17 Phonons and conduction electrons in solids (Hiroshi Matsuoka)

Size: px
Start display at page:

Download "17 Phonons and conduction electrons in solids (Hiroshi Matsuoka)"

Transcription

1 7 Phoos ad coductio electros i solids Hiroshi Matsuoa I this chapter we will discuss a miimal microscopic model for phoos i a solid ad a miimal microscopic model for coductio electros i a simple metal. I both of these models the costituet quatum particles phoos or electros are regarded as o-iteractig idetical particles. We will apply the grad caoical esemble approach developed i Ch.6 to these models to calculate their state variables especially their molar heat capacities at costat volume. More specifically the models we will discuss below are:. The ideal phoo boso gas model for lattice waves i a solid Our mai goal i studyig this model is to calculate its molar heat capacity at costat volume: * 2 4 = 5 R T + T < < # # - R T > > # where R is the uiversal gas costat is the umber of atoms assiged to each crystallie lattice poit e.g. for NaCl = 2 ad is the characteristic temperature for the phoos or the Debye temperature that separates the low-temperature regime from the high-temperature regime for the phoos. As i the ideal phoo gas model is a fuctio of temperature T ad the molar volume v of the solid the Debye temperature must be a fuctio of the molar volume. We will also fid that depeds o the speed of soud w i the solid so that = vw. 2. The free electro fermio gas model for coductio electros i a simple metal Our mai goal i studyig this model is to calculate its molar heat capacity at costat volume: 2 = 2 R T * # T F * + 2R T >> T F T < < T F where T F is the characteristic temperature for the coductio electros or the Fermi temperature that separates the low-temperature regime from the high-temperature regime for the electros. As i the free electro gas model is a fuctio of temperature T ad the molar volume v of the

2 2 metal the Fermi temperature T F must be a fuctio of the molar volume. We will also fid that T F depeds o the mass of electro m so that T F = T F v m. The molar heat capacities for phoos ad electros at low temperatures Note that the heat capacities for the both models approach zero as the temperature is decreased toward the absolute zero temperature which is a cosequece of the third law of thermodyamics as discussed i Sec Note also that at low temperatures the heat capacities for the both models are expressed i uiversal scalig forms: for the phoos we fid = Rg # T p h where g p h is the uiversal scalig fuctio for the phoos g p h x = 2 4 x 5 while for the electros we fid T = Rg e # T F where g e is the uiversal scalig fuctio for the electros g p h x = 2 2 x. At low temperatures these heat capacities thus deped o the temperature quite differetly maily because the phoos are bosos whereas the electros are fermios. To show this differece betwee the phoos ad the electros is our mai goal i this chapter. The molar heat capacities for phoos ad electros at high temperatures At high temperatures both of the heat capacities approach differet costat values R = 6 2R for the phoos ad 2R for the electros. Accordig to the theorem of equipartitio of eergy i 2R for the electros correspods to three terms i the ietic eergy of each electro

3 2 m v 2 = 2 mv 2 x + 2 mv 2 y + 2 mv 2 z. Note that at high temperatures electros behave lie atoms i the moatomic ideal gas model. At T >> each atom i a solid behaves lie a harmoic oscillator so that 6 i R = 6 2R is a sum of ad which correspod to three terms i the ietic eergy of each atom ad three terms i its potetial eergy 2 m 2 r 2 = 2 m 2 x m 2 y m 2 z 2 where r is the displacemet vector for the atom. 7. Oe-particle states of quatum particles The mometum vector ad the wave vector of a quatum particle I this sectio we will show that each oe-particle state of o-iteractig bosos or fermios ca be labeled by a wave vector ad that the eergy eigevalue of the oe-particle state is determied by the wave vector: =. For o-iteractig quatum particles whether bosos or fermios the de Broglie wavelegth of each particle is determied by its mometum vector p through h p = h p where h is the Plac costat. We ca the defie the correspodig wave vector by havig poited i the directio of p ad its magitude directly related to by = 2. The wave vector is the related to its mometum vector p by p =.

