SlideShare a Scribd company logo
Quantum Mechanics Calculations Noel M. O’Boyle Apr 2010 Postgrad course on Comp Chem
Overview of QM methods Molecular mechanics Quantum mechanics (wavefunction) Quantum mechanics (electron density) Including correlation HF (“ab initio”) Semi-empirical DFT Speed/Accuracy Forcefields
What can be calculated? Molecular orbitals and their energies Electron density Molecular geometry Relative energies of two molecules NMR shifts IR and Raman frequencies and normal modes Electronic transitions (UV-Vis absorption spectrum), associated changes in electron density, optical rotation Conductivity Ionisation potential, electron affinity, heat of formation Transition states, activation energy Charge distribution Interaction energy between two molecules Solvation energy pKa How accurately can it be calculated?...
References Essentials of Computational Chemistry, Christopher Cramer Introduction to Computational Chemistry, Frank Jensen Molecular Modelling: Principles and Applications, Andrew Leach Computational Organic Chemistry, Steven Bachrach(http://comporgchem.com/blog/) (coming soon) Molecular Modelling Basics, Jan Jensen (http://molecularmodelingbasics.blogspot.com/) Quantum Mechanics, Tim Clark, Section 7.4 in Cheminformatics– A Textbook, Ed. Gasteiger and Engel
The Wavefunction The wavefunction completely describes the properties of a quantum mechanical (QM) system Ψ(r), Psi It has a value at every point in 3D space By applying various operators to the wavefunction, we can calculate properties of the system ,[object Object]
ĤΨ=EΨ (the Schrödinger equation)
ρ = |Ψ|2
“electron density” or “square or the wavefunction”
A probability density (3D)
Integrate over a certain volume to find the probability of finding an electron in that volume
It follows that ∫|Ψ|2dr = N (number of electrons)Credit: OtherDrK (Flickr)
Solving the Schrodinger equation Born-Oppenheimer approximation Since electron motion is so rapid compared to nuclear motion, consider the nuclei as fixed This allows us to simplify the Hamilitonian Variational Principle The true energy of a QM system (as given by the Hamilitonian operator) is always less than the energy found if the Hamilitonian is applied to an incorrect wavefunction To find the true wavefunction, make a reasonable guess and then keep altering it to minimise the energy Hartree-Fock (HF) theory HF theory neglects electron correlation in multi-electron systems Instead, we imagine each electron interacting with a static field of all of the other electrons According to the variational principle, the lowest energy will can get with HF theory will always be greater than the true energy of the system The difference is the correlation energy
Expressing a vector in terms of a basis (3.5, 1.5) v j i v = 3.5i + 1.5j
Linear combination of atomic orbitals (LCAO) The LCAO approximation involves expressing (“expanding”) each molecular orbital (ψ) as a sum of “basis set functions” (φx) centered on each atom ψ φ2 φ3 φ1 H C N Let’s use this parabola for our basis set functions, φx
Self-consistent field (SCF) procedure Based on the variational principle and the LCAO approach, a set of equations can be derived that allow the calculation of the molecular orbital coefficients (cx on previous slide) Roothaan-Hall equations The catch is that terms in the equations are weighed by elements of a density matrix P But the elements of P can only be computed if molecular orbitals are known But finding the molecular orbitals requires solving the Roothaan-Hall equations... An iterative procedure is used to get around this Make an initial guess of the values of cx Use these to calculate the elements of P Solve the Roothaan-Hall equations to give new values for cx Use these new values to calculate the elements of P If the new P is not sufficiently similar to the old P, repeat until it converges SCF not guaranteed to converge, espec. if initial guess is poor
Basis sets Any set of mathematical functions can be used as a basis How many functions should we use? Which functions should we use? The larger (i.e. the more components in) the basis set... The better the wavefunction can be described And the closer the energy converges towards the limit of that method The slower the calculation – N4 integrals (bottleneck) We would like to use as small a basis set as possible and still describe the wavefunction well A good solution is to use functions that have shape similar to s, p, d and f orbitals and are centered on each of the atoms Slater-Type Orbitals (STOs) Radial decay follows e-r We would like to be able to calculate all of the integrals efficiently Gaussian-Type Orbitals (GTOs) are similar to STOs but have a radial term following e-r^2 More efficient to calculate in integrals but have the wrong shape so... Replace each STO with a sum of 3 Gaussian-Type Orbitals(GTOs)
Radial decay of GTO vs STO Image Credit: Essentials of Computational Chemistry, Chris Cramer, Wiley, 2ndEdn.

More Related Content

What's hot

THE HARTREE FOCK METHOD
THE HARTREE FOCK METHODTHE HARTREE FOCK METHOD
THE HARTREE FOCK METHOD
Premashis Kumar
 
Quantum Chemistry
Quantum ChemistryQuantum Chemistry
Quantum Chemistry
Dr. Nandkishor Telkapalliwar
 
Born–Oppenheimer Approximation.pdf
Born–Oppenheimer Approximation.pdfBorn–Oppenheimer Approximation.pdf
Born–Oppenheimer Approximation.pdf
Anjali Devi J S
 
Electrochemistry
ElectrochemistryElectrochemistry
Electrochemistry
Getachew Solomon
 
Mossbauer Spectroscopy
Mossbauer SpectroscopyMossbauer Spectroscopy
Mossbauer Spectroscopy
VijayalakshmiNair1
 
NUCLEAR QUADRUPOLE RESONANCE SPECTROSCOPY
NUCLEAR QUADRUPOLE RESONANCE SPECTROSCOPY NUCLEAR QUADRUPOLE RESONANCE SPECTROSCOPY
NUCLEAR QUADRUPOLE RESONANCE SPECTROSCOPY
Saiva Bhanu Kshatriya College, Aruppukottai.
 
