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| J. Chem Phys. 109,
6219 (1998) |
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| Shifted contour auxiliary field
Monte-Carlo for electronic structure: Straddling the Fermion sign problem
Roi Baer and Martin Head-Gordon
Department of Chemistry, University of California and Chemical Sciences
Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
Daniel Neuhauser
Department of Chemistry and Biochemistry, University of California,
Los-Angeles, CA 90095-1569 |
Abstract
- The auxiliary field Monte-Carlo (AFMC) technique has advantages over other ab-initio
quantum Monte-Carlo methods for Fermions as it does not seem to require approximations for
alleviating the sign problem and is directly applicable to excited states. Yet, the method
is severely limited by a numerical instability, a numerical sign problem, prohibiting
application to realistic electronic structure systems. Recently, the shifted contour
auxiliary field method (SC-AFMC) was proposed for overcoming this instability. Here we
develop a theory for the AFMC stabilization, explaining the success of SC-AFMC. |
Statistical convergence of singlet H2 correlation
energy using AFMC (triangles) and SCAFMC (squares). Bond length is 1.4 au. b=2 au. |
| We show that
the auxiliary fields can be shifted into the complex plane in a manner that considerably
stabilizes the Monte-Carlo integration using the exact one electron density. Considerable
stabilization can be achieved when an approximate Hartree-Fock density is used, showing
that an overwhelming part of the sign problem is removed by taking proper account of the
Fermion mean field density. The theory is demonstrated by application to H2. Background- Auxiliary Field Monte Carlo
(AFMC) is a Quantum Monte-Carlo method for calculating propeties of
many particle systems, where the particles are interacting via a two body potential. For
electronic structure, AFMC has been, until recently of limited use, because of the Fermion Sign Problem. Recently the group of D. Neuhauser from UCLA has
suggested the shifted countour AFMC (SCAFMC) to alleviate the sign problem. This
paper on AFMC discusses theoretically the SCAFMC and
demonstrates its performance on a H2 molecule (see figure). |
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