Generating two-dimensional oscillator matrix elements sorted by angular momentum

Size: px
Start display at page:

Download "Generating two-dimensional oscillator matrix elements sorted by angular momentum"

Transcription

1 INSTITUTE OF PHYSICS PUBLISHING JOURNAL OF PHYSICS A: MATHEMATICAL AND GENERAL J. Phys. A: Math. Gen do: / /38/43/010 Generatng two-dmensonal oscllator matrx elements sorted by angular momentum W Schwalm, M C Ntschke and P Res Physcs Department, Unversty of North Dakota, Grand Forks, ND, USA E-mal: wllam.schwalm@und.nodak.edu Receved 19 July 005, n fnal form 19 September 005 Publshed 1 October 005 Onlne at stacks.op.org/jphysa/38/9565 Abstract Generatng functons are found for two-dmensonal harmonc-oscllator ntegrals. These ntegrals are classfed by angular momentum, permttng ncluson of a constant magnetc feld. A generatng functon s obtaned for matrx elements of a Gaussan perturbaton, and as an example these are used to compute egenstates for a partcle n a wne bottle-bottom potental. Along wth ths specfc example a straghtforward method of generalzng the results s presented. PACS numbers: 0.10.Ab, w 1. Introducton The harmonc-oscllator paradgm n quantum mechancs has a range of applcatons. Due to ther convenent propertes, oscllator egenfunctons often serve as a bass set. For molecular or many-body calculatons, the Gaussan bass functons exhbt several advantages over alternatves such as the Slater-type orbtals Boys Although the Gaussans do not have the asymptotc forms expected of atomc wavefunctons, ether at large or at small rad, the greater effcency they afford for computng ntegrals more than compensates for the fact that a large number of Gaussans must be used. In partcular, the space of all Gaussan functons of the form φx,a = A exp x /a s closed under products, translatons and convolutons. The Fourer transforms are also Gaussans. Matrx elements of functons such as x n exp x /a, x n e kx, and so on are related smply enough to the Gaussan ntegrals so that they can be evaluated easly also Matthews and Walker So can the generalzatons to two or three dmensons. The oscllator egenfunctons share these advantages, and have others as well. For example, /05/ $ IOP Publshng Ltd Prnted n the UK 9565

2 9566 W Schwalm et al egenfunctons of a gven oscllator are naturally orthogonal to one another and can be manpulated easly wth the famlar ladder operators a and a. Even so, explct calculaton of a large number of matrx elements becomes cumbersome, whch motvates the use of generatng functons. The hypervral theorem has been used to obtan recurrence relatons for two-centre oscllator matrx elements n one dmenson Morales et al 1987, Morales Soon afterwards Rashd 1989 found generatng functons for two-centre oscllator ntegrals m fa,a n by transformng the recurrence relatons, whch he dd wthout the use of the hypervral theorem. Rashd derved recurrence relatons for two-centred matrx elements ψ g m x x of a, a ψ e x dx, n n one dmenson by purely algebrac methods. Ths was done for the cases fa,a = 1, x k, e ρx, e ρx. In the followng, we obtan generatng functons for the two-dmensonal case usng the Wesner method Wesner 1954, McBrde A complete set of ladder operators s obtaned by determnng smultaneous egenvectors of the angular momentum and Hamltonan operators. Thus, both energy and angular momentum are taken nto account by the resultng generatng functon, whch s of a rather smple form. To show the utlty of ths generatng functon, we calculate egenstates of a two-dmensonal oscllator wth a Gaussan perturbaton. The organzaton of ths paper s as follows. A generatng functon for two-dmensonal oscllator egenstates, sorted by angular momentum, s constructed n secton. Wth ths tool the case of an appled constant magnetc feld can also be treated. The results of secton are used to obtan a generatng functon for matrx elements of a Gaussan potental n secton 3. In addton to the generatng functon, an explct formula s gven for the general, angle-resolved Gaussan matrx element and specfc results are tabulated. The example of a hat potental s treated n secton 4. Fnally, n the last secton, we comment on generalzng to matrx elements of the form r k exp r /a.. Generatng functon for two-dmensonal oscllator Consder an sotropc harmonc oscllator wth mass m and force constant mα. The Hamltonan s H o = 1 m p + mα r. 1 The characterstc length scale s b = mα. When both angular momentum and energy are consdered, one fnds a complete set of ladder operators as presented n table 1. Each of these operators s chosen so that [L z,w] = λw and [H,w] = ɛw, 3 for partcular constants λ and ɛ, so that v rases both energy and angular momentum quantum numbers, whle u rases energy and lowers angular momentum. Four cases are shown. Also, u and v commute. The normalzed egenstate ψ n1,n x, y = u n 1 v n ψ 0,0 x, y 4 n1!n!

3 Oscllator matrx elements 9567 Table 1. Complete set of ladder operators. λ ɛ Operator 1 + α u = 1 mα α u = 1 mα 3 α v = 1 mα 4 + α v = 1 mα x +y + mα p x 1 mα p y x y mα p x 1 mα p y x y + mα p x + 1 mα p y x +y mα p x + 1 mα p y has egenvalues wth respect to both L z and H, namely L z ψ n1,n x, y = n n 1 ψ n1,n x, y, 5 Hψ n1,n x, y = αn 1 + n +1ψ n1,n x, y. The ground state ψ 0,0 annhlated by both u and v s ψ 0,0 x, y = 1 b π exp x + y. 6 b Thus, a convenent generatng functon would appear to be of the form Fx,y,s,t = 1 n1 n 1,n!n! sn 1 t n ψ n1,n x, y = 1 n n 1,n 1!n! sn 1 t n u n 1 v n ψ 0,0 x, y = expsu + tv ψ 0,0 x, y. 7 Equaton 7 reflects the fact that [u,v ] = 0. Startng from the u and v descrbed n table 1, Wesner s method Wesner 1955 s employed to obtan a generatng functon. The strategy s to fnd canoncal varables such that u and v are essentally dervatves and then to evaluate equaton 7 va the Taylor theorem. We note that the generatng functon defned n equaton 7 s also a coherent state, or a mutual egenstate of u and v. Characterstcs for the two frst-order partal dfferental equatons uψ 0,0 = 0 and vψ 0,0 = 0are or ξ = x +y b, ξ = x y b, 8 x = b ξ + ξ, y = b ξ ξ. 9 In these varables, u = 1 ξ v = 1 ξ. 10 ξ ξ The next step s to relate u and v each by gauge transformaton to a dervatve operator. Thus, suppose one has a functon µ = µξ, ξ such that u = 1 1 µ ξ µ. Then u = 1 ξ + 1 µ, µ ξ