Linear free energy relationships
Linear free energy relationshipsLinear free energy relationships
Linear free energy relationships
Tamralipta Mahavidyalaya
 
Alpha axial haloketone rule and octant rule
Alpha axial haloketone rule and octant ruleAlpha axial haloketone rule and octant rule
Alpha axial haloketone rule and octant rule
Dr. Krishna Swamy. G
 
Esr spectroscopy
Esr spectroscopyEsr spectroscopy
Esr spectroscopy
Harish Chopra
 
Density functional theory
Density functional theoryDensity functional theory
Density functional theory
sandhya singh
 
Quantum calculations and calculational chemistry
Quantum calculations and calculational chemistryQuantum calculations and calculational chemistry
Quantum calculations and calculational chemistrynazanin25
 
COMPUTATIONAL CHEMISTRY
COMPUTATIONAL CHEMISTRY COMPUTATIONAL CHEMISTRY
COMPUTATIONAL CHEMISTRY
Komal Rajgire
 
WALSH DIAGRAM- SEMINAR TOPIC
WALSH DIAGRAM- SEMINAR TOPICWALSH DIAGRAM- SEMINAR TOPIC
WALSH DIAGRAM- SEMINAR TOPIC
Dr. Basudev Baral
 
.Electron diffraction for m.sc, student complete unit
.Electron diffraction for m.sc, student complete unit.Electron diffraction for m.sc, student complete unit
.Electron diffraction for m.sc, student complete unit
shyam sunder pandiya
 
Zero field splitting
Zero field splittingZero field splitting
Zero field splitting
Naveed Bashir
 
Molecular spectroscopy
Molecular spectroscopyMolecular spectroscopy
Two dimensional nmr
Two dimensional nmrTwo dimensional nmr
Two dimensional nmr
vasanthi chodavarapu
 
Boranes and carboranes
Boranes and carboranes Boranes and carboranes
Boranes and carboranes
AvinashAvi110
 
Symmetry and group theory
Symmetry and group theorySymmetry and group theory
Symmetry and group theory
Rajat Ghalta
 

What's hot (20)

THE HARTREE FOCK METHOD
THE HARTREE FOCK METHODTHE HARTREE FOCK METHOD
THE HARTREE FOCK METHOD
 
Quantum Chemistry
Quantum ChemistryQuantum Chemistry
Quantum Chemistry
 
Born–Oppenheimer Approximation.pdf
Born–Oppenheimer Approximation.pdfBorn–Oppenheimer Approximation.pdf
Born–Oppenheimer Approximation.pdf
 
Electrochemistry
ElectrochemistryElectrochemistry
Electrochemistry
 
Mossbauer Spectroscopy
Mossbauer SpectroscopyMossbauer Spectroscopy
Mossbauer Spectroscopy
 
NUCLEAR QUADRUPOLE RESONANCE SPECTROSCOPY
NUCLEAR QUADRUPOLE RESONANCE SPECTROSCOPY NUCLEAR QUADRUPOLE RESONANCE SPECTROSCOPY
NUCLEAR QUADRUPOLE RESONANCE SPECTROSCOPY
 
Linear free energy relationships
Linear free energy relationshipsLinear free energy relationships
Linear free energy relationships
 
Alpha axial haloketone rule and octant rule
Alpha axial haloketone rule and octant ruleAlpha axial haloketone rule and octant rule
Alpha axial haloketone rule and octant rule
 
Esr spectroscopy
Esr spectroscopyEsr spectroscopy
Esr spectroscopy
 
Density functional theory
Density functional theoryDensity functional theory
Density functional theory
 
Quantum calculations and calculational chemistry
Quantum calculations and calculational chemistryQuantum calculations and calculational chemistry
Quantum calculations and calculational chemistry
 
COMPUTATIONAL CHEMISTRY
COMPUTATIONAL CHEMISTRY COMPUTATIONAL CHEMISTRY
COMPUTATIONAL CHEMISTRY
 
WALSH DIAGRAM- SEMINAR TOPIC
WALSH DIAGRAM- SEMINAR TOPICWALSH DIAGRAM- SEMINAR TOPIC
WALSH DIAGRAM- SEMINAR TOPIC
 
.Electron diffraction for m.sc, student complete unit
.Electron diffraction for m.sc, student complete unit.Electron diffraction for m.sc, student complete unit
.Electron diffraction for m.sc, student complete unit
 
Zero field splitting
Zero field splittingZero field splitting
Zero field splitting
 
Molecular spectroscopy
Molecular spectroscopyMolecular spectroscopy
Molecular spectroscopy
 
Two dimensional nmr
Two dimensional nmrTwo dimensional nmr
Two dimensional nmr
 
Boranes and carboranes
Boranes and carboranes Boranes and carboranes
Boranes and carboranes
 
