Introduction to Computational Chemistry 10/8/2019 1 Prepared by Cina Foroutan-Nejad and Martin Novak What is what? Who is who? Reference: Essentials of Computational Chemistry, Theories and Models By Christopher J. Cramer 10/8/2019 2 Theory • A theory is one or more rules that are postulated to govern the behavior of physical systems • These rules are quantitative in nature and expressed in the form of a mathematical equation • The quantitative nature of scientific theories allows them to be tested by experiment • Are you familiar with BIG THEORIES? 10/8/2019 3 How far a Theory Goes? • If a sufficiently large number of interesting systems falls within the range of the theory, practical reasons tend to motivate its continued use. • Which examples do you know for the above mentioned statement? 10/8/2019 4 Rule • Occasionally, a theory has proven so robust over time, even if only within a limited range of applicability, that it is called a law • Which one is a law? Coulomb Law Huckel Rule • Which laws you know? 10/8/2019 5 Model • A model, on the other hand, typically involves the deliberate introduction of simplifying approximations into a more general theory so as to extend its practical utility. • Another feature sometimes characteristic of a quantitative model is that it incorporates certain constants that are empirically determined • How many models in chemistry you know? • What is the golden rule for successful application of a model? 10/8/2019 6 Computation • Computation is the use of digital technology to solve the mathematical equations defining a particular theory or model • In general three groups of people can be listed as “Computational Chemists”. Usually they collaborate together and their disciplines overlap to a great extent • Do you know who they are? 10/8/2019 7 Who Are You? • Theorists tend to have as their greatest goal the development of new theories and/or models that have improved performance or generality over existing ones • Researchers involved in molecular modeling tend to focus on target systems having particular chemical relevance (e.g., for economic reasons) and to be willing to sacrifice a certain amount of theoretical rigor in favor of getting the right answer in an efficient manner. • Computational chemists may devote themselves not to chemical aspects of the problem, per se, but to computer-related aspects, e.g., writing improved algorithms for solving particularly difficult equations, or developing new ways to encode or visualize data, either as input to or output from a model 10/8/2019 8 Our Sacred Temple; Quantum Mechanics • The ultimate goal of a computational chemist is to extract all information about his/her model system purely from high-level quantum mechanic computations • Among several version of quantum mechanics, wave equation introduced by Erwin Schrödinger is the preferred version among chemists. 