Atom and molecular structure Quantum level of matter
|
|
- Melvin Rose
- 5 years ago
- Views:
Transcription
1 Computer imulation of advanced material International Summer School Atom and molecular tructure Quantum level of matter Alexander Nemukhin Department of Chemitry, M.V. omonoov Mocow State Univerity and N.M. Emanuel Intitute of Biochemical Phyic, Ruian Academy of Science
2 Computer imulation of advanced material International Summer School Atom and molecular tructure Quantum level of matter Textbook material and illutration Chemical tructure theory i valid (molecule, chemical bond, ) Model ytem compoed of large number of atom are of interet Protein may be conidered a advanced material (at leat for biotechnology)
3 θ 0 r 0 M N σ σ ε φ + + φ + + θ θ + MN 6 MN MN 1 MN MN MN MN MN N M torion l l l, l l,1 j0 j bend j j i0 tretche i i i MM r r 4 r q q... ) co (1 V ) co (1 V ) ( k ) r (r k E -,,,q,v,v,,k,r k MN MN M l, l,1 j0 j i0 i σ ε θ parameter Мolecular mechanical (MM) model The ytem i compoed of atom
4 R w r i Ψ Ψ < < iw i w w v w wv v w j i ij w R w i r QM r R Z R Z Z r 1 M 1 1 Ĥ E Ĥ w i Electronic tructure model H ES C C Numerical olution of matrix equation Molecule are table ytem of nuclei and electron A uch, their tructure and dynamic hould be governed by Quantum Mechanic
5 Computer imulation of advanced material Why do we need quantum mechanic?
6 Why do we need quantum mechanic? - Excited electronic tate are involved Example: fluorecent v protein Ser05 Glu S1 S1* anion S1* S1 Hi148 Arg96 S0 S0 S0 anion S0 neutral Bravaya K.B., Grigorenko B.., Nemukhin A.V., Krylov A.I., Acc Chem Re, 45, 65 (01)
7 Why do we need quantum mechanic? - Cleavage and formation of chemical bond are involved Example: hydrolyi of adenoine triphophate (ATP) in motor protein Arg38 Ser36 Ser37 Wat Thr186 Mg + Wat1 Wat P γ O βγ ATP Glu459 Wat Ser181 Grigorenko B.., Nemukhin A.V., et al., Proc Natl Acad Sci USA, 104, 7057 (007)
8 Why do we need quantum mechanic? - Force field parameter may be not accurate enough GTP Grigorenko B.., Shadrina M.S., Nemukhin A.V., et al., Biochim Biophy Acta, 1784, 1908 (008)
9 Computer imulation of advanced material International Summer School Atom and molecular tructure Quantum level of matter Baic of quantum mechanic
10 Baic of quantum mechanic General conideration Quantum and claical mechanic Wavefunction Obervable Hydrogen atom Spin
11 Quantum mechanic i the theory of the behavior of microcopic object, including electron and nuclei, for which the action S t 1 0 t ( q 1,..., qn, t) dt i comparable to the Planck contant ћ J
12 Claical Mechanic The agrangian function ( T-V ) The Euler-agrange equation The Hamiltonian ( HT+V ) d dt H q i q i 0 (i1,,n) q1,..., qn, p,..., pn, t) ( 1 The Hamilton' equation p i H q i q i H p i The Hamilton Jacobi formulation S S S H ( q1,..., qn,,...,, t) + q q t 1 n 0
13 Claical mechanic S» ћ Correpondence principle Quantum mechanic S ~ ћ Sytem can be characteried by a function of coordinate and time S( q 1,..., qn, t) Ψ( q 1,..., q, t) S define tate of the ytem Sytem can be characteried by function of coordinate and time n Each Ψ refer to a tate of the ytem Thi function S can be found a a olution of the differential equation S S S H ( q1,..., qn,,...,, t) + q q t 1 Knowing function S one can find trajectorie and to compute obervable n 0 Function Ψ can be found a olution of the differential equation i Ψ t Hˆ Ψ Knowing function Ψ one can compute obervable
14 Claical and Quantum Mechanic Keyword: Sytem State of the ytem Wavefunction of a tate Obervable for a particular tate
15 Quantum Mechanic: Keyword Sytem Sytem the Hamiltonian operator Ĥ A only we elect a ytem for an analyi we can write down an explicit expreion for the Hamiltonian operator. Example: A particle of ma m in a one- ˆ dimentional potential V(x) H + V ( x) m x One-elctron atom: an electron in the field of a nucleu Hˆ µ x + y + Ze r
16 Quantum Mechanic: Keyword State of the ytem An eential feature of QM i that certain parameter of the ytem can take on dicrete value varying from one tate to another by quantum jump. Example: Few tate of the hydrogen atom State Total energy (10 0 J/atom) Electronic angular momentum p ħ
17 Thee jump are oberved in experimental pectrocopy State and p of the hydrogen atom Total energy (10 0 J/atom) State 1 of the hydrogen atom
18 Claical and Quantum Mechanic Keyword: Sytem State of the ytem Wavefunction of a tate Obervable for a particular tate
19 Quantum Mechanic: Keyword Wavefunction The tate of a ytem i decribed by a wavefunction of the coordinate and the time Ψ(q 1,, q n,t) The probability: Ψ *( r, t) Ψ( r, t) dxdyd Ψ mut atify mathematical condition: Single-value Continuou Quadratically integrable The probability that the particle i in the volume element dxdyd located at, at time t. r Ψ *( r, t) Ψ( r, t) dxdyd 1
