to the SCHRODINGER EQUATION The case of an electron propagating in a crystal lattice

Size: px
Start display at page:

Download "to the SCHRODINGER EQUATION The case of an electron propagating in a crystal lattice"

Transcription

1 Lctur Nots PH 411/511 ECE 598 A. La Rosa INTRODUCTION TO QUANTUM MECHANICS CHAPTER-9 From th HAMILTONIAN EQUATIONS to th SCHRODINGER EQUATION Th cas of a lctro propagatig i a crystal lattic 9.1 Hamiltoia for a lctro propagatig i a crystal lattic 9.1.A Dfiig th Bas Stats ad th Hamiltoia Matrix 9.1.B Statioary Stats Ergy bads 9.1.C Tim-dp Stats Elctro wav-packt ad group vlocity Effctiv mass (cas of low rgy lctros) 9. Hamiltoia quatios i th limit wh th lattic spac tds to zro 9..A From a discrt to a cotiuum basis 9..B Th dpdc of amplitud probability o positio. Trasitio from dscribig a quatum stat I i vry gral trms, to a aild accout of th amplitud-probability dpdc o positio x 9..C Equatio dscribig a lctro i a xtral pottial V = V( x, t ) 9.3 Th Postulatd Schrodigr Equatio Rfrcs: Fyma lcturs Vol. III, Chaptrs 13 ad 16. 1

2 CHAPTER-9 From th HAMILTONIAN EQUATIONS to th SCHRODINGER EQUATION Th cas of a lctro propagatig i a crystal lattic O of th purposs of this chaptr is to show that th corrct fudamtal quatum mchaics quatio (th Schrödigr quatio) has th sam form that o obtais for th limitig cas wh b 0 of a lctro movig alog a li of atoms sparatd by a distac b from ach othr. Startig from a problm whr a lctro movs alog a st of discrtly sparatd atoms alog a li, a quatio is obtaid for th cas i which th sparatio distac tds to zro. This procdur ca hlp us udrstad bttr th itrprtatio of th wavfuctio solutios of th Schrödigr quatio. 9.1 Hamiltoia for a lctro propagatig i a crystal lattic 1 I our study of a two-stat systm, w lard that thr is a amplitud probability for th systm to jump back ad forth to th othr rgy stat. Similarly i a crystal, O ca imagi a lctro i a wll at o particular atom ad with som particular rgy. Suppos thr is a amplitud probability that th lctro mov ito aothr wll at o of th arby atom. From its w positio it ca furthr mov to aothr atom or rtur to its iitial wll. W b x 1 This study will allow udrstadig a ubiquitous phomo i atur that if th lattic wr prfct (i.. o dfcts), th lctros would abl to travl through th crystal smoothly ad asily, almost as if thy wr i vacuum. x 9.1.A Dfiig th bas stats ad th Hamiltoia matrix W would lik to aalyz quatum mchaically th dyamics of a xtra lctro put i a lattic (as if to produc o slightly boud gativ io). Som cosidratios first: a) A atom has may lctros. Howvr may of thm ar quit boudd that to affct thir stat of motio a lot of rgy (i xcss of 10 V) is dd. W will

3 assum that th motio of a xtra lctro (wakly boudd to th atom, th dpth of th wll is much smallr tha 10 V.) It is th dyamics of this wkly boudd lctro that w ar itrst i. b) What would b a rasoabl st of bas stats? W could try th followig: 1 crystal stat i which th - is i th atom 1. crystal stat i which th - is i th atom. crystal stat i which th - is i th atom. (1) Ay stat t of th o-dimsioal crystal ca th b xprssd as, ( t ) = A ( t ) = ( t ) () whr th scalars A ( t ) = ( t ) ar th amplitud probabilitis of fidig th stat ( t ) i th bas stats, rspctivly, at th tim t. Th volutio of A ( t ) as a fuctio of tim is rmid by da ( t i ) H j( t) Aj( t) (3) j So w d to fid th compots H j of th Hamiltoia matrix first. c) How dos th Hamiltoia look lik? That is, how to fid th compots H j? W will procd similarly to th cas of th ammoia molcul (tratd i th prvious chaptr.) Sic all th atoms sits i th crystal ar rgtically quivalt, w ca assum H = E o, = 1,, 3, (4) O th othr had, a lctro ca mov from o atom to ay othr atom, thus trasfrrig th gativ io to aothr plac. W will assum howvr that th lctro will jump oly from o atom to th ighbor of ithr sid. That is, for a giv, H (+1) -W. (5) H (-1) -W. ad H j = 0 for j ± 1. Rplacig ths valus i th quatio of motio (3) o obtais, 3

4 da -W A - + E o A -1 - W A i -1 da i - W A -1 + E o A - W A +1 (6) da 1 i -W A + E o A +1 -W A B Statioary Stats From our xpric studyig th ammoia molcul, lt s rcall that aftr iifyig two localizd sats 1 ad, w wr abl to fid two pculiar statioary stats S I ad S II, 1 1 S I ( 1 + ) ad SII ( 1 - ) which had th followig dpdc o tim (s Chaptr 8, xprssio (51)), ( i/ ) E S I (t) = 1 t S I (0), whr E I = E 0 - W ( i/ ) S II (t ) = E II t S II (0), whr E II = E 0 + W That is, S I ad S II, ar stats of dfiit rgy. W wat to highlight th pculiar phas with which th stats 1 ad participat i S I ad S II. Notic, stat S I (t ) ca b r-writt as, S I (t ) 1 ( i/ ) E 1 t 1 + ( i/ ) E 1 t 1 Notic, both amplitud vary with th sam frqucy E /, ad ar i phas. 1 Stat S II (t) look ssimilar, xcpt for a 180 dgrs phas diffrc btw th amplituds, 4

5 S I I ( t ) 1 ( i/ ) E II t 1 - ( i/ ) E II t 1 Notic, both amplitud vary with th sam frqucy E /, but ar 180 dgrs out of phas II That is, S I (t ) ad S II (t ) hav th followig gral form, S (t) a a whr a 1 ad a ar complx umbrs, which rmi th vtual phas diffrc with which th stats 1 ad participat i th wavfuctio S (t ). This obsrvatio mad i th two-stat systm, about th diffrt phas associatd to ach of th two localizd stat, will b xtrapolatd to th cas i which th umbr of localizd stats participatig i th systm is ifiit. I ffct, for solvig Eq. (5), lt s look for a wavfuctio (t) = A (t) with th followig charactristics: To b a statioary solutio. That is, a solutio i which all th amplituds A vary with tim at ( i/ )( E) t th sam frqucy. This will mak th stat (t) to b dscribd with a sigl rgy E (th lattr valu still to b rmid.) Th diffrt amplituds A ar rquird to hav diffrt phas rspctivly. Such phass would hav to b rmid. Ths two rquirmts ar summarizd i th followig xprssio, A t ) = a ( i/ )( E) t Accordigly lt s look for a statioary solutio of th form, (t) = A ( t ) = a ( i/ )( E t (7) ) (7) Th amplituds will vtually hav diffrt phas btw ach othr; that is, th diffrt a ar complx umbrs. All th amplitudprobabilitis oscillat at th sam frqucy ( E/ ). 5

6 W hav to fid valus for E ad th diffrt a compatibl with Eq. (6). Rplacig (7 ) i (6) Ea = - W a -1 + E o a - W a +1 (8) Altrativ otatio: If w labl th atoms by thir positios, x = b whr b is th spacig btw cotiguous atoms i th crystal, th quatio (8) taks th form, Ea(x ) = - W a(x -1) + E o a(x ) - W a(x +1) (9) Trial solutio for Eq. (9), ik a ( x ) = x (10) whr th valu of th sigl valu of k, accompayig th diffrt cofficits a, still to b rmid. Rplacig (10) i (9) o obtais, ik E x ik x = - W - 1 ik x + E ik x o - W 1 E = - W = E o - W [ - i k b + E o - W - i k b + i k i k b ] b E(k) = E o - W Cos (k b) Ergy of th statioary stats (11) W raliz, for ay ral valu of k thr is a rgy E(k) = E o - W Cos(k b) ad a i k ifiit-st of valus a(x ) = x, which, wh rplacd i (7) costitut a statioary solutio of Eq. (6). It would appar that thr ar a ifiit umbr of solutios (o for ach ral valu of k that ca occur to us.) W will s latr that this is ot compltly tru. 6

