towards more realistic molecular modeling of homogenous catalysis: combined qm/mm and ab initio...

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Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations N Ni + N R R iPr iPr iPr iPr R Tom K. Woo, Peter M. Margl, Liqun Deng, Luigi Cavallo, Tom Ziegler Department of Chemistry, University of Calgary, Calgary, Alberta, CANADA

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Page 1: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Towards More Realistic Molecular Modeling of Homogenous Catalysis:

Combined QM/MM and ab initio Molecular Dynamics Investigations

N

Ni+N

RRiPr

iPriPr

iPr

R

Tom K. Woo, Peter M. Margl, Liqun Deng, Luigi Cavallo, Tom Ziegler

Department of Chemistry, University of Calgary,

Calgary, Alberta, CANADA

Page 2: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Brookhart Polymerization CatalystC&EN Feb. 5, 1996:

“Polymer Catalyst System:Dupont Eyes New Polyolefin Business”

Brookhartcatalyst

highly linear to moderately branched

Johnson, L. K.; Killian, C. M.; Brookhart, M. J. Am. Chem. Soc. 1995, 117, 2343.

• high MWs

• good activities

N

Ni+N

RRiPr

iPriPr

iPr

R

Page 3: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Brookhart Polymerization CatalystC&EN Feb. 5, 1996:

“Polymer Catalyst System:Dupont Eyes New Polyolefin Business”

Brookhartcatalyst

highly linear to moderately branched

Johnson, L. K.; Killian, C. M.; Brookhart, M. J. Am. Chem. Soc. 1995, 117, 2343.

N

Ni+N

RRiPr

iPriPr

iPr

R

temperature: Temp branching

monomer pressure: [Et] branching

bulk of substituents: bulk branching MW

Page 4: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Polymerization Mechanisms

isomerizationisomerization

terminationtermination

insertioninsertion

(branched)(branched)

resting state

Ni

P

HNi

P

H

Ni

P

H

Ni

P

H

Ni

H2CP

H

Ni

CH2

H

P

NiCH3

P

Ni

CH3P

Page 5: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Polymerization Mechanisms

isomerizationisomerization

terminationtermination

insertioninsertion

(branched)(branched)

resting state

barriers: barriers: insertion < isomerization < termination

Ni

P

HNi

P

H

Ni

P

H

Ni

P

H

Ni

H2CP

H

Ni

CH2

H

P

NiCH3

P

Ni

CH3P

Page 6: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

“REAL” systemPURE QM

model system

Pure QM Calculations

N

Ni+N

RRiPr

iPriPr

iPr

R

N

NiN

HH

HH

ADF Density Functional Code: Baerends and Ziegler

Becke 88 - Perdew 86 energies and gradients

static, gas phase simulation of model system

Page 7: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Ni

Pure QM Results - Pure QM Results - Calculated BarriersCalculated Barriers

insertion:

isomerization:

termination:

17.5 kcal/mol

12.8 kcal/mol

10.8 kcal/mol

Ni

Ni

Page 8: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Adding the Bulky LigandsAdding the Bulky Ligands

termination

Transition States

insertion

Page 9: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Combined QM/MM - Overview

QMregion

MM region

QM region (active site)

MO calculation

MM region

MM force field

• regions are treated simultaneously• QM - MM regions interact via vdW & Coulomb

• QM electronic system capped

“real” system QM system

NiH H

Ni

N

NiN

RRiPr

iPriPr

iPr

Maseras, F.; Morokuma, K. J. Comp. Chem. 1995, 16, 1170.

Page 10: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Insertion Profiles (kcal/mol)

14.7 13.2

10.0

19.4 16.8

6.7

TS

PURE QM

hybridQM/MM

Ni

P

H

Ni

P

H Ni

P

H

Page 11: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Orientation of the Aryl Rings

N

NiN

RRiPr

iPriPr

iPr

resting state &termination TS

insertion TS

Page 12: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Isomerization

15.3

-0.8

12.8

-1.8

PURE QM

hybridQM/MM

Ni

P

HNi

H2CP

H

NiCH3

P

Page 13: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Termination Profiles (kcal/mol)

TS

19.4

9.7

PURE QM

14.7 18.6hybridQM/MM

Ni

P

H Ni

P

H

Ni

P

H

Page 14: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Comparison with Experiment

Pure QM: 16.8QM/MM: 13.2

EXP: 10 - 11 kcal/mol

QM then MM: 18.5

insertion barrier

Page 15: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

QM/MMExp.

insertion < isomerization < termination

insertion < isomerization < termination

Order of Barrier Heights

Comparison with Experiment

13.2 15.3 18.6

Pure QM: 16.8QM/MM: 13.2

EXP: 10 - 11 kcal/mol

QM then MM: 18.5

insertion barrier

Page 16: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Relative to Insertion

Comparison with Experiment

Pure QM (∆∆Hel)

QM/MM (∆∆Hel)

Exp. (∆∆G)

insertion isomerization termination

0.0

0.0

0.0

-4.0 -7.1

2.1

1.3* 5.6

5.4

*monomer capture may be rate limiting for branching process

Page 17: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Primary Effects of Bulky Ligands

• destabilizes resting state

• N-C(aryl) torsion important

• bulkier the groups, the higher the activity

•diimine methyl important in chain termination

N

NiN

CH3CH3iPr

iPriPr

iPr

Insertion:

• bulkier the groups, the higher the MW

termination:

• monomer capture may dominate

isomerization:

Page 18: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Combined QM/MM ab initio MDCoupled AMBER with Car-Parrinello AIMD code

PAW code - Peter Blöchl of IBM Zürich

Becke 88 - Perdew 86 QM potential

300 K simulation temperature

slow growth simulation

2 weeks on an IBM 3CT workstation with 64 MB ram

Ni

P

HNi

P

H

N

NiN

CH3CH3iPr

iPriPr

iPr

H

Ni

P

H

40 000 time step simulations

Page 19: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Reaction Barriers with AIMD•thermodynamic integration free energy barriers

•reaction coordinate constrained during dynamics

•RC slowly varied, leading system over barrier

•relative free energies along RC calculated by:

ΔF =∂E

∂λ λ ,Tλ∫ dλ

Page 20: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Termination BarrierExp: 15-16 kcal/mol

Page 21: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Brookhart Termination Movie

QuickTime™ and aAnimation decompressor

are needed to see this picture

Page 22: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M
Page 23: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Conclusions

implemented QM/MM ab initio molecular dynamics method

determined free energy barrier with QM/MM AIMD

methods show good promise

QM/MM boundary is dubious

successfully applied QM/MM method to transition metal based homogenous catalysis

Page 24: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Future Work

• multiple time step AIMD

• electrostatic coupling in AIMD for solvent simulations

• validation and calibration of QM/MM method

• simulation of monomer trapping in Brookhart catalyst

Page 25: Towards More Realistic Molecular Modeling of Homogenous Catalysis: Combined QM/MM and ab initio Molecular Dynamics Investigations Tom K. Woo, Peter M

Acknowledgments• NSERC of Canada• Novacor Chemicals of Calgary

Alberta Heritage Scholarship Fund

Killam Memorial Foundation

NSERC• TKW

Visit our Home Page at:http://www.chem.ucalgary.ca/groups/ziegler

• Maurice Brookhart

• Peter Blöchl at IBM Zürich

• PMMAustrian Fonds zur Förderung deWissenschaftlichen Forschung