PDG: A Composite Method Based on the Resolution of the Identity
The Journal of Physical Chemistry. A
|October 18, 2021
Summary
The resolution-of-the-identity (RI) approximation significantly enhances computational efficiency for the Gaussian-3 (G3) composite method. This RI-G3 approach maintains accuracy for thermochemical properties while reducing memory costs and computation time.
Area of Science:
- Computational Chemistry
- Quantum Chemistry
- Theoretical Chemistry
Background:
- The Gaussian-3 (G3) composite approach is a standard for calculating thermochemical properties.
- Computationally intensive methods like Møller-Plesset perturbation theory (MP2) and coupled-cluster singles-doubles with noniterative triples corrections (CCSD(T)) are key components of G3.
- These methods require significant computational resources, particularly memory for two-electron repulsion integrals (ERIs).
Purpose of the Study:
- To investigate the application of the resolution-of-the-identity (RI) approximation to computationally demanding methods within the G3 framework.
- To develop and evaluate a new variant of the G3 approach, termed RI-G3 or PDG, that utilizes the RI approximation for improved efficiency.
- To assess the impact of the RI approximation on the accuracy and computational performance of G3 calculations.
Main Methods:
- Applied the resolution-of-the-identity (RI) approximation to two-electron repulsion integrals (ERIs) in MP2 and CCSD(T) calculations.
- Implemented RI-based MP2 and CCSD(T) methods using a hybrid distributed/shared memory model (MPI and OpenMP).
- Compared the accuracy and performance of the new RI-G3/PDG scheme against the standard G3 approach using the G3/99 test set for heats of formation.
Main Results:
- The RI approximation introduced negligible changes to the mean absolute errors (<0.1 kcal/mol) in heats of formation compared to standard G3.
- The standard deviations of the errors remained unaltered, indicating preserved accuracy.
- RI-MP2 energy and gradient computations achieved a 7.5× speedup.
- RI-CCSD(T) calculations nearly halved memory demand and provided a 4-5× speedup for CCSD iterations, significantly reducing computation time.
Conclusions:
- The RI-G3/PDG scheme offers a computationally efficient alternative to the standard G3 approach for thermochemical property calculations.
- The RI approximation effectively reduces computational cost and memory requirements without compromising accuracy.
- This optimized approach enables faster and more resource-friendly high-level quantum chemical calculations.
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