7 Summary. W hav foud that for ay giv ral valu of k, Thr xists a corrspodig statioary solutio (from xprssio (7 ) ) k ( t) = A k (t) = ik x ( i/ )[ E ( k )] t (1) whr th rgy is giv by (s xprssio (11) ) E(k) = E o - W Cos(k b) Notic th amplitud probability at th sit varis with tim as, A k ( t ) = ik x ( i/ ) [ E ( k ) ] t Th xprssio abov idicats th lctro is qually likly to b foud at vry atom, sic all th quatitis A k (t) ar qual (ad idp of ). Oly th phas is diffrt for diffrt atom locatio, chagig i th amout (kb) from atom to atom. b Ral [A k ] x Fig 9.1 Ral part of th amplitud probability A for fidig th atom locatio of th xtra lctro i th crystal, at a giv tim. Th rgy E as a fuctio of k is show i th figur blow. Oly rgis i th rag from E - W to E +W ar allowd. If a lctro i a crystal is i a statioary stat, it ca hav o rgy othr tha valus i this bad. This is th workig pricipl of th rgy bads formatio i a crystal, which xplais th lctrical coductivity i mtals ad smicoductors.) Notic th wih of th bad scals with W. Th smallst rgis E ~ (E o -W) ar obtaid for th smallst valus of k 0. As k icrass, th rgy icrass as wll util it rachs a maximum at k = / b For k largr tha / b th rgy would start to dcras, but thr is o d to cosidr such valus, bcaus thy do ot giv w stats. 7

8 No d to cosidr ths valus of k. E E o +W E o E o -W No d to cosidr ths valus of k. -/ b / b Fig 9. Ergy of th statioary stats as a fuctio of k, accordig to xprssio (11). Notic, th formatio of a rgy bad whos wih is proportioal to W. Th diffrt statioary stats (o stat for ach valu of k withi th cotiuum itrval < /b, /b>) ar giv by xprssio (1), k = A k = ikx ( i/ )[ E( k) ] t I ffct, whil a wav-vctor k = k 1 +/b has a profil of highr spatial ad thus is idd diffrt tha that th profil corrspodig to th wav-vctor k 1, it turs out that both profils hav th sam valu at ach atom locatio (s Fig. 9.3 blow). [ This is tru bcaus wh multiplyig k by x (which is multipl of b) th addd phas is, which is quivalt to a zro chag i phas. That is k x givs th sam quivalt phas as k 1 x ]. Hc, as far as th valuatio of th probability-amplitud at th atoms sit is cocrd, both wav-vctors k 1 ad k dscrib th sam quatum stat. k 1 = 8b, k 1 1 = (8/9)b, 8 b k k 1 9 b 8 b Ral A(x ) b x Fig 9.3 Ral part of A(x ) = ik x ( i/ )[ E(k) ] t for two diffrt valus of k, with k 1 ad k sparatd by /b). Although both profils ar i gral diffrt, both hav th sam valu at th atoms sits. Thus, both dscrib th sam quatum stat (th valu of A at th atom s sit is what mattr). Formally, this is a cosquc of th fact that. i[ k (/b)] x ik x i[/b] x 8

9 sic x = b o obtais, ik = x i π i[ k ( /b)] x ik = x Accordigly, th valus of k withi th rag /b < k </b ar sufficit to dscrib th quatum stats. I this rag: Th highr k th highr th rgy of th statioary stat. For small valus of k, th followig approximatio holds, E(k) = E o - W Cos(kb) ~ E o - W [1 - (½) (k b) ]; E(k) ~ (E o - W) + W b k Ergy of statioary stats (13) with small valus of k 9.1.C Tim-volutio of Stats I a statioary stat (s xprssio (1) abov), a lctro is qually likly to b foud i ay atom i th crystal. I cotrast, how to rprst a situatio i which a lctro of a crtai rgy is locatd i a crtai rgio? W ar rfrrig to a situatio i which a lctro is mor likly to b foud i o rgio tha at som othr plac. Elctro wav-packt A altrativ to addrss th qustio abov is to mak a wav-packt costructd usig a propr liar combiatio of th statioary stats k (t) foud i th prvious sctio (s xprssio (1)); ach statioary stat iifid by th valu of k. ( t ) = dk F(k) k (t) Wavpackt (14) = dk F(k) A k (t) = dk F(k) ik x = dk F(k) ik x ( i/ )[ E( k) ] t ( i/ ) [ E( k) ] t A(x, t) For xampl, w ca slct a wavpackt of wih X that has a maximum at aroud th atom locatd at x o. That is, th xpasio, 9

10 A(x, t) = dk F(k) ik x ( i/ )[ E( k) ] t has a maximum at aroud th o -th atom (at a giv tim t), as schmatically show i Fig Ral A(x, t) x o X Fig. 9.4 Profil (dashd li) of th ral part of th wavpackt at a giv tim t. b For a puls A(x, t) localizd (i spac) with a wih X, thr will b a associatd Fourir trasform F(k) with a prdomiat wavumbr k o, ad all th othr wavumbrs k withi a rag K; that is, th itgral i (13) xpads oly ovr a wih K, 1 k x - E k / t i { [ ( ) ] } A( x, t) ( dk) F( k) π K E( k) Usig ( k), 1 A( x, t) F k π ( ) K i [ k x - ( k) t ] dk Wavpackt (14) Group vlocity i{ k x - ( k) t } W lard i Chaptr-5 that, v though th k-compot travls at diffrt phas vlocitis, still w ca dfi a vlocity for th wav-packt calld th group vlocity, v wavfucti group-vllocity o's v g d ) 1 ) k dk ko d k dk k o Particular cas: Wav-packt with small valus of k I th particular cas that k o is i th low-valu rag, w ca us th xprssio drivd abov E(k) ~ (E o - W) + W b k, which lads to, 10

11 W b v v g k o (for small valus of k wavfucti group-vllocity o's o ) (15) Vlocity of a low-rgy wav-packt havig a prdomiat wavumbr k=k o, Effctiv mass (cas of low rgy lctros) Sic E(k) = (E o - W) + W b k Wb ad v g k (for small valus of k,) w raliz that low-rgy lctros mov with rgy proportioal to th squar of its vlocity, lik a classical particl. This rsmblac with a classical particl ca b mad mor traspart through th dfiitio of a ffctiv mass. For that purpos, i xprssio E(k) = (E o - W) + W b k lt s first mov our zro rgy rfrc to (E o -W); that is, E(k) = W b k Ergy of statioary stats (16) with small valus of k E 4W W 0 -/ b / b k Stats of low rgy ( k<</b ) Fig. 9.5 Compard to Fig. 9. th miimum rgy has b movd to th zro rgy lvl. Accordigly, xprssio (11) bcoms E(k) = W - W Cos( k b). A wav-packt of prdomiat wav-vctor k=k o will hav a rgy qual to th rgy of th compot of wav-vctor k=k o ; that is E= W b k o. I trms of th associatd group vlocity, giv i (15) abov, th rgy of th wavpackt ca b xprssd as, v g W b ko 11

12 E = W b v g ( ) = Wb 1 4Wb (v g ). Thus, for a wav-packt whos prdomiat wav-vctor k is rlativly small compard to /b, o obtais, E 1 b W v g This xprssio ca b writt as 1 E m ff v g (17) which maks th motio of th quatum packt to rsmbl th classical dscriptio of th lctro s motio. That is, amplitud-probability wavs rsmbl th motio of a classical fr particl. Th costat m is calld th ffctiv mass. m ff ff (for small valus of k ) (18) W b m ff has othig to do with th lctro s mass. It has b arbitrarily dfid just to mak th amplitud probability motio to rsmbl th motio of a classical particl. I a ral crystal m ff turs out to hav a magitud of about to 0 tims th fr-spac mass of a lctro. Notic, howvr, th xprssio for m ff is appalig to itrprt it as a ral mass. For xampl, xprssio (18) idicats that: th smallr W th gratr th m ff ; that is, a smallr amplitud probability (W) for a lctro to mov from o positio to aothr ca b itrprtd as a quivalt havir mass irtia. Notic also, from (15) ad (18), m ff v k (19) g o Th rprstativ d Brogli momtum of th wavpackt, xprssd as a classical momtum mass vlocity. ko = h/, ds up big Summary: W udrstad ow how a lctro ca rid through th crystal, flowig prfctly fr, uprturbd, with a vlocity qual to v, dspit havig all th atom to hit agaist. It dos by havig its amplitud probability to fly from o atom to th xt, with W providig th quatum probability to mov from o atom to th xt. That is how a solid coducts lctricity. g 1

13 Th pictur abov would lad to a ifiit coductivity, sic it prdicts that a lctro, oc acquirig a vlocity v it would drift forvr. I fact, it is currtly g accptd that th fiit coductivity of a crystal is ot du to th collisio of lctros with th atoms; istad th fiit coductivity is causd by th prsc of dfcts i th lattic, which caus scattrig of th lctros motio. 9. Hamiltoia quatios i th limit wh th lattic spac tds to zro I th prvious sctio w ralizd that a amplitud-probability (wavpackt) propagat i a crystal as if it wr a particl. For xampl, it was foud that its rgy is qual to ½ m v g, ad that its d Brogli momtum is qual to m ff v g. That is, th Hamiltoia dscriptio of ko amplitud-probability wavs i a lattic-crystal rsmbls th mchaistic dscriptio of a particl (udr propr iificatio of quatitis). O would xpct th that, th Hamiltoia dscriptio of amplitud probability wavs i a discrt lattic would ihrtly hav i it (or b othig but a mirror rflctio of) a mor gral quatum mchaical dscriptio for th motio of a particl. Mayb by takig th limitig cas of th lattic distac b qual to zro, th rsultig cotiuum quatio would rsmbl th mor formal Schrodigr quatio. Th lattr is prcisly th objctiv that w will pursu i this sctio: To obtai th Schrodigr quatio as a limit cas of th Hamiltoia quatios (dscribig th motio of a particl alog a array th atoms) wh th lattic costat b tds to zro. Icially, this chaptr offrs also a opportuity to illustrat th trasitio from a) th, util ow, somwhat loos gral dscriptio of a quatum stat I, to b) a much mor aild dscriptio of th wavfuctio, i.. givig a accout o how th amplitud-probability s (x) dpds o th positio coordiats. ff 9..A From a discrt basis to a cotiuum basis Lt s first formaliz th dfiitio of a cotiuum spatial basis Lt s tak a liar lattic of atoms, ad imagi that th lattic spacig b wr to b tak smallr ad smallr. I th limit, w would hav th cas i which th lctro could b aywhr alog th li. I othr words, assum th possibility of lablig th spac with ifiity of poits (i a cotiuous fashio.) Discrt cas x 0 Cotiuum cas x (0) b 13

