Application of Mathematics in Chemistry

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Applications of Mathematics in Chemistry

Yingbin Ge

Department of Chemistry

Central Washington University

Some terms that you may see everyday

• Single-Variable Calculus

• Multi-Variable Calculus

• Differential Equations

• Complex Functions

• Group Theory

• Probability and Statistics

• Linear Algebra

2

Some terms that chemists see everyday

• Inorganic Chemistry

• Organic Chemistry

• Biological chemistry

• Analytical Chemistry

• Physical Chemistry

• Quantum Chemistry

3

What’s in common

• Inorganic Chemistry

• Organic Chemistry

• Biochemistry

• Analytical Chemistry

• Physical Chemistry

• Quantum Chemistry

• Single-Variable Calculus

• Multi-Variable Calculus

• Differential Equations

• Complex Functions

• Group Theory

• Probability and Statistics

• Linear Algebra

4

The difference

• The life of a quantum chemist is much easier than that of a mathematician.

• We only solve one equation, the Schrödinger equation:

5

For a system with constant energy,

If the system is one-dimensional,

6

The equation becomes time-independent:

Or is the kinetic energy operator;

V(x) is the potential energy.

7

Or

If the potential energy is 0,

where

8

The general solution is

for

The energy of the particle is E; the magnitude of the momentum is .

The direction of the momentum is probabilistic; the probabilities are proportional to |A

+

| 2 and |A

-

| 2 .

9

What if we put a particle in a box?

10

The particle cannot escape from the box.

To satisfy the boundary conditions,

, where n = 1, 2, 3, …

11

12

Application 1: Quantum Teleportation

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Application 1: Quantum Teleportation

We insert a barrier and split the box into halves.

Application 1: Quantum Teleportation

50% 50%

~400, 000 km

On Earth

On the Moon

What will happen if we open the box on Earth?

Application 2: Conjugated Dyes

Cyanine

Pinacyanol

1D Box

Length

556 pm

834 pm

λ (nm)

523

605

Dicarbocyanine 1112 pm 706

16

Application 3: Quantum Dots

~2nm

Quantum dots with different sizes

Cellular imaging

17

What if the energy barrier is finite?

18

Tunneling Effect

More prominent

Hardly noticeable

19

Application 4. Scanning Tunneling Microscope http://www.ieap.uni-kiel.de/surface/ag-kipp/stm/images/stm.jpg

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Application 4. Scanning Tunneling Microscope http://prl.aps.org/50years/timeline/Scanning%

20tunneling%20microscope http://infiniflux.blogspot.com/

21

How do chemists identify unknown chemicals?

• UV-Vis Spectrometry (Conjugated Dyes)

• Infrared Spectrometry

• Raman Spectroscopy

• Nuclear Magnetic Resonance Spectrometry

• Mass Spectrometry

• All above techniques requires knowledge in mathematics.

22

IR spectrum of hydrogen chloride

• HCl is a diatomic molecule; H and Cl are connected by a single bond.

• The bond can be approximated as a harmonic oscillator.

23

The first two vibrational states

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The first two vibrational states

The actual vibrational frequencies are ~10 14 cycles/second.

25

Application 5. Infrared Spectroscopy

• Each molecule has a unique IR spectrum.

• My favorite molecule: Vanillin.

26

Not all molecules absorb IR light.

• For example, oxygen (O=O) do not absorb IR photons.

• The IR absorption intensity is proportional to the squared modulus of the transition dipole moment:

27

Group theory in IR spectroscopy

Ethene, C

2

H

4

, adopts a D

2h point group.

28

Vibrations of Ethene

• Ethene, C

2

H

4

, has 6 atoms and thus 18 motions.

• 3 are translational motions.

• 3 are rotational motions.

• 12 are vibrations, some are IR active, others not.

• If you know ethene’s point group and the symmetry labels for the vibrational modes, then it’s easy to predict which modes will be IR active.

29

Vibrations of Water

• Water, has 3 atoms and thus 9 motions.

• 3 translational motions.

• 3 rotational motions.

• 3 vibrational modes.

• What is the point group?

