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qmc-lttc/qmc_uniform.py

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#!/usr/bin/env python3
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from hydrogen import *
from qmc_stats import *
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def MonteCarlo(a, nmax):
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energy = 0.
normalization = 0.
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for istep in range(nmax):
r = np.random.uniform(-5., 5., (3))
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w = psi(a,r)
w = w*w
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energy += w * e_loc(a,r)
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normalization += w
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return energy / normalization
a = 1.2
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nmax = 100000
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X = [MonteCarlo(a,nmax) for i in range(30)]
E, deltaE = ave_error(X)
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print(f"E = {E} +/- {deltaE}")