14 Th xprssio for a wavfuctio = x A(x ) = may also b prfrably writt as = x A (x ) = Th last otatio uss A istad of simply A as to mak mor xplicit that th amplitud probabilitis corrspods to th stat. I (1), multiplyig o th lft by x k, o obtais: x stads for a stat i which a particl is locatd at th spatial coordiat x. x A (x) dx x A ( x ) dx (1) x k = A ( x k ) x A ( x ) () (Notic th xprssio o th lft sid costituts a bttr otatio, mphasizig that thr is o d to iclud th charactr A.) x k givs th amplitud probability that th stat b foud at xk. Altrativly th followig otatio is also usd, x ( x ) k k b 0 x (x) (3) amplitud probability to fid th stat at th stat x. Not: Wh writig x ( x ), th sam symbol is big usd, for i) lablig a particular physical stat for a lctro; ad for ii) dfiig a mathmatical fuctio of x(x). I both cass th xprssio givs th amplitud probability that a lctro i th stat b foud at th stat x. 14

15 If i = x A (x ) w watd to mphasiz th tim dpdc, w would writ, t = x A (x, t ) t = b 0 whr th amplituds ar xprssd i diffrt altrativ forms A ( x k, t ) = x k (t) = ( k x A (x, t ) dx (4) x, t ) A ( x, t ) = x t = ( x, t ) (5) 9..B From a gral dscriptio of th stat I to a mor aild accout of its dpdc with th positio: How dos x look lik? Startig from th solutio corrspodig to th cas of a lctro movig across a discrt lattic, w wat to work out th quatios that rlat th valu of th amplitud-probability at o poit x to th amplitud-probability at poits arbitrarily clos to it. This will b do by makig b 0. That way w would obtai a quatum mchaical dscriptio of a lctro s motio i th cotiuum spac. Lt s start with th most gral solutio of th Hamiltoia dscribig th motio of a lctro i a discrt lattic, t = x A ( x, t ) (6) th amplituds A ( x, t ) hav to satisfy th Hamiltoia quatios, da x i ( ) - W (hr w ar usig th otatio). A (x -1 ) + E o A (x ) - W A (x +1 ) (7) A (x ) istad of A ( x, t ) just to simplify Lt s aalyz ow th cotiuum cas, by takig th limit b 0. First, lt s choos th origi of th rgy scal at th miimum valu i Fig. 9.. That maks E 0 = W. Thus w rwrit (7) as, da (x ) i - W Rarragig trms, A (x -1 ) + W A (x ) - W A (x +1 ) (8) 15

16 Wb m ff d A (x ) i W [ A (x ) - A (x -1 )] - W [ A (x +1 ) - A (x ) ] A W b ( x ) A (x-1) x x-1 - W b A (x 1) A (x ) x 1 x Now w tak b 0 whr w hav usd b = x +1 - x da d A i ( x ) W b (x ) dx A = - W b d A (x 1) dx d i ( x ) - W b d A ( x b) dx d A - W b (x 1 ) dx (9) da If w blidly took b 0, th xprssio (9) would giv i ( x ) 0 ; such a rsults would rval o usful iformatio. Rcall, howvr, that W givs th liklihood th lctro jumps to th ighbor atom ad, thus, it is plausibly to thik that as th spacig b dcrass th valu of W simultaously icrass. Thus, w could covitly cosidr that as b dcrass, th product Wb rmais costat. Usig xprssio (18) w ca tak this factor to b qual to Wb / mff. So w will cosidr that as b 0, th valu of W icrass such that th product W b rmais costat ad qual to /( ). m ff Wb b 0 m ff (30) Cosqutly, as b 0, Eq. 9 bcoms, da ( x,t) i d A (x,t) (31) m ff dx 16

17 I summary, Wh th crystal lattic b td to zro, th Hamiltoia quatios tak th form: i (x,t) t (x,t) m ff x. (3) whr m is dfid through th xprssio ff Wb m ff ad with th rquirmts that th quatity Wb rmais costat as b 0. Th solutios of this quatio rmi th amplitud probabilitis (x,t) that dfi th stat (t) = x A x,t ) dx whr w hav xtrapolatd th discrt xpasio giv i xprssio (6) abov. Giv th quivalt otatios A ( x, t ) = x t = ( x, t ), as giv i (5) abov, th quatio abov is also writt as, (x,t) (x,t) i t m x ff. Motio of a lctro alog a cotiuum li spac (33) = x x d x = x (x,t) d x Fig. 9.6 Elctro i a discrt liar lattic. I th limit, wh th spacig b tds to zro, th problm rsmbls o i which th lctro movs alog a cotiuum li spac. b x 9..C Particl i a pottial V=V( x,t ) What would b th limitig cas b 0 of th Hamiltoia quatios if th atoms wr subjctd to a xtral pottial? 17

18 For compariso, lt s tak a look to th Hamiltoia quatios corrspodig to th cas V(x)=0, which was giv i th xprssio (6) ad rproducd blow, da-1 i -W A - + E o A -1 - W A da i - W A -1 + E o A - W A +1 (34) da 1 i -W A + E o A +1 - W A + First, lt s rcall that E o is th rgy of th lctro wh locatd i a isolatd atom.) Wh o xtral voltag is applid, all th atoms ar quivalt; accordigly E o =H ( =1,,3, ) Howvr wh a xtral voltag is applid, th lctro pottial rgy varis from atom to atom (for xampl if a uiform lctric fild wr applid, th a pottial V = - x would b stablishd.) Thus, i th cas of a gral voltag V = V(x) wr applid, th rgy E o of a lctro will b shiftd to E o +V whr V V( x ) da i -W A -1 + ( E o +V )A - W A +1 (35) This is practically th sam Eq. (7); oly th lmts alog th diagoal bcom modifid. Th applicatio of takig th limitig procss b 0 bcoms, th, vry similar. W should obtai, A (x,t) A (x,t) i V ( x,t) A (x, t) t mff x Or, quivaltly ( x,t) ( x,t) V ( x,t) ( x,t) (36) t m x i ff = x x dx = x (x,t) dx 9.3 Th Postulatd Schrodigr Equatio (No-rlativistic particl motio) Th corrct quatum mchaical quatio for th motio of a lctro i fr spac was first discovrd by Schrodigr. 18

19 i (x,t) t (x,t) m x Schrodigr quatio (fr particl) (37) Notic that th Schrodigr quatio is vry similar to th quatio (8) abov. W do ot itd to hav you thik w hav drivd th Schrodigr quatio but oly wish to show you o way of thikig about it. Wh Schrodigr first wrot it dow, h gav a kid of drivatio basd o som huristic argumts ad som brilliat ituitiv gusss. Som of th argumts h usd wr v fals, but that dos ot mattr; th oly importat thig is that th ultimat quatio givs a corrct dscriptio of atur. Th purpos of th discussio i th prvious sctios was to show that: th corrct fudamtal quatum mchaics quatio (37), has th sam form as, th quatio (35 ) obtaid wh cosidrig th limitig cas of a lctro movig alog a li of atoms spacd at discrt stps. This mas that w ca thik of Eq. (37) as dscribig th diffusio of a probability amplitud (x,t) from o poit to th xt alog th li. That is, if a lctro has a crtai amplitud probability to b at o poit, it will, a littl tim latr, hav som amplitud to b at ighborig poits. Tak from Th Fyma Lctur o Physics, Vol III, pag Th diffusio argumt giv abov sprigs from th fact that th Schrodigr quatio (37) looks vry similar to th diffusio quatio D, (th lattr govrig, for t x xampl, th tim volutio of a gas spradig alog a tub.) But, thr is a substatial diffrc btw ths two quatios du to th complx umbr i frot of th tim drivativ of th Schrodigr quatio i : t m x whil th diffusio quatio lads to xpotially dcayig solutios (i.. th dsity tds to a uiform distributio of molculs), i cotrast, i th Schrodigr quatio th imagiary cofficit i frot of th tim drivativ maks th bhavior compltly diffrt. Its solutios ar complx-variabl propagatig wavs. For a particl movig isid a pottial V(x,t) th Schrodigr is, 19