4 9568 W Schwalm et al comparng ths to u n 10 1 µ µ ξ = ξ, so that the ntegratng factor µ s µ = e ξξ. Smlarly, one fnds the same ntegratng factor for v. Therefore, the ladder operators become u = e ξξ 1 e ξξ, v = e ξξ 1 e ξξ. 11 ξ ξ Equatons 11 generalze to u n 1 = e ξξ 1 n1 e ξξ, v n = e ξξ 1 n e ξξ. 1 ξ ξ Let Fξ,ξ,s,t= Fxξ,ξ, yξ, ξ, s, t. Insertng the expressons for u n 1 and v n one has Fξ,ξ 1,s,t= µξ, ξ exp s exp t µξ, ξ ψ ξ ξ 0,0 ξ, ξ, 13 where ψ 0,0 ξ, ξ = 1 b. 14 π e ξξ Ultmately, snce the exponentated operators n equaton 13 effect a shft n the arguments ξ and ξ, ths leads to the generatng functon Fs,t,ξ,ξ = ψ 0,0 ξ, ξ exp [ ξ s +ξ or n the orgnal Cartesan coordnates, [ x +ys Fs,t,x,y = ψ 0,0 x, y exp + b t st ], ] x yt e st. 15 b Expandng Fs,t,x,y n powers of s and t and collectng coeffcents, one can obtan any desred quantum state. One may note that the case of an appled magnetc feld can be treated wthout dffculty Landau and Lfshtz When we apply a feld B = B o ẑ, H = H o qb o mc L z + 1 m qbo mc r. 16 The presence of the feld breaks the chral symmetry of the oscllator and motvates the defntons ω b = qb o mc, 17 = α + ωb. 18 Thus, the characterstc length s now b = m. 19

5 Oscllator matrx elements 9569 Table. Complete set of ladder operators wth an appled feld. λ ɛ Operator 1 + ω b u = ω b u = ω b v = ω b v = 1 m m m m x +y + m p x 1 m p y x y m p x 1 m p y x y + m p x + 1 m p y x +y m p x + 1 m p y The normalzed egenstate ψ n1,n x, y s the same as n equaton 4, but wth parameters deformed to correspond to the transformed ladder operators defned n table. Therefore, L z ψ n1,n x, y = n n 1 ψ n1,n x, y, 0 Hψ n1,n x, y = ω b n 1 n + n 1 + n +1 ψ n1,n x, y. Thus, H s deformed contnuously from H o at ω b = 0 zero feld and the physcal propertes deform smoothly as well. The results obtaned prevously stll hold mutats mutands wth α replaced by. Now, however, the energy degeneracy between states wth rght- and left-handed angular momentum s splt by the feld as seen n the table. 3. Generatng functon for matrx elements of a Gaussan potental A generatng functon for the matrx elements of V where x,y V x,y =exp x + y a s Gs, t, p, q = Fx,y,s,t exp r /a Fx,y,p,q, where we have used an obvous notatonal shorthand. One has Gs, t, p, q = s n 1 t n p n 3 q n 4 n1!n!n 3!n 4! n 1,n V n 3,n 4. 3 By defnng the shape parameter ζ = a a + b, 4 and completng the square n the exponent, the ntegral mpled by equaton can be evaluated n a smple form: Gs, t, p, q = ζ exp [ζ 1st + pq + ζsp + tq]. 5 Equaton 5, whch gves Gs, t, p, q n a succnct form, s our prncpal result. Conservaton of angular momentum requres that n n 1 = n 4 n 3. In vew of equaton 5, we ntroduce an angular momentum quantum number l = n n 1. Thus, non-vanshng ntegrals are of the form n 1,n 1 + l V n 3,n 3 + l. 6 By expandng equaton 5, G = 1 j!k!g!h! ζ 1j+k ζ g+h+1 s j+g t j+h p k+g q k+h, 7 jkgh 1

6 9570 W Schwalm et al Table 3. Matrx elements m, m + l V n, n + l for selected l, m and n. l m n Gaussan matrx elements ζ ζ ζ ζ 3 ζ + ζ ζ 3 ζ + ζ ζ 4 5ζ 3 +3ζ ζ 6 0 6ζ 5 1ζ 4 +10ζ 3 4ζ + ζ ζ ζ 3 ζ ζ 4 4ζ 3 +ζ ζ 4 3ζ 3 + 3ζ ζ 5 4 6ζ ζ 3 6ζ ζ 6 4ζ 5 +4ζ 4 1ζ 3 +3ζ ζ ζ 4 3ζ ζ 5 6ζ 4 +3ζ ζ 5 6ζ 4 + 6ζ ζ 6 11 ζ 5 +9 ζ 4 3 ζ ζ 7 40ζ 6 +44ζ 5 4ζ 4 +6ζ 3 and comparng to equaton 3, one can assgn j + g = n 1, j + h = n 1 + l, k + g = n 3, k + h = n 3 + l. Therefore k = j n 1 + n 3, g = n 1 j, h = n 1 + l j, 8 and j remans to be summed. Thus, the general matrx element s n 1,n 1 + l V n 3,n 3 + l = n1!n 1 + l!n 3!n 3 + l! j!j n j 1 + n 3!n 1 j!n 1 + l j! ζ 1j n 1+n 3 ζ n1 j+l+1. 9 The range on j s determned by the denomnator of equaton 9, snce where the argument of any one of the factorals goes negatve, the denomnator becomes nfnte and so the coeffcent must vansh; thus 0 j l + n 1 and n 1 n 3 j n 1. Several matrx elements for a Gaussan bump are shown n table 3. Note that ζ contans the effect of an appled feld owng to ts dependence on b, snce when a feld s appled, b of equaton s replaced as ndcated n equaton Example of a hat potental Here, we apply the generatng functon developed n the prevous secton to a quadratc potental wth Gaussan perturbaton. As an example of a rotatonally symmetrc problem n two dmensons, consder a partcle of mass m subject to the potental Vr= 1 mα r + V o exp r /a. 30

