Group theory, representations and their applications in ...tms18.dipc.org › files-lectures ›...

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Group theory, representations and their applications in solid state TMS 2018 1

Transcript of Group theory, representations and their applications in ...tms18.dipc.org › files-lectures ›...

Page 1: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Group theory, representations and their applications in solid state

TMS 2018

1

Page 2: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Outline of the course

1. Introduction: Symmetries, degeneracies and representations.

2. Irreducible representations as building blocks. Application to molecular vibrations.

3. Operations with representations: Physical properties and spectra.

4. Spin and double valued representations. Splitting of atomic orbitals in crystals.

5. Representation theory and electronic bands.

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Page 3: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular polarizability

From vectors to tensors

To lowest order, the induced dipole moment of a molecule is proportional to the applied electric field

~P = ↵~E

Pi = ↵ijEj

is the polarizability tensor. In components ↵

The transformation properties of the polarizability are those of a tensor

8g 2 G : ↵ij ! Vik(g)Vjl(g)↵kl = V (g)↵V t(g)<latexit sha1_base64="dOxiLjmdvaUOwv+zDZp9e47Z+wo=">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</latexit><latexit sha1_base64="dOxiLjmdvaUOwv+zDZp9e47Z+wo=">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</latexit><latexit sha1_base64="dOxiLjmdvaUOwv+zDZp9e47Z+wo=">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</latexit><latexit sha1_base64="dOxiLjmdvaUOwv+zDZp9e47Z+wo=">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</latexit>

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Page 4: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular polarizability

From vectors to tensors

The polarizability describes a propertity of the molecule in equilibrium and must be invariant under all its symmetries

We will use group theory to find the most general form of the polarizability compatible with the symmetry constraints

This is easier if we consider the electrostatic energy

E ⇠ ~P · ~E ⇠ ↵ijEiEj

↵g = V (g)↵V (g)t = ↵ ) [↵, V (g)] = 0, 8g 2 G<latexit sha1_base64="xpTEHjnBnVp9yaM66OtL/Dago9Q=">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</latexit><latexit sha1_base64="xpTEHjnBnVp9yaM66OtL/Dago9Q=">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</latexit><latexit sha1_base64="xpTEHjnBnVp9yaM66OtL/Dago9Q=">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</latexit><latexit sha1_base64="xpTEHjnBnVp9yaM66OtL/Dago9Q=">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</latexit>

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Page 5: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular polarizability

From vectors to tensors

The energy is quadratic in the electric field.

All the representations in this equation are unitary: norms and scalar products are invariant under the symmetry group

The energy must be a linear combination of quadratic invariants in the electric field.

The electric field belongs to the vector representation. For the group

V (Ex

, Ey

, Ez

) = A1(Ez

) + E(Ex

, Ey

)

C3v

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Page 6: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