20 i t V ( x,t) m x Schrodigr Equatio (38) This quatio markd a historic momt costitutig th birth of th quatum mchaical dscriptio of mattr. Th grat historical momt markig th birth of th quatum mchaical dscriptio of mattr occurrd wh Schrodigr first wrot dow his quatio i 196. For may yars th itral atomic structur of th mattr had b a grat mystry. No o had b abl to udrstad what hld mattr togthr, why thr was chmical bidig, ad spcially how it could b that atoms could b stabl. (Although Bohr had b abl to giv a dscriptio of th itral motio of a lctro i a hydrog atom which smd to xplai th obsrvd spctrum of light mittd by this atom, th raso that lctros movd this way rmaid a mystry.) Schrodigr s discovry of th propr quatios of motio for lctros o a atomic scal providd a thory from which atomic phoma could b calculatd quatitativly, accuratly ad i ail. Fyma s Lcturs, Vol III, pag Although th rsult (38) is a postulat, w do hav ow som clus about how to itrprt it, basd o th kowldg w acquird by solvig th th particular cas of th dyamics of a lctro i a crystal lattic o APPENDIX 0

21 [Not: It turs out that dscribd by th wavfuctio k ik x = x k givs th liar momtum of th lctro ( i/ )[ E(k) ] t rgardlss of th valu of k. Th abov statmt ca b provd via P ~ k = P ~ { x [ A k ( x, t ) ] } = P ~ ik x { x ( i/ )[ E(k) ] t } = = = i x i x ik x { x ik x { x ik ( i/ )[ E(k) ] t } ( i/ )[ E(k) ] t } = i x = k ik x { x ik ( i/ )[ E(k) ] t } ik x { x ik ( i/ )[ E(k) ] t = k k } Thus, P ~ k = k k Howvr, k ik x = x ( i/ )[ E(k) ] t is ot th most gral wavfuctio dscribig a lctro. Wh a priodic pottial is cosidrd, th wavfuctio ar giv by th Bloch fuctios u(x ) k ik x Bloch= x ( i/ )[ E(k) ] t i k x Notic P ~ k Bloch = k k Bloch + i x So k k Bloch is ot a igstat of P ~ ] u( x ) ( i/ )[ E(k) t x 1

22 k is still th crystal momtum of th lctro, wh this is i th But, statioary stat k Bloch 1 Th Fyma Lcturs, Vol III, Chaptr 13

z 1+ 3 z = Π n =1 z f() z = n e - z = ( 1-z) e z e n z z 1- n = ( 1-z/2) 1+ 2n z e 2n e n -1 ( 1-z )/2 e 2n-1 1-2n -1 1 () z

z 1+ 3 z = Π n =1 z f() z = n e - z = ( 1-z) e z e n z z 1- n = ( 1-z/2) 1+ 2n z e 2n e n -1 ( 1-z )/2 e 2n-1 1-2n -1 1 () z Sris Expasio of Rciprocal of Gamma Fuctio. Fuctios with Itgrs as Roots Fuctio f with gativ itgrs as roots ca b dscribd as follows. f() Howvr, this ifiit product divrgs. That is, such a fuctio caot xist

More information

Session : Plasmas in Equilibrium

Session : Plasmas in Equilibrium Sssio : Plasmas i Equilibrium Ioizatio ad Coductio i a High-prssur Plasma A ormal gas at T < 3000 K is a good lctrical isulator, bcaus thr ar almost o fr lctros i it. For prssurs > 0.1 atm, collisio amog

More information

DTFT Properties. Example - Determine the DTFT Y ( e ) of n. Let. We can therefore write. From Table 3.1, the DTFT of x[n] is given by 1

DTFT Properties. Example - Determine the DTFT Y ( e ) of n. Let. We can therefore write. From Table 3.1, the DTFT of x[n] is given by 1 DTFT Proprtis Exampl - Dtrmi th DTFT Y of y α µ, α < Lt x α µ, α < W ca thrfor writ y x x From Tabl 3., th DTFT of x is giv by ω X ω α ω Copyright, S. K. Mitra Copyright, S. K. Mitra DTFT Proprtis DTFT

More information

1985 AP Calculus BC: Section I

1985 AP Calculus BC: Section I 985 AP Calculus BC: Sctio I 9 Miuts No Calculator Nots: () I this amiatio, l dots th atural logarithm of (that is, logarithm to th bas ). () Ulss othrwis spcifid, th domai of a fuctio f is assumd to b

More information

Discrete Fourier Transform (DFT)

Discrete Fourier Transform (DFT) Discrt Fourir Trasorm DFT Major: All Egirig Majors Authors: Duc guy http://umricalmthods.g.us.du umrical Mthods or STEM udrgraduats 8/3/29 http://umricalmthods.g.us.du Discrt Fourir Trasorm Rcalld th xpotial

More information

Chapter 2 Infinite Series Page 1 of 11. Chapter 2 : Infinite Series

Chapter 2 Infinite Series Page 1 of 11. Chapter 2 : Infinite Series Chatr Ifiit Sris Pag of Sctio F Itgral Tst Chatr : Ifiit Sris By th d of this sctio you will b abl to valuat imror itgrals tst a sris for covrgc by alyig th itgral tst aly th itgral tst to rov th -sris

More information

They must have different numbers of electrons orbiting their nuclei. They must have the same number of neutrons in their nuclei.

They must have different numbers of electrons orbiting their nuclei. They must have the same number of neutrons in their nuclei. 37 1 How may utros ar i a uclus of th uclid l? 20 37 54 2 crtai lmt has svral isotops. Which statmt about ths isotops is corrct? Thy must hav diffrt umbrs of lctros orbitig thir ucli. Thy must hav th sam

More information

Blackbody Radiation. All bodies at a temperature T emit and absorb thermal electromagnetic radiation. How is blackbody radiation absorbed and emitted?

Blackbody Radiation. All bodies at a temperature T emit and absorb thermal electromagnetic radiation. How is blackbody radiation absorbed and emitted? All bodis at a tmpratur T mit ad absorb thrmal lctromagtic radiatio Blackbody radiatio I thrmal quilibrium, th powr mittd quals th powr absorbd How is blackbody radiatio absorbd ad mittd? 1 2 A blackbody

More information

Time Dependent Solutions: Propagators and Representations

Time Dependent Solutions: Propagators and Representations Tim Dpdt Solutios: Propagators ad Rprstatios Michal Fowlr, UVa 1/3/6 Itroductio W v spt most of th cours so far coctratig o th igstats of th amiltoia, stats whos tim dpdc is mrly a chagig phas W did mtio

More information

Physics 2D Lecture Slides Lecture 14: Feb 3 rd 2004

Physics 2D Lecture Slides Lecture 14: Feb 3 rd 2004 Bria Wcht, th TA is back! Pl. giv all rgrad rqusts to him Quiz 4 is This Friday Physics D Lctur Slids Lctur 14: Fb 3 rd 004 Vivk Sharma UCSD Physics Whr ar th lctros isid th atom? Early Thought: Plum puddig

More information

PURE MATHEMATICS A-LEVEL PAPER 1

PURE MATHEMATICS A-LEVEL PAPER 1 -AL P MATH PAPER HONG KONG EXAMINATIONS AUTHORITY HONG KONG ADVANCED LEVEL EXAMINATION PURE MATHEMATICS A-LEVEL PAPER 8 am am ( hours) This papr must b aswrd i Eglish This papr cosists of Sctio A ad Sctio

More information

APPENDIX: STATISTICAL TOOLS

APPENDIX: STATISTICAL TOOLS I. Nots o radom samplig Why do you d to sampl radomly? APPENDI: STATISTICAL TOOLS I ordr to masur som valu o a populatio of orgaisms, you usually caot masur all orgaisms, so you sampl a subst of th populatio.

More information

MONTGOMERY COLLEGE Department of Mathematics Rockville Campus. 6x dx a. b. cos 2x dx ( ) 7. arctan x dx e. cos 2x dx. 2 cos3x dx

MONTGOMERY COLLEGE Department of Mathematics Rockville Campus. 6x dx a. b. cos 2x dx ( ) 7. arctan x dx e. cos 2x dx. 2 cos3x dx MONTGOMERY COLLEGE Dpartmt of Mathmatics Rockvill Campus MATH 8 - REVIEW PROBLEMS. Stat whthr ach of th followig ca b itgratd by partial fractios (PF), itgratio by parts (PI), u-substitutio (U), or o of

More information

Discrete Fourier Transform. Nuno Vasconcelos UCSD

Discrete Fourier Transform. Nuno Vasconcelos UCSD Discrt Fourir Trasform uo Vascoclos UCSD Liar Shift Ivariat (LSI) systms o of th most importat cocpts i liar systms thory is that of a LSI systm Dfiitio: a systm T that maps [ ito y[ is LSI if ad oly if

More information

LECTURE 13 Filling the bands. Occupancy of Available Energy Levels

LECTURE 13 Filling the bands. Occupancy of Available Energy Levels LUR 3 illig th bads Occupacy o Availabl rgy Lvls W hav dtrmid ad a dsity o stats. W also d a way o dtrmiig i a stat is illd or ot at a giv tmpratur. h distributio o th rgis o a larg umbr o particls ad

More information

Option 3. b) xe dx = and therefore the series is convergent. 12 a) Divergent b) Convergent Proof 15 For. p = 1 1so the series diverges.

