Dichroism in molecules: Difference between revisions

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'''WARNING: under construction'''
[[File:Chirality with hands.svg|x300px|frameless|right|Chirality representation with hands, from wikipedia]]


[[File:Chirality with hands.svg|x300px|frameless|right|Chirality representation with hands, from wikipedia]]
Circular dichroism (CD) is dichroism involving circularly polarized light, i.e., the differential absorption of left- and right-handed light<ref name="wiki_CD"/>.
 
[[File:Deltan equation.png|x30px|frameless|Yambo tutorial image]]


Circular dichroism (CD) is dichroism involving circularly polarized light, i.e., the differential absorption of left- and right-handed light<ref name="wiki_CD"/>. Dichroism in absorption can originate from an asymmetry in the dielectric tensor, which can be induced by the presence of either an external magnetic field or a spontaneous magnetization (MCD). This can be computed from the off-diagonal elements of the dielectric tensor. See the tutorial on [[The magneto-optical Kerr effect]] (MOKE). Another form of dichroism can be due to the chiral nature of molecules or materials<ref name="wiki_chiral"/> and goes under the name of natural circular dichroism (NCD). This latter can be related to the beta tensor and will be discussed in the present tutorial.
Dichroism in absorption can originate from an asymmetry in the dielectric tensor, which can be induced by the presence of either an external magnetic field or a spontaneous magnetization (MCD). This can be computed from the off-diagonal elements of the dielectric tensor. See the tutorial on [[The magneto-optical Kerr effect]] (MOKE). Another form of dichroism can be due to the chiral nature of molecules or materials<ref name="wiki_chiral"/> and goes under the name of natural circular dichroism (NCD). This latter can be related to the beta tensor and will be discussed in the present tutorial.


== Few equations ==
== Few equations ==
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NCD is described by the trace of the so called beta tensor  <br>
NCD is described by the trace of the so called beta tensor  <br>
[[File:Deltan Beta relation.png|x60px|frameless|Yambo tutorial image]]  <br>
[[File:Deltan Beta relation.png|x60px|frameless|Yambo tutorial image]]  <br>
which related the change in the electronic dipole to the time derivative of the applied magnetic field, and the magnetic dipole to the time derivative of the applied electric field  <br>
which related the change in the electronic dipole to the time derivative of the applied magnetic field, and the magnetic dipole to the time derivative of the applied electric field   
[[File:Dipoles fields relations.png|x120px|frameless|Yambo tutorial image]]  <br>
[[File:Dipoles fields relations.png|x120px|frameless|Yambo tutorial image]]  <br>


The latter can be obtained via the so called G tensor, which is similar to the dipole-dipole response function, but with electric and magnetic dipoles <br>
The latter can be obtained via the so called G tensor, which is similar to the dipole-dipole response function, but with electric and magnetic dipoles
 
[[File:Beta G tensor relation.png|x60px|frameless|Beta G tensor relation]]  <br>
[[File:Beta G tensor relation.png|x60px|frameless|Beta G tensor relation]]  <br>
[[File:Gtensor.png|x120px|frameless|Yambo tutorial image]] <br>
[[File:Gtensor.png|x120px|frameless|Yambo tutorial image]] <br>


The calculation of the magnetic dipoles is what makes NCD difficult to be computed in PBC, since these are not easily defined (solutions have been recently proposed in the literature). For isolated systems instead a simple sum over states can be employed (this is not possible in PBC because it involves diagonal intra-band dipoles):  <br>
The calculation of the magnetic dipoles is what makes NCD difficult to be computed in PBC, since these are not easily defined (solutions have been recently proposed in the literature). For isolated systems instead a simple sum over states can be employed (this is not possible in PBC because it involves diagonal intra-band dipoles):  <br>
[[File:Mdipoles sum over states.png|x70px|frameless|Yambo tutorial image]]
[[File:Mdipoles sum over states.png|x70px|frameless|Yambo tutorial image]]  
 
A detailed study of the convergence of the sum over states can be found in Ref.<ref name="Molteni2022"/>. The same approach is also used in the Siesta code.