10/8/2019 9 Schrödinger Equation • Time dependent non-relativistic Schrödinger equation • Time independent non-relativistic Schrödinger equation 10/8/2019 10 What a Computational Chemist Can Do? • Schrödinger equation provides us information about “Energy” of a system. All molecular properties that are related to energy are within the realm of computational chemistry. • Which properties of matter are related to the energy? 10/8/2019 11 Potential Energy (Hyper)-Surface 10/8/2019 12 H+H– H+H– H2 H2 Potential Energy (Hyper)-Surface 10/8/2019 13 PES is a hyper-surface defined by the potential energy of a group of atoms in a particular electronic state over all possible atomic arrangements. Every atom in space has 3 degrees of freedom, corresponding to three dimensions. An N-atomic molecule has 3N–6 (3N–5 for linear systems) internal degrees of freedom beside 3 degrees of rotational as well as 3 degrees of translational freedom. PES of a molecule denotes variation of energy by changing the degrees of freedom of that molecule. Stationary Points on a PES • An Stationary Point is a point at which 𝜕𝐸 𝜕𝑥 = 0 • If for all degrees of freedom 𝜕2 𝐸 𝜕𝑥2 > 0 then the stationary point is a Local Minimum • If on a PES we find the most stable local minimum then we can call it the Global Minimum • If for n degrees of freedom in a stationary point 𝜕2 𝐸 𝜕𝑥2 < 0 then the stationary point is an nth order saddle point 10/8/2019 14 PES for Diatomics 10/8/2019 15 • Morse Potential: 𝑉 𝑟 = 𝐷𝑒(1 − 𝑒−𝑎 𝑟−𝑟𝑒 )2 • 𝐷𝑒 is the depth of potential well • a controls the width of potential • r is the interatomic separation • And re is the equilibrium distance PES for Diatomics 10/8/2019 16 • Lenard-Jones Potential: 𝑉𝐿𝐽 = 4𝜀[ 𝜎 𝑟 12 − 𝜎 𝑟 6 ] • 𝜀 is the depth of potential well • σ is the finite distance at which the inter-particle potential is zero • r is the interatomic separation PES for Polyatomics 10/8/2019 17 • On a 2-dimensional surface, only a 2D PES can be projected. • For a reaction we conventionally depict reaction coordinates which is the minimum energy path of the reaction. This may involve rearrangement of several degrees of freedom though. Reaction Coordinates • A reaction coordinates can be roughly presented as the following. 10/8/2019 18 How a Software Optimized a Molecule? • Software is STUPID! Watch out! 10/8/2019 19 Digging Schrödinger Equation Cina Foroutan-Nejad References: Introduction to Computational Chemistry Frank Jensen Essentials of Computational Chemistry, Theories and Models Christopher J. Cramer 10/8/2019 20 Schrödinger Equation • The wave function or state function (Ψ) describes state of a system in quantum mechanics. • For a one particle, one dimensional system, Ψ is a function of time and coordinate, Ψ = Ψ(x,t) • Newton’s second law tells us the future of a classical system but for a quantum system we need Schrödinger Equation − ℏ 𝑖 𝜕Ψ 𝑥, 𝑡 𝜕𝑡 = − ℏ2 2𝑚 𝜕2Ψ 𝑥, 𝑡 𝜕𝑥2 + 𝑉(𝑥, 𝑡)Ψ 𝑥, 𝑡 10/8/2019 21 Time-Independent Schrödinger Equation • If Potential energy does not change by time then 𝑉 = 𝑉 𝑥 and then − ℏ 𝑖 𝜕Ψ 𝑥,𝑡 𝜕𝑡 = − ℏ2 2𝑚 𝜕2Ψ 𝑥,𝑡 𝜕𝑥2 + 𝑉(𝑥)Ψ 𝑥, 𝑡 (1) Furthermore Ψ 𝑥, 𝑡 can be written as product of two functions: Ψ 𝑥, 𝑡 = 𝜓 𝑥 𝑓 𝑡 Now, considering partial derivations one can write • 𝜕Ψ 𝑥,𝑡 𝜕𝑡 = 𝑑𝑓 𝑡 𝑑𝑡 𝜓 𝑥 , 𝜕2Ψ 𝑥,𝑡 𝜕𝑥2 = 𝜕2 𝜓 𝑥 𝜕𝑥2 𝑓(𝑡) (2) 