Option 3. b) xe dx = and therefore the series is convergent. 12 a) Divergent b) Convergent Proof 15 For. p = 1 1so the series diverges. Optio Chaptr Ercis. Covrgs to Covrgs to Covrgs to Divrgs Covrgs to Covrgs to Divrgs 8 Divrgs Covrgs to Covrgs to Divrgs Covrgs to Covrgs to Covrgs to Covrgs to 8 Proof Covrgs to π l 8 l a b Divrgt π Divrgt

More information

H2 Mathematics Arithmetic & Geometric Series ( )

H2 Mathematics Arithmetic & Geometric Series ( ) H Mathmatics Arithmtic & Gomtric Sris (08 09) Basic Mastry Qustios Arithmtic Progrssio ad Sris. Th rth trm of a squc is 4r 7. (i) Stat th first four trms ad th 0th trm. (ii) Show that th squc is a arithmtic

More information

coulombs or esu charge. It s mass is about 1/1837 times the mass of hydrogen atom. Thus mass of electron is

coulombs or esu charge. It s mass is about 1/1837 times the mass of hydrogen atom. Thus mass of electron is 1 ATOMIC STRUCTURE Fudamtal Particls: Mai Fudamtal Particl : (a) Elctro: It is a fudamtal particl of a atom which carris a uit gativ charg. It was discovrd by J.J. Thomso (1897) from th studis carrid out

More information

Solution to 1223 The Evil Warden.

Solution to 1223 The Evil Warden. Solutio to 1 Th Evil Ward. This is o of thos vry rar PoWs (I caot thik of aothr cas) that o o solvd. About 10 of you submittd th basic approach, which givs a probability of 47%. I was shockd wh I foud

More information

Statistics 3858 : Likelihood Ratio for Exponential Distribution

Statistics 3858 : Likelihood Ratio for Exponential Distribution Statistics 3858 : Liklihood Ratio for Expotial Distributio I ths two xampl th rjctio rjctio rgio is of th form {x : 2 log (Λ(x)) > c} for a appropriat costat c. For a siz α tst, usig Thorm 9.5A w obtai

More information

Ideal crystal : Regulary ordered point masses connected via harmonic springs

Ideal crystal : Regulary ordered point masses connected via harmonic springs Statistical thrmodyamics of crystals Mooatomic crystal Idal crystal : Rgulary ordrd poit masss coctd via harmoic sprigs Itratomic itractios Rprstd by th lattic forc-costat quivalt atom positios miima o

More information

A Propagating Wave Packet Group Velocity Dispersion

A Propagating Wave Packet Group Velocity Dispersion Lctur 8 Phys 375 A Propagating Wav Packt Group Vlocity Disprsion Ovrviw and Motivation: In th last lctur w lookd at a localizd solution t) to th 1D fr-particl Schrödingr quation (SE) that corrsponds to

More information

Worksheet: Taylor Series, Lagrange Error Bound ilearnmath.net

Worksheet: Taylor Series, Lagrange Error Bound ilearnmath.net Taylor s Thorm & Lagrag Error Bouds Actual Error This is th ral amout o rror, ot th rror boud (worst cas scario). It is th dirc btw th actual () ad th polyomial. Stps:. Plug -valu ito () to gt a valu.

More information

Digital Signal Processing, Fall 2006

Digital Signal Processing, Fall 2006 Digital Sigal Procssig, Fall 6 Lctur 9: Th Discrt Fourir Trasfor Zhg-Hua Ta Dpartt of Elctroic Systs Aalborg Uivrsity, Dar zt@o.aau.d Digital Sigal Procssig, I, Zhg-Hua Ta, 6 Cours at a glac MM Discrt-ti

More information

Chapter Taylor Theorem Revisited

Chapter Taylor Theorem Revisited Captr 0.07 Taylor Torm Rvisitd Atr radig tis captr, you sould b abl to. udrstad t basics o Taylor s torm,. writ trascdtal ad trigoomtric uctios as Taylor s polyomial,. us Taylor s torm to id t valus o

More information

A Simple Proof that e is Irrational

A Simple Proof that e is Irrational Two of th most bautiful ad sigificat umbrs i mathmatics ar π ad. π (approximatly qual to 3.459) rprsts th ratio of th circumfrc of a circl to its diamtr. (approximatly qual to.788) is th bas of th atural

More information

MILLIKAN OIL DROP EXPERIMENT

MILLIKAN OIL DROP EXPERIMENT 11 Oct 18 Millika.1 MILLIKAN OIL DROP EXPERIMENT This xprimt is dsigd to show th quatizatio of lctric charg ad allow dtrmiatio of th lmtary charg,. As i Millika s origial xprimt, oil drops ar sprayd ito

More information

Chapter 11.00C Physical Problem for Fast Fourier Transform Civil Engineering

Chapter 11.00C Physical Problem for Fast Fourier Transform Civil Engineering haptr. Physical Problm for Fast Fourir Trasform ivil Egirig Itroductio I this chaptr, applicatios of FFT algorithms [-5] for solvig ral-lif problms such as computig th dyamical (displacmt rspos [6-7] of

More information

Probability & Statistics,

Probability & Statistics, Probability & Statistics, BITS Pilai K K Birla Goa Campus Dr. Jajati Kshari Sahoo Dpartmt of Mathmatics BITS Pilai, K K Birla Goa Campus Poisso Distributio Poisso Distributio: A radom variabl X is said

More information

ln x = n e = 20 (nearest integer)

ln x = n e = 20 (nearest integer) H JC Prlim Solutios 6 a + b y a + b / / dy a b 3/ d dy a b at, d Giv quatio of ormal at is y dy ad y wh. d a b () (,) is o th curv a+ b () y.9958 Qustio Solvig () ad (), w hav a, b. Qustio d.77 d d d.77

More information

An Introduction to Asymptotic Expansions

An Introduction to Asymptotic Expansions A Itroductio to Asmptotic Expasios R. Shaar Subramaia Asmptotic xpasios ar usd i aalsis to dscrib th bhavior of a fuctio i a limitig situatio. Wh a fuctio ( x, dpds o a small paramtr, ad th solutio of

More information

Triple Play: From De Morgan to Stirling To Euler to Maclaurin to Stirling

Triple Play: From De Morgan to Stirling To Euler to Maclaurin to Stirling Tripl Play: From D Morga to Stirlig To Eulr to Maclauri to Stirlig Augustus D Morga (186-1871) was a sigificat Victoria Mathmaticia who mad cotributios to Mathmatics History, Mathmatical Rcratios, Mathmatical

More information

Chapter 4 - The Fourier Series

Chapter 4 - The Fourier Series M. J. Robrts - 8/8/4 Chaptr 4 - Th Fourir Sris Slctd Solutios (I this solutio maual, th symbol,, is usd for priodic covolutio bcaus th prfrrd symbol which appars i th txt is ot i th fot slctio of th word

More information

NET/JRF, GATE, IIT JAM, JEST, TIFR

NET/JRF, GATE, IIT JAM, JEST, TIFR Istitut for NET/JRF, GATE, IIT JAM, JEST, TIFR ad GRE i PHYSICAL SCIENCES Mathmatical Physics JEST-6 Q. Giv th coditio φ, th solutio of th quatio ψ φ φ is giv by k. kφ kφ lφ kφ lφ (a) ψ (b) ψ kφ (c) ψ

More information

Class #24 Monday, April 16, φ φ φ

Class #24 Monday, April 16, φ φ φ lass #4 Moday, April 6, 08 haptr 3: Partial Diffrtial Equatios (PDE s First of all, this sctio is vry, vry difficult. But it s also supr cool. PDE s thr is mor tha o idpdt variabl. Exampl: φ φ φ φ = 0

More information

2.29 Numerical Fluid Mechanics Spring 2015 Lecture 12

2.29 Numerical Fluid Mechanics Spring 2015 Lecture 12 REVIEW Lctur 11: Numrical Fluid Mchaics Sprig 2015 Lctur 12 Fiit Diffrcs basd Polyomial approximatios Obtai polyomial (i gral u-qually spacd), th diffrtiat as dd Nwto s itrpolatig polyomial formulas Triagular

More information

5.1 The Nuclear Atom

5.1 The Nuclear Atom Sav My Exams! Th Hom of Rvisio For mor awsom GSE ad lvl rsourcs, visit us at www.savmyxams.co.uk/ 5.1 Th Nuclar tom Qustio Papr Lvl IGSE Subjct Physics (0625) Exam oard Topic Sub Topic ooklt ambridg Itratioal

