Periodic implementation of the random phase approximation with numerical atomic orbitals and dual reciprocal space grids
Edoardo Spadetto, Pier Herman Theodoor Philipsen, Arno F\"orster, Lucas Visscher

TL;DR
This paper introduces a parallelized RPA implementation with local atomic orbitals and dual k-grid scheme, enabling efficient and accurate study of surface adsorption phenomena in two-dimensional materials.
Contribution
It presents a novel, well-parallelized RPA method with dual k-grid approach tailored for 2D systems, improving convergence and computational efficiency.
Findings
Accurate RPA adsorption energies for CO on MgO(001)
Implementation achieves fast convergence to thermodynamic limit
Results align with previous RPA studies but overestimate experimental values
Abstract
The random phase approximation (RPA) has emerged as a prominent first-principles method in material science, particularly to study the adsorption and chemisorption of small molecules on surfaces. However, its widespread application is hampered by its relatively high computational cost. Here, we present a well-parallelised implementation of the RPA with localised atomic orbitals and pair-atomic density fitting, which is especially suitable for studying two-dimensional systems. Through a dual -grid scheme, we achieve fast and reliable convergence of RPA correlation energies to the thermodynamic limit. We demonstrate the efficacy of our implementation through an application to the adsorption of CO on MgO(001) using PBE input orbitals (RPA@PBE) Our calculated adsorption energy is in good agreement with previously published RPA@PBE studies, but, as expected, overestimates the…
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Taxonomy
TopicsMachine Learning in Materials Science · Advanced Chemical Physics Studies · Surface Chemistry and Catalysis