7 Oscllator matrx elements 9571 Vx,y y x Fgure 1. Wne bottle-bottom potental. v Fgure. Shape for v o = 0, 4, 8, 1 and 16. Wth the proper choce of V o and a, the graph of Vrversus r resembles a hat or the bottom of a wne bottle. A qualtatve sketch of ths wne bottle-bottom potental s gven n fgure 1. Scalng to a dmensonless radal coordnate ρ = r/a yelds Wth Vr= 1 mα a ρ + v o exp ρ, 31 v o = V o mα a, so that v o s a dmensonless verson of the potental strength V o. The shape of the resultng dmensonless form vρ = ρ + v o exp ρ s shown n fgure for several values of v o. When v o > 1, the mnmum moves away from 0 to ρ = lnv o. The Hamltonan H s such that m + l, m H n + l, n =αn + l +1δ mn +αv m + l, m exp r /a n + l, n, 3 wth v = a v o /b. Fgure 3 shows the energy levels as a functon of v for the case ζ = 3/4 wth ζ as defned n equaton 4. Energes E are n unts of α. The energes shown n fgure 3 are found from nne separate varatonal calculatons, one for each angular quantum number from l = 0tol = 8 and each done n a bass of 16 l-projected oscllator functons. The energes for ±l are degenerate. For small v the levels splt lnearly, wth resdual ±l degeneracy, whle for large v one can expand n a harmonc

8 957 W Schwalm et al E v Fgure 3. Energy levels of the wne bottle-bottom n unts of α as a functon of central heght n the same unts. approxmaton about the effectve mnmum potental. So for 0 <ζ <1and v 1, E α lnv n ζ 1 ζ l α1+lnv +α 1 ζ ζ lnv. 33 Applyng a magnetc feld s straghtforward. In vew of the above dscusson, m + l, m H n + l, n = n + l +1δ mn + vα m + l, m exp r /a n + l, n. 34 So the matrx elements are deformed by an amount dependng on l, and n a rather smple way on ω o,.e. on the feld appled. The magnetc feld lfts the ±l degeneracy. 5. Generatng functon for matrx elements of r k exp r /a Wth the generatng functon developed as n the prevous sectons, t s straghtforward to calculate a number of related results. Here we gve just one llustraton. For ntegrals of the form m, m + l r k e r /a n, n + l 35 t suffces to evaluate the generatng functon Ks,t,p,q,σ = σ k k! s n 1 t n p n 3 q n 4 n1!n!n 3!n 4! n 1,n r k V n 3,n 4 = s n 1 t n p n 3 q n 4 n1!n!n 3!n 4! n 1,n exp σr r /a n 3,n One sees that ths expresson can be found from the functon Gs, t, p, q defned n equaton 3 by replacng 1/a n the exponent wth 1/a + σ. But ths s the same thng as replacng ζ n the result shown n equaton 5by whch gves Ks,t,p,q,σ = ζσ = ζ 1+ζσb 37 ζ ζσb +1 exp pq + st + st + pq + sp + tqζ. 38 ζσb +1

9 Oscllator matrx elements Summary By constructng smultaneous ladder operators of energy and angular momentum, as shown n table 1, t s not dffcult to derve the generatng functon Fx,y,s,t for the smultaneous egenfunctons of H and L z gven n equaton 15. Upon ntegratng the product of two copes of ths generatng functon wth the symmetrcal Gaussan exp r /a,wehave another generatng functon Gs, t, p, q n equaton 5 for the Gaussan matrx elements. A concse formula for matrx elements s gven n equaton 9. To llustrate the utlty of these, we have computed energy levels of a wne bottle-bottom potental as a functon of a shape parameter ζ as descrbed n secton 3. The smple form of Gs, t, p, q n equaton 5 makes t qute useful n calculatons wth an oscllator bass n problems wth cylndrcal symmetry. Related generatng functons such as Ks,t,p,q,σn secton 5 follow easly from the formula for Gs, t, p, q and are also useful. We have found t convenent to have smple Mathematca functons for obtanng the desred matrx elements drectly by evaluatng Taylor seres coeffcents. References Boys S F 1950 Proc. R. Soc Landau L and Lfshtz E 1981 Quantum Mechancs Oxford: Pergamon p 454 Matthews J and Walker R 1970 Mathematcal Methods of Physcs Boston, MA: Addson-Wesley p 58 McBrde E 1971 Obtanng Generatng Functons ed B Coleman New York: Sprnger p 5 Morales J 1987 Phys. Rev. A Morales J, Lopez-Bonlla J and Palma A 1987 J. Math. Phys Rashd M 1989 J. Math. Phys Wesner L 1955 Pac. J. Math

Canonical transformations

Canonical transformations Canoncal transformatons November 23, 2014 Recall that we have defned a symplectc transformaton to be any lnear transformaton M A B leavng the symplectc form nvarant, Ω AB M A CM B DΩ CD Coordnate transformatons,

More information

Lecture 12: Discrete Laplacian

Lecture 12: Discrete Laplacian Lecture 12: Dscrete Laplacan Scrbe: Tanye Lu Our goal s to come up wth a dscrete verson of Laplacan operator for trangulated surfaces, so that we can use t n practce to solve related problems We are mostly

More information

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2

Salmon: Lectures on partial differential equations. Consider the general linear, second-order PDE in the form. ,x 2 Salmon: Lectures on partal dfferental equatons 5. Classfcaton of second-order equatons There are general methods for classfyng hgher-order partal dfferental equatons. One s very general (applyng even to

More information

Snce h( q^; q) = hq ~ and h( p^ ; p) = hp, one can wrte ~ h hq hp = hq ~hp ~ (7) the uncertanty relaton for an arbtrary state. The states that mnmze t

Snce h( q^; q) = hq ~ and h( p^ ; p) = hp, one can wrte ~ h hq hp = hq ~hp ~ (7) the uncertanty relaton for an arbtrary state. The states that mnmze t 8.5: Many-body phenomena n condensed matter and atomc physcs Last moded: September, 003 Lecture. Squeezed States In ths lecture we shall contnue the dscusson of coherent states, focusng on ther propertes

More information

The exponential map of GL(N)

The exponential map of GL(N) The exponental map of GLN arxv:hep-th/9604049v 9 Apr 996 Alexander Laufer Department of physcs Unversty of Konstanz P.O. 5560 M 678 78434 KONSTANZ Aprl 9, 996 Abstract A fnte expanson of the exponental

More information

Non-interacting Spin-1/2 Particles in Non-commuting External Magnetic Fields

Non-interacting Spin-1/2 Particles in Non-commuting External Magnetic Fields EJTP 6, No. 0 009) 43 56 Electronc Journal of Theoretcal Physcs Non-nteractng Spn-1/ Partcles n Non-commutng External Magnetc Felds Kunle Adegoke Physcs Department, Obafem Awolowo Unversty, Ile-Ife, Ngera

More information

THEOREMS OF QUANTUM MECHANICS

THEOREMS OF QUANTUM MECHANICS THEOREMS OF QUANTUM MECHANICS In order to develop methods to treat many-electron systems (atoms & molecules), many of the theorems of quantum mechancs are useful. Useful Notaton The matrx element A mn

