TY - JOUR
T1 - Stochastic evaluation of second-order many-body perturbation energies
AU - Willow, Soohaeng Yoo
AU - Kim, Kwang S.
AU - Hirata, So
N1 - Funding Information:
S.Y.W. and S.H. are supported by U.S. Department of Energy (DE-FG02-11ER16211). S.H. is a Camille Dreyfus Teacher-Scholar, a Scialog Fellow of Research Corporation for Science Advancement, and an Alumni Research Scholar of University of Illinois. S.Y.W. and K.S.K. are supported by Korean National Research Foundation (National Honor Scientist Program: 2010-0020414 and WCU: R32-2008-000-10180-0) and by Korea Institute of Science and Technology Information (KSC-2011-G3-02). We thank Dr. David M. Ceperley and Dr. Lucas K. Wagner for valuable technical advice.
PY - 2012/11/28
Y1 - 2012/11/28
N2 - With the aid of the Laplace transform, the canonical expression of the second-order many-body perturbation correction to an electronic energy is converted into the sum of two 13-dimensional integrals, the 12-dimensional parts of which are evaluated by Monte Carlo integration. Weight functions are identified that are analytically normalizable, are finite and non-negative everywhere, and share the same singularities as the integrands. They thus generate appropriate distributions of four-electron walkers via the Metropolis algorithm, yielding correlation energies of small molecules within a few mE h of the correct values after 108 Monte Carlo steps. This algorithm does away with the integral transformation as the hotspot of the usual algorithms, has a far superior size dependence of cost, does not suffer from the sign problem of some quantum Monte Carlo methods, and potentially easily parallelizable and extensible to other more complex electron-correlation theories.
AB - With the aid of the Laplace transform, the canonical expression of the second-order many-body perturbation correction to an electronic energy is converted into the sum of two 13-dimensional integrals, the 12-dimensional parts of which are evaluated by Monte Carlo integration. Weight functions are identified that are analytically normalizable, are finite and non-negative everywhere, and share the same singularities as the integrands. They thus generate appropriate distributions of four-electron walkers via the Metropolis algorithm, yielding correlation energies of small molecules within a few mE h of the correct values after 108 Monte Carlo steps. This algorithm does away with the integral transformation as the hotspot of the usual algorithms, has a far superior size dependence of cost, does not suffer from the sign problem of some quantum Monte Carlo methods, and potentially easily parallelizable and extensible to other more complex electron-correlation theories.
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U2 - 10.1063/1.4768697
DO - 10.1063/1.4768697
M3 - Article
C2 - 23205996
AN - SCOPUS:84870523740
SN - 0021-9606
VL - 137
JO - Journal of Chemical Physics
JF - Journal of Chemical Physics
IS - 20
M1 - 204122
ER -