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fix a equation in document
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yomichi committed Sep 17, 2024
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5 changes: 3 additions & 2 deletions doc/analytic_continuation/spm.rst
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Expand Up @@ -5,9 +5,10 @@ The sparse-modeling (SpM) method is a method for the analytic continuation of th

.. math::
\Sigma(\tau) = \int_{-\infty}^{\infty} d\omega \frac{e^{-\tau \omega}}{1+e^{-\beta\omega}} \Sigma(\omega)
\Sigma(\tau) = \int_{-\infty}^{\infty} d\omega \frac{e^{-\tau \omega}}{1+e^{-\beta\omega}} \rho(\omega)
where :math:`\Sigma(\tau)` is the self-energy in imaginary time and :math:`\Sigma(\omega)` is the self-energy in real frequency.
where :math:`\Sigma(\tau)` is the self-energy in imaginary time and :math:`\rho(\omega) = -\mathrm{Im}\Sigma(\omega)/\pi` is the spectral function in real frequency.
The real part of the self-energy is obtained by the Kramers-Kronig transformation from the imaginary part.

In `the SpM method <https://journals.aps.org/pre/abstract/10.1103/PhysRevE.95.061302>`_, the kernel matrix of the integral equation, :math:`e^{-\tau\omega}/(1+e^{-\beta\omega})` is decomposed by the singular value decomposition (SVD),
and the self-energies :math:`\Sigma(\tau)` and :math:`\Sigma(\omega)` are transformed by the left and right singular vectors, respectively.
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