10/8/2019 22 Time-Independent Schrödinger Equation • By substituting 2 in 1 we have − ℏ 𝑖 𝑑𝑓 𝑡 𝑑𝑡 𝜓 𝑥 = − ℏ2 2𝑚 𝑓(𝑡) 𝑑2 𝜓 𝑥 𝑑𝑥2 + 𝑉 𝑥 𝑓(𝑡)𝜓 𝑥 (3) − ℏ 𝑖 1 𝑓 𝑡 𝑑𝑓 𝑡 𝑑𝑡 = − ℏ2 2𝑚 1 𝜓 𝑥 𝑑2 𝜓 𝑥 𝑑𝑥2 + 𝑉 𝑥 𝜓 𝑥 (4) Now we have two equal functions while the left hand side of equation is a function of time and the right hand side is a function of x. This is only possible if both sides are equal to a constant, called E. 10/8/2019 23 Time-Independent Schrödinger Equation • The left hand side is not of our interest but the right hand side of equation 4 is the time independent Schrödinger Equation for a one particle, one dimensional system − ℏ2 2𝑚 𝑑2 𝜓 𝑥 𝑑𝑥2 + 𝑉 𝑥 𝜓 𝑥 = 𝐸𝜓 𝑥 ෡𝐻𝜓 𝑥 = 𝐸𝜓 𝑥 10/8/2019 24 Acceptable Wave Function • A wave function 𝜓 is called well behaved (or acceptable) if 1. Is Continues all over space 2. Its first derivative is Continues over space 3. Is Single Valued 4. Is Quadratically Integrable, i.e. ‫׬‬ 𝜓𝜓∗ 𝑑𝜏 over space exist Since we do not know what 𝜓 is, any function that satisfies these conditions is a Suitable First Guess for 𝜓. 10/8/2019 25 Molecular Hamiltonian • The Hamiltonian operator of a molecule, neglecting relativistic effects and spin-orbit can be written as the following ෡𝐻 = − ℏ2 2 ෍ 𝛼 1 𝑚 𝛼 𝛻𝛼 2 − ℏ2 2𝑚 𝑒 ෍ 𝑖 𝛻𝑖 2 + ෍ 𝛼 ෍ 𝛽>𝛼 𝑍 𝛼 𝑍 𝛽 𝑒2 𝑟 𝛼𝛽 − ෍ 𝛼 ෍ 𝑖 𝑍 𝛼 𝑒2 𝑟𝑖𝛼 + ෍ 𝑖 ෍ 𝑗>𝑖 𝑒2 𝑟𝑖𝑗 10/8/2019 26 Born-Oppenheimer Approximation • Concerning the fact that nuclei are way heavier than electrons one can imagine that nuclei almost remain still while electrons circle around the molecule. Therefore, nuclear kinetic energy can be separated from the Electronic Hamiltonian ෡𝐻 = − ℏ2 2𝑚 𝑒 ෍ 𝑖 𝛻𝑖 2 + − ෍ 𝛼 ෍ 𝑖 𝑍 𝛼 𝑒2 𝑟𝑖𝛼 + ෍ 𝑖 ෍ 𝑗>𝑖 𝑒2 𝑟𝑖𝑗 + ෍ 𝛼 ෍ 𝛽>𝛼 𝑍 𝛼 𝑍 𝛽 𝑒2 𝑟 𝛼𝛽 10/8/2019 27 Atomic Units • Atomic Units are units of nature • Schrödinger Equation written in au looks much less complicated Energy: 1 Hartree = Eh = e2/a0 = 27.2114 eV =4.35974417(75)×10−18 J = 627.5095 kcal.mol-1 Length: a0 = 5.2917721092(17)×10−11 m = 0.52917721092 Å Charge: e = 1.602176565(35)×10−19 C Mass: me = 9.10938291(40)×10−31 kg ≠ 1 amu (Atomic Mass Unit) 10/8/2019 28 Schrödinger Equation; A Differential Equation Schrödinger Equation is a differential equation. This means that Schrödinger Equation has more than one acceptable eigenfunctions, ψ, for one particular problem, i.e. molecule. Each ψ is associated with a particular eigenvalue that is a particular energy. All these eigenfunctions for a one-particle system in three dimensions are orthonormal. Orthonormal means: න 𝜓𝑖 𝜓𝑗 𝑑𝜏 = 𝛿𝑖𝑗 ൝ 𝛿𝑖𝑗 = 1 𝑖𝑓 𝑖 = 𝑗 𝛿𝑖𝑗 = 0 𝑖𝑓 𝑖 ≠ 𝑗 (5) 𝛿𝑖𝑗 is called Krönecker Delta 10/8/2019 29 Schrödinger Equation; A Differential Equation • Regarding (5) one can propose a way for evaluation of Energy associated with a wave function. We knew ෡𝐻𝜓𝑖 = 𝐸𝜓𝑖; multiplying this equation by ψj and integrating both sides gives: න 𝜓𝑖 𝐻𝜓𝑗 𝑑𝜏 = න 𝜓𝑖 𝐸𝜓𝑗 𝑑𝜏 Since E is a constant, we have: න 𝜓𝑖 𝐻𝜓𝑗 𝑑𝜏 = 𝐸𝑖 𝛿𝑖𝑗 10/8/2019 30 Solving an Equation with Two Missing Variables! • We have no clue about the nature of 𝜓 • We do not know the energy of the system • Don’t panic! There is a solution: The Variational