Symmetry and group theory
Symmetry and group theorySymmetry and group theory
Symmetry and group theory
 
Hartree fock theory
Hartree fock theoryHartree fock theory
Hartree fock theory
 

Viewers also liked

Quantum Chemistry II
Quantum Chemistry IIQuantum Chemistry II
Quantum Chemistry II
baoilleach
 
Quantum Mechanics Presentation
Quantum Mechanics PresentationQuantum Mechanics Presentation
Quantum Mechanics PresentationJasmine Wang
 
5 introduction to quantum mechanics
5 introduction to quantum mechanics5 introduction to quantum mechanics
5 introduction to quantum mechanics
Solo Hermelin
 
Particle in a box- Application of Schrodinger wave equation
Particle in a box- Application of Schrodinger wave equationParticle in a box- Application of Schrodinger wave equation
Particle in a box- Application of Schrodinger wave equation
Rawat DA Greatt
 
Quantum Theory
Quantum TheoryQuantum Theory
Quantum Theory
lallen
 
Particle in a Box problem Quantum Chemistry
Particle in a Box problem Quantum ChemistryParticle in a Box problem Quantum Chemistry
Particle in a Box problem Quantum Chemistry
Neel Kamal Kalita
 
4.Molecular mechanics + quantum mechanics
4.Molecular mechanics + quantum mechanics4.Molecular mechanics + quantum mechanics
4.Molecular mechanics + quantum mechanics
Abhijeet Kadam
 
molecular mechanics and quantum mechnics
molecular mechanics and quantum mechnicsmolecular mechanics and quantum mechnics
molecular mechanics and quantum mechnics
RAKESH JAGTAP
 
Quantum mechanics
Quantum mechanicsQuantum mechanics
Quantum mechanics
Poojith Chowdhary
 
History of Quantum Mechanics
History of Quantum MechanicsHistory of Quantum Mechanics
History of Quantum Mechanics
Chad Orzel
 
Molecular modelling
Molecular modelling Molecular modelling
Molecular modelling
Pharmaceutical
 
Quantum mechanics
Quantum mechanics Quantum mechanics
Quantum mechanics Kumar
 
Density Functional Theory
Density Functional TheoryDensity Functional Theory
Density Functional Theory
krishslide
 
CBSE Class XI Chemistry Quantum mechanical model of atom
CBSE Class XI Chemistry Quantum mechanical model of atomCBSE Class XI Chemistry Quantum mechanical model of atom
CBSE Class XI Chemistry Quantum mechanical model of atom
Pranav Ghildiyal
 
Mass spectrometry
Mass spectrometry Mass spectrometry
Mass spectrometry
Salman Zafar
 
Voltammetry
VoltammetryVoltammetry
Voltammetry
Shobana Subramaniam
 
STRUCTURE BASED DRUG DESIGN - MOLECULAR MODELLING AND DRUG DISCOVERY
STRUCTURE BASED DRUG DESIGN - MOLECULAR MODELLING AND DRUG DISCOVERYSTRUCTURE BASED DRUG DESIGN - MOLECULAR MODELLING AND DRUG DISCOVERY
STRUCTURE BASED DRUG DESIGN - MOLECULAR MODELLING AND DRUG DISCOVERY
THILAKAR MANI
 

Viewers also liked (20)

Quantum Chemistry II
Quantum Chemistry IIQuantum Chemistry II
Quantum Chemistry II
 
Quantum Mechanics Presentation
Quantum Mechanics PresentationQuantum Mechanics Presentation
Quantum Mechanics Presentation
 
Quantum theory ppt
Quantum theory ppt Quantum theory ppt
Quantum theory ppt
 
Quantum theory
Quantum theoryQuantum theory
Quantum theory
 
5 introduction to quantum mechanics
5 introduction to quantum mechanics5 introduction to quantum mechanics
5 introduction to quantum mechanics
 
Particle in a box- Application of Schrodinger wave equation
Particle in a box- Application of Schrodinger wave equationParticle in a box- Application of Schrodinger wave equation
Particle in a box- Application of Schrodinger wave equation
 
Quantum Theory
Quantum TheoryQuantum Theory
Quantum Theory
 
Particle in a Box problem Quantum Chemistry
Particle in a Box problem Quantum ChemistryParticle in a Box problem Quantum Chemistry
Particle in a Box problem Quantum Chemistry
 
4.Molecular mechanics + quantum mechanics
4.Molecular mechanics + quantum mechanics4.Molecular mechanics + quantum mechanics
4.Molecular mechanics + quantum mechanics
 
molecular mechanics and quantum mechnics
molecular mechanics and quantum mechnicsmolecular mechanics and quantum mechnics
molecular mechanics and quantum mechnics
 
Quantum mechanics
Quantum mechanicsQuantum mechanics
Quantum mechanics
 
History of Quantum Mechanics
History of Quantum MechanicsHistory of Quantum Mechanics
History of Quantum Mechanics
 
Molecular modelling
Molecular modelling Molecular modelling
Molecular modelling
 
Quantum mechanics
Quantum mechanics Quantum mechanics
Quantum mechanics
 
Density Functional Theory
Density Functional TheoryDensity Functional Theory
Density Functional Theory
 
CBSE Class XI Chemistry Quantum mechanical model of atom
CBSE Class XI Chemistry Quantum mechanical model of atomCBSE Class XI Chemistry Quantum mechanical model of atom
CBSE Class XI Chemistry Quantum mechanical model of atom
 