20 Quantum Mechanic: Keyword Wavefunction Why probabilitie?
21 The Heienberg uncertainty principle: The more preciely the poition i determined, the le preciely the momentum i known in thi intant, and vice vera. large pread in p mall pread in x. probability of p p p mall pread in p large pread in x. probability of x x x probability of p p p Quantum particle do not travel along trajectorie. probability of x x x
22 Keyword Wavefunction : Superpoition principle The negative content (andau, ifhchit) of the uncertainty principle i balanced by the poitive content of the uperpoition principle: If Ψ 1, Ψ,, Ψ n are the poible tate of a ytem, then the linear combination of thee tate i alo a poible tate of the ytem Phyical conequence: The equation for Ψ mut be linear, e.g., Ψ( x, t) i t m Ψ( x, t) + V ( x, t) Ψ( x, t) x Either the Schrödinger equation, or the uperpoition principle hould be potulated
23 Potulate of Quantum Mechanic 1. Probabilitie (due to the uncertainty principle): Ψ *( r, t) Ψ( r, t) dxdyd The probability that the particle. The uperpoition principle: i in the volume element dxdyd located at, at time t. If Ψ 1, Ψ,, Ψ n are the poible tate of a ytem, then the linear combination of thee tate i alo a poible tate of the ytem. and 3. For every obervable mechanical quantity of a ytem, there i a correponding linear Hermitian operator aociated with it. r
24 Quantum Mechanic Keyword: Sytem State of the ytem Wavefunction of a tate Obervable for a particular tate
25 Keyword Obervable For every obervable mechanical quantity of a ytem, there i a correponding linear Hermitian operator aociated with it. To pecify thi operator, write down the claical expreion for the obervable in term of Carteian coordinate and the correponding linear momentum, and then replace each coordinate x by the operator x and each momentum component p x by the operator p x i x
26 Keyword Obervable Some mechanical quantitie and their operator Poition (x) x inear momentum (p x ) p x i x Angular momentum ( xp y -yp x ) i( x y y ) x Total energy (T+V) ˆ H + V ( x, m + + x y y,, t)
27 Keyword Obervable If a ytem i in a tate decribed by a normalied wavefunction Ψ, then the average value of the obervable A in thi tate i given by A Ψ Ψ AΨ The Hermitian operator enure a real number for. We talk on average value by the ame reaon a on probabilitie (the uncertainty principle). A
28 Keyword Obervable : Eigenfunction and eigenvalue Finding eigenfunction and eigenvalue of operator aociated with obervable i one of the major goal of QM. Hˆ T electron + T nuclei + V V e e + nn + V HˆΨ Solution of the time-independent Schrödinger equation allow one to find the total energie E i of the ytem under tudy. en i E i In particular, for any molecule compoed of electron (e) and nuclei (n) Ψ i The differential equation mut be augmented by the boundary condition for the wavefunction (ingle-value, continuou, ) ince they decribe wave of probabilitie.
29 Keyword Obervable : Orbital angular momentum Eigenfunction and eigenvalue of the component i( x y ) i y x ϕ x θ ϕ r y Differential equation: Φ ( ϕ) l Φ ( ϕ) m Condition: Φ( ϕ + π ) Φ( ϕ) Φ Φ Anwer: π 0 Φ ( ϕ) Φ( ϕ) dϕ 1 l m 1 Φm( ϕ) exp( imϕ) π m 0, ± 1, ±,... * m +3ћ +ћ +ћ 0 -ћ -ћ -3ћ quantum jump
30 Keyword Obervable : Meaurement Important quetion of the QM theory: What do we know about A in the tate characteried by the wavefunction Ψ? Anwer: If Ψ happen to coincide with one of the eigenfunction of A then in thi particular tate we know A preciely, and the only reult of the meaurement i the correponding eigenvalue of A If Ψ doe not coincide with any of the eigenfunction of A then we can predict only the averaged value of A: A Ψ Ψ AΨ A probability of meauring a particular value a k in the tate Ψ i w k k Φ Ψ where Φ k i the correponding eigenfunction of A.
31 Keyword Obervable : Back to the uncertainty principle Another important quetion of the QM theory: Can we know two mechanical variable A and B imultaneouly and preciely? Anwer: Two obervable A and B are principally imultaneouly meaurable (have the common et of eigentate) if and only if their correponding operator commute. More pecifically: The commuting operator have the ame et of eigenfunction, and if the wavefunction of a particular tate coincide with one of thee eigenfunction, one may know A and B imultaneouly and preciely in thi tate. AB BA When the operator do not commute, one can never know A and B imultaneouly and preciely in any tate.
32 Keyword Obervable : Back to the uncertainty principle Quantitative ide of the uncertainty principle The uncertaintie ΔA and ΔB of any two obervable in any phyical tate Ψ atify the inequality 1 A B Ψ ( AB BA) Ψ Poition and momentum: hence, x p x probability of p xpx pxx i large pread in p mall pread in x. p p mall pread in p large pread in x. probability of x x x probability of p p p probability of x x x
33 Keyword Obervable : Back to the uncertainty principle Angular momentum operator ) ( ) ( ) ( y x x y x y y x x y y x i yp xp x x i xp p y y i p yp + + The commutator i i i x y y y y y x x x x x y y x
34 Keyword Obervable : Back to the uncertainty principle All three component of angular momentum cannot be meaured imultaneouly, which tell u that there doe not exit any phyical tate in which the direction of angular momentum i definite. However, there do exit tate in which the magnitude of angular momentum i definite along with one component. y x One can know imultaneouly and preciely and while no knowledge on x and y i allowed. The phyical reaon are traced back to the uncertainty principle.