More information

8(4 m0) ( θ ) ( ) Solutions for HW 8. Chapter 25. Conceptual Questions

8(4 m0) ( θ ) ( ) Solutions for HW 8. Chapter 25. Conceptual Questions Solutios for HW 8 Captr 5 Cocptual Qustios 5.. θ dcrass. As t crystal is coprssd, t spacig d btw t plas of atos dcrass. For t first ordr diffractio =. T Bragg coditio is = d so as d dcrass, ust icras for

More information

Discrete Fourier Transform. Discrete Fourier Transform. Discrete Fourier Transform. Discrete Fourier Transform. Discrete Fourier Transform

Discrete Fourier Transform. Discrete Fourier Transform. Discrete Fourier Transform. Discrete Fourier Transform. Discrete Fourier Transform Discrt Fourir Trasform Dfiitio - T simplst rlatio btw a lt- squc x dfid for ω ad its DTFT X ( ) is ω obtaid by uiformly sampli X ( ) o t ω-axis btw ω < at ω From t dfiitio of t DTFT w tus av X X( ω ) ω

More information

INTRODUCTION TO SAMPLING DISTRIBUTIONS

INTRODUCTION TO SAMPLING DISTRIBUTIONS http://wiki.stat.ucla.du/socr/id.php/socr_courss_2008_thomso_econ261 INTRODUCTION TO SAMPLING DISTRIBUTIONS By Grac Thomso INTRODUCTION TO SAMPLING DISTRIBUTIONS Itro to Samplig 2 I this chaptr w will

More information

(Reference: sections in Silberberg 5 th ed.)

(Reference: sections in Silberberg 5 th ed.) ALE. Atomic Structur Nam HEM K. Marr Tam No. Sctio What is a atom? What is th structur of a atom? Th Modl th structur of a atom (Rfrc: sctios.4 -. i Silbrbrg 5 th d.) Th subatomic articls that chmists

More information

Quasi-Classical States of the Simple Harmonic Oscillator

Quasi-Classical States of the Simple Harmonic Oscillator Quasi-Classical Stats of th Simpl Harmonic Oscillator (Draft Vrsion) Introduction: Why Look for Eignstats of th Annihilation Oprator? Excpt for th ground stat, th corrspondnc btwn th quantum nrgy ignstats

More information

Chapter Five. More Dimensions. is simply the set of all ordered n-tuples of real numbers x = ( x 1

Chapter Five. More Dimensions. is simply the set of all ordered n-tuples of real numbers x = ( x 1 Chatr Fiv Mor Dimsios 51 Th Sac R W ar ow rard to mov o to sacs of dimsio gratr tha thr Ths sacs ar a straightforward gralizatio of our Euclida sac of thr dimsios Lt b a ositiv itgr Th -dimsioal Euclida

More information

Blackbody Radiation. All bodies at a temperature T emit and absorb thermal electromagnetic radiation. How is blackbody radiation absorbed and emitted?

Blackbody Radiation. All bodies at a temperature T emit and absorb thermal electromagnetic radiation. How is blackbody radiation absorbed and emitted? All bodis at a tmpratur T mit ad absorb thrmal lctromagtic radiatio Blackbody radiatio I thrmal quilibrium, th powr mittd quals th powr absorbd How is blackbody radiatio absorbd ad mittd? 1 2 A blackbody

More information

Figure 2-18 Thevenin Equivalent Circuit of a Noisy Resistor

Figure 2-18 Thevenin Equivalent Circuit of a Noisy Resistor .8 NOISE.8. Th Nyquist Nois Thorm W ow wat to tur our atttio to ois. W will start with th basic dfiitio of ois as usd i radar thory ad th discuss ois figur. Th typ of ois of itrst i radar thory is trmd

More information

Chapter (8) Estimation and Confedence Intervals Examples

Chapter (8) Estimation and Confedence Intervals Examples Chaptr (8) Estimatio ad Cofdc Itrvals Exampls Typs of stimatio: i. Poit stimatio: Exampl (1): Cosidr th sampl obsrvatios, 17,3,5,1,18,6,16,10 8 X i i1 17 3 5 118 6 16 10 116 X 14.5 8 8 8 14.5 is a poit

More information

Problem Value Score Earned No/Wrong Rec -3 Total

Problem Value Score Earned No/Wrong Rec -3 Total GEORGIA INSTITUTE OF TECHNOLOGY SCHOOL of ELECTRICAL & COMPUTER ENGINEERING ECE6 Fall Quiz # Writt Eam Novmr, NAME: Solutio Kys GT Usram: LAST FIRST.g., gtiit Rcitatio Sctio: Circl t dat & tim w your Rcitatio

More information

Lectures 9 IIR Systems: First Order System

Lectures 9 IIR Systems: First Order System EE3054 Sigals ad Systms Lcturs 9 IIR Systms: First Ordr Systm Yao Wag Polytchic Uivrsity Som slids icludd ar xtractd from lctur prstatios prpard by McCllla ad Schafr Lics Ifo for SPFirst Slids This work

More information

10. Joint Moments and Joint Characteristic Functions

10. Joint Moments and Joint Characteristic Functions 0 Joit Momts ad Joit Charactristic Fctios Followig sctio 6 i this sctio w shall itrodc varios paramtrs to compactly rprst th iformatio cotaid i th joit pdf of two rvs Giv two rvs ad ad a fctio g x y dfi

More information

Derivation of a Predictor of Combination #1 and the MSE for a Predictor of a Position in Two Stage Sampling with Response Error.

Derivation of a Predictor of Combination #1 and the MSE for a Predictor of a Position in Two Stage Sampling with Response Error. Drivatio of a Prdictor of Cobiatio # ad th SE for a Prdictor of a Positio i Two Stag Saplig with Rspos Error troductio Ed Stak W driv th prdictor ad its SE of a prdictor for a rado fuctio corrspodig to

More information

Partition Functions and Ideal Gases

Partition Functions and Ideal Gases Partitio Fuctios ad Idal Gass PFIG- You v lard about partitio fuctios ad som uss ow w ll xplor tm i mor dpt usig idal moatomic diatomic ad polyatomic gass! for w start rmmbr: Q( N ( N! N Wat ar N ad? W

More information

Part B: Transform Methods. Professor E. Ambikairajah UNSW, Australia

Part B: Transform Methods. Professor E. Ambikairajah UNSW, Australia Part B: Trasform Mthods Chaptr 3: Discrt-Tim Fourir Trasform (DTFT) 3. Discrt Tim Fourir Trasform (DTFT) 3. Proprtis of DTFT 3.3 Discrt Fourir Trasform (DFT) 3.4 Paddig with Zros ad frqucy Rsolutio 3.5

More information

ECE594I Notes set 6: Thermal Noise

ECE594I Notes set 6: Thermal Noise C594I ots, M. odwll, copyrightd C594I Nots st 6: Thrmal Nois Mark odwll Uivrsity of Califoria, ata Barbara rodwll@c.ucsb.du 805-893-344, 805-893-36 fax frcs ad Citatios: C594I ots, M. odwll, copyrightd

More information

Numerov-Cooley Method : 1-D Schr. Eq. Last time: Rydberg, Klein, Rees Method and Long-Range Model G(v), B(v) rotation-vibration constants.

Numerov-Cooley Method : 1-D Schr. Eq. Last time: Rydberg, Klein, Rees Method and Long-Range Model G(v), B(v) rotation-vibration constants. Numrov-Cooly Mthod : 1-D Schr. Eq. Last tim: Rydbrg, Kli, Rs Mthod ad Log-Rag Modl G(v), B(v) rotatio-vibratio costats 9-1 V J (x) pottial rgy curv x = R R Ev,J, v,j, all cocivabl xprimts wp( x, t) = ai

More information

On the approximation of the constant of Napier

On the approximation of the constant of Napier Stud. Uiv. Babş-Bolyai Math. 560, No., 609 64 O th approximatio of th costat of Napir Adri Vrscu Abstract. Startig from som oldr idas of [] ad [6], w show w facts cocrig th approximatio of th costat of

More information

Bipolar Junction Transistors

Bipolar Junction Transistors ipolar Juctio Trasistors ipolar juctio trasistors (JT) ar activ 3-trmial dvics with aras of applicatios: amplifirs, switch tc. high-powr circuits high-spd logic circuits for high-spd computrs. JT structur:

More information

15/03/1439. Lectures on Signals & systems Engineering

15/03/1439. Lectures on Signals & systems Engineering Lcturs o Sigals & syms Egirig Dsigd ad Prd by Dr. Ayma Elshawy Elsfy Dpt. of Syms & Computr Eg. Al-Azhar Uivrsity Email : aymalshawy@yahoo.com A sigal ca b rprd as a liar combiatio of basic sigals. Th

More information

Coupled Pendulums. Two normal modes.