4 4 sice p = h = h 2 = where = h 2. The wave vector eigevalues for oe-particle states with the periodic boudary coditio As discussed above the wave vector of oe-particle state is related to its mometum vector p by p =. I quatum mechaics the classical mometum vector p is replaced by a operator p i so that the classical wave vector must be also replaced by the followig operator: = p i. We ca the fid the eigevalues of this wave vector operator for a particle i a cubic box of volume V = L by solvig the followig eigevalue equatio: i r = r together with a boudary coditio for the wave fuctio r. As log as the boudary coditio does ot affect the wave fuctio deep iside the cubic box we ca choose almost ay coditio. I codesed matter physics the most widely used boudary coditio for phoos ad electros is the periodic boudary coditios where r. satisfies = y z L yz # x L z = x z xyl = x y L I other words the wave fuctio taes the same values o each pair of the opposig faces of the cube. This boudary coditio miimizes the effect of the boudary or the surface of the cube o the wave fuctio sice it is equivalet to divide the etire three-dimesioal space ito a

5 5 array of cubes each with volume V = L same way i every cube. The eigestates of the wave vector are the plae waves r = exp i ad to assume that the wave fuctio behaves i the r V ad the correspodig eigevalues are = 2 L x y z = 2 L where each eigestate ad eigevalue are labeled by three itegers or three quatum umbers whose rage icludes both positive ad egative itegers as well as zero. = x y z. = ± ± 2 ±... Note that = is also a eigevalue of the wave vector ad the correspodig eigestate is costat throughout the volume V: = r = V. I the -space all the possible wave vectors form a discrete lattice where each lattice poit is located at a corer of a small cube of volume = # 2 L = 2 V. The itrisic quatum umber: polarizatio idex ad spi Besides the three quatum umbers a quatum particle may have a itrisic quatum umber such as the polarizatio idex for phoos = 2 ad which labels two trasverse polarizatio directios ad oe logitudial polarizatio directio for lattice waves ad the spi quatum umber for electros = ± / 2.

6 6 The eergy eigevalue for a oe-particle state Geerally the eergy eigevalue of a oe-particle state for o-iteractig quatum particles depeds o the wave vector : =.. For quatum particles such as phoos that we observe as waves o the macroscopic level the eergy eigevalue is give by = where is the agular frequecy of the wave ad is related to by what is called the dispersio relatio : =. Note that as approaches zero at the log wave legth limit the agular frequecy ad the eergy eigevalue also goes to zero. 2. For quatum particles such as electros that we observe as particles o the macroscopic level the eergy eigevalue is give by = 2 p 2 2m = 2 2m where m is the mass of each particle. For both phoos i solids ad electros i simple metals the lowest eergy eigevalue for their oe-particle states is set at zero. I other words we set their iteral eergy scales so that their iteral eergies tae the value of zero whe a sigle phoo or electro is foud i the lowest eergy eigestate.

7 7 7.2 The ideal phoo gas model I this sectio we discuss the ideal phoo gas model where phoos are assumed to be o-iteractig quatum particles. The umber of phoos depeds o T ad V: the chemical potetial of a phoo gas is zero The chemical potetial of a phoo gas is idetically zero. Physically it is because phoos are cotiuously created ad destroyed i a solid so that the umber N p h of phoos is ot a idepedet variable ad is rather a fuctio of T ad V of the solid. The Helmholtz free eergy of the phoo gas is the a fuctio of T ad V: F = F TV. O the other had usig the fudametal equatio of thermodyamics du = TdS PdV + µdn p h we fid df = du d TS = TdS PdV + µdn p h = SdT PdV + µdn p h TdS + SdT so that F µ = #N p h T V =. The iteral eergy ad the umber of phoos deped o T ad V As the Helmholtz free eergy depeds oly o T ad V so do all other state variables of the phoo gas. proportioal to the volume: Beig extesive the iteral eergy ad the umber of phoos should be U = Vu T ad N p h = V p h T where u ad p h are the iteral eergy ad the umber of phoos per uit volume ad they deped oly o the temperature. As the volume V is related to the mole umber of the solid by V = v where v is the molar volume of the solid the molar iteral eergy u of the solid due to the phoos is give by u = vu T so that the molar heat capacity at costat volume of the solid is the give by

8 8 = u # T v = v d u. # dt The iteral eergy ad the umber of phoos i the ideal phoo gas model Because µ = the thermodyamic potetial of a phoo gas is idetical to its Helmholtz free eergy: = U TS µn = U TS = F. This implies that the grad caoical esemble theory of the ideal phoo gas is the same as its caoical esemble theory. I fact the Gibbs sum of the ideal phoo gas is othig but its partitio fuctio: p h TV = exp E { # # } = + * [ { }] = Z p h T V 6 = exp / 2 5 = e / = 2 45 =. - exp / + * e / where the factor of is the umber of polarizatios for each. We ca the derive the Helmholtz free eergy of the ideal phoo gas as [ ] F T V = T l Z p h = T l e / # T.. - We ca fid the iteral eergy either by settig the chemical potetial to zero i the expressio derived i Ch.6: e # µ # U = = e # or by usig the Helmholtz free eergy just derived: U = T 2 # F / * - = + T T. V e /. Comparig this expressio for the iteral eergy with

