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gptkbp:instanceOf
|
computational method
|
|
gptkbp:accuracy
|
high for ground state energies
limited for excited states
|
|
gptkbp:advantage
|
accurate treatment of electron correlation
|
|
gptkbp:alternativeTo
|
gptkb:Hartree-Fock_method
gptkb:Configuration_Interaction_method
gptkb:Density_Matrix_Renormalization_Group
exact diagonalization
|
|
gptkbp:basisFor
|
gptkb:Schrödinger_equation
probability distributions
statistical sampling
|
|
gptkbp:developedBy
|
1950s
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|
gptkbp:field
|
gptkb:quantum_physics
computational physics
quantum chemistry
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Quantum Monte Carlo
|
|
gptkbp:includes
|
gptkb:Auxiliary_Field_Quantum_Monte_Carlo
gptkb:Diffusion_Monte_Carlo
gptkb:Path_Integral_Monte_Carlo
gptkb:Variational_Monte_Carlo
|
|
gptkbp:limitation
|
computationally expensive
fermion sign problem
|
|
gptkbp:method
|
stochastic method
|
|
gptkbp:notableContributor
|
gptkb:William_A._Lester_Jr.
gptkb:B._J._Alder
gptkb:David_Ceperley
gptkb:James_B._Anderson
|
|
gptkbp:notableFor
|
condensed matter physics
nuclear physics
quantum dots
high-temperature superconductors
quantum magnetism
quantum fluids
electronic structure calculations
|
|
gptkbp:notablePublication
|
gptkb:Ceperley_and_Alder,_Science,_1980
|
|
gptkbp:relatedTo
|
gptkb:Density_Functional_Theory
gptkb:Monte_Carlo_method
gptkb:Quantum_mechanics
|
|
gptkbp:requires
|
large computational resources
|
|
gptkbp:software
|
gptkb:CASINO
gptkb:QMC=Chem
gptkb:QMCPACK
gptkb:QWalk
gptkb:TurboRVB
|
|
gptkbp:usedFor
|
simulating quantum systems
solving quantum many-body problems
|
|
gptkbp:uses
|
gptkb:Monte_Carlo_integration
random sampling
|
|
gptkbp:bfsParent
|
gptkb:Quantum_Chemistry
|
|
gptkbp:bfsLayer
|
6
|