Principle 10/8/2019 31 The Variational Principle • Let’s assume an arbitrary function, Φ, to be an eigenfunction of Schrödinger Equation. Φ should be a linear combination of some of infinite number of real eigenfunctions, ψ, that is: Φ = ෍ 𝑖 𝑐𝑖 𝜓𝑖 (6) Unfortunately yet we don’t know anything about ψi and of course Ci! 10/8/2019 32 The Variational Principle • Fortunately, normality of Φ imposes a constraint on the coefficients of (6). න Φ2 𝑑𝜏 = 1 = න ෍ 𝑖 𝑐𝑖 𝜓𝑖 ෍ 𝑗 𝑐𝑗 𝜓𝑗 𝑑𝜏 = ෍ 𝑖𝑗 𝑐𝑖 𝑐𝑗 න 𝜓𝑖 𝜓𝑗 𝑑𝜏 = ෍ 𝑖𝑗 𝑐𝑖 𝑐𝑗 𝛿𝑖𝑗 = ෍ 𝑖 𝑐𝑖 2 10/8/2019 33 The Variational Principle • For measuring the Energy associated with wave function Φ, one can write: න Φ𝐻Φ𝑑𝜏 = න ෍ 𝑖 𝑐𝑖 𝜓𝑖 𝐻 ෍ 𝑗 𝑐𝑗 𝜓𝑗 𝑑𝜏 = ෍ 𝑖𝑗 𝑐𝑖 𝑐𝑗 න 𝜓𝑖 𝐻𝜓𝑗 𝑑𝜏 = ෍ 𝑖𝑗 𝑐𝑖 𝑐𝑗 𝐸𝛿𝑖𝑗 = ෍ 𝑖 𝑐𝑖 2 𝐸 10/8/2019 34 The Variational Principle The Variational Principle states that there is a lower limit for the energy of a quantum system that is the energy obtained form its exact wave function. Therefore, energy obtained form any arbitrary wave function is always higher than that of exact wave function. ‫׬‬ Φ𝐻Φ𝑑𝜏 ‫׬‬ Φ2 𝑑𝜏 ≥ 𝐸0 Here, E0 is the energy of exact wave function. The Variational Principle enable us to start from any primary guess for wave function and try to minimize energy as much as possible close the energy of the exact wave function. 10/8/2019 35 Definition of Terms: Ab Inotio and DFT Methods • The word ab initio means from the beginning. In a nutshell, ab initio methods are different approximations for solving the Schrödinger Equation. Ab initio methods are NOT parameterized based on experiments. • Density Functional Theory or DFT is an old method for finding the energy of a molecular system based on Hohenberg-Kohn Theorem as the following: 𝑭 𝝆 𝒓 = 𝑬 𝒆𝒍𝒆𝒄 • Unfortunately, because the ideal functional is not known, DFT methods are parameterized to be as consistent as possible with experiments. 10/8/2019 36 Suitable Guess For Wave Function • An approximation used widely in computational chemistry is application of a Basis set to simulate the exact wave function as much as possible. • A basis set is a limited number of functions which are used to construct a first guess for the molecular wave function. • Two types of basis sets are Slater and Gaussian basis sets. • Computational cost for the fastest ab initio or DFT method increases by increasing the number of basis functions, M, by M4 . So, an ideal basis set provides a reasonable solution to a problem with least number of basis functions. 10/8/2019 37 10/8/2019 38 STO and GTO STO and GTO; Mathematical Form • An STO has the following form: 𝑠 𝑟 = 𝑁𝑠 𝑒−𝜁𝑟 • A GTO has the following form: 𝑔 𝑟 = 𝑁𝑔 𝑒−𝜁𝑟2 𝑔 𝑟 = 𝑥 𝑎 𝑦 𝑏 𝑧 𝑐 𝑁𝑔 𝑒−𝜁𝑟2 Ns /Ng is the normalization constant and ζ is orbital exponent. 𝑥 𝑎 𝑦 𝑏 𝑧 𝑐 is used for defining orbital type for example for a p orbital a = 1, b = c = 0. 