Blackbody ppt
Blackbody pptBlackbody ppt
Blackbody ppt
 
Mass spectrometry
Mass spectrometry Mass spectrometry
Mass spectrometry
 
Voltammetry
VoltammetryVoltammetry
Voltammetry
 
STRUCTURE BASED DRUG DESIGN - MOLECULAR MODELLING AND DRUG DISCOVERY
STRUCTURE BASED DRUG DESIGN - MOLECULAR MODELLING AND DRUG DISCOVERYSTRUCTURE BASED DRUG DESIGN - MOLECULAR MODELLING AND DRUG DISCOVERY
STRUCTURE BASED DRUG DESIGN - MOLECULAR MODELLING AND DRUG DISCOVERY
 

Similar to Quantum Chemistry

computationalchemistry_12-6.ppt
computationalchemistry_12-6.pptcomputationalchemistry_12-6.ppt
computationalchemistry_12-6.ppt
sami97008
 
02 - Ab initio Methods converted into ww
02 - Ab initio Methods converted into ww02 - Ab initio Methods converted into ww
02 - Ab initio Methods converted into ww
WalidHarb2
 
Hartree method ppt physical chemistry
Hartree method ppt physical chemistryHartree method ppt physical chemistry
Hartree method ppt physical chemistry
alikhan1414
 
Applications of Computational Quantum Chemistry
Applications of Computational Quantum ChemistryApplications of Computational Quantum Chemistry
Applications of Computational Quantum Chemistry
University of Kerbala, Faculty of Science, Department of Chemistry
 
SCF methods, basis sets, and integrals part III
SCF methods, basis sets, and integrals part IIISCF methods, basis sets, and integrals part III
SCF methods, basis sets, and integrals part III
AkefAfaneh2
 
comp 2.pptx
comp 2.pptxcomp 2.pptx
comp 2.pptx
namithasajish
 
MAR_Comprehensive exam on density functional theorypptx
MAR_Comprehensive exam on density functional theorypptxMAR_Comprehensive exam on density functional theorypptx
MAR_Comprehensive exam on density functional theorypptx
MdAbuRayhan16
 
Molecular mechanics
Molecular mechanicsMolecular mechanics
ResearchStatementCapps2
ResearchStatementCapps2ResearchStatementCapps2
ResearchStatementCapps2Jeremy Capps
 
VASP-lecture-Hybrids functionals LDA GFGA.pdf
VASP-lecture-Hybrids functionals LDA GFGA.pdfVASP-lecture-Hybrids functionals LDA GFGA.pdf
VASP-lecture-Hybrids functionals LDA GFGA.pdf
DrSyedZulqarnainHaid
 
Born oppenheimer p1 7
Born oppenheimer p1 7Born oppenheimer p1 7
Born oppenheimer p1 7Lim Wei
 
AP Chemistry Chapter 6 Sample Exercise
AP Chemistry Chapter 6 Sample ExerciseAP Chemistry Chapter 6 Sample Exercise
AP Chemistry Chapter 6 Sample ExerciseJane Hamze
 
Part VIII - The Standard Model
Part VIII - The Standard ModelPart VIII - The Standard Model
Part VIII - The Standard Model
Maurice R. TREMBLAY
 
Atomic structure part 2
Atomic structure part 2Atomic structure part 2
Atomic structure part 2
Chris Sonntag
 
AI_HF_6.pdf
AI_HF_6.pdfAI_HF_6.pdf
AI_HF_6.pdf
RAMARATHI2
 
Advanced Molecular Dynamics 2016
Advanced Molecular Dynamics 2016Advanced Molecular Dynamics 2016
Advanced Molecular Dynamics 2016
Bioinformatics and Computational Biosciences Branch
 
Semiclassical mechanics of a non-integrable spin cluster
Semiclassical mechanics of a non-integrable spin clusterSemiclassical mechanics of a non-integrable spin cluster
Semiclassical mechanics of a non-integrable spin cluster
Paul Houle
 
Mass, energy and momentum at cms i2 u2
Mass, energy and momentum at cms   i2 u2Mass, energy and momentum at cms   i2 u2
Mass, energy and momentum at cms i2 u2Tom Loughran
 
Ab initio md
Ab initio mdAb initio md
Ab initio md
yudhaarman
 

Similar to Quantum Chemistry (20)

computationalchemistry_12-6.ppt
computationalchemistry_12-6.pptcomputationalchemistry_12-6.ppt
computationalchemistry_12-6.ppt
 
02 - Ab initio Methods converted into ww
02 - Ab initio Methods converted into ww02 - Ab initio Methods converted into ww
02 - Ab initio Methods converted into ww
 
Hartree method ppt physical chemistry
Hartree method ppt physical chemistryHartree method ppt physical chemistry
Hartree method ppt physical chemistry
 
Applications of Computational Quantum Chemistry
Applications of Computational Quantum ChemistryApplications of Computational Quantum Chemistry
Applications of Computational Quantum Chemistry
 
