Slater Determinants for Large numbers of electrons

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SUMMARY

The discussion focuses on the application of Slater determinants in quantum mechanics for modeling large numbers of non-interacting electrons, specifically in atomic systems. It highlights the computational challenges posed by determinants as the number of electrons increases, particularly beyond 40 or 50. The conversation emphasizes the utility of second quantization algebra to simplify calculations by avoiding direct manipulation of determinants, allowing for the evaluation of one- and two-particle operators through the one-particle reduced density matrix (1-RDM) and Wick's theorem. This approach streamlines the process of obtaining expectation values without the complexity of large determinants.

PREREQUISITES
  • Understanding of quantum mechanics and atomic theory
  • Familiarity with Slater determinants and their role in wavefunction construction
  • Knowledge of second quantization and its applications in quantum chemistry
  • Proficiency in linear algebra, particularly in relation to matrix operations
NEXT STEPS
  • Study the principles of second quantization in quantum mechanics
  • Learn about the construction and properties of the one-particle reduced density matrix (1-RDM)
  • Explore Wick's theorem and its applications in quantum field theory
  • Investigate numerical methods for solving the Hartree-Fock equations for large electron systems
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Quantum chemists, physicists, and computational scientists working on electronic structure calculations and those interested in advanced techniques for modeling many-body systems in quantum mechanics.

t_evans
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Disclaimer: If this is the wrong place for this, I apologise, this probably comes somewhere between QM, Atomic, Linear algebra and a spoonful of Quantum chemistry for good measure.

Anyway, for a group of non interacting (mean field) electrons, moving in a potential generated by nuclei and the average interactions with other electrons, the single particle, non relativistic Hamiltonian can be solved numerically quite easily. Then the ground state of the system is first estimated by the Slater determinant of the single electron wavefunctions, building up from the lowest energy wavefunctions to the highest required by the number of electrons.

\psi(x_1,\ldots,x_N) = \left|\begin{array}{ccc}<br /> \phi_{1}(x_{1}) &amp; \ldots &amp; \phi_{N}(x_{1})\\<br /> \vdots &amp; \ddots\\<br /> \phi_{1}(x_{N}) &amp; &amp; \phi_{N}(x_{N})<br /> \end{array}\right|

Where the variables include position and spin. Now, for small numbers of electrons, It is reasonable to just take the determinant, mod square it get the probability density function and then integrate over the required region, to generate the potential, then essentially go through the Hartree-Foch self consistency method. The problem with this is that for large N (say, 40 or 50), the determinant has enormous numbers of terms depending on 40 or 50 variables, which obviously isn't particularly practical for actually computing anything of any interest.

For the issue at hand (i.e. atomic systems), on spherical symmetry and non relativistic (ignoring the LS couping), the states are degenerate in all generality in the projected spin s_z and the projected orbital angular momentum l_z. Furthermore, looking just for a spherical potential means that all the angular integrals can be done ahead of time with the orthogonality relations of the spherical harmonics, so just looking the radial cumulative probability (which is the thing of interest for generating the potential), will look something like;

P(R) = \int dx_1 ... \int dx_N \psi^*\psi

Is there some general rule for splitting up this integral into the non orthogonal bits? For Helium and Lithium it seems that the states separate straightforwardly to (within normalisation, which has been played fast and loose with) the products of the determinants of the bits which are non-orthogonal, or for example, in Lithium, the effective state looks something like

\left|1s\downarrow;\, x_{1}\right\rangle \otimes\left|\begin{array}{cc}<br /> \left|1s\uparrow;\, x_{2}\right\rangle &amp; \left|2s\uparrow;\, x_{2}\right\rangle \\<br /> \left|1s\uparrow;\, x_{3}\right\rangle &amp; \left|2s\uparrow;\, x_{3}\right\rangle <br /> \end{array}\right|

And then further states added in the same manner? (i.e. in separate determinants for the different angular momentum and spin quantum numbers)

I've probably not been particularly clear for which I apologise, but any help would be much appreciated!
(n.b. sorry for mixing wavefunction and Dirac notation)
 
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t_evans said:
Now, for small numbers of electrons, It is reasonable to just take the determinant, mod square it get the probability density function and then integrate over the required region, to generate the potential, then essentially go through the Hartree-Foch self consistency method. The problem with this is that for large N (say, 40 or 50), the determinant has enormous numbers of terms depending on 40 or 50 variables, which obviously isn't particularly practical for actually computing anything of any interest.
This is the main use of second quantization algebra for finite particle systems: Getting rid of the determinants (and permanents). Expectation values of one- and two-particle operators can be evaluated without ever touching any determinant. Let's assume that we expand our one-particle states within a orthonormal finite basis |r>. Then a one-particle operator (e.g., the the electron density δ(r-g) (with position operator r and for the density at g)) can be evaluated by contracting the matrix elements of the operator o_{rs} = \langle r|op|s\rangle with the ``one-particle reduced density matrix'' (1-RDM) \gamma_{rs} = \langle<br /> \Phi| a^r a_s |\Phi\rangle. The latter can be evaluated trivially for a determinant |\Phi\rangle: It's one if the spin-orbitals r and s are both occupied in the determinant, and zero otherwise. More complicated expectation values can be evaluated using so-called Wick theorems and normal ordered substitution operators. Those are used to re-express expectation values for more complicated wave functions in terms of Slater derminants or configuration state functions (CSFs).

Using those techniques the actual determinants can usually be avoided.
 

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