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Point Group Analysis

If the symmetry label corresponds to x, y, or z, then its 0  1 transition will be IR active.

The 2 A

1 symmetry and 1 B

2 modes of water are IR active.

symmetry vibrational

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Application 6: Measuring bond length

• How do chemists measure the bond length

(~10 -10 m) of a molecule?

• Solve the Schrödinger equation for the 3-D rotation of the molecule:

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HCl IR Spectrum

33

Electronic structure of a H atom

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Schrodinger Equation in Polar Coordinates

The second derivatives of Ψ with respect to x, y, and z consist of 17, 17, and 7 terms. Fortunately, most terms can be cancelled or combined:

35

Selected atomic orbitals of H

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Application 7: Neon Lights from Electron

Transitions of Atoms

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Electronic structure of multi-electron systems

• Wavefunctions that describe electrons must be anti-symmetric.

• Wave functions can be expressed in a Slater determinant.

http://kf-lin.elf.stuba.sk/~ballo/piatok/prezentacia/hartree-fock/hf_method.html

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Hartree-Fock theory

http://kf-lin.elf.stuba.sk/~ballo/piatok/prezentacia/hartree-fock/hf_method.html

39

Exact Solution

40

Application 8.

Protein folding and drug design.

Proteins are long chains of amino acids.

41

Molecular dynamics of protein folding http://www.ks.uiuc.edu/images/ofmonth/2008-05/villin-folding-process.png

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

Molecular Dynamics

• Given the initial values of force, velocity, and position for each atom, we can predict the force, velocity, and position for each atom at the first fs (10 -15 sec), the second fs, and any other time over the course of MD.

• Position can be expanded in a Taylor expansion: r ( t

0

  t )  r

0

 dr dt t

0

  t 

1

2 d 2 r dt 2 t

0

 (  t ) 2  …

.... + (-1) n

1 n !

d n r dt n

 (  t ) n t

0

• Velocity and acceleration can be obtained similarly.

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

Molecular Dynamics:

Predictor-Corrector Algorithm

Position, velocity, and acceleration are first predicted using the truncated Taylor Expansion r ( t

0

  t )  r

0

 v ( t

0

)   t 

1

2 a ( t

0

)  (  t ) 2 v ( t  a ( t 

 t )  v

0

 t )  a ( t

 a ( t

0

0

)

)   t

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Molecular Dynamics:

Predictor-Corrector Algorithm

Acceleration is then corrected :

F

 ma

  dV dr r ( t

  t ) a c

( t

  t )

 dV dr m r ( t

  t )

Position, velocity, and acceleration are then updated accordingly. δt is often set to 10 -15 sec.

45

Molecular dynamics of protein folding http://www.ks.uiuc.edu/images/ofmonth/2008-05/villin-folding-process.png

46

A drug molecule binds to a protein enzyme http://martin-protean.com/protein-structure.html

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Questions?

• Inorganic Chemistry

• Organic Chemistry

• Biological chemistry

• Analytical Chemistry

• Physical Chemistry

• Quantum Chemistry

• Single-Variable Calculus

• Multi-Variable Calculus

• Differential Equations

• Complex Functions

• Group Theory

• Probability and Statistics

• Linear Algebra

48

49

50

When will a bond break rather than vibrate?

• Each vibrational mode of water may absorb IR photons and be excited.

• The vibrational energy can be redistributed due to the anharmonicity of the vibrations.

• When will a bond eventually accumulate enough energy to break?

• Rice, Ramsperger, Kassel (RRK) Theory assumes random distribution of energy quanta among all vibrational modes.

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Probability of a selected vibrational mode accumulating enough energy (n ‡ energy quanta) to break the bond.

W total

= (n + s − 1)!/n!(s − 1)!

n is the total number of energy quanta; s is the number of vibrational modes.

W ‡ = (n − n ‡ + s − 1)! (n − n ‡ )!(s − 1)!

Prob ‡ = W ‡ /W total

Prob ‡ = [(n − n ‡ + s − 1)! (n − n ‡ ] / [(n + s − 1)!/n!]

The reaction rate is proportional to Prob ‡ .

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