More information

12. The Hamilton-Jacobi Equation Michael Fowler

12. The Hamilton-Jacobi Equation Michael Fowler 1. The Hamlton-Jacob Equaton Mchael Fowler Back to Confguraton Space We ve establshed that the acton, regarded as a functon of ts coordnate endponts and tme, satsfes ( ) ( ) S q, t / t+ H qpt,, = 0, and

More information

The Feynman path integral

The Feynman path integral The Feynman path ntegral Aprl 3, 205 Hesenberg and Schrödnger pctures The Schrödnger wave functon places the tme dependence of a physcal system n the state, ψ, t, where the state s a vector n Hlbert space

More information

Workshop: Approximating energies and wave functions Quantum aspects of physical chemistry

Workshop: Approximating energies and wave functions Quantum aspects of physical chemistry Workshop: Approxmatng energes and wave functons Quantum aspects of physcal chemstry http://quantum.bu.edu/pltl/6/6.pdf Last updated Thursday, November 7, 25 7:9:5-5: Copyrght 25 Dan Dll (dan@bu.edu) Department

More information

Georgia Tech PHYS 6124 Mathematical Methods of Physics I

Georgia Tech PHYS 6124 Mathematical Methods of Physics I Georga Tech PHYS 624 Mathematcal Methods of Physcs I Instructor: Predrag Cvtanovć Fall semester 202 Homework Set #7 due October 30 202 == show all your work for maxmum credt == put labels ttle legends

More information

Quantum Mechanics I Problem set No.1

Quantum Mechanics I Problem set No.1 Quantum Mechancs I Problem set No.1 Septembe0, 2017 1 The Least Acton Prncple The acton reads S = d t L(q, q) (1) accordng to the least (extremal) acton prncple, the varaton of acton s zero 0 = δs = t

More information

Poisson brackets and canonical transformations

Poisson brackets and canonical transformations rof O B Wrght Mechancs Notes osson brackets and canoncal transformatons osson Brackets Consder an arbtrary functon f f ( qp t) df f f f q p q p t But q p p where ( qp ) pq q df f f f p q q p t In order

More information

Inner Product. Euclidean Space. Orthonormal Basis. Orthogonal

Inner Product. Euclidean Space. Orthonormal Basis. Orthogonal Inner Product Defnton 1 () A Eucldean space s a fnte-dmensonal vector space over the reals R, wth an nner product,. Defnton 2 (Inner Product) An nner product, on a real vector space X s a symmetrc, blnear,

More information

1 Matrix representations of canonical matrices

1 Matrix representations of canonical matrices 1 Matrx representatons of canoncal matrces 2-d rotaton around the orgn: ( ) cos θ sn θ R 0 = sn θ cos θ 3-d rotaton around the x-axs: R x = 1 0 0 0 cos θ sn θ 0 sn θ cos θ 3-d rotaton around the y-axs:

More information

One-sided finite-difference approximations suitable for use with Richardson extrapolation

One-sided finite-difference approximations suitable for use with Richardson extrapolation Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,

More information

PHYS 705: Classical Mechanics. Canonical Transformation II

PHYS 705: Classical Mechanics. Canonical Transformation II 1 PHYS 705: Classcal Mechancs Canoncal Transformaton II Example: Harmonc Oscllator f ( x) x m 0 x U( x) x mx x LT U m Defne or L p p mx x x m mx x H px L px p m p x m m H p 1 x m p m 1 m H x p m x m m

More information

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system Transfer Functons Convenent representaton of a lnear, dynamc model. A transfer functon (TF) relates one nput and one output: x t X s y t system Y s The followng termnology s used: x y nput output forcng

More information

Prof. Dr. I. Nasser Phys 630, T Aug-15 One_dimensional_Ising_Model

Prof. Dr. I. Nasser Phys 630, T Aug-15 One_dimensional_Ising_Model EXACT OE-DIMESIOAL ISIG MODEL The one-dmensonal Isng model conssts of a chan of spns, each spn nteractng only wth ts two nearest neghbors. The smple Isng problem n one dmenson can be solved drectly n several

More information

5.03, Inorganic Chemistry Prof. Daniel G. Nocera Lecture 2 May 11: Ligand Field Theory

5.03, Inorganic Chemistry Prof. Daniel G. Nocera Lecture 2 May 11: Ligand Field Theory 5.03, Inorganc Chemstry Prof. Danel G. Nocera Lecture May : Lgand Feld Theory The lgand feld problem s defned by the followng Hamltonan, h p Η = wth E n = KE = where = m m x y z h m Ze r hydrogen atom

More information

Advanced Circuits Topics - Part 1 by Dr. Colton (Fall 2017)

Advanced Circuits Topics - Part 1 by Dr. Colton (Fall 2017) Advanced rcuts Topcs - Part by Dr. olton (Fall 07) Part : Some thngs you should already know from Physcs 0 and 45 These are all thngs that you should have learned n Physcs 0 and/or 45. Ths secton s organzed

More information

Supplemental document

Supplemental document Electronc Supplementary Materal (ESI) for Physcal Chemstry Chemcal Physcs. Ths journal s the Owner Socetes 01 Supplemental document Behnam Nkoobakht School of Chemstry, The Unversty of Sydney, Sydney,

More information

n α j x j = 0 j=1 has a nontrivial solution. Here A is the n k matrix whose jth column is the vector for all t j=0

n α j x j = 0 j=1 has a nontrivial solution. Here A is the n k matrix whose jth column is the vector for all t j=0 MODULE 2 Topcs: Lnear ndependence, bass and dmenson We have seen that f n a set of vectors one vector s a lnear combnaton of the remanng vectors n the set then the span of the set s unchanged f that vector

More information

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential Open Systems: Chemcal Potental and Partal Molar Quanttes Chemcal Potental For closed systems, we have derved the followng relatonshps: du = TdS pdv dh = TdS + Vdp da = SdT pdv dg = VdP SdT For open systems,

More information

A how to guide to second quantization method.