35 Keyword Obervable : Example of commuting operator The commuting operator and common et of eigenfunction. i ϕ 1 1 inθ + inθ θ θ in have a θ ϕ The pherical harmonic The olution Ylm ( θ, ϕ) ( m) Ylm ( θ, ϕ) Y ( θ, ϕ) l( l + 1) Y ( θ, ϕ) lm m 0, ± 1, ±,..., ± l l 0,1,,... lm
36 Hydrogen atom The one-electron atom: The ytem - an electron with the charge e and ma μ in the field The Hamiltonian operator θ x y ϕ r r Ze r V ) ( r Ze r r r r r H + µ µ State of the ytem are decribed by the olution of the equation ),, ( ),, ( ϕ θ ϕ θ r E r H Ψ Ψ Since H and, are the pairwie commuting operator there exit tate in which the total energy, the magnitude of angular momentum, and the component of angular momentum are definite. 0 0, 0, H H H H
37 Hydrogen atom H H 0, H H 0, 0 Therefore, the energy eigentate may alo be choen to be eigentate of the angular momentum operator Ψ E ( r, θ, ϕ) R ( r) Y ( θ, ϕ) El lm Y Y lm lm ( θ, ϕ) ( θ, ϕ) ( m) Y l( l m 0, ± 1, ±,..., ± l l 0,1,,... lm + 1) Y ( θ, ϕ) lm ( θ, ϕ)
38 Hydrogen atom Therefore, the energy eigentate may alo be choen to be eigentate of the angular momentum operator Ψ E ( r, θ, ϕ) R ( r) Y ( θ, ϕ) El lm Radial eigenfunction R El (r) and energie E are computed from the ordinary differential equation d dr l( l + 1) r + µr dr dr µ r Boundary condition: R(r) and dr dr Ze r be quadratically integrable R ( r) r dr <. The anwer: R ( r) Polnl( r)exp( β r) 4 µ E n nl 0 E R( r) 0 mut be continuou, R(r) mut Z e n1,, l0,1,,n-1 m-l, -l+1, l n n
39 Hydrogen atom: State Quantum Mechanic: Keyword State of the ytem An eential feature of QM i that certain parameter of the ytem can take on dicrete value varying from one tate to another by quantum jump. Example: Few tate of the hydrogen atom State 1 p Total energy (10 0 J/atom) Electronic angular momentum 0 0 ħ Z e 4 µ E n n n1,, l0,1,,n-1 m-l, -l+1, l 1 n1, l0, m0 n, l0, m0 p n, l1, m-1,0,1 3 n3,l0,m0
40 Hydrogen atom: Image of wavefunction 1 n1, l0, m0 R nl R nl r R nl
41 Hydrogen atom: Image of wavefunction n, l0, m0 R nl R nl r R nl
42 Hydrogen atom: Image of wavefunction p n, l1, m0 R nl R nl r R nl
43 Hydrogen atom: Image of wavefunction 3 n3, l0, m0 R nl R nl r R nl
44 Hydrogen atom: Image of wavefunction 3p n3, l1, m0 R nl R nl r R nl
45 Hydrogen atom: Image of wavefunction 3d n3, l, m0 R nl R nl r R nl
46 Hydrogen atom: Atomic Orbital (AO) 1 p 3 3p 3d
47 Spin In the non-relativitic quantum mechanic, we have to aign to every elementary particle an angular momentum which i not related to poible orbiting of the particle. An internal angular momentum, the vector with component x, y,, i called pin. Unlike orbital angular momentum thee component cannot be expreed in term of Carteian coordinate and linear momenta. The quare of the pin length i a characteritic feature of a particle: for every electron in all tate it ha the value 1/ 3 ( + 1) 4
48 Spin i i i x y y y y y x x x x x y y x The theory of pin i contructed by analogy with the theory of orbital angular momentum. Important: the commutator relation only two quantitie are meaurable and have a common et of eigenvector and + m m m m m,,, 1) (, For electron: ½ (alway) m -½, +½, m
49 Spin i i i x y y y y y x x x x x y y x The theory of pin i contructed by analogy with the theory of orbital angular momentum. Important: the commutator relation only two quantitie are meaurable and have a common et of eigenvector and + m m m m m,,, 1) (, For electron: ½ (alway) m -½, +½ Orbital angular momentum, m 0,1,,...,..., 1, 0, ), ( 1) ( ), ( ), ( ) ( ), ( ± ± ± + l l m Y l l Y m Y Y lm lm lm lm ϕ θ ϕ θ ϕ θ ϕ θ
50 Spin Two poible pin tate of an electron +ћ/ 3ћ/ 3ћ/ -ћ/ 1/, m 1/ α β 1/, m 1/
51 Spin Application of addition of angular momentum -electron pin vector (j 1 ½, j ½) The total pin of two electron may be either ½-½ 0 (inglet tate), or ½+½1 (triplet tate) Two poible pin tate of an electron +ћ/ 3ћ/ 3ћ/ -ћ/ α 1/, m 1/ β 1/, m 1/ Singlet tate -electron pin vector 1 0,0 { α ( 1) β () β (1) α ()} Triplet tate -electron pin vector 1,1 α (1) α (1) () 1 1,0 { α (1) β 1, 1 β β () () + β (1) α () }
52 Interchange Hypothei For Identical Particle Interchanging the poition of two identical particle doe not change the phyical tate. Identical (elementary) particle have the ame parameter the ma, charge, and magnitude of pin momentum. Poition r and pin projection σ are conidered a coordinate. The wavefunction mut be either ymmetric or antiymmetric with repect to an interchange of poition and pin projection of any pair of identical particle: Ψ( rσ1,..., riσ i,... rjσ j,..., rnσ N ) ±Ψ( r1 σ1,..., rjσ j,... riσ i,..., rnσ 1 N )
53 The Spin Statitic Theorem Sytem of identical particle with integer pin 0; 1; ; are decribed by wavefunction that are ymmetric under the interchange of particle coordinate and pin. Sytem of identical particle with half-integer pin 1/; 3/; are decribed by wavefunction that are antiymmetric under the interchange of particle coordinate and pin. Particle with integer pin are known a Boon. Particle with halfinteger pin are known a Fermion. Example include, in particular, electron, and proton. Therefore, electronic wavefunction mut atify a condition Ψ( rσ1,..., riσ i,... rjσ j,..., rnσ N ) Ψ( r1 σ1,..., rjσ j,... riσ i,..., rnσ 1 N )
54 Quantum Mechanic for the Electronic Structure Theory Sytem State of the ytem Correpondence principle Claical mechanic Wavefunction Superpoition principle Hilbert pace Obervable Uncertainty principle Hydrogen atom Orbital Spin Spin coupling Interchange hypothei
55 R w r i Ψ Ψ < < iw i w w v w wv v w j i ij w R w i r QM r R Z R Z Z r 1 M 1 1 Ĥ E Ĥ w i Molecule are table ytem of nuclei and electron
56 R w r i Ψ Ψ < < iw i w w v w wv v w j i ij w R w i r QM r R Z R Z Z r 1 M 1 1 Ĥ E Ĥ w i Molecule are table ytem of nuclei and electron The Born-Oppenheimer approximation Moving further To a high degree of accuracy we can eparate electron and nuclear motion due to larger mae of nuclei
57 The Born-Oppenheimer Approximation Hˆ H ˆel T electron electron + T + T nuclei to the nuclear equation T nuclei + V + V V e e + nn + V e e + nn + V en V en Electronic equation ˆ H el ψ el (r;r) E el ψ el (r;r) BO approximation lead to the idea of a potential energy urface U(R) E el + V NN n-n
58 Solution of the nuclear quantum equation allow u to determine a large variety of molecular propertie. An example are vibrational pectra.