From vectors to tensors

A1(Ez

)⇥A1(Ez

) ! E2z

E(Ex

, Ey

)⇥ E(Ex

, Ey

) ! E2x

+ E2y

This implies↵ij

Ei

Ej

= a(E2x

+ E2y

) + bE2z

or

↵ =

0

@a 0 00 a 00 0 b

1

A

C3vThis is valid for any molecule with symmetry group

V (Ex

, Ey

, Ez

) = A1(Ez

) + E(Ex

, Ey

)<latexit sha1_base64="GL4eUHQ48lx/gpXohZQqG6dG7dQ=">AAACBXicbVDLSgMxAMzWV62vVY9eQovQopRd8dWDUJWCxwr2Ae2yZNNsG5p9kGTFdelZf0ZPot78AX/AvzFbW/A1EJjMTCAzTsiokIbxoWVmZufmF7KLuaXlldU1fX2jKYKIY9LAAQt420GCMOqThqSSkXbICfIcRlrO8Dz1W9eECxr4VzIOieWhvk9dipFUkq3nm8WafbNbs2N1bksnp7ZZTMlObaqXbL1glI0xYEoOKocVaE6VKSmACeq2/t7tBTjyiC8xQ0J0TCOUVoK4pJiRUa4bCRIiPER90lHURx4RVjLuMoLbbsChHBA4vn/PJsgTIvYclfGQHIjfXir+53Ui6R5bCfXDSBIfq4jy3IhBGcB0EtijnGDJYkUQ5lT9EuIB4ghLNVxO1f9T9i9p7pVNo2xe7heqZ5MhsmAL5EERmOAIVMEFqIMGwOAePIIX8KrdaQ/ak/b8Fc1okzeb4Ae0t08ZX5Wr</latexit><latexit sha1_base64="GL4eUHQ48lx/gpXohZQqG6dG7dQ=">AAACBXicbVDLSgMxAMzWV62vVY9eQovQopRd8dWDUJWCxwr2Ae2yZNNsG5p9kGTFdelZf0ZPot78AX/AvzFbW/A1EJjMTCAzTsiokIbxoWVmZufmF7KLuaXlldU1fX2jKYKIY9LAAQt420GCMOqThqSSkXbICfIcRlrO8Dz1W9eECxr4VzIOieWhvk9dipFUkq3nm8WafbNbs2N1bksnp7ZZTMlObaqXbL1glI0xYEoOKocVaE6VKSmACeq2/t7tBTjyiC8xQ0J0TCOUVoK4pJiRUa4bCRIiPER90lHURx4RVjLuMoLbbsChHBA4vn/PJsgTIvYclfGQHIjfXir+53Ui6R5bCfXDSBIfq4jy3IhBGcB0EtijnGDJYkUQ5lT9EuIB4ghLNVxO1f9T9i9p7pVNo2xe7heqZ5MhsmAL5EERmOAIVMEFqIMGwOAePIIX8KrdaQ/ak/b8Fc1okzeb4Ae0t08ZX5Wr</latexit><latexit sha1_base64="GL4eUHQ48lx/gpXohZQqG6dG7dQ=">AAACBXicbVDLSgMxAMzWV62vVY9eQovQopRd8dWDUJWCxwr2Ae2yZNNsG5p9kGTFdelZf0ZPot78AX/AvzFbW/A1EJjMTCAzTsiokIbxoWVmZufmF7KLuaXlldU1fX2jKYKIY9LAAQt420GCMOqThqSSkXbICfIcRlrO8Dz1W9eECxr4VzIOieWhvk9dipFUkq3nm8WafbNbs2N1bksnp7ZZTMlObaqXbL1glI0xYEoOKocVaE6VKSmACeq2/t7tBTjyiC8xQ0J0TCOUVoK4pJiRUa4bCRIiPER90lHURx4RVjLuMoLbbsChHBA4vn/PJsgTIvYclfGQHIjfXir+53Ui6R5bCfXDSBIfq4jy3IhBGcB0EtijnGDJYkUQ5lT9EuIB4ghLNVxO1f9T9i9p7pVNo2xe7heqZ5MhsmAL5EERmOAIVMEFqIMGwOAePIIX8KrdaQ/ak/b8Fc1okzeb4Ae0t08ZX5Wr</latexit><latexit sha1_base64="GL4eUHQ48lx/gpXohZQqG6dG7dQ=">AAACBXicbVDLSgMxAMzWV62vVY9eQovQopRd8dWDUJWCxwr2Ae2yZNNsG5p9kGTFdelZf0ZPot78AX/AvzFbW/A1EJjMTCAzTsiokIbxoWVmZufmF7KLuaXlldU1fX2jKYKIY9LAAQt420GCMOqThqSSkXbICfIcRlrO8Dz1W9eECxr4VzIOieWhvk9dipFUkq3nm8WafbNbs2N1bksnp7ZZTMlObaqXbL1glI0xYEoOKocVaE6VKSmACeq2/t7tBTjyiC8xQ0J0TCOUVoK4pJiRUa4bCRIiPER90lHURx4RVjLuMoLbbsChHBA4vn/PJsgTIvYclfGQHIjfXir+53Ui6R5bCfXDSBIfq4jy3IhBGcB0EtijnGDJYkUQ5lT9EuIB4ghLNVxO1f9T9i9p7pVNo2xe7heqZ5MhsmAL5EERmOAIVMEFqIMGwOAePIIX8KrdaQ/ak/b8Fc1okzeb4Ae0t08ZX5Wr</latexit>

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Molecular polarizability

From vectors to tensors

V (Ex

, Ey

, Ez

) = T2(Ex

, Ey

, Ez

)

the only quadratic invariant is E2x

+ E2y

+ E2z

This implies an isotropic polarizability

↵ =

0

@a 0 00 a 00 0 a

1

A

For any molecule with symmetry Td

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Page 8: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular vibrationsIf the molecule has A atoms, its configuration is described by a 3A dimensional vector withu = (~u1, ~u2, . . . , ~uA)

The kinetic energy is given by

where M is the diagonal mass matrix

T =AX

↵=1

1

2m↵~u

2↵ ⌘ 1

2utMu

M = dm1,m1,m1, . . . ,mA,mA,mAc

~r↵ = ~R↵ + ~u↵

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Page 9: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular vibrationsThe potential energy is expanded about the equilibrium configuration keeping only second order contributions

where U is the symmetric, but non-diagonal potential matrix

Uij =@2U

@ui@uj

U(ui) '3AX

i,j=1

1

2Uijuiuj =

1

2utUu

The lagrangian is thus given by

L =1

2utMu� 1

2utUu

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Page 10: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular vibrationsThis lagrangian gives rise to a set of coupled linear differential equations

The normal modes and frequencies are found by making the ansatz which givesu(t) = nei!t

(U �M!2)n = 0

This is not a standard eigenvalue problem due to the presence of the matrix M. To solve it, we make the change of coordinates .u = M1/2u

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Page 11: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular vibrationsThe lagrangian in the new variables

L =1

2˙ut ˙u� 1

2utU u

with gives rise to an ordinary eigenvalue problem.

