Transmission function(probability) T(E) in tight binding

Click For Summary

Discussion Overview

The discussion revolves around the calculation of the transmission function T(E) in the context of tight binding models for carbon nanotubes (CNTs). Participants explore the complexities of integrating T(E) over energy levels, the nature of the Green's functions involved, and the implications of using coupling matrices versus self-energies.

Discussion Character

  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant questions how to integrate the complex transmission function T(E) over the real axis, asking whether to consider only the real part or both parts separately.
  • Another participant requests clarification on the definitions used, specifically whether the Green's functions and self-energies are calculated on the real frequency axis or at Matsubara frequencies.
  • It is suggested that the transmission function should be real, and contour integration may be necessary for certain calculations, particularly when dealing with singularities in density integration.
  • A clarification is made that the trace in the expression for T(E) should involve hermitian coupling matrices rather than self-energies, which ensures that the trace is real.
  • Further elaboration indicates that while the coupling matrices are real, the Green's functions are complex, leading to a trace that contains both real and imaginary parts.
  • One participant asserts that the transmission function is indeed real, providing a mathematical argument based on properties of the trace and hermitian matrices, while noting that numerical results may show a small imaginary part that can be disregarded.
  • It is mentioned that integration of the transmission function over the real axis should not pose problems due to its bounded nature.

Areas of Agreement / Disagreement

Participants express differing views on the nature of the transmission function and the appropriate methods for integration. While some assert that T(E) is real, others raise questions about the implications of complex values in the Green's functions and the integration process. The discussion remains unresolved regarding the best approach to integrating T(E).

Contextual Notes

Participants highlight potential complications in integration due to singularities and the need for contour integration. There are also discussions about the definitions and properties of the matrices involved, which may affect the interpretation of the transmission function.

rejinisaac1
Messages
11
Reaction score
0
I am working on tight binding formulation of CNTs. The transmission function T(E), which is the trace of the product of the lead self energies and the retarded and advanced green's function.
This value is a complex entity. T(E) needs to be calculated at different energy levels and then integrated to find the current flowing. My question is: How does one integrate the complex T(E) over the real axis of energy. Do I take just the real part and integrate or integrate both real and complex part separately and then take the modulus? Please help
 
Physics news on Phys.org
Do you have a reference on the definitions used here? I am not clear on what exactly you are referring to with T(E). Are you calculating your Green's functions and self energies on the real frequency axis or at Matsubara frequencies?
 
Transmission function should be real, for both real and complex frequencies. I don't know about the transmission function, but integrating e.g. density over the real axis can be a big problem due to singularities. The solution is to use contour integration. For example, the integration
n_i \propto \int_{-\infty}^{E_F} \textrm{Im} G_{ii}^R(E) dE
is easiest to do using the half-circle contour
n_i \propto \textrm{Im} \int_{C_R} G_{ii}^R (z) dz.
Remember to first integrate and then take the imaginary part, not vice versa! The imaginary part of the Green's function is not analytic in the upper half-plane. Here the half-circle C_R starts from a point E_0, below which there should be no states available, and ends at E_F.

I have always used zero-temperature and linear response such that I have not had to do integration over energy to get the conductance. This is usually enough, since real-life bias voltage cannot be taken into account reliably in the Landauer formalism. I do not know if the reasoning above applies to transmission function, since the advanced Green's function has poles in the upper half-plane.
 
rejinisaac1 said:
The transmission function T(E), which is the trace of the product of the lead self energies and the retarded and advanced green's function.
This value is a complex entity.
Oh, and in the trace there should be no self-energies, but hermitian coupling matrices, \Gamma _{\alpha} = i (\Sigma_{\alpha}^R - \Sigma_{\alpha}^A). This makes the whole matrix product inside the trace hermitian, and thus the trace is real.
 
Thanks for the replies. Though I wrote 'lead self energies', it was the coupling matrices that I was referring to. But I still have a doubt

<br /> \Gamma _{s} = i (\Sigma_{s} - \Sigma_{s}^{\dagger}) , <br /> <br /> \Gamma _{d} = i (\Sigma_{d} - \Sigma_{d}^{\dagger}) , <br /> <br /> T(E)=Tr\left[\Gamma _{s}G^{r}\Gamma _{d}G^{a}\right]<br />

Though \Gamma_{s} and \Gamma_{d} are real, the retarded and advanced Green's functions G^{r} and G^{a} have complex values. So the trace HAS to contain both real and imaginary part.
 
rejinisaac1 said:
Though \Gamma_{s} and \Gamma_{d} are real, the retarded and advanced Green's functions G^{r} and G^{a} have complex values. So the trace HAS to contain both real and imaginary part.
T^* = \textrm{Tr} \left\{ \left[ \Gamma _{s}G^{r}\Gamma _{d}G^{a}\right] ^{\dagger} \right\} = \textrm{Tr} \left[ G^r \Gamma_d^{\dagger} G^a \Gamma_s^{\dagger} \right] = \textrm{Tr} \left[ G^r \Gamma_d G^a \Gamma_s \right] = \textrm{Tr} \left[ \Gamma _{s}G^{r}\Gamma _{d}G^{a}\right] = T.
In the third equality I used the fact that the coupling matrices are Hermitian and in the fourth equality the cyclic property of trace. This proves that the transmission function is real. Numerically you always get a very small imaginary part, which can be discarded.

The coupling matrices do not have be real, but they are Hermitian and positive-semidefinite (the matrix square root of the coupling matrices can be used to calculate the transmission matrix).

EDIT: Of course integration of the transmission function over the real axis should not be a problem, since the value is bounded by the number of modes and therefore is not singular in any case :)
 
Last edited:

Similar threads

  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 19 ·
Replies
19
Views
4K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 0 ·
Replies
0
Views
2K