Physical Review Letters · 1999 · 81 citations · 25 references
Natural SciencesPhysicsComputational PhysicsCondensed Matter PhysicsQuantum MechanicsApproximation MethodsComputational Quantum MechanicsMonte Carlo MethodsMonte Carlo SimulationQuantum SimulationDiscretizationExactly Solvable ModelsFinite-temperature EffectsFinite-temperature SimulationsHubbard ModelLow-rank ApproximationLow-rank Matrix FactorizationQuantum Monte Carlo Algorithms
In this Letter we present a novel quantum Monte Carlo method for fermions, based on an exact decomposition of the Boltzmann operator $\mathrm{exp}(\ensuremath{-}\ensuremath{\beta}\stackrel{^}{H})$. It can be seen as a synthesis of several related methods. It has the advantage that it is free of discretization errors, and applicable to general interactions, both for ground-state and finite-temperature calculations. The decomposition is based on low-rank matrices, which allows faster calculations. As an illustration, the method is applied to an analytically solvable model (pairing in a degenerate shell) and to the Hubbard model.
25
Equation of State Calculations by Fast Computing Machines
N. Metropolis, Arianna W. Rosenbluth, M. N. Rosenbluth et al. · The Journal of Chemical Physics · 1953 · 37.1K citations
Monte Carlo sampling methods using Markov chains and their applications
W. Keith Hastings · Biometrika · 1970 · 15.2K citations
Quantum theory of many-particle systems
Alexander L. Fetter, John Dirk Walecka · 1971 · 5.1K citations
<i>The Nuclear Many-Body Problem</i>
Peter Smith Ring, Peter Schuck, M. R. Strayer · Physics Today · 1983 · 3.7K citations