== Prerequisites ==
== Prerequisites ==
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* Yambo core databases (9 Mb): [https://media.yambo-code.eu/educational/tutorials/files/R_methyloxirane_DBs.tar.gz R_methyloxirane_DBs.tar.gz]
* Yambo core databases (9 Mb): [https://media.yambo-code.eu/educational/tutorials/files/R_methyloxirane_DBs.tar.gz R_methyloxirane_DBs.tar.gz]


<!--
Alternatively you can re-generate the DB by your-self (also because the DB provided have been generated with small convergence parameters). To this end you just need to download and compile quantum espresso, and generate the DB using the input files and the pseudo-potentials provided. '''(TODO: input files still missing)'''
Alternatively you can re-generate the DB by your-self (also because the DB provided have been generated with small convergence parameters). To this end you just need to download and compile quantum espresso, and generate the DB using the input files and the pseudo-potentials provided. '''(TODO: input files still missing)'''
-->


=== Input files ===
=== Input files ===
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  BSEprop= "abs <span style="color:red">dich trace</span>"  # [BSS] abs/kerr/magn/dichr trace
  BSEprop= "abs <span style="color:red">dich trace</span>"  # [BSS] abs/kerr/magn/dichr trace


Since the dipoles are obtained from a sum over states it is important to converge the number of states used in the equation, this can be controlled via the input variable
Since the dipoles are obtained from a sum over states it is important to converge the number of states used in the equation, this can be controlled via the input variables
  <span style="color:red">DipBandsALL</span>                    # [DIP] Compute all bands range, not only valence and conduction
  <span style="color:red">DipBandsALL</span>                    # [DIP] Compute all bands range, not only valence and conduction
  DipApproach= "G-space v"        # [DIP] [G-space v/R-space x/Covariant/Shifted grids]
  DipApproach= "G-space v"        # [DIP] [G-space v/R-space x/Covariant/Shifted grids]
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  %
  %


A standard input file for response function in transition space is (IP approximation
A standard input file for response function in transition space is (IP approximation)
  optics                          # [R] Linear Response optical properties
  optics                          # [R] Linear Response optical properties
  bse                              # [R][BSE] Bethe Salpeter Equation.
  bse                              # [R][BSE] Bethe Salpeter Equation.
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Using the input file provided above you will obtain the following plots for absorption (alpha file, on the left) and NCD (CD file, on the right):
Using the input file provided above you will obtain the following plots for absorption (alpha file, on the left) and NCD (CD file, on the right):
{|style="margin: 10px auto;"
{|style="margin: 10px auto;"
| [[File:Methylox abs tuto.png|400px|frameless|center|Yambo tutorial, absorption in methyloxirane]]
| [[File:Methylox abs tuto.png|450px|frameless|center|Yambo tutorial, absorption in methyloxirane]]
| [[File:Methylox cd tuto.png|400px|frameless|center|Yambo tutorial, circular dichroism in methyloxirane]]
| [[File:Methylox cd tuto.png|450px|frameless|center|Yambo tutorial, circular dichroism in methyloxirane]]
|}
|}



Revision as of 09:07, 21 June 2024

Chirality representation with hands, from wikipedia

Circular dichroism (CD) is dichroism involving circularly polarized light, i.e., the differential absorption of left- and right-handed light[1].

Yambo tutorial image

Dichroism in absorption can originate from an asymmetry in the dielectric tensor, which can be induced by the presence of either an external magnetic field or a spontaneous magnetization (MCD). This can be computed from the off-diagonal elements of the dielectric tensor. See the tutorial on The magneto-optical Kerr effect (MOKE). Another form of dichroism can be due to the chiral nature of molecules or materials[2] and goes under the name of natural circular dichroism (NCD). This latter can be related to the beta tensor and will be discussed in the present tutorial.

Few equations

NCD is described by the trace of the so called beta tensor
Yambo tutorial image
which related the change in the electronic dipole to the time derivative of the applied magnetic field, and the magnetic dipole to the time derivative of the applied electric field Yambo tutorial image

The latter can be obtained via the so called G tensor, which is similar to the dipole-dipole response function, but with electric and magnetic dipoles

Beta G tensor relation
Yambo tutorial image

The calculation of the magnetic dipoles is what makes NCD difficult to be computed in PBC, since these are not easily defined (solutions have been recently proposed in the literature). For isolated systems instead a simple sum over states can be employed (this is not possible in PBC because it involves diagonal intra-band dipoles):
Yambo tutorial image

A detailed study of the convergence of the sum over states can be found in Ref.[3]. The same approach is also used in the Siesta code.