U = M�1/2UM�1/2

(U � !2)n = 0

Solving the eigenvalue problem yields 3A frequencies .The corresponding normal modes satisfy .nt

↵n� = �↵�

!2↵

Reverting to the original coordinates shows that normal modes satisfy

nt↵Mn� = �↵�

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Page 12: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular vibrationsPURE VIBRATIONS The mechanical representation acts on

LM

= Ltrans

� Lrot

� LV ib

Ltrans : u = (~t, . . . ,~t )

is defined by the constraints LV ib

AX

↵=1

m↵~u↵ = 0 ,AX

↵=1

m↵(~R↵ ⇥ ~u↵) = 0

that imply with respect to the mass metric

LV ib

? Ltrans

and LV ib

? Lrot

(u1, u2) = ut1Mu2

Lrot

: u = (⇥� ⇥ ⇥R1, . . . , ⇥� ⇥ ⇥RA

)

12

Page 13: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular vibrations

Assume we have obtained symmetry-adapted coordinates for the IRs in the vibrational representation

Consider the methane molecule with symmetry .Td

V ib = A1(q1) + E(q2, q3) + T2(q4, q5, q6) + T2(q7, q8, q9)

The normal modes and frequencies are obtained by diagonalizing the potential matrix U = M�1/2UM�1/2

(U � !2)n = 0

Molecular vibrations

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Page 14: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Molecular vibrationsThe potential matrix has to be invariant under all the elements of the group . Td

[U ,M(g)] = 0, 8g 2 Td

These constrains can be solved more easily by considering the invariance of the potential energy

EP =1

2utU u

This must be a linear combination of quadratic invariants in the symmetric coordinates {q1, q2, . . . , q9}

Molecular vibrations

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Molecular vibrations

This shows that the most general potential energy for the methane molecule depends only on 5 free parameters.

A1(q1)⇥A1(q1) ! q21

E(q2, q3)⇥ E(q2, q3) ! q22 + q23

T2(q4, q5, q6)⇥ T2(q4, q5, q6) ! q24 + q25 + q26

T2(q7, q8, q9)⇥ T2(q7, q8, q9) ! q27 + q28 + q29T2(q4, q5, q6)⇥ T2(q7, q8, q9) ! q4q7 + q5q8 + q6q9

Molecular vibrations

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Molecular vibrations

or

Molecular vibrations

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Molecular vibrations

Reorder the coordinates

Molecular vibrations

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Molecular vibrations

Molecular vibrations

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Molecular vibrations

Reorder the coordinates

Molecular vibrations

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Molecular vibrations

In general, for each IR with dimension d and multiplicity m in the decomposition of Vib, there are d identical mxm matrices in the diagonal of the potential matrix.

Upon diagonalization, they give rise to m different d-degenerated frequencies.

Molecular vibrations

20

Page 21: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Given two representations and acting on representation spaces of dimensions and , the tensors in belong to the product representation

T1 T2

d1 d2L1 ⌦ L2

T3 = T1 ⇥ T2

with�3(g) = �1(g)�2(g)

General representations

Rank-2 tensors live in the 9-dimensional space and transform like the productsR3 ⌦ R3

{x1x2, y1y2, z1z2, x1y2, y1x2, y1z2, z1y2, z1x2, x1z2}

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Rank-2 tensors belong to the product representationV ⇥ V ⌘ V 2

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Appendix: The product representation

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Page 22: Group theory, representations and their applications in ...tms18.dipc.org › files-lectures › manesarroyo › slides_3.pdf · From vectors to tensors To lowest order, the induced

Number of bilinear invariantsGiven two real IRs and acting on and , bilinears in their coordinates belong to the product representation .

⌧1 ⌧2

⌧3 = ⌧1 ⇥ ⌧2

L1(x1, . . . , xd1)L2(y1, . . . , yd2)

There are no invariants if . And for equivalent IRs, the only bilinear invariant is given by

⌧1 6⌘⌧2

x1y1 + . . . xdyd

The number of bilinear invariants is equal to the number of times the identity representation is contained in ⌧3 = ⌧1 ⇥ ⌧2

m1 =1

N

X

g2G

�⇤3(g) · 1 =

1

N

X

g2G

�1(g)�2(g) = (�1,�2) = �1,2

This form of the invariant is valid only if the matrices of the two equivalent IRs are identical.

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