9 9 we fid U = # = # = e # so that we ca fid the average umber of the phoos by N p h = = e #. The eergy eigevalue for the phoo oe-particles state For phoos i a solid at log wavelegths >> a or small waveumbers << 2 a where a is the distace betwee a pair of earest-eighbor atoms iside the solid the dispersio relatio is well approximated by w for << 2 a where w is the speed of soud so that w. for << 2 a Derivatio where = 2f # 2 w f w = w which is valid oly at log wavelegths. As the waveumber icreases away from the log wavelegth limit the dispersio relatio starts to deviate from the liear relatio w obtaied above. As we will see to fid the molar heat capacity at both low ad high temperatures we do ot eed to ow exactly how the dispersio relatio behaves outside the log wavelegth limit.

10 The first Brilloui zoe: the allowed regio for the phoo wave vectors The allowed regio for the wave vectors for the phoos i the -space is actually bouded sice the wavelegth of a phoo caot be less tha the lattice costat a or the distace betwee a pair of earest-eighbor atoms: which implies a. = 2 # 2 a. This bouded regio for is called the first Brilloui zoe whose shape i the -space depeds o the crystallie structure of the atoms i the real space. The maximum phoo eergy ad the characteristic temperature for phoos As the phoo eergy is a smooth fuctio of the wave vector there must be a maximum eergy max for the phoo oe-particle states. The maximum phoo eergy thus sets the phoo eergy scale ad we ca roughly estimate its order-of-magitude as follows. The maximum waveumber max i the first Brilloui zoe must be o the order of a ad the maximum phoo eergy max must be o the order of w max so that m s max ~ w max ~ w a ~ O 4 J# s m * ~ O 2 J J ev /. ~ O 2 ev ~ O 2 J where a ~ O m ad w ~ O m s. A characteristic temperature T p h for the phoos which separates their low-temperature regime from their high-temperature regime ca be the defied by T p h max ~ O #2 J #2 ~ O K. J K I the Debye approximatio of the ideal phoo gas model we will defie a slightly differet characteristic temperature for the phoos called the Debye temperature by

11 w 6# 2 N a V / where the volume per atom V N a is o the order of a so that ~ w # N a V / ~ w a ~ w max ~ T p h. The total umber of the phoo oe-particle states i the first Brilloui zoe At high temperatures N a atoms i the solid must be vibratig fast eough that the atoms behave lie N a three-dimesioal harmoic oscillators which must be described by N a quatum umbers. This implies that the total umber of the allowed phoo oe-particle states must be also N a so that N a = BZ where the summatio is over the wave vectors i the first Brilloui zoe. This equatio becomes useful below whe we discuss the high-temperature behavior of the iteral eergy of the phoo gas. The iteral eergy ad the average umber of phoos As the eergy eigevalue of the phoo oe-particle state depeds o its wave vector = : we ca express the iteral eergy ad the average umber of the phoos as ad U = N p h = e = # BZ BZ f Plac T e = f Plac # T BZ BZ where the summatio is over the wave vectors i the first Brilloui zoe ad we have defied the Plac distributio fuctio or the Bose-Eistei distributio fuctio with µ = by

12 2 f Plac T e #. The Plac distributio fuctio The Plac distributio fuctio is show below as a fuctio of. For << or << T we ca approximate e i the Plac distributio fuctio by + or e # + so that f Plac +# = # = T B # << T whereas for >> or >> T we fid e >> so that f Plac e # >> T. Note that for each phoo oe-particle state whose eergy is much lower tha T its average occupatio umber or the value of the Plac distributio fuctio becomes large as f Plac T T >> but the cotributio to the iteral eergy by all these phoos i this oe-particle state altogether amouts to just T sice f Plac T T which is idepedet of the oe-particle state eergy.

