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Homework 1
Dai - Nam Le
In[212]:= ClearAll "Global` "
1) Define a FCC lattice a×a×a with a = 2
In mathematica, there are lattice data for all Bravais lattices.
In[213]:= LatticeData "FaceCenteredCubic", "Image"
Out[213]=
2) Define basis vectors
Lattice data in mathematica also provide information about basis vectors of Bravais lattice
In[214]:= a1, a2, a3 LatticeData "FaceCenteredCubic", "Basis"
Out[214]= 1, 1, 0 , 1, 1, 0 , 0, 1, 1
Constructing FCC lattice via basis vectors
In[215]:= FCCPoints n1_, n2_, n3_ : n1 a1 n2 a2 n3 a3;
FCCList ;
n 6;
amax 2;
For n1 n, n1 n, n1 ,
For n2 n, n2 n, n2 ,
For n3 n, n3 n, n3 ,
If Table FCCPoints n1, n2, n3 i amax &&
FCCPoints n1, n2, n3 i amax, i, 1, 3 True, True, True ,
FCCList Join FCCList, FCCPoints n1, n2, n3
basis Graphics3D Arrowheads .05, 1 , Arrow Tube 0, 0, 0 , a1 , .025 ,
Arrow Tube 0, 0, 0 , a2 , .025 , Arrow Tube 0, 0, 0 , a3 , .025 ;
gridlines ParametricPlot3D 0, 0, t , 2, 0, t , 0, 2, t , 0, 2, t ,
2, 0, t , 2, 2, t , 2, 2, t , 2, 2, t , 2, 2, t , 0, t, 0 ,
2, t, 0 , 0, t, 2 , 0, t, 2 , 2, t, 0 , 2, t, 2 , 2, t, 2 ,
2, t, 2 , 2, t, 2 , t, 0, 0 , t, 2, 0 , t, 0, 2 , t, 0, 2 ,
t, 2, 0 , t, 2, 2 , t, 2, 2 , t, 2, 2 , t, 2, 2 ,
t, amax, amax , PlotRange amax, amax , amax, amax , amax, amax ,
PlotStyle AbsoluteThickness 1 , Black , AspectRatio 1 ;
FCCLattice ListPointPlot3D FCCList, PlotStyle AbsolutePointSize 10. ,
AspectRatio 1, PlotRange amax, amax , amax, amax , amax, amax ;
Show FCCLattice, basis, gridlines
Out[223]=
2
1
0
1
2
2
1
0
1
2
2
1
0
1
2
3) Find reciprocal lattice ’s basis vectors
To find reciprocal lattice ‘s basis vectors, we must solve the following system of equations
2 HW1_Nam.nb
In[224]:= b1 b1x, b1y, b1z ;
b2 b2x, b2y, b2z ;
b3 b3x, b3y, b3z ;
sol
Solve Flatten Table ai.bj 2 Π KroneckerDelta i, j , i, 1, 3 , j, 1, 3 ,
b1x, b1y, b1z, b2x, b2y, b2z, b3x, b3y, b3z ;
b1x b1x . sol 1 ;
b1y b1y . sol 1 ;
b1z b1z . sol 1 ;
b2x b2x . sol 1 ;
b2y b2y . sol 1 ;
b2z b2z . sol 1 ;
b3x b3x . sol 1 ;
b3y b3y . sol 1 ;
b3z b3z . sol 1 ;
In[237]:= b1, b2, b3
Out[237]= Π, Π, Π , Π, Π, Π , 0, 0, 2 Π
Comparing with BCC basis
In[238]:= LatticeData "BodyCenteredCubic", "Basis"
Out[238]= 2, 0, 0 , 0, 2, 0 , 1, 1, 1
4) Buid reciprocal lattice
HW1_Nam.nb 3
In[239]:= ReciprocalPoints n1_, n2_, n3_ : n1 b1 n2 b2 n3 b3;
ReciprocalList ;
n 3;
bmax 2 Π;
For n1 n, n1 n, n1 ,
For n2 n, n2 n, n2 ,
For n3 n, n3 n, n3 ,
If Table FCCPoints n1, n2, n3 i bmax &&
FCCPoints n1, n2, n3 i bmax, i, 1, 3 True, True, True ,
ReciprocalList Join ReciprocalList, ReciprocalPoints n1, n2, n3
Reciprocalbasis
Graphics3D Arrowheads .05, 1 , Arrow Tube 0, 0, 0 , b1 , .025 ,
Arrow Tube 0, 0, 0 , b2 , .025 , Arrow Tube 0, 0, 0 , b3 , .025 ;