59 Example: calculated vibration of the -CO group in the bacteriochlorophyll of photoynthetic reaction center 59
60 Example: calculated vibration with the imaginary frequency on the route of retinal iomeriation in rhodopin С 11 С 1 Rhodopin Bathorhodopin Khrenova M.G., Bochenkova A.V., Nemukhin A.V., Protein, 78, 614 (010)
61 About electronic equation etc The lecture by Profeor Gian Paolo Brivio Ab-initio & DFT on July 18
62 Concluding example How doe it work?
63 Concluding example How doe it work? Chromophore Green Fluorecent Protein НВМО UMO гидроксибензилиден-имидазолинон hydroxybenylidene-imidaoline ВЗМО HOMO
64
65
66
67
68
69
70 Concluding example How doe it work for large ytem? Practically ueful tool - Quantum mechanical molecular mechanical (QM/MM) approach QM MM Primary interet Coupling
71 The reult of QM/MM imulation: Geometry of the GFP active ite Theory: QM/MM (DFT(PBE0/6-31G*)/Amber) Experiment (PDB ID - 1GF): X-ray diffraction (PH 7, reolution 1.9A) neutral anion
72
73
74
75
76 Computer imulation of advanced material International Summer School Atom and molecular tructure Quantum level of matter Textbook material and illutration Software QM: GAMESS(US), Firefly, NWChem, CPK QM/MM: GAMESS(US)-Tinker
77 Concluding Remark Thi i a part of the lecture coure Quantum Mechanic and Molecular Structure for tudent of the Chemitry Department of the M.V. omonoov Mocow State Univerity Part of the tutorial lecture at the workhop Mathematical and Computational Approache to Quantum Chemitry (Intitute of mathematic and it application, Minneapoli, 008) Thank to co-author of the paper
p. (The electron is a point particle with radius r = 0.)
- pin ½ Recall that in the H-atom olution, we howed that the fact that the wavefunction Ψ(r) i ingle-valued require that the angular momentum quantum nbr be integer: l = 0,,.. However, operator algebra
More informationPhysics 741 Graduate Quantum Mechanics 1 Solutions to Final Exam, Fall 2014
Phyic 7 Graduate Quantum Mechanic Solution to inal Eam all 0 Each quetion i worth 5 point with point for each part marked eparately Some poibly ueful formula appear at the end of the tet In four dimenion
More information/University of Washington Department of Chemistry Chemistry 453 Winter Quarter 2009
Lecture 0 /6/09 /Univerity of Wahington Department of Chemitry Chemitry 453 Winter Quarter 009. Wave Function and Molecule Can quantum mechanic explain the tructure of molecule by determining wave function
More informationSymmetry Lecture 9. 1 Gellmann-Nishijima relation
Symmetry Lecture 9 1 Gellmann-Nihijima relation In the lat lecture we found that the Gell-mann and Nihijima relation related Baryon number, charge, and the third component of iopin. Q = [(1/2)B + T 3 ]
More informationBogoliubov Transformation in Classical Mechanics
Bogoliubov Tranformation in Claical Mechanic Canonical Tranformation Suppoe we have a et of complex canonical variable, {a j }, and would like to conider another et of variable, {b }, b b ({a j }). How
More information1 Parity. 2 Time reversal. Even. Odd. Symmetry Lecture 9
Even Odd Symmetry Lecture 9 1 Parity The normal mode of a tring have either even or odd ymmetry. Thi alo occur for tationary tate in Quantum Mechanic. The tranformation i called partiy. We previouly found
More information2 States of a System. 2.1 States / Configurations 2.2 Probabilities of States. 2.3 Counting States 2.4 Entropy of an ideal gas
2 State of a Sytem Motly chap 1 and 2 of Kittel &Kroemer 2.1 State / Configuration 2.2 Probabilitie of State Fundamental aumption Entropy 2.3 Counting State 2.4 Entropy of an ideal ga Phyic 112 (S2012)
More informationGreen-Kubo formulas with symmetrized correlation functions for quantum systems in steady states: the shear viscosity of a fluid in a steady shear flow
Green-Kubo formula with ymmetrized correlation function for quantum ytem in teady tate: the hear vicoity of a fluid in a teady hear flow Hirohi Matuoa Department of Phyic, Illinoi State Univerity, Normal,
More informationMechanics Physics 151
Mechanic Phyic 151 Lecture 7 Scattering Problem (Chapter 3) What We Did Lat Time Dicued Central Force Problem l Problem i reduced to one equation mr = + f () r 3 mr Analyzed qualitative behavior Unbounded,
More informationFermi Distribution Function. n(e) T = 0 T > 0 E F
LECTURE 3 Maxwell{Boltzmann, Fermi, and Boe Statitic Suppoe we have a ga of N identical point particle in a box ofvolume V. When we ay \ga", we mean that the particle are not interacting with one another.
More informationSocial Studies 201 Notes for November 14, 2003
1 Social Studie 201 Note for November 14, 2003 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the
More informationSocial Studies 201 Notes for March 18, 2005
1 Social Studie 201 Note for March 18, 2005 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the
More informationEC381/MN308 Probability and Some Statistics. Lecture 7 - Outline. Chapter Cumulative Distribution Function (CDF) Continuous Random Variables
EC38/MN38 Probability and Some Statitic Yanni Pachalidi yannip@bu.edu, http://ionia.bu.edu/ Lecture 7 - Outline. Continuou Random Variable Dept. of Manufacturing Engineering Dept. of Electrical and Computer
More informationMATEMATIK Datum: Tid: eftermiddag. A.Heintz Telefonvakt: Anders Martinsson Tel.:
MATEMATIK Datum: 20-08-25 Tid: eftermiddag GU, Chalmer Hjälpmedel: inga A.Heintz Telefonvakt: Ander Martinon Tel.: 073-07926. Löningar till tenta i ODE och matematik modellering, MMG5, MVE6. Define what
More informationFourier-Conjugate Models in the Corpuscular-Wave Dualism Concept
International Journal of Adanced Reearch in Phyical Science (IJARPS) Volume, Iue 0, October 05, PP 6-30 ISSN 349-7874 (Print) & ISSN 349-788 (Online) www.arcjournal.org Fourier-Conjugate Model in the Corpucular-Wae
More informationThe Hand of God, Building the Universe and Multiverse
1.0 Abtract What i the mathematical bai for the contruction of the univere? Thi paper intend to how a tart of how the univere i contructed. It alo anwer the quetion, did the hand of God build the univere?