13 The uiversal iteral eergy of the phoo gas at high temperatures ad the Dulog- Petit law Whe the temperature T of the phoo gas is much higher tha max so that T >> max or max << all the phoo oe-particle states iside the first Brilloui zoe have their eergies much lower tha T so that as we foud i the previous sub-sectio we ca approximate the Plac distributio fuctio for each phoo oe-particle state with eergy by f Plac T T ad cosequetly every oe-particle state cotribute a eergy of T to the iteral eergy of the phoo: U = # f Plac T T # = N a T = RT BZ BZ where is the mole umber of the solid ad N a = N Avogadro where is the umber of atoms assiged to each crystallie lattice poit e.g. for NaCl = 2. We have also used N a = BZ The molar iteral eergy at high temperatures the becomes u = U a RT The molar heat capacity at costat volume at high temperatures is the give by = u # T v R which is the Dulog-Petit law we have discussed i Sec Note that this result does ot deped o the specific detail of the dispersio relatio which varies from oe solid to aother ad the Dulog-Petit law is therefore a uiversal property of the ideal phoo gas. The two mai igrediets for this uiversal property are the behavior of the Plac distributio fuctio at phoo eergies much lower tha T ad the presece of the cutoff eergy max. At high temperatures where T >> max the Plac distributio fuctio for all the phoo oe-particle states i the first Brilloui zoe is approximately T >> so that all the phoo oe-particle states below the cutoff eergy are excited ad cotribute to the iteral eergy. Moreover all the phoos i a phoo oe-particle state with eergy together

14 4 cotribute f Plac T of eergy to the iteral eergy. As this eergy due to the phoos i each oe-particle state is idepedet of the phoo eergy the iteral eergy is simply the product of the total umber of the phoo oe-particle states N a ad T. The umber of phoos at high temperatures We ca also calculate the umber of phoos by N p h = # f Plac T B T BZ # T BZ which icreases liearly with the temperature but is ot uiversal because the sum of does deped o the detail of the dispersio relatio. Approximatig the summatio over phoo oe-particle states by a itegral To calculate the iteral eergy ad the average umber of the phoos at low temperatures it is coveiet to approximate the summatio over the wave vector i the equatios for U ad N p h by a itegral. For two eighborig wave vectors that satisfy we fid = 2# L ~ w # # ~ O 8 K + T * = 2 L m s w - T + ~ O/ 4 J s *. / m 2 J K T 2 2 where we have used the expressio for the phoo eergy for the log wavelegths. For temperatures ragig from mk to K we therefore fid # < <. We ca the approximate the summatio over the wave vector i the above equatios for U ad N p h by a itegral as follows. = # # = V d 2 BZ BZ Z where we have used

15 5 so that ad = # 2 L = 2 V U = V d 2 e # = V d Z 2 Z f Plac T N p h = V d 2 e # = V d f Z 2 Plac # T. Z The uiversal temperature depedece of the iteral eergy of the phoo gas at low temperatures ad the T law for the molar heat capacity at costat volume Whe the temperature T of the phoo gas is much lower tha max so that T << max or max >> for phoo eergy that satisfies that satisfy >> T or >> the expoetial factor e becomes so large that the Plac distributio fuctio becomes egligible. Physically oly the oe-particle states with eergy w less tha T cotribute to the iteral eergy. Roughly the umber of these oe-particle states is N p h # T w 4 T = # w = V T 2 2 # w ad o the average each of these oe-particle states cotribute eergy o the order of T to the iteral eergy so that = O U ~ O N p h T 2 2 w V T # 4 T 4. More precisely i the itegral for U we ca itegrate over the etire -space istead of the iside the first Brilloui zoe: U = V d 2 e # V d Z 2 e # Etire space without affectig the value of the itegral. We ca also use the log-wavelegth expressio for the phoo eergy to obtai

16 6 U 2 w V T 4 so that the molar iteral eergy at low temperatures becomes u = U 2 w v T 4 where v is the molar volume of the solid. Derivatio U V d # 2 e # V 4 2 w d Etire space 2 e w = = V 2 2 w * 4 V 2 2 w B T + - d w w = e w + - = 5 4 * 4 2 w V T B 4 V 2 2 w T 4 dq q e q where # dq q = 4 e q 5. The uiversal molar heat capacity at costat volume at low temperatures The molar heat capacity at costat volume at low temperatures is the give by = u # T v v T B B # w * T. Note that the oly quatities i this equatio that are specific to a particular solid are the molar volume v ad the speed of soud w. We also ow that the molar heat capacity should be expressed i uits of the uiversal gas costat R so that we should expect to have the followig scalig form:

