Litcius/Paper detail

Optimizing Jastrow factors for the transcorrelated method

J. Philip Haupt, Seyed Mohammadreza Hosseini, Pablo López Ríos, Werner Dobrautz, Aron J. Cohen, Ali Alavi

2023The Journal of Chemical Physics27 citationsDOIOpen Access PDF

Abstract

We investigate the optimization of flexible tailored real-space Jastrow factors for use in the transcorrelated (TC) method in combination with highly accurate quantum chemistry methods, such as initiator full configuration interaction quantum Monte Carlo (FCIQMC). Jastrow factors obtained by minimizing the variance of the TC reference energy are found to yield better, more consistent results than those obtained by minimizing the variational energy. We compute all-electron atomization energies for the challenging first-row molecules C2, CN, N2, and O2 and find that the TC method yields chemically accurate results using only the cc-pVTZ basis set, roughly matching the accuracy of non-TC calculations with the much larger cc-pV5Z basis set. We also investigate an approximation in which pure three-body excitations are neglected from the TC-FCIQMC dynamics, saving storage and computational costs, and show that it affects relative energies negligibly. Our results demonstrate that the combination of tailored real-space Jastrow factors with the multi-configurational TC-FCIQMC method provides a route to obtaining chemical accuracy using modest basis sets, obviating the need for basis-set extrapolation and composite techniques.

Topics & Concepts

ExtrapolationBasis (linear algebra)Basis setQuantum Monte CarloSet (abstract data type)Monte Carlo methodMatching (statistics)Statistical physicsQuantumQuantum chemicalAlgorithmPhysicsComputer scienceMoleculeQuantum mechanicsMathematicsStatisticsProgramming languageGeometryAdvanced Chemical Physics StudiesCatalytic Processes in Materials ScienceMachine Learning in Materials Science