Coupled Pendulums. Two normal modes. Tim Dpndnt Two Stat Problm Coupld Pndulums Wak spring Two normal mods. No friction. No air rsistanc. Prfct Spring Start Swinging Som tim latr - swings with full amplitud. stationary M +n L M +m Elctron

More information

SOLUTIONS TO CHAPTER 2 PROBLEMS

SOLUTIONS TO CHAPTER 2 PROBLEMS SOLUTIONS TO CHAPTER PROBLEMS Problm.1 Th pully of Fig..33 is composd of fiv portios: thr cylidrs (of which two ar idtical) ad two idtical co frustum sgmts. Th mass momt of irtia of a cylidr dfid by a

More information

2617 Mark Scheme June 2005 Mark Scheme 2617 June 2005

2617 Mark Scheme June 2005 Mark Scheme 2617 June 2005 Mark Schm 67 Ju 5 GENERAL INSTRUCTIONS Marks i th mark schm ar plicitly dsigatd as M, A, B, E or G. M marks ("mthod" ar for a attmpt to us a corrct mthod (ot mrly for statig th mthod. A marks ("accuracy"

More information

Periodic Structures. Filter Design by the Image Parameter Method

Periodic Structures. Filter Design by the Image Parameter Method Prioic Structurs a Filtr sig y th mag Paramtr Mtho ECE53: Microwav Circuit sig Pozar Chaptr 8, Sctios 8. & 8. Josh Ottos /4/ Microwav Filtrs (Chaptr Eight) microwav filtr is a two-port twork us to cotrol

More information

Narayana IIT Academy

Narayana IIT Academy INDIA Sc: LT-IIT-SPARK Dat: 9--8 6_P Max.Mars: 86 KEY SHEET PHYSIS A 5 D 6 7 A,B 8 B,D 9 A,B A,,D A,B, A,B B, A,B 5 A 6 D 7 8 A HEMISTRY 9 A B D B B 5 A,B,,D 6 A,,D 7 B,,D 8 A,B,,D 9 A,B, A,B, A,B,,D A,B,

More information

Ordinary Differential Equations

Ordinary Differential Equations Basi Nomlatur MAE 0 all 005 Egirig Aalsis Ltur Nots o: Ordiar Diffrtial Equatios Author: Profssor Albrt Y. Tog Tpist: Sakurako Takahashi Cosidr a gral O. D. E. with t as th idpdt variabl, ad th dpdt variabl.

More information

NEW VERSION OF SZEGED INDEX AND ITS COMPUTATION FOR SOME NANOTUBES

NEW VERSION OF SZEGED INDEX AND ITS COMPUTATION FOR SOME NANOTUBES Digst Joural of Naomatrials ad Biostructurs Vol 4, No, March 009, p 67-76 NEW VERSION OF SZEGED INDEX AND ITS COMPUTATION FOR SOME NANOTUBES A IRANMANESH a*, O KHORMALI b, I NAJAFI KHALILSARAEE c, B SOLEIMANI

More information

Lecture #2: Wave Nature of the Electron and the Internal Structure of an Atom

Lecture #2: Wave Nature of the Electron and the Internal Structure of an Atom 5.61 Fall 013 Lctur # pag 1 Lctur #: Wav Natur of t Elctro ad t Itral Structur of a Atom Last tim: Surpris Ligt as particl 1. Potolctric ffct, spcially KE vs. ν. Ligt as packts of rgy, calld potos, E =

More information

A Review of Complex Arithmetic

A Review of Complex Arithmetic /0/005 Rviw of omplx Arithmti.do /9 A Rviw of omplx Arithmti A omplx valu has both a ral ad imagiary ompot: { } ad Im{ } a R b so that w a xprss this omplx valu as: whr. a + b Just as a ral valu a b xprssd

More information

EE 232 Lightwave Devices Lecture 3: Basic Semiconductor Physics and Optical Processes. Optical Properties of Semiconductors

EE 232 Lightwave Devices Lecture 3: Basic Semiconductor Physics and Optical Processes. Optical Properties of Semiconductors 3 Lightwav Dvics Lctur 3: Basic Smicoductor Physics ad Optical Procsss Istructor: Mig C. Wu Uivrsity of Califoria, Brly lctrical girig ad Computr Scics Dpt. 3 Lctur 3- Optical Proprtis of Smicoductors

More information

Electromagnetic radiation and steady states of hydrogen atom

Electromagnetic radiation and steady states of hydrogen atom Elctromagtic radiatio ad stady stats of hydrog atom Jiaomig Luo Egirig Rsarch Ctr i Biomatrials, Sichua Uivrsity, 9# Wagjiag Road, Chgdu, Chia, 610064 Abstract. Elctromagtic phoma i hydrog atom ar cotrolld

More information

CDS 101: Lecture 5.1 Reachability and State Space Feedback

CDS 101: Lecture 5.1 Reachability and State Space Feedback CDS, Lctur 5. CDS : Lctur 5. Rachability ad Stat Spac Fdback Richard M. Murray 7 Octobr 3 Goals: Di rachability o a cotrol systm Giv tsts or rachability o liar systms ad apply to ampls Dscrib th dsig o

More information

Brief Introduction to Statistical Mechanics

Brief Introduction to Statistical Mechanics Brif Introduction to Statistical Mchanics. Purpos: Ths nots ar intndd to provid a vry quick introduction to Statistical Mchanics. Th fild is of cours far mor vast than could b containd in ths fw pags.

More information

Outline. Ionizing Radiation. Introduction. Ionizing radiation

Outline. Ionizing Radiation. Introduction. Ionizing radiation Outli Ioizig Radiatio Chaptr F.A. Attix, Itroductio to Radiological Physics ad Radiatio Dosimtry Radiological physics ad radiatio dosimtry Typs ad sourcs of ioizig radiatio Dscriptio of ioizig radiatio

More information

Mixed Mode Oscillations as a Mechanism for Pseudo-Plateau Bursting

Mixed Mode Oscillations as a Mechanism for Pseudo-Plateau Bursting Mixd Mod Oscillatios as a Mchaism for Psudo-Platau Burstig Richard Brtram Dpartmt of Mathmatics Florida Stat Uivrsity Tallahass, FL Collaborators ad Support Thodor Vo Marti Wchslbrgr Joël Tabak Uivrsity

More information

Calculus & analytic geometry

Calculus & analytic geometry Calculus & aalytic gomtry B Sc MATHEMATICS Admissio owards IV SEMESTER CORE COURSE UNIVERSITY OF CALICUT SCHOOL OF DISTANCE EDUCATION CALICUT UNIVERSITYPO, MALAPPURAM, KERALA, INDIA 67 65 5 School of Distac

More information

Time : 1 hr. Test Paper 08 Date 04/01/15 Batch - R Marks : 120

Time : 1 hr. Test Paper 08 Date 04/01/15 Batch - R Marks : 120 Tim : hr. Tst Papr 8 D 4//5 Bch - R Marks : SINGLE CORRECT CHOICE TYPE [4, ]. If th compl umbr z sisfis th coditio z 3, th th last valu of z is qual to : z (A) 5/3 (B) 8/3 (C) /3 (D) o of ths 5 4. Th itgral,

More information

ω (argument or phase)

ω (argument or phase) Imagiary uit: i ( i Complx umbr: z x+ i y Cartsia coordiats: x (ral part y (imagiary part Complx cougat: z x i y Absolut valu: r z x + y Polar coordiats: r (absolut valu or modulus ω (argumt or phas x

More information

Ordinary Differential Equations

Ordinary Differential Equations Ordiary Diffrtial Equatio Aftr radig thi chaptr, you hould b abl to:. dfi a ordiary diffrtial quatio,. diffrtiat btw a ordiary ad partial diffrtial quatio, ad. Solv liar ordiary diffrtial quatio with fid

More information

Fourier Transforms and the Wave Equation. Key Mathematics: More Fourier transform theory, especially as applied to solving the wave equation.

Fourier Transforms and the Wave Equation. Key Mathematics: More Fourier transform theory, especially as applied to solving the wave equation. Lur 7 Fourir Transforms and th Wav Euation Ovrviw and Motivation: W first discuss a fw faturs of th Fourir transform (FT), and thn w solv th initial-valu problm for th wav uation using th Fourir transform

More information

ONLINE SUPPLEMENT Optimal Markdown Pricing and Inventory Allocation for Retail Chains with Inventory Dependent Demand

ONLINE SUPPLEMENT Optimal Markdown Pricing and Inventory Allocation for Retail Chains with Inventory Dependent Demand Submittd to Maufacturig & Srvic Opratios Maagmt mauscript MSOM 5-4R2 ONLINE SUPPLEMENT Optimal Markdow Pricig ad Ivtory Allocatio for Rtail Chais with Ivtory Dpdt Dmad Stph A Smith Dpartmt of Opratios

More information

ENGG 1203 Tutorial. Difference Equations. Find the Pole(s) Finding Equations and Poles

ENGG 1203 Tutorial. Difference Equations. Find the Pole(s) Finding Equations and Poles ENGG 03 Tutoial Systms ad Cotol 9 Apil Laig Obctivs Z tasfom Complx pols Fdbac cotol systms Ac: MIT OCW 60, 6003 Diffc Equatios Cosid th systm pstd by th followig diffc quatio y[ ] x[ ] (5y[ ] 3y[ ]) wh

More information

Linear Algebra Existence of the determinant. Expansion according to a row.

