1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling...

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1 © David Gallagher 2002 unt St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity Visualization of chemical reactivity Kinetic & thermodynamics

Transcript of 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling...

Page 1: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

1© David Gallagher 2002Mount St. Helens, WA, USA, May 18, 1980

David Gallagher *

Modeling Chemical Reactivity Visualization of chemical reactivity Kinetic & thermodynamics

Page 2: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

2© David Gallagher 2002

Visualization of Reactivity

Susceptibility to electrophilic attack? (phenol)

* K. Fukui et al, J. Chem. Phys., 11. 1433-1442 (1953)** Also, nucleophilic, radical, electrostatic potential, superdelocalizability, etc.

HOMO onelectron

iso-densitysurface

HOMO

Largest HOMO density on para & ortho positions

Partial charges

Largest negative charge on para & ortho positions

••+-

Fukui’s Frontier Density*

Electrophilic susceptibility**

Highest frontier density on para & ortho positions

Page 3: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

3© David Gallagher 2002

Susceptibility to Attack

*Fukui’s frontier density on electron isodensity surface

Electrophilic(occupied obitals)

Nucleophilic(unoccupied orbitals)

Radical(all valence orbitals)

Page 4: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

4© David Gallagher 2002

Polyester Weatherability*

• New methyl propane diol based Polyester introduced

• Competitor claims “Norrish type II” degradation mechanisms

mean rapid degradation of diols with beta hydrogens under UV

radiation, unlike competitor’s neopentyl based polyester

H

methyl propane diol neopentyl diol

Page 5: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

5© David Gallagher 2002

• Experimental accelerated test results inconsistent with “Norrish”

• “Radical susceptibilty” surfaces similar for both polyesters

* Published in Journal of Coatings Technology Vol. 67, No. 847, August ‘95

by Carl J. Sullivan & Charles F. Cooper, ARCO Chemical Company

CAChe & Tests Disprove Claims*

methyl propane polyester neopentyl polyester

H

Page 6: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

6© David Gallagher 2002

Conrotatory sterically hindered

Insights into Catalysis

A. R. Pinhas, B. K. Carpenter, J.C.S. Chem. Comm., 1980, 15.

tricyclo-octadiene bicyclo-octatriene

X

Why does iron tricarbonyl apparently catalyse this reaction?

Fe(CO)3

Disrotatory ?

Page 7: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

7© David Gallagher 2002

Frontier MO Control of Stereochemistry

• Thermal reaction: most reactive electrons in HOMO

Conrotatory

Sterically hindered

CAChe MOPAC AM1-d

Disrotatory

Sterically allowed

Fe

• Iron carbonyl changes symmetry of frontier orbital (HOMO)

Page 8: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

8© David Gallagher 2002

Improve Yield, Minimize Byproducts

83% syn

17% anti

methylnitrone

monofluoroallene

+ ?

• Thermodynamic control? Isomers have same Hf, - No!

• Kinetic control? syn-product T-state is lower energy, - Yes!

• Why is syn lower? Visualize energy terms of T-state*

*Purvis III, G. D., J. Computer Aided Molecular Design, 5 (1991) 55-80

-ON+

CF

N

O

F

N

O

F

Page 9: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

9© David Gallagher 2002

Sterics of the Transition-state

• Sterics, Frontier orbitals & Electrostatics all influence transition state

• Sterics slightly favor anti-product: but inconsistent with experiment (17%)

anti-addition (17%) syn-addition (83%)

methylnitrone

MFA

sterichindrance?

Page 10: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

10© David Gallagher 2002

Orbitals of the Transition-state

• Closest energy frontier orbitals are nitrone HOMO & MFA LUMO

• Frontier orbital overlap suggest both transition states equally allowed

anti-addition (17%) syn-addition (83%)

nitroneHOMO

MFALUMO

+

+

+

+

+

+

+

+

Page 11: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

11© David Gallagher 2002

Electrostatic Control of Yield

• Anti-addition shows +/+ repulsion, syn seems energetically favored

• Product ratios are consistent with electrostatic control (strongest long-range)

• Thus, changing solvent (dielectric) or substituents could control product yield

anti-addition (17%) syn-addition (83%)

nitrone

MFA

red: +ve

blue: -ve

Electrostatic isopotential surfaces: proton repelled by 20 kcals on red surface.

+/+

Page 12: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

12© David Gallagher 2002

Visualization of Reactivity

* K. Fukui et al, J. Chem. Phys., 11, 1433-1442 (1953)

Electrostatics (AM1)

partial charges (menu)

electrostatics on surface

electrostatic isopotential

Frontier orbitalsHOMO, LUMO, etc.

susceptibility*, (substrate only)

superdelocalizability*, (both reactants)

Stericsspace-filling

VdW (electron isodensity)

MM conformation search

Page 13: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

13© David Gallagher 2002

Thermodynamics & Kinetics

1. Thermodynamics (heat of reaction) Eproducts – Ereactants

Heats of Formation are calculated by MOPAC PM3http://www.shodor.org/UNChem/advanced/kin/arrhenius.html