A how to guide to second quantization method. Phys. 67 (Graduate Quantum Mechancs Sprng 2009 Prof. Pu K. Lam. Verson 3 (4/3/2009 A how to gude to second quantzaton method. -> Second quantzaton s a mathematcal notaton desgned to handle dentcal partcle

More information

Representation theory and quantum mechanics tutorial Representation theory and quantum conservation laws

Representation theory and quantum mechanics tutorial Representation theory and quantum conservation laws Representaton theory and quantum mechancs tutoral Representaton theory and quantum conservaton laws Justn Campbell August 1, 2017 1 Generaltes on representaton theory 1.1 Let G GL m (R) be a real algebrac

More information

CHAPTER 5: Lie Differentiation and Angular Momentum

CHAPTER 5: Lie Differentiation and Angular Momentum CHAPTER 5: Le Dfferentaton and Angular Momentum Jose G. Vargas 1 Le dfferentaton Kähler s theory of angular momentum s a specalzaton of hs approach to Le dfferentaton. We could deal wth the former drectly,

More information

APPENDIX A Some Linear Algebra

APPENDIX A Some Linear Algebra APPENDIX A Some Lnear Algebra The collecton of m, n matrces A.1 Matrces a 1,1,..., a 1,n A = a m,1,..., a m,n wth real elements a,j s denoted by R m,n. If n = 1 then A s called a column vector. Smlarly,

More information

CHAPTER 14 GENERAL PERTURBATION THEORY

CHAPTER 14 GENERAL PERTURBATION THEORY CHAPTER 4 GENERAL PERTURBATION THEORY 4 Introducton A partcle n orbt around a pont mass or a sphercally symmetrc mass dstrbuton s movng n a gravtatonal potental of the form GM / r In ths potental t moves

More information

763622S ADVANCED QUANTUM MECHANICS Solution Set 1 Spring c n a n. c n 2 = 1.

763622S ADVANCED QUANTUM MECHANICS Solution Set 1 Spring c n a n. c n 2 = 1. 7636S ADVANCED QUANTUM MECHANICS Soluton Set 1 Sprng 013 1 Warm-up Show that the egenvalues of a Hermtan operator  are real and that the egenkets correspondng to dfferent egenvalues are orthogonal (b)

More information

C/CS/Phy191 Problem Set 3 Solutions Out: Oct 1, 2008., where ( 00. ), so the overall state of the system is ) ( ( ( ( 00 ± 11 ), Φ ± = 1

C/CS/Phy191 Problem Set 3 Solutions Out: Oct 1, 2008., where ( 00. ), so the overall state of the system is ) ( ( ( ( 00 ± 11 ), Φ ± = 1 C/CS/Phy9 Problem Set 3 Solutons Out: Oct, 8 Suppose you have two qubts n some arbtrary entangled state ψ You apply the teleportaton protocol to each of the qubts separately What s the resultng state obtaned

More information

Inductance Calculation for Conductors of Arbitrary Shape

Inductance Calculation for Conductors of Arbitrary Shape CRYO/02/028 Aprl 5, 2002 Inductance Calculaton for Conductors of Arbtrary Shape L. Bottura Dstrbuton: Internal Summary In ths note we descrbe a method for the numercal calculaton of nductances among conductors

More information

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1

Physics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1 P. Guterrez Physcs 5153 Classcal Mechancs D Alembert s Prncple and The Lagrangan 1 Introducton The prncple of vrtual work provdes a method of solvng problems of statc equlbrum wthout havng to consder the

More information

Solution Thermodynamics

Solution Thermodynamics Soluton hermodynamcs usng Wagner Notaton by Stanley. Howard Department of aterals and etallurgcal Engneerng South Dakota School of nes and echnology Rapd Cty, SD 57701 January 7, 001 Soluton hermodynamcs

More information

Mathematical Preparations

Mathematical Preparations 1 Introducton Mathematcal Preparatons The theory of relatvty was developed to explan experments whch studed the propagaton of electromagnetc radaton n movng coordnate systems. Wthn expermental error the

More information

Lagrangian Field Theory

Lagrangian Field Theory Lagrangan Feld Theory Adam Lott PHY 391 Aprl 6, 017 1 Introducton Ths paper s a summary of Chapter of Mandl and Shaw s Quantum Feld Theory [1]. The frst thng to do s to fx the notaton. For the most part,

More information

Advanced Quantum Mechanics

Advanced Quantum Mechanics Advanced Quantum Mechancs Rajdeep Sensarma! sensarma@theory.tfr.res.n ecture #9 QM of Relatvstc Partcles Recap of ast Class Scalar Felds and orentz nvarant actons Complex Scalar Feld and Charge conjugaton

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL DIFFERENTIATION 1 Introducton Dfferentaton s a method to compute the rate at whch a dependent output y changes wth respect to the change n the ndependent nput x. Ths rate of change s called the

More information

Bernoulli Numbers and Polynomials

Bernoulli Numbers and Polynomials Bernoull Numbers and Polynomals T. Muthukumar tmk@tk.ac.n 17 Jun 2014 The sum of frst n natural numbers 1, 2, 3,..., n s n n(n + 1 S 1 (n := m = = n2 2 2 + n 2. Ths formula can be derved by notng that

More information

Foundations of Arithmetic

Foundations of Arithmetic Foundatons of Arthmetc Notaton We shall denote the sum and product of numbers n the usual notaton as a 2 + a 2 + a 3 + + a = a, a 1 a 2 a 3 a = a The notaton a b means a dvdes b,.e. ac = b where c s an

More information

Tensor Analysis. For orthogonal curvilinear coordinates, ˆ ˆ (98) Expanding the derivative, we have, ˆ. h q. . h q h q

Tensor Analysis. For orthogonal curvilinear coordinates, ˆ ˆ (98) Expanding the derivative, we have, ˆ. h q. . h q h q For orthogonal curvlnear coordnates, eˆ grad a a= ( aˆ ˆ e). h q (98) Expandng the dervatve, we have, eˆ aˆ ˆ e a= ˆ ˆ a h e + q q 1 aˆ ˆ ˆ a e = ee ˆˆ ˆ + e. h q h q Now expandng eˆ / q (some of the detals

More information

Formulas for the Determinant

Formulas for the Determinant page 224 224 CHAPTER 3 Determnants e t te t e 2t 38 A = e t 2te t e 2t e t te t 2e 2t 39 If 123 A = 345, 456 compute the matrx product A adj(a) What can you conclude about det(a)? For Problems 40 43, use

More information

The Dirac Equation for a One-electron atom. In this section we will derive the Dirac equation for a one-electron atom.