More informationarxiv: v2 [nucl-th] 3 May 2018
DAMTP-207-44 An Alpha Particle Model for Carbon-2 J. I. Rawlinon arxiv:72.05658v2 [nucl-th] 3 May 208 Department of Applied Mathematic and Theoretical Phyic, Univerity of Cambridge, Wilberforce Road, Cambridge
More informationCHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS
CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.1 INTRODUCTION 8.2 REDUCED ORDER MODEL DESIGN FOR LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.3
More informationGain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays
Gain and Phae Margin Baed Delay Dependent Stability Analyi of Two- Area LFC Sytem with Communication Delay Şahin Sönmez and Saffet Ayaun Department of Electrical Engineering, Niğde Ömer Halidemir Univerity,
More informationQuestion 1 Equivalent Circuits
MAE 40 inear ircuit Fall 2007 Final Intruction ) Thi exam i open book You may ue whatever written material you chooe, including your cla note and textbook You may ue a hand calculator with no communication
More informationCHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL
98 CHAPTER DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL INTRODUCTION The deign of ytem uing tate pace model for the deign i called a modern control deign and it i
More informationV = 4 3 πr3. d dt V = d ( 4 dv dt. = 4 3 π d dt r3 dv π 3r2 dv. dt = 4πr 2 dr
0.1 Related Rate In many phyical ituation we have a relationhip between multiple quantitie, and we know the rate at which one of the quantitie i changing. Oftentime we can ue thi relationhip a a convenient
More informationRELIABILITY OF REPAIRABLE k out of n: F SYSTEM HAVING DISCRETE REPAIR AND FAILURE TIMES DISTRIBUTIONS
www.arpapre.com/volume/vol29iue1/ijrras_29_1_01.pdf RELIABILITY OF REPAIRABLE k out of n: F SYSTEM HAVING DISCRETE REPAIR AND FAILURE TIMES DISTRIBUTIONS Sevcan Demir Atalay 1,* & Özge Elmataş Gültekin
More informationNonlinear Single-Particle Dynamics in High Energy Accelerators
Nonlinear Single-Particle Dynamic in High Energy Accelerator Part 6: Canonical Perturbation Theory Nonlinear Single-Particle Dynamic in High Energy Accelerator Thi coure conit of eight lecture: 1. Introduction
More informationSTOCHASTIC DIFFERENTIAL GAMES:THE LINEAR QUADRATIC ZERO SUM CASE
Sankhyā : he Indian Journal of Statitic 1995, Volume 57, Serie A, Pt. 1, pp.161 165 SOCHASIC DIFFERENIAL GAMES:HE LINEAR QUADRAIC ZERO SUM CASE By R. ARDANUY Univeridad de Salamanca SUMMARY. hi paper conider
More informationBeta Burr XII OR Five Parameter Beta Lomax Distribution: Remarks and Characterizations
Marquette Univerity e-publication@marquette Mathematic, Statitic and Computer Science Faculty Reearch and Publication Mathematic, Statitic and Computer Science, Department of 6-1-2014 Beta Burr XII OR
More information9 Lorentz Invariant phase-space
9 Lorentz Invariant phae-space 9. Cro-ection The cattering amplitude M q,q 2,out p, p 2,in i the amplitude for a tate p, p 2 to make a tranition into the tate q,q 2. The tranition probability i the quare
More information1. The F-test for Equality of Two Variances
. The F-tet for Equality of Two Variance Previouly we've learned how to tet whether two population mean are equal, uing data from two independent ample. We can alo tet whether two population variance are
More informationMASSACHUSETTS INSTITUTE OF TECHNOLOGY
MASSACHUSETTS INSTITUTE OF TECHNOLOGY 5.73 Quantum Mechanic I Fall, 00 Profeor Robert W. Field FINAL EXAMINATION DUE: December 11, 00 at 11:00AM. Thi i an open book, open note, open computer, unlimited
More information84 ZHANG Jing-Shang Vol. 39 of which would emit 5 He rather than 3 He. 5 He i untable and eparated into n + pontaneouly, which can alo be treated a if
Commun. Theor. Phy. (Beijing, China) 39 (003) pp. 83{88 c International Academic Publiher Vol. 39, No. 1, January 15, 003 Theoretical Analyi of Neutron Double-Dierential Cro Section of n+ 11 B at 14. MeV
More informationStability. ME 344/144L Prof. R.G. Longoria Dynamic Systems and Controls/Lab. Department of Mechanical Engineering The University of Texas at Austin
Stability The tability of a ytem refer to it ability or tendency to eek a condition of tatic equilibrium after it ha been diturbed. If given a mall perturbation from the equilibrium, it i table if it return.
More informationChemistry 120A 2nd Midterm. 1. (36 pts) For this question, recall the energy levels of the Hydrogenic Hamiltonian (1-electron):
April 6th, 24 Chemistry 2A 2nd Midterm. (36 pts) For this question, recall the energy levels of the Hydrogenic Hamiltonian (-electron): E n = m e Z 2 e 4 /2 2 n 2 = E Z 2 /n 2, n =, 2, 3,... where Ze is
More information7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281
72 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 28 and i 2 Show how Euler formula (page 33) can then be ued to deduce the reult a ( a) 2 b 2 {e at co bt} {e at in bt} b ( a) 2 b 2 5 Under what condition
More informationFinite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization
Finite Element Analyi of a Fiber Bragg Grating Accelerometer for Performance Optimization N. Baumallick*, P. Biwa, K. Dagupta and S. Bandyopadhyay Fiber Optic Laboratory, Central Gla and Ceramic Reearch
More informationThe Hassenpflug Matrix Tensor Notation
The Haenpflug Matrix Tenor Notation D.N.J. El Dept of Mech Mechatron Eng Univ of Stellenboch, South Africa e-mail: dnjel@un.ac.za 2009/09/01 Abtract Thi i a ample document to illutrate the typeetting of
More informationThe continuous time random walk (CTRW) was introduced by Montroll and Weiss 1.
1 I. CONTINUOUS TIME RANDOM WALK The continuou time random walk (CTRW) wa introduced by Montroll and Wei 1. Unlike dicrete time random walk treated o far, in the CTRW the number of jump n made by the walker
More information696 Fu Jing-Li et al Vol. 12 form in generalized coordinate Q ffiq dt = 0 ( = 1; ;n): (3) For nonholonomic ytem, ffiq are not independent of
Vol 12 No 7, July 2003 cfl 2003 Chin. Phy. Soc. 1009-1963/2003/12(07)/0695-05 Chinee Phyic and IOP Publihing Ltd Lie ymmetrie and conerved quantitie of controllable nonholonomic dynamical ytem Fu Jing-Li(ΛΠ±)
More informationComputers and Mathematics with Applications. Sharp algebraic periodicity conditions for linear higher order
Computer and Mathematic with Application 64 (2012) 2262 2274 Content lit available at SciVere ScienceDirect Computer and Mathematic with Application journal homepage: wwweleviercom/locate/camwa Sharp algebraic
More informationChemistry You Need to Know and Ohio Science Standards. Antacids. Chpt 2-- Chpt 3-- Chpt 5-- Soap. Chpt 4-- Light. Airbags. Section 4-2.