Reactant Er

Energy of reaction = Ep – Er

Product Ep

Activation energy Ea = Et – Er

T-state Et

2. Kinetics (activation energy) Etransition-state - Ereactants

k = A*exp(-Ea/R*T)

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Substitution Position by Kinetics

Lowest energy* transition state = fastest reaction = main product

2) Ortho: 171 Kcals1) Para: 167 Kcals 3) Meta: 183 Kcals

Br

Br

Br

Transition states for electrophilic attack by Br+ on phenol

Page 15: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

15© David Gallagher 2002

Urethane Polymerization Reaction

• Lower temperature would reduce costs and thermal decomposition

R-N=C=O + CH3OH = RNHCOOCH3

R

Catalyst

*Malwitz, N., Reaction Kinetic Modeling from PM3 Transition State Calculations, J. Phys. Chem., Vol 99, No. 15, 1995 p. 5291

R Catalyst Solvent Activation Emethyl 43.7 kcalphenyl 41.3 kcalmethyl N(CH3)3 32.0 kcalphenyl N(CH3)3 26.9 kcalphenyl N(CH3)3 CH3OH 16.7 kcal

• Model transition states, then calculate catalyst & solvent effects

• To save time & money, CAChe used to explore reaction conditions

Project successful, saving many months& cost of chemicals for pilot scale

Page 16: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

16© David Gallagher 2002

Unexpected Insights

R

Catalyst

*Malwitz, N., Reaction Kinetic Modeling from PM3 Transition State Calculations, J. Phys. Chem., Vol 99, No. 15, 1995 p. 5291

• Literature states lone-pair of trimethylamine ‘attacks’ + of carbonyl ‘C’

• Modeling does NOT support this (lone pair of catalyst attaches to proton)

• New insight reveals alternative (or true?) mechanism

Page 17: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

17© David Gallagher 2002

Polyurethane: “Summary”

“... capable of offering insight useful toward

• minimizing unwanted side reactions

• optimizing yields

• suggesting reaction conditions

• and determining polymer composition...”

*Malwitz, N., Reaction Kinetic Modeling from PM3 Transition State Calculations, J. Phys. Chem., Vol 99, No. 15, 1995 p. 5291

Page 18: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

18© David Gallagher 2002

CPD Dimerization & Temperature

* G = H - T S

* * *

Exo

ther

mic

En

do

ther

mic

low temp

high temp

Page 19: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

19© David Gallagher 2002

Hf RMS errors (kcal.mol-1) compared to experiment

*Comparison of the accuracy of semiempirical and some DFT methods for predicting heats of formation, James J. P. Stewart, J Mol Model (2004) 10:6-12

MOPAC & DFT Accuracy

Errors in Heats of Formation (kcal/mol)*No. in set RMS error Max. error

MNDO 1,238 29.69 178.8AM1 1,238 13.80 86.1PM3 1,238 7.82 38.1PM5 1,238 6.65 33.8DFT B88-LYP (DZ) 1,238 8.50 40.3DFT B88-PW91 (DZ) 1,238 8.51 39.8

Page 20: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

20© David Gallagher 2002

Strategies for locating T-States

1. Sketch a ‘guess’

2. Modify similar TS

3. Map reaction

4. Search for saddle

Page 21: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

21© David Gallagher 2002

Map the Reaction

Screen capture with “SNAP32”, AVI movie made with “GIF Movie Gear”

Diels Alder

MOPAC PM3 Optimized Grid

Page 22: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

22© David Gallagher 2002

Reactant Product

2. Copy & name it “Product”

Search for Saddle (keto-enol)

1. Sketch “Reactant” with atom #s

T-state

4. Copy “Reactant”, name “T-state”

3. Edit to “Product” structure

5. Experiment: Search for Saddle

Page 23: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

23© David Gallagher 2002

Verifying the T-State

1. Refine

2. Verify (IR spectrum)

Page 24: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

24© David Gallagher 2002

Verify Transition State

3. Do calculated bond-orders seem reasonable?

“View | Pt. Chg. & Calc. Bond Order”

2. Do atom-distances seem reasonable?

“Adjust | Define geometry label”

1. Single negative

vibration?

“Verify T-state”

Page 25: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

25© David Gallagher 2002

Intermediates?

? ?

Intrinsic Reaction Coordinate (IRC)

Page 26: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

26© David Gallagher 2002

Reaction Path (IRC)

Intrinsic Reaction Coordinate (IRC)

Water-catalyzed keto-enol tautomerization, reaction path

Page 27: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

27© David Gallagher 2002

Solvents & Radicals

Page 28: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

28© David Gallagher 2002

Summary for locating T-States

1. Create an approximate T-state

2. Refine (consider solvents & radicals)

3. Verify (neg. vibration, bonds)

4. Check reaction path for intermediates

Page 29: 1 © David Gallagher 2002 Mount St. Helens, WA, USA, May 18, 1980 David Gallagher * Modeling Chemical Reactivity  Visualization of chemical reactivity.

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Safe Laboratory Practice

“The purpose of computing

is insight, not numbers”

Amdahl

“Calibrate before use!”

(experiment or ab initio)

Old Chemists never die… they simply fail to react