Linear Algebra Existence of the determinant. Expansion according to a row. Lir Algbr 2270 1 Existc of th dtrmit. Expsio ccordig to row. W dfi th dtrmit for 1 1 mtrics s dt([]) = (1) It is sy chck tht it stisfis D1)-D3). For y othr w dfi th dtrmit s follows. Assumig th dtrmit

More information

Quantum Mechanics & Spectroscopy Prof. Jason Goodpaster. Problem Set #2 ANSWER KEY (5 questions, 10 points)

Quantum Mechanics & Spectroscopy Prof. Jason Goodpaster. Problem Set #2 ANSWER KEY (5 questions, 10 points) Chm 5 Problm St # ANSWER KEY 5 qustios, poits Qutum Mchics & Spctroscopy Prof. Jso Goodpstr Du ridy, b. 6 S th lst pgs for possibly usful costts, qutios d itgrls. Ths will lso b icludd o our futur ms..

More information

EEO 401 Digital Signal Processing Prof. Mark Fowler

EEO 401 Digital Signal Processing Prof. Mark Fowler EEO 401 Digital Signal Procssing Prof. Mark Fowlr Dtails of th ot St #19 Rading Assignmnt: Sct. 7.1.2, 7.1.3, & 7.2 of Proakis & Manolakis Dfinition of th So Givn signal data points x[n] for n = 0,, -1

More information

CDS 101: Lecture 5.1 Reachability and State Space Feedback

CDS 101: Lecture 5.1 Reachability and State Space Feedback CDS, Lctur 5. CDS : Lctur 5. Rachability ad Stat Spac Fdback Richard M. Murray ad Hido Mabuchi 5 Octobr 4 Goals: Di rachability o a cotrol systm Giv tsts or rachability o liar systms ad apply to ampls

More information

5.80 Small-Molecule Spectroscopy and Dynamics

5.80 Small-Molecule Spectroscopy and Dynamics MIT OpnCoursWar http://ocw.mit.du 5.80 Small-Molcul Spctroscopy and Dynamics Fall 008 For information about citing ths matrials or our Trms of Us, visit: http://ocw.mit.du/trms. Lctur # 3 Supplmnt Contnts

More information

Einstein Equations for Tetrad Fields

Einstein Equations for Tetrad Fields Apiron, Vol 13, No, Octobr 006 6 Einstin Equations for Ttrad Filds Ali Rıza ŞAHİN, R T L Istanbul (Turky) Evry mtric tnsor can b xprssd by th innr product of ttrad filds W prov that Einstin quations for

More information

The Matrix Exponential

The Matrix Exponential Th Matrix Exponntial (with xrciss) by D. Klain Vrsion 207.0.05 Corrctions and commnts ar wlcom. Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix A A k I + A + k!

More information

On the Hamiltonian of a Multi-Electron Atom

On the Hamiltonian of a Multi-Electron Atom On th Hamiltonian of a Multi-Elctron Atom Austn Gronr Drxl Univrsity Philadlphia, PA Octobr 29, 2010 1 Introduction In this papr, w will xhibit th procss of achiving th Hamiltonian for an lctron gas. Making

More information

How many neutrons does this aluminium atom contain? A 13 B 14 C 27 D 40

How many neutrons does this aluminium atom contain? A 13 B 14 C 27 D 40 alumiium atom has a uclo umbr of 7 ad a roto umbr of 3. How may utros dos this alumiium atom cotai? 3 4 7 40 atom of lmt Q cotais 9 lctros, 9 rotos ad 0 utros. What is Q? calcium otassium strotium yttrium

More information

Lecture 37 (Schrödinger Equation) Physics Spring 2018 Douglas Fields

Lecture 37 (Schrödinger Equation) Physics Spring 2018 Douglas Fields Lctur 37 (Schrödingr Equation) Physics 6-01 Spring 018 Douglas Filds Rducd Mass OK, so th Bohr modl of th atom givs nrgy lvls: E n 1 k m n 4 But, this has on problm it was dvlopd assuming th acclration

More information

Restricted Factorial And A Remark On The Reduced Residue Classes

Restricted Factorial And A Remark On The Reduced Residue Classes Applid Mathmatics E-Nots, 162016, 244-250 c ISSN 1607-2510 Availabl fr at mirror sits of http://www.math.thu.du.tw/ am/ Rstrictd Factorial Ad A Rmark O Th Rducd Rsidu Classs Mhdi Hassai Rcivd 26 March

More information

Bohr type models of the atom give a totally incorrect picture of the atom and are of only historical significance.

Bohr type models of the atom give a totally incorrect picture of the atom and are of only historical significance. VISUAL PHYSICS ONLIN BOHR MODL OF TH ATOM Bhr typ mdls f th atm giv a ttally icrrct pictur f th atm ad ar f ly histrical sigificac. Fig.. Bhr s platary mdl f th atm. Hwvr, th Bhr mdls wr a imprtat stp

More information

Response of LTI Systems to Complex Exponentials

Response of LTI Systems to Complex Exponentials 3 Fourir sris coiuous-im Rspos of LI Sysms o Complx Expoials Ouli Cosidr a LI sysm wih h ui impuls rspos Suppos h ipu sigal is a complx xpoial s x s is a complx umbr, xz zis a complx umbr h or h h w will

More information

Review Exercises. 1. Evaluate using the definition of the definite integral as a Riemann Sum. Does the answer represent an area? 2

Review Exercises. 1. Evaluate using the definition of the definite integral as a Riemann Sum. Does the answer represent an area? 2 MATHEMATIS --RE Itgral alculus Marti Huard Witr 9 Rviw Erciss. Evaluat usig th dfiitio of th dfiit itgral as a Rima Sum. Dos th aswr rprst a ara? a ( d b ( d c ( ( d d ( d. Fid f ( usig th Fudamtal Thorm

More information

4. Money cannot be neutral in the short-run the neutrality of money is exclusively a medium run phenomenon.

4. Money cannot be neutral in the short-run the neutrality of money is exclusively a medium run phenomenon. PART I TRUE/FALSE/UNCERTAIN (5 points ach) 1. Lik xpansionary montary policy, xpansionary fiscal policy rturns output in th mdium run to its natural lvl, and incrass prics. Thrfor, fiscal policy is also

More information

STIRLING'S 1 FORMULA AND ITS APPLICATION

STIRLING'S 1 FORMULA AND ITS APPLICATION MAT-KOL (Baja Luka) XXIV ()(08) 57-64 http://wwwimviblorg/dmbl/dmblhtm DOI: 075/МК80057A ISSN 0354-6969 (o) ISSN 986-588 (o) STIRLING'S FORMULA AND ITS APPLICATION Šfkt Arslaagić Sarajvo B&H Abstract:

More information

ECE 340 Lecture 38 : MOS Capacitor I Class Outline:

ECE 340 Lecture 38 : MOS Capacitor I Class Outline: ECE 34 Lctur 38 : MOS Capacitor I Class Outli: Idal MOS Capacitor higs you should ow wh you lav Ky Qustios What ar th diffrt ias rgios i MOS capacitors? What do th lctric fild ad lctrostatic pottial loo

More information

COMPUTER GENERATED HOLOGRAMS Optical Sciences 627 W.J. Dallas (Monday, April 04, 2005, 8:35 AM) PART I: CHAPTER TWO COMB MATH.

COMPUTER GENERATED HOLOGRAMS Optical Sciences 627 W.J. Dallas (Monday, April 04, 2005, 8:35 AM) PART I: CHAPTER TWO COMB MATH. C:\Dallas\0_Courss\03A_OpSci_67\0 Cgh_Book\0_athmaticalPrliminaris\0_0 Combath.doc of 8 COPUTER GENERATED HOLOGRAS Optical Scincs 67 W.J. Dallas (onday, April 04, 005, 8:35 A) PART I: CHAPTER TWO COB ATH

More information

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory Ch. 4 Molcular Raction Dynamics 1. Collision Thory Lctur 16. Diffusion-Controlld Raction 3. Th Matrial Balanc Equation 4. Transition Stat Thory: Th Eyring Equation 5. Transition Stat Thory: Thrmodynamic

More information

The Matrix Exponential

The Matrix Exponential Th Matrix Exponntial (with xrciss) by Dan Klain Vrsion 28928 Corrctions and commnts ar wlcom Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix () A A k I + A + k!

More information

GEOMETRICAL PHENOMENA IN THE PHYSICS OF SUBATOMIC PARTICLES. Eduard N. Klenov* Rostov-on-Don, Russia

GEOMETRICAL PHENOMENA IN THE PHYSICS OF SUBATOMIC PARTICLES. Eduard N. Klenov* Rostov-on-Don, Russia GEOMETRICAL PHENOMENA IN THE PHYSICS OF SUBATOMIC PARTICLES Eduard N. Klnov* Rostov-on-Don, Russia Th articl considrs phnomnal gomtry figurs bing th carrirs of valu spctra for th pairs of th rmaining additiv

More information