10/8/2019 39 Gaussian Basis Sets • Every GTO is consisted of one or more Primitive GTOs • The degree of contraction is the number of PGTOs that enter a CGTO or Contracted GTO 10/8/2019 40 Basis Sets • Pople Type Basis Sets STO-nG→ n1s,n2s,n2p,… Minimal Basis set for second row elements STO-3G→ (6s,3p) → (2s,1p) k-nlmG→ k core, 2 (nl) or 3 (nlm) zeta, n inner valence, l middle valence, and m outer valence for second row elements 6-311G→ (11s,5p) → (4s,3p) 10/8/2019 41 Basis Sets • Correlation Consistent Basis Sets s and p optimized at HF, polarization optimized at CISD 10/8/2019 42 How a Basis Set Looks Like? 6-311+G(3df,3pd) C 0 S 6 1.00 4563.2400000 0.00196665 682.0240000 0.0152306 154.9730000 0.0761269 44.4553000 0.2608010 13.0290000 0.6164620 1.8277300 0.2210060 SP 3 1.00 20.9642000 0.1146600 0.0402487 4.8033100 0.9199990 0.2375940 1.4593300 -0.00303068 0.8158540 SP 1 1.00 0.4834560 1.0000000 1.0000000 SP 1 1.00 0.1455850 1.0000000 1.0000000 SP 1 1.00 0.0438000 1.0000000 1.0000000 D 1 1.00 2.5040000 1.0000000 D 1 1.00 0.6260000 1.0000000 D 1 1.00 0.1565000 1.0000000 F 1 1.00 0.8000000 1.0000000 Normalization & Contraction constants Aug-cc-pV5Z C 0 S 10 1.00 96770.0000000 0.0000250 14500.0000000 0.0001900 3300.0000000 0.0010000 935.8000000 0.0041830 306.2000000 0.0148590 111.3000000 0.0453010 43.9000000 0.1165040 18.4000000 0.2402490 8.0540000 0.3587990 3.6370000 0.2939410 S 10 1.00 96770.0000000 -0.0000050 14500.0000000 -0.0000410 3300.0000000 -0.0002130 935.8000000 -0.0008970 306.2000000 -0.0031870 111.3000000 -0.0099610 43.9000000 -0.0263750 18.4000000 -0.0600010 8.0540000 -0.1068250 3.6370000 -0.1441660 S 1 1.00 1.6560000 1.0000000 S 1 1.00 0.6333000 1.0000000 . . . Normalization & Contraction constants 10/8/2019 43 Introduction to Ab Initio Methods Cina Foroutan-Nejad Reference: Introduction to Computational Chemistry Frank Jensen 10/8/2019 44 Hatree Product Wave Function Neglecting electron-electron repulsion one can write a molecular Hamiltonian in terms of one-electron Hamiltonians. 𝐻 = ෍ 𝑖 𝑁 ℎ𝑖 ℎ𝑖 = − 1 2 𝛻𝑖 2 − ෍ 𝑘=1 𝑀 𝑍 𝑘 𝑟𝑖𝑘 All eigenfunctions of one-electron Hamiltonian must satisfy the oneelectron Schrödinger equation. ℎ𝑖 𝜓𝑖 = 𝜀𝑖 𝜓𝑖 If Hamiltonian is separable then many-electron eigenfunction should be a product of one-electron eigenfunctions: Ψ 𝐻𝑃 = 𝜓1 𝜓2 … 𝜓 𝑁 10/8/2019 45 Hatree Product Wave Function Then the energy of “Hartree Product” wave function is: 𝐻Ψ 𝐻𝑃 = 𝐻𝜓1 𝜓2 … 𝜓 𝑁 = ෍ 𝑖=1 𝑁 ℎ𝑖 𝜓1 𝜓2 … 𝜓 𝑁 = ℎ1 𝜓1 𝜓2 … 𝜓 𝑁 + 𝜓1(ℎ2 𝜓2) … 𝜓 𝑁 + 𝜓1 𝜓2 … (ℎ 𝑁 𝜓 𝑁 ) = 𝜀1 𝜓1 𝜓2 … 𝜓 𝑁 + 𝜓1(𝜀2 𝜓2) … 𝜓 𝑁 + 𝜓1 𝜓2 … (𝜀 𝑁 𝜓 𝑁 ) = ෍ 𝑖 𝑁 𝜀𝑖 𝜓1 𝜓2 … 𝜓 𝑁 = (෍ 𝑖 𝑁 𝜀𝑖)Ψ 𝐻𝑃 If one-electron wave functions are normal, then Hartree Product wave function is normal. |Ψ 𝐻𝑃|2 = |𝜓1|2 |𝜓2|2 … |𝜓 𝑁|2 10/8/2019 46 Hatree Product Hamiltonian In the one-electron Hatree Hamiltonian electron electron repulsion is considered as an average as the following: ℎ𝑖 = − 1 2 𝛻𝑖 2 − ෍ 𝑘=1 𝑀 𝑍 𝑘 𝑟𝑖𝑘 + ෍ 𝑖≠𝑗 න 𝜌𝑗 𝑟𝑖𝑗 𝑑𝑟 The last term measures interaction potential between all other electrons (except i) that occupy the same orbital. 𝜌𝑗 represents the electron density of electron j. Second and third terms on the r.h.s. of the equation are essentially the same but electron is treated as a wave so its probability density is integrated over space but nucleus is treated as a point charge. 