Prerequisites

Databases

R methyloxirane structure

In this tutorial we will compute NCD on Propylene oxide, also known as R-Methyloxirane[4]. R-Methyloxirane has often been used in the literature as a benchmark molecule for NCD calculations against experimental data, due to its rigidity. To this end we provide a yambo database (DB) for R_methyloxirane.


Input files

To compute NCD a standard calculation of response function in transition space needs to be performed, also setting "dich" (short for dichroism) and eventually "trace" in the "BSE_prop" variable as below

BSEprop= "abs dich trace"   # [BSS] abs/kerr/magn/dichr trace

Since the dipoles are obtained from a sum over states it is important to converge the number of states used in the equation, this can be controlled via the input variables

DipBandsALL                    # [DIP] Compute all bands range, not only valence and conduction
DipApproach= "G-space v"         # [DIP] [G-space v/R-space x/Covariant/Shifted grids]
% DipBands
   1 |  100 |                       # [DIP] Bands range for dipoles
%

A standard input file for response function in transition space is (IP approximation)

optics                           # [R] Linear Response optical properties
bse                              # [R][BSE] Bethe Salpeter Equation.
dipoles                          # [R] Oscillator strenghts (or dipoles)
BSEmod= "retarded"               # [BSE] resonant/retarded/coupling
BSKmod= "IP"                     # [BSE] IP/Hartree/HF/ALDA/SEX/BSfxc
% BSEBands
  1 |  20 |                       # [BSK] Bands range
%
% BEnRange
 4.0000 | 7.00000 |         eV    # [BSS] Energy range
%
% BDmRange
 0.10000 | 0.10000 |        eV    # [BSS] Damping range
%
BEnSteps=  1001                  # [BSS] Energy steps
% BLongDir
 1.000000 | 0.000000 | 0.000000 |        # [BSS] [cc] Electric Field
%

A part from this, it is suggested to set the input variable which helps the convergence in isolated systems

rim_cut                          # [R] Coulomb potential
NonPDirs= "XYZ"                  # [X/BSS] Non periodic chartesian directions (X,Y,Z,XY...)
RandQpts=0                       # [RIM] Number of random q-points in the BZ
RandGvec= 1                RL    # [RIM] Coulomb interaction RS components
CUTGeo= "ws xyz"                 # [CUT] Coulomb Cutoff geometry: box/cylinder/sphere/ws X/Y/Z/XY..
% CUTBox
 0.000000 | 0.000000 | 0.000000 |        # [CUT] [au] Box sides
%
CUTRadius= 0.000000              # [CUT] [au] Sphere/Cylinder radius
CUTCylLen= 0.000000              # [CUT] [au] Cylinder length
CUTwsGvec= 0.700000              # [CUT] WS cutoff: number of G to be modified

Methyloxirane

CD at the Independent Particles approximation

Here we use it to show how to compute NCD using the yambo code. Here we provide a poorly converged database, just to show how a calculation of NCD works with the yambo code. Using the input file provided above you will obtain the following plots for absorption (alpha file, on the left) and NCD (CD file, on the right):

Yambo tutorial, absorption in methyloxirane
Yambo tutorial, circular dichroism in methyloxirane

Below we also report the results with converged parameters from [3]. This simulation was done with an FCC supercell of size 50 and an energy cutoff of 90 Ry, while for the tutorial we used a supercell of size 20 and an energy cutoff of 70 Ry in the QE run. Moreover a shift of X.XX eV was applied to align the spectra with the experimental data.

Absorption spectrum of methyloxirane. Yambo results compared with experimental data.
Circular Dichroism spectrum of methyloxirane. Yambo results compared with experimental data.

Beyond the Independent Particles approximation

References

  1. Circular Dichroism on wikipedia
  2. Chiral Media on wikipedia
  3. 3.0 3.1 E. Molteni, G. Cappellini, and D. Sangalli, Ab initio circular dichroism with the Yambo code: applications to dipeptides, IOP Conf. Series: Materials Science and Engineering 1265, 012005 (2022)
  4. Propylene oxide on wikipedia