Ohio Standard Batterie 9th grade 1. Recognize that all atom of the ame element contain the ame number of proton, and element with the ame number of proton may or may not have the ame ma. Thoe with different
More informationIEOR 3106: Fall 2013, Professor Whitt Topics for Discussion: Tuesday, November 19 Alternating Renewal Processes and The Renewal Equation
IEOR 316: Fall 213, Profeor Whitt Topic for Dicuion: Tueday, November 19 Alternating Renewal Procee and The Renewal Equation 1 Alternating Renewal Procee An alternating renewal proce alternate between
More informationThe Fundamental Invariants of the Evans Field Theory
24 The Fundamental Invariant of the Evan Field Theory Summary. The fundamental invariant of the Evan field theory are contructed by uing the Stoke formula in the tructure equation and Bianchi identitie
More informationA Group Theoretic Approach to Generalized Harmonic Vibrations in a One Dimensional Lattice
Virginia Commonwealth Univerity VCU Scholar Compa Mathematic and Applied Mathematic Publication Dept. of Mathematic and Applied Mathematic 984 A Group Theoretic Approach to Generalized Harmonic Vibration
More informationHELICAL TUBES TOUCHING ONE ANOTHER OR THEMSELVES
15 TH INTERNATIONAL CONFERENCE ON GEOMETRY AND GRAPHICS 0 ISGG 1-5 AUGUST, 0, MONTREAL, CANADA HELICAL TUBES TOUCHING ONE ANOTHER OR THEMSELVES Peter MAYRHOFER and Dominic WALTER The Univerity of Innbruck,
More informationinto a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get
Lecture 25 Introduction to Some Matlab c2d Code in Relation to Sampled Sytem here are many way to convert a continuou time function, { h( t) ; t [0, )} into a dicrete time function { h ( k) ; k {0,,, }}
More informationMidterm Review - Part 1
Honor Phyic Fall, 2016 Midterm Review - Part 1 Name: Mr. Leonard Intruction: Complete the following workheet. SHOW ALL OF YOUR WORK. 1. Determine whether each tatement i True or Fale. If the tatement i
More informationarxiv: v1 [hep-th] 10 Oct 2008
The boundary tate from open tring field arxiv:0810.1737 MIT-CTP-3990 UT-Komaba/08-14 IPMU 08-0074 arxiv:0810.1737v1 [hep-th] 10 Oct 2008 Michael Kiermaier 1,2, Yuji Okawa 3 and Barton Zwiebach 1 1 Center
More informationA novel protocol for linearization of the Poisson-Boltzmann equation
Ann. Univ. Sofia, Fac. Chem. Pharm. 16 (14) 59-64 [arxiv 141.118] A novel protocol for linearization of the Poion-Boltzmann equation Roumen Tekov Department of Phyical Chemitry, Univerity of Sofia, 1164
More informationApplying Computational Dynamics method to Protein Elastic Network Model
Applying Computational Dynamic method to Protein Elatic Network Model *Jae In Kim ), Kilho Eom 2) and Sungoo Na 3) ), 3) Department of Mechanical Engineering, Korea Univerity, Seongbuk-gu, Anamdong, Seoul
More informationOverflow from last lecture: Ewald construction and Brillouin zones Structure factor
Lecture 5: Overflow from lat lecture: Ewald contruction and Brillouin zone Structure factor Review Conider direct lattice defined by vector R = u 1 a 1 + u 2 a 2 + u 3 a 3 where u 1, u 2, u 3 are integer
More informationEquivalent Strain in Simple Shear Deformations
Equivalent Strain in Simple Shear Deformation Yan Beygelzimer Donetk Intitute of Phyic and Engineering The National Academy of Science of Ukraine Abtract We how that imple hear and pure hear form two group
More informationAP Physics Quantum Wrap Up
AP Phyic Quantum Wrap Up Not too many equation in thi unit. Jut a few. Here they be: E hf pc Kmax hf Thi i the equation for the energy of a photon. The hf part ha to do with Planck contant and frequency.
More informationμ + = σ = D 4 σ = D 3 σ = σ = All units in parts (a) and (b) are in V. (1) x chart: Center = μ = 0.75 UCL =
Our online Tutor are available 4*7 to provide Help with Proce control ytem Homework/Aignment or a long term Graduate/Undergraduate Proce control ytem Project. Our Tutor being experienced and proficient
More informationON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION. Xiaoqun Wang
Proceeding of the 2008 Winter Simulation Conference S. J. Maon, R. R. Hill, L. Mönch, O. Roe, T. Jefferon, J. W. Fowler ed. ON THE APPROXIMATION ERROR IN HIGH DIMENSIONAL MODEL REPRESENTATION Xiaoqun Wang
More informationNAME (pinyin/italian)... MATRICULATION NUMBER... SIGNATURE
POLITONG SHANGHAI BASIC AUTOMATIC CONTROL June Academic Year / Exam grade NAME (pinyin/italian)... MATRICULATION NUMBER... SIGNATURE Ue only thee page (including the bac) for anwer. Do not ue additional
More informationSimple Observer Based Synchronization of Lorenz System with Parametric Uncertainty
IOSR Journal of Electrical and Electronic Engineering (IOSR-JEEE) ISSN: 78-676Volume, Iue 6 (Nov. - Dec. 0), PP 4-0 Simple Oberver Baed Synchronization of Lorenz Sytem with Parametric Uncertainty Manih
More informationLecture 8: Period Finding: Simon s Problem over Z N
Quantum Computation (CMU 8-859BB, Fall 205) Lecture 8: Period Finding: Simon Problem over Z October 5, 205 Lecturer: John Wright Scribe: icola Rech Problem A mentioned previouly, period finding i a rephraing
More informationStandard Guide for Conducting Ruggedness Tests 1
Deignation: E 69 89 (Reapproved 996) Standard Guide for Conducting Ruggedne Tet AMERICA SOCIETY FOR TESTIG AD MATERIALS 00 Barr Harbor Dr., Wet Conhohocken, PA 948 Reprinted from the Annual Book of ASTM
More informationFactor Analysis with Poisson Output
Factor Analyi with Poion Output Gopal Santhanam Byron Yu Krihna V. Shenoy, Department of Electrical Engineering, Neurocience Program Stanford Univerity Stanford, CA 94305, USA {gopal,byronyu,henoy}@tanford.edu
More informationarxiv: v1 [quant-ph] 22 Oct 2010
The extenion problem for partial Boolean tructure in Quantum Mechanic Cotantino Budroni 1 and Giovanni Morchio 1, 2 1) Dipartimento di Fiica, Univerità di Pia, Italy 2) INFN, Sezione di Pia, Italy Alternative
More informationUniversity of Washington Department of Chemistry Chemistry 453 Winter Quarter 2015
Lecture 8. 1/3/15 Univerity of Wahington Department of Chemitry Chemitry 453 Winter Quarter 015 A. Statitic of Conformational Equilibria in Protein It i known from experiment that ome protein, DA, and
More informationSingular perturbation theory
Singular perturbation theory Marc R. Rouel June 21, 2004 1 Introduction When we apply the teady-tate approximation (SSA) in chemical kinetic, we typically argue that ome of the intermediate are highly
More informationThe Secret Life of the ax + b Group
The Secret Life of the ax + b Group Linear function x ax + b are prominent if not ubiquitou in high chool mathematic, beginning in, or now before, Algebra I. In particular, they are prime exhibit in any
More informationSMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD
SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD S.P. Teeuwen, I. Erlich U. Bachmann Univerity of Duiburg, Germany Department of Electrical Power Sytem
More informationPHYSICAL GEOMETRY AND FIELD QUANTIZATION
The content of thi article where publihed in General Relativity and Gravitation, Vol. 24, p. 501, 1992 PHYSICAL GEOMETRY AND FIELD QUANTIZATION Gutavo González-Martín Departamento de Fíica, Univeridad
More informationDesign spacecraft external surfaces to ensure 95 percent probability of no mission-critical failures from particle impact.