Reciprocalgridlines ParametricPlot3D 0, 0, t , 2 Π, 0, t ,
0, 2 Π, t , 0, 2 Π, t , 2 Π, 0, t , 2 Π, 2 Π, t ,
2 Π, 2 Π, t , 2 Π, 2 Π, t , 2 Π, 2 Π, t , 0, t, 0 ,
2 Π, t, 0 , 0, t, 2 Π , 0, t, 2 Π , 2 Π, t, 0 , 2 Π, t, 2 Π ,
2 Π, t, 2 Π , 2 Π, t, 2 Π , 2 Π, t, 2 Π , t, 0, 0 ,
t, 2 Π, 0 , t, 0, 2 Π , t, 0, 2 Π , t, 2 Π, 0 , t, 2 Π, 2 Π ,
t, 2 Π, 2 Π , t, 2 Π, 2 Π , t, 2 Π, 2 Π , t, bmax, bmax ,
PlotRange bmax, bmax , bmax, bmax , bmax, bmax ,
PlotStyle AbsoluteThickness 1 , Black , AspectRatio 1 ;
ReciprocalLattice ListPointPlot3D ReciprocalList,
PlotStyle AbsolutePointSize 10. , AspectRatio 1,
PlotRange bmax, bmax , bmax, bmax , bmax, bmax ;
Show ReciprocalLattice, Reciprocalbasis, Reciprocalgridlines
Out[247]=
5
0
5
5
0
5
5
0
5
4 HW1_Nam.nb
In[248]:= Clear n1, n2, n3
sol2 Solve ReciprocalPoints n1, n2, n3 kx, ky, kz , kx, ky, kz ;
kx kx . sol2 1 ;
ky ky . sol2 1 ;
kz kz . sol2 1 ;
Represent reciprocal vector in Cartesian coordinates
In[253]:= Print "on kx ", kx
Print "on ky ", ky
Print "on kz ", kz
on kx n1 Π n2 Π
on ky n1 Π n2 Π
on kz n1 Π n2 Π 2 n3 Π
5) [1,0,0]; [1,1,0] and [1,1,1]
a) on [1,0,0] direction
In[256]:= Clear n1, n2, n3, temp, min
temp Solve ky 0, kz 0 , n2, n3 ;
n2 n2 . temp 1 ;
n3 n3 . temp 1 ;
min Minimize kx2
ky2
kz2
, kx2
ky2
kz2
0, kx 0 , n1, Integers ;
n1 n1 . min 2 ;
In[262]:= kmin100 kx, ky, kz
Out[262]= 2 Π, 0, 0
b) on [1,1,0] direction
In[263]:= Clear n1, n2, n3, temp, min
temp Solve ky kx, kz 0 , n2, n3 ;
n2 n2 . temp 1 ;
n3 n3 . temp 1 ;
min Minimize kx2
ky2
kz2
, kx2
ky2
kz2
0, kx 0 , n1, Integers ;
n1 n1 . min 2 ;
In[269]:= kmin110 kx, ky, kz
Out[269]= Π, Π, 0
c) on [1,1,1] direction
In[270]:= Clear n1, n2, n3, temp, min
temp Solve ky kx, kz kx , n2, n3 ;
n2 n2 . temp 1 ;
n3 n3 . temp 1 ;
min Minimize kx2
ky2
kz2
, kx2
ky2
kz2
0, kx 0 , n1, Integers ;
n1 n1 . min 2 ;
In[276]:= kmin111 kx, ky, kz
Out[276]= Π, Π, Π
6) Dispersion relation on kx = [100] axis
HW1_Nam.nb 5
Define high symmetry points along kx axis: point and X point
In[277]:= point 0, 0, 0 ;
Xpoint
point kmin100
2
;
point
In[279]:= point
Out[279]= 0, 0, 0
Xpoint
In[280]:= Xpoint
Out[280]= Π, 0, 0
Dispersion relation from to X (a = 2, hbar = 1, m = 1)
In[281]:= m 1;
Plot Evaluate Flatten
Table
1
2
t, 0, 0 m1 b1 m2 b2 m3 b3 . t, 0, 0 m1 b1 m2 b2 m3 b3 ,
m1, m, m , m2, m, m , m3, m, m , t, point 1 , Xpoint 1 ,
PlotRange Full, Ticks 0,
Π
4
,
Π
2
,
3 Π
4
, Π , Automatic ,
PlotStyle ColorData 35, "ColorList" , Thick ,
PlotLegends Flatten Table " " ToString m1 " " ToString m2
" " ToString m3 " ", m1, m, m , m2, m, m , m3, m, m
Out[282]=
Π
4
Π
2
3 Π
4
Π
20
40
60
80
100 1 1 1
1 1 0
1 1 1
1 0 1
1 0 0
1 0 1
1 1 1
1 1 0
1 1 1
0 1 1
0 1 0
0 1 1
0 0 1
0 0 0
0 0 1
0 1 1
0 1 0
0 1 1
1 1 1
1 1 0
1 1
1 0
1 0 0
1 0 1
1 1
1 1 0
1 1 1
6 HW1_Nam.nb

