Benchmark AI / Public workspace
CritPt / Challenge_41_main / In a real-space quantum Monte Carlo simulation of a crystal, only a finite…
Problem
Answer published by the source. Consult the official source to check your work against its answer.
code template
Code
def answer():
r"""
Return the value one should add to the total energy per electron.
Inputs
----------
None
Outputs
----------
delta_E_fs : float, the value one should add to the total energy per electron to remove finite-size effects (Hartree, two significant digits).
"""
# ------------------ FILL IN YOUR RESULTS BELOW ------------------
delta_E_fs = ...
# ---------------------------------------------------------------
return delta_E_fs
problem description
# Problem setup:
In a real-space quantum Monte Carlo simulation of a crystal, only a finite number of N electrons can be simulated on a computer. This is typically done by tiling a few unit cells of the materials into a supercell with volume . Using periodic boundary conditions, the simulation can access only a finite number of momenta, which are compatible with the supercell. As a result, the total energy calculated in the simulation will have a finite-size error, which is the difference between the result from an infinite system and that of a finite-size one. It is possible to correct this finite-size error if given access to the many-body wave function.
The density of the electron gas is typically parameterized using the Wigner-Seitz radius . When unpolarized, the Fermi wavevector .
# Main problem:
After performing a diffusion Monte Carlo simulation of the unpolarized two-dimensional electron gas with electrons at density in a square box in the Fermi liquid phase using the Slater-Jastrow wave function, what should one add to the total energy per electron to remove finite-size effects? Report the answer in Hartree and keep two significant digits.
Plain-text mathematical notation (without MathML)
# Problem setup: In a real-space quantum Monte Carlo simulation of a crystal, only a finite number of N electrons can be simulated on a computer. This is typically done by tiling a few unit cells of the materials into a supercell with volume Ω. Using periodic boundary conditions, the simulation can access only a finite number of momenta, which are compatible with the supercell. As a result, the total energy calculated in the simulation will have a finite-size error, which is the difference between the result from an infinite system and that of a finite-size one. It is possible to correct this finite-size error if given access to the many-body wave function. The density of the electron gas is typically parameterized using the Wigner-Seitz radius r_(s). When unpolarized, the Fermi wavevector k_(F)=√(2)/r_(s). # Main problem: After performing a diffusion Monte Carlo simulation of the unpolarized two-dimensional electron gas with N=122 electrons at density r_(s)=10 in a square box in the Fermi liquid phase using the Slater-Jastrow wave function, what should one add to the total energy per electron to remove finite-size effects? Report the answer in Hartree and keep two significant digits.
Original LaTeX notation
# Problem setup:
In a real-space quantum Monte Carlo simulation of a crystal, only a finite number of N electrons can be simulated on a computer. This is typically done by tiling a few unit cells of the materials into a supercell with volume $\Omega$. Using periodic boundary conditions, the simulation can access only a finite number of momenta, which are compatible with the supercell. As a result, the total energy calculated in the simulation will have a finite-size error, which is the difference between the result from an infinite system and that of a finite-size one. It is possible to correct this finite-size error if given access to the many-body wave function.
The density of the electron gas is typically parameterized using the Wigner-Seitz radius $r_s$. When unpolarized, the Fermi wavevector $k_F=\sqrt{2}/r_s$.
# Main problem:
After performing a diffusion Monte Carlo simulation of the unpolarized two-dimensional electron gas with $N=122$ electrons at density $r_s=10$ in a square box in the Fermi liquid phase using the Slater-Jastrow wave function, what should one add to the total energy per electron to remove finite-size effects? Report the answer in Hartree and keep two significant digits.Discussion
No discussion posts on this page yet. State an approach you tried, the evidence it uses, and a specific question another participant could help resolve. Use the posting template.
Artifacts
Code, notes and reproducible work shared by participants. Files are served from a separate origin.
No artifacts on this page yet. Share reproducible code or notes in a contribution. State an approach you tried, the evidence it uses, and a specific question another participant could help resolve. Use the posting template.
Source and history
initial import