SCF methods, basis sets, and integrals part III
SCF methods, basis sets, and integrals part IIISCF methods, basis sets, and integrals part III
SCF methods, basis sets, and integrals part III
 
comp 2.pptx
comp 2.pptxcomp 2.pptx
comp 2.pptx
 
MAR_Comprehensive exam on density functional theorypptx
MAR_Comprehensive exam on density functional theorypptxMAR_Comprehensive exam on density functional theorypptx
MAR_Comprehensive exam on density functional theorypptx
 
Molecular mechanics
Molecular mechanicsMolecular mechanics
Molecular mechanics
 
ResearchStatementCapps2
ResearchStatementCapps2ResearchStatementCapps2
ResearchStatementCapps2
 
VASP-lecture-Hybrids functionals LDA GFGA.pdf
VASP-lecture-Hybrids functionals LDA GFGA.pdfVASP-lecture-Hybrids functionals LDA GFGA.pdf
VASP-lecture-Hybrids functionals LDA GFGA.pdf
 
Quantum Mechanics
Quantum MechanicsQuantum Mechanics
Quantum Mechanics
 
Born oppenheimer p1 7
Born oppenheimer p1 7Born oppenheimer p1 7
Born oppenheimer p1 7
 
AP Chemistry Chapter 6 Sample Exercise
AP Chemistry Chapter 6 Sample ExerciseAP Chemistry Chapter 6 Sample Exercise
AP Chemistry Chapter 6 Sample Exercise
 
Part VIII - The Standard Model
Part VIII - The Standard ModelPart VIII - The Standard Model
Part VIII - The Standard Model
 
Atomic structure part 2
Atomic structure part 2Atomic structure part 2
Atomic structure part 2
 
AI_HF_6.pdf
AI_HF_6.pdfAI_HF_6.pdf
AI_HF_6.pdf
 
Advanced Molecular Dynamics 2016
Advanced Molecular Dynamics 2016Advanced Molecular Dynamics 2016
Advanced Molecular Dynamics 2016
 
Semiclassical mechanics of a non-integrable spin cluster
Semiclassical mechanics of a non-integrable spin clusterSemiclassical mechanics of a non-integrable spin cluster
Semiclassical mechanics of a non-integrable spin cluster
 
Mass, energy and momentum at cms i2 u2
Mass, energy and momentum at cms   i2 u2Mass, energy and momentum at cms   i2 u2
Mass, energy and momentum at cms i2 u2
 
Ab initio md
Ab initio mdAb initio md
Ab initio md
 

More from baoilleach

We need to talk about Kekulization, Aromaticity and SMILES
We need to talk about Kekulization, Aromaticity and SMILESWe need to talk about Kekulization, Aromaticity and SMILES
We need to talk about Kekulization, Aromaticity and SMILES
baoilleach
 
Open Babel project overview
Open Babel project overviewOpen Babel project overview
Open Babel project overview
baoilleach
 
So I have an SD File... What do I do next?
So I have an SD File... What do I do next?So I have an SD File... What do I do next?
So I have an SD File... What do I do next?
baoilleach
 
Chemistrify the Web
Chemistrify the WebChemistrify the Web
Chemistrify the Web
baoilleach
 
Universal Smiles: Finally a canonical SMILES string
Universal Smiles: Finally a canonical SMILES stringUniversal Smiles: Finally a canonical SMILES string
Universal Smiles: Finally a canonical SMILES string
baoilleach
 
What's New and Cooking in Open Babel 2.3.2
What's New and Cooking in Open Babel 2.3.2What's New and Cooking in Open Babel 2.3.2
What's New and Cooking in Open Babel 2.3.2
baoilleach
 
Intro to Open Babel
Intro to Open BabelIntro to Open Babel
Intro to Open Babel
baoilleach
 
Protein-ligand docking
Protein-ligand dockingProtein-ligand docking
Protein-ligand docking
baoilleach
 
Cheminformatics
CheminformaticsCheminformatics
Cheminformatics
baoilleach
 
Making the most of a QM calculation
Making the most of a QM calculationMaking the most of a QM calculation
Making the most of a QM calculation
baoilleach
 
Data Analysis in QSAR
Data Analysis in QSARData Analysis in QSAR
Data Analysis in QSAR
baoilleach
 
Large-scale computational design and selection of polymers for solar cells
Large-scale computational design and selection of polymers for solar cellsLarge-scale computational design and selection of polymers for solar cells
Large-scale computational design and selection of polymers for solar cellsbaoilleach
 
My Open Access papers
My Open Access papersMy Open Access papers
My Open Access papers
baoilleach
 
Improving the quality of chemical databases with community-developed tools (a...
Improving the quality of chemical databases with community-developed tools (a...Improving the quality of chemical databases with community-developed tools (a...
Improving the quality of chemical databases with community-developed tools (a...baoilleach
 
De novo design of molecular wires with optimal properties for solar energy co...
De novo design of molecular wires with optimal properties for solar energy co...De novo design of molecular wires with optimal properties for solar energy co...
De novo design of molecular wires with optimal properties for solar energy co...
baoilleach
 
Cinfony - Bring cheminformatics toolkits into tune
Cinfony - Bring cheminformatics toolkits into tuneCinfony - Bring cheminformatics toolkits into tune
Cinfony - Bring cheminformatics toolkits into tune
baoilleach
 
Density functional theory calculations on Ruthenium polypyridyl complexes inc...
Density functional theory calculations on Ruthenium polypyridyl complexes inc...Density functional theory calculations on Ruthenium polypyridyl complexes inc...
Density functional theory calculations on Ruthenium polypyridyl complexes inc...
baoilleach
 