PREFERRED RELIABILITY PAGE 1 OF 6 PRACTICES METEOROIDS & SPACE DEBRIS Practice: Deign pacecraft external urface to enure 95 percent probability of no miion-critical failure from particle impact. Benefit:
More informationApplication of NMR Techniques to the Structural Determination of Caryophyllene Oxide (Unknown #92)
Application of NMR Technique to the Structural Determination of Caryophyllene xide (Unknown #92) C22 (Photo courtey of Dr. Kazuo Yamaaki, irohima Univerity) Chritopher J. Morten & Brian A. Sparling 5.4
More informationLecture #13 1. Incorporating a vector potential into the Hamiltonian 2. Spin postulates 3. Description of spin states 4. Identical particles in
Lecture #3. Incorporating a vector potential into the Hamiltonian. Spin postulates 3. Description of spin states 4. Identical particles in classical and QM 5. Exchange degeneracy - the fundamental problem
More informationTHE THERMOELASTIC SQUARE
HE HERMOELASIC SQUARE A mnemonic for remembering thermodynamic identitie he tate of a material i the collection of variable uch a tre, train, temperature, entropy. A variable i a tate variable if it integral
More informationUSPAS Course on Recirculated and Energy Recovered Linear Accelerators
USPAS Coure on Recirculated and Energy Recovered Linear Accelerator G. A. Krafft and L. Merminga Jefferon Lab I. Bazarov Cornell Lecture 6 7 March 005 Lecture Outline. Invariant Ellipe Generated by a Unimodular
More informationMath 273 Solutions to Review Problems for Exam 1
Math 7 Solution to Review Problem for Exam True or Fale? Circle ONE anwer for each Hint: For effective tudy, explain why if true and give a counterexample if fale (a) T or F : If a b and b c, then a c
More informationA Constraint Propagation Algorithm for Determining the Stability Margin. The paper addresses the stability margin assessment for linear systems
A Contraint Propagation Algorithm for Determining the Stability Margin of Linear Parameter Circuit and Sytem Lubomir Kolev and Simona Filipova-Petrakieva Abtract The paper addree the tability margin aement
More informationin a circular cylindrical cavity K. Kakazu Department of Physics, University of the Ryukyus, Okinawa , Japan Y. S. Kim
Quantization of electromagnetic eld in a circular cylindrical cavity K. Kakazu Department of Phyic, Univerity of the Ryukyu, Okinawa 903-0, Japan Y. S. Kim Department of Phyic, Univerity of Maryland, College
More informationChem 442 Review for Exam 2. Exact separation of the Hamiltonian of a hydrogenic atom into center-of-mass (3D) and relative (3D) components.
Chem 44 Review for Exam Hydrogenic atoms: The Coulomb energy between two point charges Ze and e: V r Ze r Exact separation of the Hamiltonian of a hydrogenic atom into center-of-mass (3D) and relative
More information722 Chen Xiang-wei et al. Vol. 9 r i and _r i are repectively the poition vector and the velocity vector of the i-th particle and R i = dm i dt u i; (
Volume 9, Number 10 October, 2000 1009-1963/2000/09(10)/0721-05 CHINESE PHYSICS cfl 2000 Chin. Phy. Soc. PERTURBATION TO THE SYMMETRIES AND ADIABATIC INVARIANTS OF HOLONOMIC VARIABLE MASS SYSTEMS * Chen
More informationModule 4: Time Response of discrete time systems Lecture Note 1
Digital Control Module 4 Lecture Module 4: ime Repone of dicrete time ytem Lecture Note ime Repone of dicrete time ytem Abolute tability i a baic requirement of all control ytem. Apart from that, good
More informationAutomatic Control Systems. Part III: Root Locus Technique
www.pdhcenter.com PDH Coure E40 www.pdhonline.org Automatic Control Sytem Part III: Root Locu Technique By Shih-Min Hu, Ph.D., P.E. Page of 30 www.pdhcenter.com PDH Coure E40 www.pdhonline.org VI. Root
More informationDetermination of the local contrast of interference fringe patterns using continuous wavelet transform
Determination of the local contrat of interference fringe pattern uing continuou wavelet tranform Jong Kwang Hyok, Kim Chol Su Intitute of Optic, Department of Phyic, Kim Il Sung Univerity, Pyongyang,
More informationWavelet Analysis in EPR Spectroscopy
Vol. 108 (2005) ACTA PHYSICA POLONICA A No. 1 Proceeding of the XXI International Meeting on Radio and Microwave Spectrocopy RAMIS 2005, Poznań-Bȩdlewo, Poland, April 24 28, 2005 Wavelet Analyi in EPR
More informationSemiconductor Physics and Devices
EE321 Fall 2015 Semiconductor Phyic and Device November 30, 2015 Weiwen Zou ( 邹卫文 ) Ph.D., Aociate Prof. State Key Lab of advanced optical communication ytem and network, Dept. of Electronic Engineering,
More informationOptimal Coordination of Samples in Business Surveys
Paper preented at the ICES-III, June 8-, 007, Montreal, Quebec, Canada Optimal Coordination of Sample in Buine Survey enka Mach, Ioana Şchiopu-Kratina, Philip T Rei, Jean-Marc Fillion Statitic Canada New
More informationStochastic Optimization with Inequality Constraints Using Simultaneous Perturbations and Penalty Functions
Stochatic Optimization with Inequality Contraint Uing Simultaneou Perturbation and Penalty Function I-Jeng Wang* and Jame C. Spall** The John Hopkin Univerity Applied Phyic Laboratory 11100 John Hopkin
More informationCHARGING OF DUST IN A NEGATIVE ION PLASMA (APS DPP-06 Poster LP )
1 CHARGING OF DUST IN A NEGATIVE ION PLASMA (APS DPP-06 Poter LP1.00128) Robert Merlino, Ro Fiher, Su Hyun Kim And Nathan Quarderer Department of Phyic and Atronomy, The Univerity of Iowa Abtract. We invetigate
