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Toward Chemical Accuracy Using the Jastrow Correlated Antisymmetrized Geminal Power Ansatz

[Image: see text] Herein, we report accurate atomization energy calculations for 55 molecules in the Gaussian-2 (G2) set using lattice regularized diffusion Monte Carlo (LRDMC). We compare the Jastrow–Slater determinant ansatz with a more flexible JsAGPs (Jastrow correlated antisymmetrized geminal p...

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Autores principales: Raghav, Abhishek, Maezono, Ryo, Hongo, Kenta, Sorella, Sandro, Nakano, Kousuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10134432/
https://www.ncbi.nlm.nih.gov/pubmed/37014742
http://dx.doi.org/10.1021/acs.jctc.2c01141
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author Raghav, Abhishek
Maezono, Ryo
Hongo, Kenta
Sorella, Sandro
Nakano, Kousuke
author_facet Raghav, Abhishek
Maezono, Ryo
Hongo, Kenta
Sorella, Sandro
Nakano, Kousuke
author_sort Raghav, Abhishek
collection PubMed
description [Image: see text] Herein, we report accurate atomization energy calculations for 55 molecules in the Gaussian-2 (G2) set using lattice regularized diffusion Monte Carlo (LRDMC). We compare the Jastrow–Slater determinant ansatz with a more flexible JsAGPs (Jastrow correlated antisymmetrized geminal power with singlet correlation) ansatz. AGPs is built from pairing functions, which explicitly include pairwise correlations among electrons, and hence, this ansatz is expected to be more efficient in recovering the correlation energy. The AGPs wave functions are first optimized at the variational Monte Carlo (VMC) level, which includes both the Jastrow factor and the nodal surface optimization. This is followed by the LRDMC projection of the ansatz. Remarkably, for many molecules, the LRDMC atomization energies obtained using the JsAGPs ansatz reach chemical accuracy (∼1 kcal/mol), and for most other molecules, the atomization energies are accurate within ∼5 kcal/mol. We obtained a mean absolute deviation of 1.6 kcal/mol with JsAGPs and 3.2 kcal/mol with JDFT (Jastrow factor + Slater determinant with DFT orbitals) ansatzes. This work shows the effectiveness of the flexible AGPs ansatz for atomization energy calculations and electronic structure simulations in general.
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spelling pubmed-101344322023-04-28 Toward Chemical Accuracy Using the Jastrow Correlated Antisymmetrized Geminal Power Ansatz Raghav, Abhishek Maezono, Ryo Hongo, Kenta Sorella, Sandro Nakano, Kousuke J Chem Theory Comput [Image: see text] Herein, we report accurate atomization energy calculations for 55 molecules in the Gaussian-2 (G2) set using lattice regularized diffusion Monte Carlo (LRDMC). We compare the Jastrow–Slater determinant ansatz with a more flexible JsAGPs (Jastrow correlated antisymmetrized geminal power with singlet correlation) ansatz. AGPs is built from pairing functions, which explicitly include pairwise correlations among electrons, and hence, this ansatz is expected to be more efficient in recovering the correlation energy. The AGPs wave functions are first optimized at the variational Monte Carlo (VMC) level, which includes both the Jastrow factor and the nodal surface optimization. This is followed by the LRDMC projection of the ansatz. Remarkably, for many molecules, the LRDMC atomization energies obtained using the JsAGPs ansatz reach chemical accuracy (∼1 kcal/mol), and for most other molecules, the atomization energies are accurate within ∼5 kcal/mol. We obtained a mean absolute deviation of 1.6 kcal/mol with JsAGPs and 3.2 kcal/mol with JDFT (Jastrow factor + Slater determinant with DFT orbitals) ansatzes. This work shows the effectiveness of the flexible AGPs ansatz for atomization energy calculations and electronic structure simulations in general. American Chemical Society 2023-04-04 /pmc/articles/PMC10134432/ /pubmed/37014742 http://dx.doi.org/10.1021/acs.jctc.2c01141 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Raghav, Abhishek
Maezono, Ryo
Hongo, Kenta
Sorella, Sandro
Nakano, Kousuke
Toward Chemical Accuracy Using the Jastrow Correlated Antisymmetrized Geminal Power Ansatz
title Toward Chemical Accuracy Using the Jastrow Correlated Antisymmetrized Geminal Power Ansatz
title_full Toward Chemical Accuracy Using the Jastrow Correlated Antisymmetrized Geminal Power Ansatz
title_fullStr Toward Chemical Accuracy Using the Jastrow Correlated Antisymmetrized Geminal Power Ansatz
title_full_unstemmed Toward Chemical Accuracy Using the Jastrow Correlated Antisymmetrized Geminal Power Ansatz
title_short Toward Chemical Accuracy Using the Jastrow Correlated Antisymmetrized Geminal Power Ansatz
title_sort toward chemical accuracy using the jastrow correlated antisymmetrized geminal power ansatz
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10134432/
https://www.ncbi.nlm.nih.gov/pubmed/37014742
http://dx.doi.org/10.1021/acs.jctc.2c01141
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