10/8/2019 47 Hatree Product Hamiltonian To calculate energy form Hartree Hamiltonian one should be aware that electron-electron repulsion for each pair of electrons is two times considered in the Hartree Hamiltonian. So, energy is: 𝐸 = ෍ 𝑖 𝜀𝑖 − 1 2 ෍ 𝑖≠𝑗 ඵ |𝜓𝑖|2 |𝜓𝑗|2 𝑟𝑖𝑗 𝑑𝑟𝑖 𝑑𝑟𝑗 Hartree approach has a major limitation! It does not consider a major property of electrons; the electron SPIN 10/8/2019 48 Electron Spin • Spin is a fundamental property of matter that is NOT conceivable for human being based on his/her daily experiences. • We are living in a 3D world so all we need is 3 numbers, corresponding to 3 dimensions of space to describe any object around us. • Spin is an additional index that is necessary for describing electrons in an atom or molecule. 10/8/2019 49 Slater Determinants A real wave function must include the effect of spin so must be antisymmetric that is the wave function must change sign if a pair of electrons are replaced between two one-electron orbitals. A mathematical trick to have such wave function is using a matrix. In a matrix changing any two rows (or columns ) change the sign of the matrix. 10/8/2019 50 Slater Determinants A Slater determinant can be abbreviated for spin-orbit spatial products, 𝜒 𝑁(𝑁). Furthermore, in SD all electrons are permitted to be in all orbitals. This is a very important property that satisfies “indistinguishability” principle. 10/8/2019 51 Quantum Mechanical Exchange Electron spin has a unique effect on the energy of a multi-electron system. Since electrons with same spin exclude each other, the energy of a molecular system decreases proportional to the degree of electron exclusion, i.e. electrons with same spin do not meet each other and do not repel each other! This unique property can be calculated based on a Slater determinant. 10/8/2019 52 Hartree-Fock Approach • Hartree was the first man who used selfconsistent field approach to reduce the energy of his wave function • Fock for the first time used Hartree’s SCF method for minimizing the energy of a wave function based on Slater determinant. • Roothaan years later introduced matrix algebra necessary for HF calculations using a “basis set” representation for MOs. 10/8/2019 53 Electron Correlation We saw that exchange decreases energy of a molecule by keeping electrons with the same spin away. Electron correlation is another phenomenon that decreases the energy of a molecule by keeping electrons with the different spin as far as possible. In fact, electron motions in a molecular system is always synchronized to some degrees to keep the energy as low as possible! Nevertheless, HF approach did not provide us a way to evaluate this energy. 10/8/2019 54 Correlated Mthods HF method is most accurate single-determinant approach. We cannot lower the energy of a molecule by a single determinant more that HF approach. But what if we use more than a single determinant to construct our wave function? In fact wave function can be made based on linear combination of different wave functions as the following: Ψ = 𝑐0Ψ 𝐻𝐹 + 𝑐1Ψ1 + 𝑐2Ψ2 + ⋯ Coefficients reflect the weight of every wave function. 