The Dirac Equation for a One-electron atom. In this section we will derive the Dirac equation for a one-electron atom. The Drac Equaton for a One-electron atom In ths secton we wll derve the Drac equaton for a one-electron atom. Accordng to Ensten the energy of a artcle wth rest mass m movng wth a velocty V s gven by E

More information

Dynamics of a Superconducting Qubit Coupled to an LC Resonator

Dynamics of a Superconducting Qubit Coupled to an LC Resonator Dynamcs of a Superconductng Qubt Coupled to an LC Resonator Y Yang Abstract: We nvestgate the dynamcs of a current-based Josephson juncton quantum bt or qubt coupled to an LC resonator. The Hamltonan of

More information

Lecture 20: Noether s Theorem

Lecture 20: Noether s Theorem Lecture 20: Noether s Theorem In our revew of Newtonan Mechancs, we were remnded that some quanttes (energy, lnear momentum, and angular momentum) are conserved That s, they are constant f no external

More information

Homework Notes Week 7

Homework Notes Week 7 Homework Notes Week 7 Math 4 Sprng 4 #4 (a Complete the proof n example 5 that s an nner product (the Frobenus nner product on M n n (F In the example propertes (a and (d have already been verfed so we

More information

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM An elastc wave s a deformaton of the body that travels throughout the body n all drectons. We can examne the deformaton over a perod of tme by fxng our look

More information

PHYS 215C: Quantum Mechanics (Spring 2017) Problem Set 3 Solutions

PHYS 215C: Quantum Mechanics (Spring 2017) Problem Set 3 Solutions PHYS 5C: Quantum Mechancs Sprng 07 Problem Set 3 Solutons Prof. Matthew Fsher Solutons prepared by: Chatanya Murthy and James Sully June 4, 07 Please let me know f you encounter any typos n the solutons.

More information

ψ = i c i u i c i a i b i u i = i b 0 0 b 0 0

ψ = i c i u i c i a i b i u i = i b 0 0 b 0 0 Quantum Mechancs, Advanced Course FMFN/FYSN7 Solutons Sheet Soluton. Lets denote the two operators by  and ˆB, the set of egenstates by { u }, and the egenvalues as  u = a u and ˆB u = b u. Snce the

More information

Difference Equations

Difference Equations Dfference Equatons c Jan Vrbk 1 Bascs Suppose a sequence of numbers, say a 0,a 1,a,a 3,... s defned by a certan general relatonshp between, say, three consecutve values of the sequence, e.g. a + +3a +1

More information

Module 1 : The equation of continuity. Lecture 1: Equation of Continuity

Module 1 : The equation of continuity. Lecture 1: Equation of Continuity 1 Module 1 : The equaton of contnuty Lecture 1: Equaton of Contnuty 2 Advanced Heat and Mass Transfer: Modules 1. THE EQUATION OF CONTINUITY : Lectures 1-6 () () () (v) (v) Overall Mass Balance Momentum

More information

PHYS 705: Classical Mechanics. Hamilton-Jacobi Equation

PHYS 705: Classical Mechanics. Hamilton-Jacobi Equation 1 PHYS 705: Classcal Mechancs Hamlton-Jacob Equaton Hamlton-Jacob Equaton There s also a very elegant relaton between the Hamltonan Formulaton of Mechancs and Quantum Mechancs. To do that, we need to derve

More information

A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS

A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS Journal of Mathematcal Scences: Advances and Applcatons Volume 25, 2014, Pages 1-12 A CHARACTERIZATION OF ADDITIVE DERIVATIONS ON VON NEUMANN ALGEBRAS JIA JI, WEN ZHANG and XIAOFEI QI Department of Mathematcs

More information

Section 8.3 Polar Form of Complex Numbers

Section 8.3 Polar Form of Complex Numbers 80 Chapter 8 Secton 8 Polar Form of Complex Numbers From prevous classes, you may have encountered magnary numbers the square roots of negatve numbers and, more generally, complex numbers whch are the

More information

Integrals and Invariants of Euler-Lagrange Equations

Integrals and Invariants of Euler-Lagrange Equations Lecture 16 Integrals and Invarants of Euler-Lagrange Equatons ME 256 at the Indan Insttute of Scence, Bengaluru Varatonal Methods and Structural Optmzaton G. K. Ananthasuresh Professor, Mechancal Engneerng,

More information

Supplementary Notes for Chapter 9 Mixture Thermodynamics

Supplementary Notes for Chapter 9 Mixture Thermodynamics Supplementary Notes for Chapter 9 Mxture Thermodynamcs Key ponts Nne major topcs of Chapter 9 are revewed below: 1. Notaton and operatonal equatons for mxtures 2. PVTN EOSs for mxtures 3. General effects

More information

Robert Eisberg Second edition CH 09 Multielectron atoms ground states and x-ray excitations

Robert Eisberg Second edition CH 09 Multielectron atoms ground states and x-ray excitations Quantum Physcs 量 理 Robert Esberg Second edton CH 09 Multelectron atoms ground states and x-ray exctatons 9-01 By gong through the procedure ndcated n the text, develop the tme-ndependent Schroednger equaton

More information

10. Canonical Transformations Michael Fowler

10. Canonical Transformations Michael Fowler 10. Canoncal Transformatons Mchael Fowler Pont Transformatons It s clear that Lagrange s equatons are correct for any reasonable choce of parameters labelng the system confguraton. Let s call our frst

More information

14 The Postulates of Quantum mechanics

14 The Postulates of Quantum mechanics 14 The Postulates of Quantum mechancs Postulate 1: The state of a system s descrbed completely n terms of a state vector Ψ(r, t), whch s quadratcally ntegrable. Postulate 2: To every physcally observable

More information

χ x B E (c) Figure 2.1.1: (a) a material particle in a body, (b) a place in space, (c) a configuration of the body

χ x B E (c) Figure 2.1.1: (a) a material particle in a body, (b) a place in space, (c) a configuration of the body Secton.. Moton.. The Materal Body and Moton hyscal materals n the real world are modeled usng an abstract mathematcal entty called a body. Ths body conssts of an nfnte number of materal partcles. Shown

More information

Structure and Drive Paul A. Jensen Copyright July 20, 2003

Structure and Drive Paul A. Jensen Copyright July 20, 2003 Structure and Drve Paul A. Jensen Copyrght July 20, 2003 A system s made up of several operatons wth flow passng between them. The structure of the system descrbes the flow paths from nputs to outputs.

