridization of Atomic Orbitals II
¹H NMR Signal Multiplicity: Splitting Patterns
Spin–Spin Coupling: One-Bond Coupling