More informationMath Skills. Scientific Notation. Uncertainty in Measurements. Appendix A5 SKILLS HANDBOOK
ppendix 5 Scientific Notation It i difficult to work with very large or very mall number when they are written in common decimal notation. Uually it i poible to accommodate uch number by changing the SI
More informationOne-electron Atom. (in spherical coordinates), where Y lm. are spherical harmonics, we arrive at the following Schrödinger equation:
One-electron Atom The atomic orbitals of hydrogen-like atoms are solutions to the Schrödinger equation in a spherically symmetric potential. In this case, the potential term is the potential given by Coulomb's
More informationStatistical Moments of Polynomial Dimensional Decomposition
Statitical Moment of Polynomial Dimenional Decompoition Sharif Rahman, M.ASCE 1 Abtract: Thi technical note preent explicit formula for calculating the repone moment of tochatic ytem by polynomial dimenional
More informationLecture 7 Grain boundary grooving
Lecture 7 Grain oundary grooving The phenomenon. A polihed polycrytal ha a flat urface. At room temperature, the urface remain flat for a long time. At an elevated temperature atom move. The urface grow
More informationSource slideplayer.com/fundamentals of Analytical Chemistry, F.J. Holler, S.R.Crouch. Chapter 6: Random Errors in Chemical Analysis
Source lideplayer.com/fundamental of Analytical Chemitry, F.J. Holler, S.R.Crouch Chapter 6: Random Error in Chemical Analyi Random error are preent in every meaurement no matter how careful the experimenter.
More informationProperties of Z-transform Transform 1 Linearity a
Midterm 3 (Fall 6 of EEG:. Thi midterm conit of eight ingle-ided page. The firt three page contain variou table followed by FOUR eam quetion and one etra workheet. You can tear out any page but make ure
More informationChapter 4 Conflict Resolution and Sector Workload Formulations
Equation Chapter 4 Section Chapter 4 Conflict Reolution and Sector Workload Formulation 4.. Occupancy Workload Contraint Formulation We tart by examining the approach ued by Sherali, Smith, and Trani [47]
More information1 t year n0te chemitry new CHAPTER 5 ATOMIC STRUCTURE MCQ Q.1 Splitting of pectral line when atom are ubjected to trong electric field i called (a) Zeeman effect (b) Stark effect (c) Photoelectric effect
More informationPhysics 2212 G Quiz #2 Solutions Spring 2018
Phyic 2212 G Quiz #2 Solution Spring 2018 I. (16 point) A hollow inulating phere ha uniform volume charge denity ρ, inner radiu R, and outer radiu 3R. Find the magnitude of the electric field at a ditance
More informationOn the Quantum Theory of Impact Phenomenon for the Conditions of Elastic Deformation of Impacted Body
International Letter of Chemitry, Phyic and Atronomy Online: 013-04-0 ISSN: 99-3843, Vol. 1, pp 45-59 doi:10.1805/www.cipre.com/ilcpa.1.45 013 SciPre Ltd., Switzerland On the Quantum Theory of Impact Phenomenon
More informationCritical Height of Slopes in Homogeneous Soil: the Variational Solution
Critical Height of Slope in Homogeneou Soil: the Variational Solution Chen, Rong State Key Laboratory of Coatal and Offhore Engineering & Intitute of Geotechnical Engineering, Dalian Univerity of Technology,
More informationPHYS 110B - HW #6 Spring 2004, Solutions by David Pace Any referenced equations are from Griffiths Problem statements are paraphrased
PHYS B - HW #6 Spring 4, Solution by David Pace Any referenced equation are from Griffith Problem tatement are paraphraed. Problem. from Griffith Show that the following, A µo ɛ o A V + A ρ ɛ o Eq..4 A
More informationGeneral Field Equation for Electromagnetism and Gravitation
International Journal of Modern Phyic and Application 07; 4(5: 44-48 http://www.aacit.org/journal/ijmpa ISSN: 375-3870 General Field Equation for Electromagnetim and Gravitation Sadegh Mouavi Department
More informationLecture 21. The Lovasz splitting-off lemma Topics in Combinatorial Optimization April 29th, 2004
18.997 Topic in Combinatorial Optimization April 29th, 2004 Lecture 21 Lecturer: Michel X. Goeman Scribe: Mohammad Mahdian 1 The Lovaz plitting-off lemma Lovaz plitting-off lemma tate the following. Theorem
More informationLecture 7: Testing Distributions
CSE 5: Sublinear (and Streaming) Algorithm Spring 014 Lecture 7: Teting Ditribution April 1, 014 Lecturer: Paul Beame Scribe: Paul Beame 1 Teting Uniformity of Ditribution We return today to property teting
More informationarxiv:hep-ex/ v1 4 Jun 2001
T4 Production at Intermediate Energie and Lund Area Law Haiming Hu, An Tai arxiv:hep-ex/00607v 4 Jun 00 Abtract The Lund area law wa developed into a onte Carlo program LUARLW. The important ingredient
More informationCDMA Signature Sequences with Low Peak-to-Average-Power Ratio via Alternating Projection
CDMA Signature Sequence with Low Peak-to-Average-Power Ratio via Alternating Projection Joel A Tropp Int for Comp Engr and Sci (ICES) The Univerity of Texa at Autin 1 Univerity Station C0200 Autin, TX
More informationEE Control Systems LECTURE 14
Updated: Tueday, March 3, 999 EE 434 - Control Sytem LECTURE 4 Copyright FL Lewi 999 All right reerved ROOT LOCUS DESIGN TECHNIQUE Suppoe the cloed-loop tranfer function depend on a deign parameter k We
More information