More information

Note on the Electron EDM

Note on the Electron EDM Note on the Electron EDM W R Johnson October 25, 2002 Abstract Ths s a note on the setup of an electron EDM calculaton and Schff s Theorem 1 Basc Relatons The well-known relatvstc nteracton of the electron

More information

Module 3: Element Properties Lecture 1: Natural Coordinates

Module 3: Element Properties Lecture 1: Natural Coordinates Module 3: Element Propertes Lecture : Natural Coordnates Natural coordnate system s bascally a local coordnate system whch allows the specfcaton of a pont wthn the element by a set of dmensonless numbers

More information

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION

ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EQUATION Advanced Mathematcal Models & Applcatons Vol.3, No.3, 2018, pp.215-222 ON A DETERMINATION OF THE INITIAL FUNCTIONS FROM THE OBSERVED VALUES OF THE BOUNDARY FUNCTIONS FOR THE SECOND-ORDER HYPERBOLIC EUATION

More information

5.04, Principles of Inorganic Chemistry II MIT Department of Chemistry Lecture 32: Vibrational Spectroscopy and the IR

5.04, Principles of Inorganic Chemistry II MIT Department of Chemistry Lecture 32: Vibrational Spectroscopy and the IR 5.0, Prncples of Inorganc Chemstry II MIT Department of Chemstry Lecture 3: Vbratonal Spectroscopy and the IR Vbratonal spectroscopy s confned to the 00-5000 cm - spectral regon. The absorpton of a photon

More information

More metrics on cartesian products

More metrics on cartesian products More metrcs on cartesan products If (X, d ) are metrc spaces for 1 n, then n Secton II4 of the lecture notes we defned three metrcs on X whose underlyng topologes are the product topology The purpose of

More information

Randić Energy and Randić Estrada Index of a Graph

Randić Energy and Randić Estrada Index of a Graph EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS Vol. 5, No., 202, 88-96 ISSN 307-5543 www.ejpam.com SPECIAL ISSUE FOR THE INTERNATIONAL CONFERENCE ON APPLIED ANALYSIS AND ALGEBRA 29 JUNE -02JULY 20, ISTANBUL

More information

Linear Approximation with Regularization and Moving Least Squares

Linear Approximation with Regularization and Moving Least Squares Lnear Approxmaton wth Regularzaton and Movng Least Squares Igor Grešovn May 007 Revson 4.6 (Revson : March 004). 5 4 3 0.5 3 3.5 4 Contents: Lnear Fttng...4. Weghted Least Squares n Functon Approxmaton...

More information

where the sums are over the partcle labels. In general H = p2 2m + V s(r ) V j = V nt (jr, r j j) (5) where V s s the sngle-partcle potental and V nt

where the sums are over the partcle labels. In general H = p2 2m + V s(r ) V j = V nt (jr, r j j) (5) where V s s the sngle-partcle potental and V nt Physcs 543 Quantum Mechancs II Fall 998 Hartree-Fock and the Self-consstent Feld Varatonal Methods In the dscusson of statonary perturbaton theory, I mentoned brey the dea of varatonal approxmaton schemes.

More information

Lagrange Multipliers. A Somewhat Silly Example. Monday, 25 September 2013

Lagrange Multipliers. A Somewhat Silly Example. Monday, 25 September 2013 Lagrange Multplers Monday, 5 September 013 Sometmes t s convenent to use redundant coordnates, and to effect the varaton of the acton consstent wth the constrants va the method of Lagrange undetermned

More information

Some Comments on Accelerating Convergence of Iterative Sequences Using Direct Inversion of the Iterative Subspace (DIIS)

Some Comments on Accelerating Convergence of Iterative Sequences Using Direct Inversion of the Iterative Subspace (DIIS) Some Comments on Acceleratng Convergence of Iteratve Sequences Usng Drect Inverson of the Iteratve Subspace (DIIS) C. Davd Sherrll School of Chemstry and Bochemstry Georga Insttute of Technology May 1998

More information

Molecular structure: Diatomic molecules in the rigid rotor and harmonic oscillator approximations Notes on Quantum Mechanics

Molecular structure: Diatomic molecules in the rigid rotor and harmonic oscillator approximations Notes on Quantum Mechanics Molecular structure: Datomc molecules n the rgd rotor and harmonc oscllator approxmatons Notes on Quantum Mechancs http://quantum.bu.edu/notes/quantummechancs/molecularstructuredatomc.pdf Last updated

More information

Uniqueness of Weak Solutions to the 3D Ginzburg- Landau Model for Superconductivity

Uniqueness of Weak Solutions to the 3D Ginzburg- Landau Model for Superconductivity Int. Journal of Math. Analyss, Vol. 6, 212, no. 22, 195-114 Unqueness of Weak Solutons to the 3D Gnzburg- Landau Model for Superconductvty Jshan Fan Department of Appled Mathematcs Nanjng Forestry Unversty

More information

ON MECHANICS WITH VARIABLE NONCOMMUTATIVITY

ON MECHANICS WITH VARIABLE NONCOMMUTATIVITY ON MECHANICS WITH VARIABLE NONCOMMUTATIVITY CIPRIAN ACATRINEI Natonal Insttute of Nuclear Physcs and Engneerng P.O. Box MG-6, 07725-Bucharest, Romana E-mal: acatrne@theory.npne.ro. Receved March 6, 2008

More information

1 Rabi oscillations. Physical Chemistry V Solution II 8 March 2013

1 Rabi oscillations. Physical Chemistry V Solution II 8 March 2013 Physcal Chemstry V Soluton II 8 March 013 1 Rab oscllatons a The key to ths part of the exercse s correctly substtutng c = b e ωt. You wll need the followng equatons: b = c e ωt 1 db dc = dt dt ωc e ωt.

More information

Physics 5153 Classical Mechanics. Principle of Virtual Work-1

Physics 5153 Classical Mechanics. Principle of Virtual Work-1 P. Guterrez 1 Introducton Physcs 5153 Classcal Mechancs Prncple of Vrtual Work The frst varatonal prncple we encounter n mechancs s the prncple of vrtual work. It establshes the equlbrum condton of a mechancal

More information

1 (1 + ( )) = 1 8 ( ) = (c) Carrying out the Taylor expansion, in this case, the series truncates at second order:

1 (1 + ( )) = 1 8 ( ) = (c) Carrying out the Taylor expansion, in this case, the series truncates at second order: 68A Solutons to Exercses March 05 (a) Usng a Taylor expanson, and notng that n 0 for all n >, ( + ) ( + ( ) + ) We can t nvert / because there s no Taylor expanson around 0 Lets try to calculate the nverse

More information

PHYS 705: Classical Mechanics. Newtonian Mechanics

PHYS 705: Classical Mechanics. Newtonian Mechanics 1 PHYS 705: Classcal Mechancs Newtonan Mechancs Quck Revew of Newtonan Mechancs Basc Descrpton: -An dealzed pont partcle or a system of pont partcles n an nertal reference frame [Rgd bodes (ch. 5 later)]

