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Screened Coulomb study #328

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@Ao-chuba

Study: Screened Coulomb vs. Double-Split Architecture

link to the script -> here
running the script : python examples/screened_coulomb_study.py
gives this output

Image

The plot that we get after the script runs is this :

Image

hence what we can say from this is that the Screened Coulomb method is a lose-lose. It doesn't solve the numerical instability at the nuclear cusp ($r=0$), and it severely distorts the physical accuracy of the potential everywhere else. Our Double-Split method is valid , it analytically neutralizes the cusp while preserving the exact 1/r physics with an error of $10^{-6}$.

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