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Homework 1 of Optical Semiconductor

  • 1. Homework 1 Dai - Nam Le In[212]:= ClearAll "Global` " 1) Define a FCC lattice a×a×a with a = 2 In mathematica, there are lattice data for all Bravais lattices. In[213]:= LatticeData "FaceCenteredCubic", "Image" Out[213]= 2) Define basis vectors Lattice data in mathematica also provide information about basis vectors of Bravais lattice In[214]:= a1, a2, a3 LatticeData "FaceCenteredCubic", "Basis" Out[214]= 1, 1, 0 , 1, 1, 0 , 0, 1, 1 Constructing FCC lattice via basis vectors
  • 2. In[215]:= FCCPoints n1_, n2_, n3_ : n1 a1 n2 a2 n3 a3; FCCList ; n 6; amax 2; For n1 n, n1 n, n1 , For n2 n, n2 n, n2 , For n3 n, n3 n, n3 , If Table FCCPoints n1, n2, n3 i amax && FCCPoints n1, n2, n3 i amax, i, 1, 3 True, True, True , FCCList Join FCCList, FCCPoints n1, n2, n3 basis Graphics3D Arrowheads .05, 1 , Arrow Tube 0, 0, 0 , a1 , .025 , Arrow Tube 0, 0, 0 , a2 , .025 , Arrow Tube 0, 0, 0 , a3 , .025 ; gridlines ParametricPlot3D 0, 0, t , 2, 0, t , 0, 2, t , 0, 2, t , 2, 0, t , 2, 2, t , 2, 2, t , 2, 2, t , 2, 2, t , 0, t, 0 , 2, t, 0 , 0, t, 2 , 0, t, 2 , 2, t, 0 , 2, t, 2 , 2, t, 2 , 2, t, 2 , 2, t, 2 , t, 0, 0 , t, 2, 0 , t, 0, 2 , t, 0, 2 , t, 2, 0 , t, 2, 2 , t, 2, 2 , t, 2, 2 , t, 2, 2 , t, amax, amax , PlotRange amax, amax , amax, amax , amax, amax , PlotStyle AbsoluteThickness 1 , Black , AspectRatio 1 ; FCCLattice ListPointPlot3D FCCList, PlotStyle AbsolutePointSize 10. , AspectRatio 1, PlotRange amax, amax , amax, amax , amax, amax ; Show FCCLattice, basis, gridlines Out[223]= 2 1 0 1 2 2 1 0 1 2 2 1 0 1 2 3) Find reciprocal lattice ’s basis vectors To find reciprocal lattice ‘s basis vectors, we must solve the following system of equations 2 HW1_Nam.nb
  • 3. In[224]:= b1 b1x, b1y, b1z ; b2 b2x, b2y, b2z ; b3 b3x, b3y, b3z ; sol Solve Flatten Table ai.bj 2 Π KroneckerDelta i, j , i, 1, 3 , j, 1, 3 , b1x, b1y, b1z, b2x, b2y, b2z, b3x, b3y, b3z ; b1x b1x . sol 1 ; b1y b1y . sol 1 ; b1z b1z . sol 1 ; b2x b2x . sol 1 ; b2y b2y . sol 1 ; b2z b2z . sol 1 ; b3x b3x . sol 1 ; b3y b3y . sol 1 ; b3z b3z . sol 1 ; In[237]:= b1, b2, b3 Out[237]= Π, Π, Π , Π, Π, Π , 0, 0, 2 Π Comparing with BCC basis In[238]:= LatticeData "BodyCenteredCubic", "Basis" Out[238]= 2, 0, 0 , 0, 2, 0 , 1, 1, 1 4) Buid reciprocal lattice HW1_Nam.nb 3
  • 4. In[239]:= ReciprocalPoints n1_, n2_, n3_ : n1 b1 n2 b2 n3 b3; ReciprocalList ; n 3; bmax 2 Π; For n1 n, n1 n, n1 , For n2 n, n2 n, n2 , For n3 n, n3 n, n3 , If Table FCCPoints n1, n2, n3 i bmax && FCCPoints n1, n2, n3 i bmax, i, 1, 3 True, True, True , ReciprocalList Join ReciprocalList, ReciprocalPoints n1, n2, n3 Reciprocalbasis Graphics3D Arrowheads .05, 1 , Arrow Tube 0, 0, 0 , b1 , .025 , Arrow Tube 0, 0, 0 , b2 , .025 , Arrow Tube 0, 0, 0 , b3 , .025 ; Reciprocalgridlines ParametricPlot3D 0, 0, t , 2 Π, 0, t , 0, 2 Π, t , 0, 2 Π, t , 2 Π, 0, t , 2 Π, 2 Π, t , 2 Π, 2 Π, t , 2 Π, 2 Π, t , 2 Π, 2 Π, t , 0, t, 0 , 2 Π, t, 0 , 0, t, 2 Π , 0, t, 2 Π , 2 Π, t, 0 , 2 Π, t, 2 Π , 2 Π, t, 2 Π , 2 Π, t, 2 Π , 2 Π, t, 2 Π , t, 0, 0 , t, 2 Π, 0 , t, 0, 2 Π , t, 0, 2 Π , t, 2 Π, 0 , t, 2 Π, 2 Π , t, 2 Π, 2 Π , t, 2 Π, 2 Π , t, 2 Π, 2 Π , t, bmax, bmax , PlotRange bmax, bmax , bmax, bmax , bmax, bmax , PlotStyle AbsoluteThickness 1 , Black , AspectRatio 1 ; ReciprocalLattice ListPointPlot3D ReciprocalList, PlotStyle AbsolutePointSize 10. , AspectRatio 1, PlotRange bmax, bmax , bmax, bmax , bmax, bmax ; Show ReciprocalLattice, Reciprocalbasis, Reciprocalgridlines Out[247]= 5 0 5 5 0 5 5 0 5 4 HW1_Nam.nb
  • 5. In[248]:= Clear n1, n2, n3 sol2 Solve ReciprocalPoints n1, n2, n3 kx, ky, kz , kx, ky, kz ; kx kx . sol2 1 ; ky ky . sol2 1 ; kz kz . sol2 1 ; Represent reciprocal vector in Cartesian coordinates In[253]:= Print "on kx ", kx Print "on ky ", ky Print "on kz ", kz on kx n1 Π n2 Π on ky n1 Π n2 Π on kz n1 Π n2 Π 2 n3 Π 5) [1,0,0]; [1,1,0] and [1,1,1] a) on [1,0,0] direction In[256]:= Clear n1, n2, n3, temp, min temp Solve ky 0, kz 0 , n2, n3 ; n2 n2 . temp 1 ; n3 n3 . temp 1 ; min Minimize kx2 ky2 kz2 , kx2 ky2 kz2 0, kx 0 , n1, Integers ; n1 n1 . min 2 ; In[262]:= kmin100 kx, ky, kz Out[262]= 2 Π, 0, 0 b) on [1,1,0] direction In[263]:= Clear n1, n2, n3, temp, min temp Solve ky kx, kz 0 , n2, n3 ; n2 n2 . temp 1 ; n3 n3 . temp 1 ; min Minimize kx2 ky2 kz2 , kx2 ky2 kz2 0, kx 0 , n1, Integers ; n1 n1 . min 2 ; In[269]:= kmin110 kx, ky, kz Out[269]= Π, Π, 0 c) on [1,1,1] direction In[270]:= Clear n1, n2, n3, temp, min temp Solve ky kx, kz kx , n2, n3 ; n2 n2 . temp 1 ; n3 n3 . temp 1 ; min Minimize kx2 ky2 kz2 , kx2 ky2 kz2 0, kx 0 , n1, Integers ; n1 n1 . min 2 ; In[276]:= kmin111 kx, ky, kz Out[276]= Π, Π, Π 6) Dispersion relation on kx = [100] axis HW1_Nam.nb 5
  • 6. Define high symmetry points along kx axis: point and X point In[277]:= point 0, 0, 0 ; Xpoint point kmin100 2 ; point In[279]:= point Out[279]= 0, 0, 0 Xpoint In[280]:= Xpoint Out[280]= Π, 0, 0 Dispersion relation from to X (a = 2, hbar = 1, m = 1) In[281]:= m 1; Plot Evaluate Flatten Table 1 2 t, 0, 0 m1 b1 m2 b2 m3 b3 . t, 0, 0 m1 b1 m2 b2 m3 b3 , m1, m, m , m2, m, m , m3, m, m , t, point 1 , Xpoint 1 , PlotRange Full, Ticks 0, Π 4 , Π 2 , 3 Π 4 , Π , Automatic , PlotStyle ColorData 35, "ColorList" , Thick , PlotLegends Flatten Table " " ToString m1 " " ToString m2 " " ToString m3 " ", m1, m, m , m2, m, m , m3, m, m Out[282]= Π 4 Π 2 3 Π 4 Π 20 40 60 80 100 1 1 1 1 1 0 1 1 1 1 0 1 1 0 0 1 0 1 1 1 1 1 1 0 1 1 1 0 1 1 0 1 0 0 1 1 0 0 1 0 0 0 0 0 1 0 1 1 0 1 0 0 1 1 1 1 1 1 1 0 1 1 1 0 1 0 0 1 0 1 1 1 1 1 0 1 1 1 6 HW1_Nam.nb