17 7 T = Rg# # T p h v w where T p h is the characteristic temperature for the phoos defied earlier by T p h max ~ w # N a V / ad g is a scalig fuctio that assigs a dimesioless umber for a dimesioless umber. Substitutig v = V = VN Avogadro N Avogadro = N Avogadro V N a where N a = N Avogadro ito the above expressio for we ideed fid i the scalig form: v # T B B w V T N a = N Avogadro # w = 22 * 5 R T + w N a V / - /. / which implies that is a uiversal fuctio of T T p h. R T # T. p h I the ext sub-sectio we will defie a characteristic temperature for the phoos called the Debye temperature by w 6# 2 N a V / ~ w N a V / ~ T p h ad express i terms of T as 2# 4 5 R T *

18 8 The umber of phoos ad the iteral eergy at low temperatures The umber of phoos ca be also foud to be N p h = V d 2 e # V d 2 e # V 4 Etire space 2 2 d e w = = BZ V 2 2 w + * V 2 2 w B T 2. d w w - = e w { 2/ } =.22 V 2 2 w T dq q 2 e q 2 w V T B =.66 2 w V T B so that U 2 w V T 4 = 4 # N T = 4 p h B 6.6 N T p h B which implies that the iteral eergy of the phoos is roughly the umber of phoos times the typical value of phoo eergy T. The Debye approximatio I the Debye model for the ideal phoo gas we exted the log-wavelegth expressio for the phoo eergy to the maximum cutoff eergy max which we ow call the Debye eergy D max so that for D = max w. The first Brilloui zoe is the replaced by a sphere of radius D defied by so that D D w N a = = V 2# d = V 4# 2# D+ = V * 2# 2 D BZ D from which we fid D = 6 2 N a # V /

19 9 ad # D = w D = w 6 2 N a V /. We the defie the Debye temperature by # D = w 6 2 N a * V / = w +N 6 2 Avogadro * v / where we have used N a = N Avogadro. Note that depeds o the molar volume v of the solid ad the speed of soud w. To calculate the iteral eergy i terms of it will be coveiet to use the followig expressio for the volume i terms of : so that # V = 6 2 w N a V 2 2 w = 9N a. The iteral eergy of the phoo gas i the Debye model is the give by U V d # 2 e # = V D 4 2 w V d 2 = e w 2 2 w * 4 D +. T - dq q e q. T = 9N a. B T 4 dq q e q = 9/R. Ṭ + * - 4. T dq q e q so that ad u = U = 9R # T = u # T v 4 T * = 9R 4 T. -. # dq q e q + / T dq q * /. e q * # T e / T * which implies that is a uiversal fuctio of T /.

20 2 The umber of the phoos is also give by N p h V d 2 e # = V D V d = e #w 2 2 w * # D. T = 9N a. B T dq q 2 T + = 9N e q a * T dq q 2 e q. T + - dq q 2 e q a At low T T << : by replacig the itegratio iterval T U ad N p h we fid [ ] by [ ] i the itegral for u = U 9R# T # 4 + dq q = - 4 e q * 5 R# T # 4 = u # T v *R T # + # T N p h 9N a * U 4 5 N T T a B # dq q 2 # T + =8 N e q a = 4 * N T p h B b At high T T >> : by usig e q + q i the itegral for U ad N p h we fid u = U 9R# T # 4 # T q + dq = 9R# T + q # * # T 4 = RT = u # T v R the Dulog-Petit law # T N p h 9N a T q 2 # T * dq = 9N + q a 2 # T 2 = 9 2 N # T a U N a T = 2 N p h

Matsubara-Green s Functions

Matsubara-Green s Functions Matsubara-Gree s Fuctios Time Orderig : Cosider the followig operator If H = H the we ca trivially factorise this as, E(s = e s(h+ E(s = e sh e s I geeral this is ot true. However for practical applicatio

More information

There are 7 crystal systems and 14 Bravais lattices in 3 dimensions.

There are 7 crystal systems and 14 Bravais lattices in 3 dimensions. EXAM IN OURSE TFY40 Solid State Physics Moday 0. May 0 Time: 9.00.00 DRAFT OF SOLUTION Problem (0%) Itroductory Questios a) () Primitive uit cell: The miimum volume cell which will fill all space (without

More information

PHY4905: Nearly-Free Electron Model (NFE)

PHY4905: Nearly-Free Electron Model (NFE) PHY4905: Nearly-Free Electro Model (NFE) D. L. Maslov Departmet of Physics, Uiversity of Florida (Dated: Jauary 12, 2011) 1 I. REMINDER: QUANTUM MECHANICAL PERTURBATION THEORY A. No-degeerate eigestates

More information

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 +

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + 62. Power series Defiitio 16. (Power series) Give a sequece {c }, the series c x = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + is called a power series i the variable x. The umbers c are called the coefficiets of

