Math Physics ML

Groups and chemistry: a nice application of Character theory

Introduction

Group theory is closely related to the study of symmetries, be they symmetries of abstract mathematical objects, or of more concrete ones such as molecules. Explicitly, group theory can be applied to infrared (IR) spectroscopy in order to predict the presence of absorption bands: If a radiation excites the molecules from the ground state into vibration, it is absorbed.
Suppose we have a list of candidate molecules for an unknown sample (which we suppose to be composed of only one molecule). Since the frequencies absorbed by a molecule are characteristic of its geometrical structure, by knowing the geometries of the candidates, we can calculate the expected number of absorption bands, which may eliminate non corresponding candidates when the actual IR spectrum is determined experimentally.

Background on Character theory

I don't provide here a course of character theory from scratch, but if you do have notions of group theory and algebra, the basic definitions and properties needed to understand this article are available here.

The general Method

Example: IR Spectroscopy of Ammonia `NH_3`


We have the molecule of ammonia :

Let `G` be the symmetry group of this structure, the conjugacy classes of `G` are:

This group is the dihedral group `D_3` (`C_{3v}` for chemists), whose character table is:

`D_3` `Id`
(1)
`C_3`
(2)
`\sigma`
(3)
`\chi_{triv}` 1 1 1
`\chi_1` 1 1 -1
`\chi_2` 2 -1 0

Using the above method we compute the standard character (using the trace of rotation matrices: `tr(Id)=3, tr(C_3) = 0, tr(\sigma) = 1`), this gives:

`D_3` `Id`
(1)
`C_3`
(2)
`\sigma`
(3)
`\chi_0` 3 0 1


`\chi_0 = \chi_{triv} + \chi_2`

and

`\chi_{dis} = 3\chi_{triv} + \chi_1 + 4\chi_2.`

The non vibration displacements give:

`\chi_{trans} + \chi_{rot} = \chi_{triv} + \chi_1 + 2\chi_2.`


We obtain

`\chi_{vib} = 2\chi_{triv} + 2\chi_2.`

Thus:
`n_0 = \langle\chi_{vib},\chi_{triv}\rangle + \langle\chi_{vib},\chi_{2}\rangle = 4.`

The analysis of the vibration modes of the ammonia molecule indeed shows four resonance frequencies respectively at:
`\nu_1 = 950` `cm^{-1}`
`\nu_1 = 1627` `cm^{-1}`
`\nu_1 = 3337` `cm^{-1}`
`\nu_1 = 3444` `cm^{-1}`
which you can visualize on this website, see [1].

Conclusion:

This article gives a basic computation method of certain absorption bands, however symmetries do not entirely determine the experimental IR spectrum of a molecule which is in practice much more complex and noisy.
A slightly modified version of this method can also be used to determine the number of absorption bands in a Raman spectrum, see [2] for details.

Sources :
[1] Resonance data from NIST WebBook
[2] Group theory for the interpretation of IR & Raman Spectra
[3] Mathematical aspect and an other example with `PCl_5` (french)
[4] Molecular vibration and IR absorption (French)