10/8/2019 55 Dynamic vs. Static Correlation Empirical studies suggest that weight of HF wave function is usually the most in final wave function. In such cases the electron correlation originates from so called Dynamic Correlation. Dynamic correlation is result of instantaneous electron-electron interactions. However, in some cases several wave functions have exactly the same or very close weights in the final wave function. In such cases with “degenerate” or “near degenerate” energy levels we are dealing with a so-called “multi-reference” system. The correlation in such systems is of static correlation type. Although, there is no clear distinction between the mechanism of these two types of correlation, conventionally this distinction is made. 10/8/2019 56 Static Correlation An example of systems with static correlation 10/8/2019 57 CASSCF and Full CI • Complete Active Space-SCF is a method for considering static correlation to a great extent by considering a limited number of orbitals called “active space”. • A CASSCF approach uses HF wave function and is denoted as CAS(m,n) were m and n are number of electrons and orbitals in the active space. • Each single wave function that in CAS approach is used is called a “Configuration State Function” and number of all CSFs for a typical CAS(m,n) is as the following: 10/8/2019 58 CASSCF and Full CI • A CASSCF for all orbitals of a system is called Full CI. • Full CI approach is the most accurate approach for solving non-Born-Oppenheimer non-relativistic time-independent Schrödinger equation! • Unfortunately, full CI is so EXPENSIVE that only is doable for smallest molecules. • This because the number of CSFs increase unbelievably by increasing the number of electrons and available orbitals that is the basis function. 10/8/2019 59 More Correlated Methods • CASSCF/Full CI are not the only correlated methods. There are several methods based on Perturbation theory. Here we do not talk about those approaches but to be familiar with them it is useful to know that their accuracy and unfortunately computational cost increases as the following: HF < MP2 ~ MP3 ~ CCD < CISD < MP4SDQ ~ QCISD ~ CCSD < MP4SDTQ (MP4) < QCISD(T) ~ CCSD(T) • Number of basis functions with computational cost of HF has M4 relationship; computational cost of CCSD(T) increases by M7. 10/8/2019 60 Density Functional Theory • DFT is an alternative approach based on the Kohn-Sham theorem. 𝐹 𝜌 𝑟 = 𝐸 • Unfortunately, the exact functional is not known to us! Nevertheless, many functional are suggested. All these functionals are empirically corrected by comparison with high-level ab initio approaches or based on experimental data. 10/8/2019 61 Density Functional Theory • Although the exact functional is not known, efficiency of DFT attracted many researchers. Therefore, DFT approaches are in fact the most widely used approaches worldwide. • There are four different types of functionals: LDA, GGA, Hybrid-GGA and meta-Hybrid-GGA. • Some of popular functionals of each type are LSDA, BLYP, B3LYP and M062X. 10/8/2019 62 (Hopefully) The End! 10/8/2019 63