Application of Density Functional Theory to Scanning Tunneling Microscopy
Application of Density Functional Theory to Scanning Tunneling MicroscopyApplication of Density Functional Theory to Scanning Tunneling Microscopy
Application of Density Functional Theory to Scanning Tunneling Microscopy
baoilleach
 
Towards Practical Molecular Devices
Towards Practical Molecular DevicesTowards Practical Molecular Devices
Towards Practical Molecular Devices
baoilleach
 
Why multiple scoring functions can improve docking performance - Testing hypo...
Why multiple scoring functions can improve docking performance - Testing hypo...Why multiple scoring functions can improve docking performance - Testing hypo...
Why multiple scoring functions can improve docking performance - Testing hypo...baoilleach
 

More from baoilleach (20)

We need to talk about Kekulization, Aromaticity and SMILES
We need to talk about Kekulization, Aromaticity and SMILESWe need to talk about Kekulization, Aromaticity and SMILES
We need to talk about Kekulization, Aromaticity and SMILES
 
Open Babel project overview
Open Babel project overviewOpen Babel project overview
Open Babel project overview
 
So I have an SD File... What do I do next?
So I have an SD File... What do I do next?So I have an SD File... What do I do next?
So I have an SD File... What do I do next?
 
Chemistrify the Web
Chemistrify the WebChemistrify the Web
Chemistrify the Web
 
Universal Smiles: Finally a canonical SMILES string
Universal Smiles: Finally a canonical SMILES stringUniversal Smiles: Finally a canonical SMILES string
Universal Smiles: Finally a canonical SMILES string
 
What's New and Cooking in Open Babel 2.3.2
What's New and Cooking in Open Babel 2.3.2What's New and Cooking in Open Babel 2.3.2
What's New and Cooking in Open Babel 2.3.2
 
Intro to Open Babel
Intro to Open BabelIntro to Open Babel
Intro to Open Babel
 
Protein-ligand docking
Protein-ligand dockingProtein-ligand docking
Protein-ligand docking
 
Cheminformatics
CheminformaticsCheminformatics
Cheminformatics
 
Making the most of a QM calculation
Making the most of a QM calculationMaking the most of a QM calculation
Making the most of a QM calculation
 
Data Analysis in QSAR
Data Analysis in QSARData Analysis in QSAR
Data Analysis in QSAR
 
Large-scale computational design and selection of polymers for solar cells
Large-scale computational design and selection of polymers for solar cellsLarge-scale computational design and selection of polymers for solar cells
Large-scale computational design and selection of polymers for solar cells
 
My Open Access papers
My Open Access papersMy Open Access papers
My Open Access papers
 
Improving the quality of chemical databases with community-developed tools (a...
Improving the quality of chemical databases with community-developed tools (a...Improving the quality of chemical databases with community-developed tools (a...
Improving the quality of chemical databases with community-developed tools (a...
 
De novo design of molecular wires with optimal properties for solar energy co...
De novo design of molecular wires with optimal properties for solar energy co...De novo design of molecular wires with optimal properties for solar energy co...
De novo design of molecular wires with optimal properties for solar energy co...
 
Cinfony - Bring cheminformatics toolkits into tune
Cinfony - Bring cheminformatics toolkits into tuneCinfony - Bring cheminformatics toolkits into tune
Cinfony - Bring cheminformatics toolkits into tune
 
Density functional theory calculations on Ruthenium polypyridyl complexes inc...
Density functional theory calculations on Ruthenium polypyridyl complexes inc...Density functional theory calculations on Ruthenium polypyridyl complexes inc...
Density functional theory calculations on Ruthenium polypyridyl complexes inc...
 
Application of Density Functional Theory to Scanning Tunneling Microscopy
Application of Density Functional Theory to Scanning Tunneling MicroscopyApplication of Density Functional Theory to Scanning Tunneling Microscopy
Application of Density Functional Theory to Scanning Tunneling Microscopy
 
Towards Practical Molecular Devices
Towards Practical Molecular DevicesTowards Practical Molecular Devices
Towards Practical Molecular Devices
 
Why multiple scoring functions can improve docking performance - Testing hypo...
Why multiple scoring functions can improve docking performance - Testing hypo...Why multiple scoring functions can improve docking performance - Testing hypo...
Why multiple scoring functions can improve docking performance - Testing hypo...
 

Recently uploaded

Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
Thiyagu K
 
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
MysoreMuleSoftMeetup
 
Synthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptxSynthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptx
Pavel ( NSTU)
 
The French Revolution Class 9 Study Material pdf free download
The French Revolution Class 9 Study Material pdf free downloadThe French Revolution Class 9 Study Material pdf free download
The French Revolution Class 9 Study Material pdf free download
Vivekanand Anglo Vedic Academy
 
How to Split Bills in the Odoo 17 POS Module
How to Split Bills in the Odoo 17 POS ModuleHow to Split Bills in the Odoo 17 POS Module
How to Split Bills in the Odoo 17 POS Module
Celine George
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
Jisc
 
How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...
Jisc
 
The Art Pastor's Guide to Sabbath | Steve Thomason
The Art Pastor's Guide to Sabbath | Steve ThomasonThe Art Pastor's Guide to Sabbath | Steve Thomason
The Art Pastor's Guide to Sabbath | Steve Thomason
Steve Thomason
 