More information

Composite Hypotheses testing

Composite Hypotheses testing Composte ypotheses testng In many hypothess testng problems there are many possble dstrbutons that can occur under each of the hypotheses. The output of the source s a set of parameters (ponts n a parameter

More information

2.3 Nilpotent endomorphisms

2.3 Nilpotent endomorphisms s a block dagonal matrx, wth A Mat dm U (C) In fact, we can assume that B = B 1 B k, wth B an ordered bass of U, and that A = [f U ] B, where f U : U U s the restrcton of f to U 40 23 Nlpotent endomorphsms

More information

This model contains two bonds per unit cell (one along the x-direction and the other along y). So we can rewrite the Hamiltonian as:

This model contains two bonds per unit cell (one along the x-direction and the other along y). So we can rewrite the Hamiltonian as: 1 Problem set #1 1.1. A one-band model on a square lattce Fg. 1 Consder a square lattce wth only nearest-neghbor hoppngs (as shown n the fgure above): H t, j a a j (1.1) where,j stands for nearest neghbors

More information

PHYS 705: Classical Mechanics. Calculus of Variations II

PHYS 705: Classical Mechanics. Calculus of Variations II 1 PHYS 705: Classcal Mechancs Calculus of Varatons II 2 Calculus of Varatons: Generalzaton (no constrant yet) Suppose now that F depends on several dependent varables : We need to fnd such that has a statonary

More information

7. Products and matrix elements

7. Products and matrix elements 7. Products and matrx elements 1 7. Products and matrx elements Based on the propertes of group representatons, a number of useful results can be derved. Consder a vector space V wth an nner product ψ

More information

ψ ij has the eigenvalue

ψ ij has the eigenvalue Moller Plesset Perturbaton Theory In Moller-Plesset (MP) perturbaton theory one taes the unperturbed Hamltonan for an atom or molecule as the sum of the one partcle Foc operators H F() where the egenfunctons

More information

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity

Week3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle

More information

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS Avalable onlne at http://sck.org J. Math. Comput. Sc. 3 (3), No., 6-3 ISSN: 97-537 COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

More information

1 Vectors over the complex numbers

1 Vectors over the complex numbers Vectors for quantum mechancs 1 D. E. Soper 2 Unversty of Oregon 5 October 2011 I offer here some background for Chapter 1 of J. J. Sakura, Modern Quantum Mechancs. 1 Vectors over the complex numbers What

More information

Lecture Notes 7: The Unruh Effect

Lecture Notes 7: The Unruh Effect Quantum Feld Theory for Leg Spnners 17/1/11 Lecture Notes 7: The Unruh Effect Lecturer: Prakash Panangaden Scrbe: Shane Mansfeld 1 Defnng the Vacuum Recall from the last lecture that choosng a complex

More information

Numerical Heat and Mass Transfer

Numerical Heat and Mass Transfer Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and

More information

LECTURE 9 CANONICAL CORRELATION ANALYSIS

LECTURE 9 CANONICAL CORRELATION ANALYSIS LECURE 9 CANONICAL CORRELAION ANALYSIS Introducton he concept of canoncal correlaton arses when we want to quantfy the assocatons between two sets of varables. For example, suppose that the frst set of

More information

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD Ákos Jósef Lengyel, István Ecsed Assstant Lecturer, Professor of Mechancs, Insttute of Appled Mechancs, Unversty of Mskolc, Mskolc-Egyetemváros,

More information

Mechanics Physics 151

Mechanics Physics 151 Mechancs Physcs 5 Lecture 0 Canoncal Transformatons (Chapter 9) What We Dd Last Tme Hamlton s Prncple n the Hamltonan formalsm Dervaton was smple δi δ p H(, p, t) = 0 Adonal end-pont constrants δ t ( )

More information

THE VIBRATIONS OF MOLECULES II THE CARBON DIOXIDE MOLECULE Student Instructions

THE VIBRATIONS OF MOLECULES II THE CARBON DIOXIDE MOLECULE Student Instructions THE VIBRATIONS OF MOLECULES II THE CARBON DIOXIDE MOLECULE Student Instructons by George Hardgrove Chemstry Department St. Olaf College Northfeld, MN 55057 hardgrov@lars.acc.stolaf.edu Copyrght George

More information

arxiv:cs.cv/ Jun 2000

arxiv:cs.cv/ Jun 2000 Correlaton over Decomposed Sgnals: A Non-Lnear Approach to Fast and Effectve Sequences Comparson Lucano da Fontoura Costa arxv:cs.cv/0006040 28 Jun 2000 Cybernetc Vson Research Group IFSC Unversty of São

More information

Conjugacy and the Exponential Family

Conjugacy and the Exponential Family CS281B/Stat241B: Advanced Topcs n Learnng & Decson Makng Conjugacy and the Exponental Famly Lecturer: Mchael I. Jordan Scrbes: Bran Mlch 1 Conjugacy In the prevous lecture, we saw conjugate prors for the

More information

BOUNDEDNESS OF THE RIESZ TRANSFORM WITH MATRIX A 2 WEIGHTS

BOUNDEDNESS OF THE RIESZ TRANSFORM WITH MATRIX A 2 WEIGHTS BOUNDEDNESS OF THE IESZ TANSFOM WITH MATIX A WEIGHTS Introducton Let L = L ( n, be the functon space wth norm (ˆ f L = f(x C dx d < For a d d matrx valued functon W : wth W (x postve sem-defnte for all

More information

A new Approach for Solving Linear Ordinary Differential Equations

A new Approach for Solving Linear Ordinary Differential Equations , ISSN 974-57X (Onlne), ISSN 974-5718 (Prnt), Vol. ; Issue No. 1; Year 14, Copyrght 13-14 by CESER PUBLICATIONS A new Approach for Solvng Lnear Ordnary Dfferental Equatons Fawz Abdelwahd Department of

More information

Classical Field Theory

Classical Field Theory Classcal Feld Theory Before we embark on quantzng an nteractng theory, we wll take a dverson nto classcal feld theory and classcal perturbaton theory and see how far we can get. The reader s expected to

More information

Report on Image warping

Report on Image warping Report on Image warpng Xuan Ne, Dec. 20, 2004 Ths document summarzed the algorthms of our mage warpng soluton for further study, and there s a detaled descrpton about the mplementaton of these algorthms.

More information

Integrals and Invariants of

Integrals and Invariants of Lecture 16 Integrals and Invarants of Euler Lagrange Equatons NPTEL Course Varatonal Methods and Structural Optmzaton G. K. Ananthasuresh Professor, Mechancal Engneerng, Indan Insttute of Scence, Banagalore

More information