How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17
Celine George
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
DeeptiGupta154
 
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptxMARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
bennyroshan06
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
Delapenabediema
 
Language Across the Curriculm LAC B.Ed.
Language Across the  Curriculm LAC B.Ed.Language Across the  Curriculm LAC B.Ed.
Language Across the Curriculm LAC B.Ed.
Atul Kumar Singh
 
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCECLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
BhavyaRajput3
 
Basic phrases for greeting and assisting costumers
Basic phrases for greeting and assisting costumersBasic phrases for greeting and assisting costumers
Basic phrases for greeting and assisting costumers
PedroFerreira53928
 
Operation Blue Star - Saka Neela Tara
Operation Blue Star   -  Saka Neela TaraOperation Blue Star   -  Saka Neela Tara
Operation Blue Star - Saka Neela Tara
Balvir Singh
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
MIRIAMSALINAS13
 
Thesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.pptThesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.ppt
EverAndrsGuerraGuerr
 
2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...
Sandy Millin
 
Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
beazzy04
 

Recently uploaded (20)

Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
 
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
 
Synthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptxSynthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptx
 
The French Revolution Class 9 Study Material pdf free download
The French Revolution Class 9 Study Material pdf free downloadThe French Revolution Class 9 Study Material pdf free download
The French Revolution Class 9 Study Material pdf free download
 
How to Split Bills in the Odoo 17 POS Module
How to Split Bills in the Odoo 17 POS ModuleHow to Split Bills in the Odoo 17 POS Module
How to Split Bills in the Odoo 17 POS Module
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
 
How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...
 
The Art Pastor's Guide to Sabbath | Steve Thomason
The Art Pastor's Guide to Sabbath | Steve ThomasonThe Art Pastor's Guide to Sabbath | Steve Thomason
The Art Pastor's Guide to Sabbath | Steve Thomason
 
How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
 
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptxMARUTI SUZUKI- A Successful Joint Venture in India.pptx
MARUTI SUZUKI- A Successful Joint Venture in India.pptx
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
 
Language Across the Curriculm LAC B.Ed.
Language Across the  Curriculm LAC B.Ed.Language Across the  Curriculm LAC B.Ed.
Language Across the Curriculm LAC B.Ed.
 
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCECLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
CLASS 11 CBSE B.St Project AIDS TO TRADE - INSURANCE
 
Basic phrases for greeting and assisting costumers
Basic phrases for greeting and assisting costumersBasic phrases for greeting and assisting costumers
Basic phrases for greeting and assisting costumers
 
Operation Blue Star - Saka Neela Tara
Operation Blue Star   -  Saka Neela TaraOperation Blue Star   -  Saka Neela Tara
Operation Blue Star - Saka Neela Tara
 
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
 
Thesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.pptThesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.ppt
 
2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...2024.06.01 Introducing a competency framework for languag learning materials ...
2024.06.01 Introducing a competency framework for languag learning materials ...
 
Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
 

Quantum Chemistry

  • 1. Quantum Mechanics Calculations Noel M. O’Boyle Apr 2010 Postgrad course on Comp Chem
  • 2. Overview of QM methods Molecular mechanics Quantum mechanics (wavefunction) Quantum mechanics (electron density) Including correlation HF (“ab initio”) Semi-empirical DFT Speed/Accuracy Forcefields
  • 3. What can be calculated? Molecular orbitals and their energies Electron density Molecular geometry Relative energies of two molecules NMR shifts IR and Raman frequencies and normal modes Electronic transitions (UV-Vis absorption spectrum), associated changes in electron density, optical rotation Conductivity Ionisation potential, electron affinity, heat of formation Transition states, activation energy Charge distribution Interaction energy between two molecules Solvation energy pKa How accurately can it be calculated?...
  • 4. References Essentials of Computational Chemistry, Christopher Cramer Introduction to Computational Chemistry, Frank Jensen Molecular Modelling: Principles and Applications, Andrew Leach Computational Organic Chemistry, Steven Bachrach(http://comporgchem.com/blog/) (coming soon) Molecular Modelling Basics, Jan Jensen (http://molecularmodelingbasics.blogspot.com/) Quantum Mechanics, Tim Clark, Section 7.4 in Cheminformatics– A Textbook, Ed. Gasteiger and Engel
  • 5.
  • 8. “electron density” or “square or the wavefunction”
  • 10. Integrate over a certain volume to find the probability of finding an electron in that volume
  • 11. It follows that ∫|Ψ|2dr = N (number of electrons)Credit: OtherDrK (Flickr)
  • 12. Solving the Schrodinger equation Born-Oppenheimer approximation Since electron motion is so rapid compared to nuclear motion, consider the nuclei as fixed This allows us to simplify the Hamilitonian Variational Principle The true energy of a QM system (as given by the Hamilitonian operator) is always less than the energy found if the Hamilitonian is applied to an incorrect wavefunction To find the true wavefunction, make a reasonable guess and then keep altering it to minimise the energy Hartree-Fock (HF) theory HF theory neglects electron correlation in multi-electron systems Instead, we imagine each electron interacting with a static field of all of the other electrons According to the variational principle, the lowest energy will can get with HF theory will always be greater than the true energy of the system The difference is the correlation energy
  • 13. Expressing a vector in terms of a basis (3.5, 1.5) v j i v = 3.5i + 1.5j
  • 14. Linear combination of atomic orbitals (LCAO) The LCAO approximation involves expressing (“expanding”) each molecular orbital (ψ) as a sum of “basis set functions” (φx) centered on each atom ψ φ2 φ3 φ1 H C N Let’s use this parabola for our basis set functions, φx
  • 15. Self-consistent field (SCF) procedure Based on the variational principle and the LCAO approach, a set of equations can be derived that allow the calculation of the molecular orbital coefficients (cx on previous slide) Roothaan-Hall equations The catch is that terms in the equations are weighed by elements of a density matrix P But the elements of P can only be computed if molecular orbitals are known But finding the molecular orbitals requires solving the Roothaan-Hall equations... An iterative procedure is used to get around this Make an initial guess of the values of cx Use these to calculate the elements of P Solve the Roothaan-Hall equations to give new values for cx Use these new values to calculate the elements of P If the new P is not sufficiently similar to the old P, repeat until it converges SCF not guaranteed to converge, espec. if initial guess is poor
  • 16. Basis sets Any set of mathematical functions can be used as a basis How many functions should we use? Which functions should we use? The larger (i.e. the more components in) the basis set... The better the wavefunction can be described And the closer the energy converges towards the limit of that method The slower the calculation – N4 integrals (bottleneck) We would like to use as small a basis set as possible and still describe the wavefunction well A good solution is to use functions that have shape similar to s, p, d and f orbitals and are centered on each of the atoms Slater-Type Orbitals (STOs) Radial decay follows e-r We would like to be able to calculate all of the integrals efficiently Gaussian-Type Orbitals (GTOs) are similar to STOs but have a radial term following e-r^2 More efficient to calculate in integrals but have the wrong shape so... Replace each STO with a sum of 3 Gaussian-Type Orbitals(GTOs)
  • 17. Radial decay of GTO vs STO Image Credit: Essentials of Computational Chemistry, Chris Cramer, Wiley, 2ndEdn.
  • 18. How a sum of three GTOs can approximate a STO Image Credit: Essentials of Computational Chemistry, Chris Cramer, Wiley, 2ndEdn.
  • 19. STO-3G Basis Set A minimal basis set, i.e. it has one basis function per orbital Example: for Li-H, there would be 6 basis functions in total 1s on H & 1s, 2s, 2px, 2py and 2pz on the Li Each basis function is a fixed sum of 3 Gaussian functions whose coefficients are optimised to match a STO Hence the name A minimal basis set is not sufficient to describe the wavefunction However, it may be useful to do a quick initial geometry optimisation
  • 20. Pople’s split-valence basis sets Core orbitals are only weakly affected by binding, whereas valence orbitals can vary widely So we should enable additional flexibility for representing valence orbitals Split-valence basis sets: 3-21G, 6-21G, 4-31G,6-31G, 6-311G “3-21G” implies that each core orbital is represented by single basis function (a sum of 3 GTOs as for STO-3G) but each valence orbital is represented by two basis functions (the first a sum of 2 GTOs, the other a single GTO) In general, molecular orbitals cannot be described just in terms of the atomic orbitals of the atoms E.g. A HF calculation for NH3 with an infinite basis set just consisting of s and p functions predicts that the planar geometry is a minimum Polarisation functions need to be added, corresponding to atomic orbitals of higher angular momentum (e.g. d, f, etc.) 6-31G(d) (“6-31G*”), indicates that d orbitals are added to heavy atoms This basis set is a sort of standard for general purpose calculations 6-31G(3d2fg, 2pd) would indicate that that heavy atoms were polarised by 3 functions, 2 f, one g, while hydrogen atoms were polarised by 2 p and one d. Highest energy MOs of anions and highly excited electronic states tend to be very diffuse (tail off very slowly as the distance to the molecules increases) Add diffuse basis functions: 6-31+G(d), 6-311++G(3df,2pd) A single “+” indicates that heavy atoms have been augmented with an additional diffuse s and a set of diffuse p basis functions; another “+” indicates that hydrogen atoms have also been augmented
  • 21. Handling open-shell systems Restricted Hartree-Fock (RHF or just HF) Closed-shell systems, all electrons paired Two approaches to handle unpaired electrons Restricted Open-shell HF (ROHF) An approximation that reuses the RHF code but handle the unpaired electron using two paired ½ electrons Fails to account for spin polarization Unrestricted HF (UHF) The SCF is carried out separately for all electrons of one spin Corresponding α and β electrons will have different spatial distribution Calculations take twice as long
  • 22. Notation LOT/BS Level of Theory/Basis set Where “Level of Theory” simply means the type of calculation E.g. HF/3-21G or UHF/6-31G(d) Compared to energies, geometry is much less sensitive to the theoretical level So high-level calculations are often carried out at geometries optimised at a lower level (faster) LOT2/BS2//LOT1/BS1 E.g. HF/6-311+G(d)//HF/6-31G
  • 23. Overview of QM methods Molecular mechanics Quantum mechanics (wavefunction) Quantum mechanics (electron density) Including correlation HF (“ab initio”) Semi-empirical DFT Speed/Accuracy Forcefields