More information

AIT. Blackbody Radiation IAAT

AIT. Blackbody Radiation IAAT 3 1 Blackbody Radiatio Itroductio 3 2 First radiatio process to look at: radiatio i thermal equilibrium with itself: blackbody radiatio Assumptios: 1. Photos are Bosos, i.e., more tha oe photo per phase

More information

Probability, Expectation Value and Uncertainty

Probability, Expectation Value and Uncertainty Chapter 1 Probability, Expectatio Value ad Ucertaity We have see that the physically observable properties of a quatum system are represeted by Hermitea operators (also referred to as observables ) such

More information

Math 113, Calculus II Winter 2007 Final Exam Solutions

Math 113, Calculus II Winter 2007 Final Exam Solutions Math, Calculus II Witer 7 Fial Exam Solutios (5 poits) Use the limit defiitio of the defiite itegral ad the sum formulas to compute x x + dx The check your aswer usig the Evaluatio Theorem Solutio: I this

More information

PHYS-3301 Lecture 10. Wave Packet Envelope Wave Properties of Matter and Quantum Mechanics I CHAPTER 5. Announcement. Sep.

PHYS-3301 Lecture 10. Wave Packet Envelope Wave Properties of Matter and Quantum Mechanics I CHAPTER 5. Announcement. Sep. Aoucemet Course webpage http://www.phys.ttu.edu/~slee/3301/ PHYS-3301 Lecture 10 HW3 (due 10/4) Chapter 5 4, 8, 11, 15, 22, 27, 36, 40, 42 Sep. 27, 2018 Exam 1 (10/4) Chapters 3, 4, & 5 CHAPTER 5 Wave

More information

Physics 324, Fall Dirac Notation. These notes were produced by David Kaplan for Phys. 324 in Autumn 2001.

Physics 324, Fall Dirac Notation. These notes were produced by David Kaplan for Phys. 324 in Autumn 2001. Physics 324, Fall 2002 Dirac Notatio These otes were produced by David Kapla for Phys. 324 i Autum 2001. 1 Vectors 1.1 Ier product Recall from liear algebra: we ca represet a vector V as a colum vector;

More information

The z-transform. 7.1 Introduction. 7.2 The z-transform Derivation of the z-transform: x[n] = z n LTI system, h[n] z = re j

The z-transform. 7.1 Introduction. 7.2 The z-transform Derivation of the z-transform: x[n] = z n LTI system, h[n] z = re j The -Trasform 7. Itroductio Geeralie the complex siusoidal represetatio offered by DTFT to a represetatio of complex expoetial sigals. Obtai more geeral characteristics for discrete-time LTI systems. 7.

More information

PHYC - 505: Statistical Mechanics Homework Assignment 4 Solutions

PHYC - 505: Statistical Mechanics Homework Assignment 4 Solutions PHYC - 55: Statistical Mechaics Homewor Assigmet 4 Solutios Due February 5, 14 1. Cosider a ifiite classical chai of idetical masses coupled by earest eighbor sprigs with idetical sprig costats. a Write

More information

Chapter 7 z-transform

Chapter 7 z-transform Chapter 7 -Trasform Itroductio Trasform Uilateral Trasform Properties Uilateral Trasform Iversio of Uilateral Trasform Determiig the Frequecy Respose from Poles ad Zeros Itroductio Role i Discrete-Time

More information

Kinetics of Complex Reactions

Kinetics of Complex Reactions Kietics of Complex Reactios by Flick Colema Departmet of Chemistry Wellesley College Wellesley MA 28 wcolema@wellesley.edu Copyright Flick Colema 996. All rights reserved. You are welcome to use this documet

More information

Lecture 9: Diffusion, Electrostatics review, and Capacitors. Context

Lecture 9: Diffusion, Electrostatics review, and Capacitors. Context EECS 5 Sprig 4, Lecture 9 Lecture 9: Diffusio, Electrostatics review, ad Capacitors EECS 5 Sprig 4, Lecture 9 Cotext I the last lecture, we looked at the carriers i a eutral semicoductor, ad drift currets

More information

Exercises and Problems

Exercises and Problems HW Chapter 4: Oe-Dimesioal Quatum Mechaics Coceptual Questios 4.. Five. 4.4.. is idepedet of. a b c mu ( E). a b m( ev 5 ev) c m(6 ev ev) Exercises ad Problems 4.. Model: Model the electro as a particle

More information

TR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT

TR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT TR/46 OCTOBER 974 THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION by A. TALBOT .. Itroductio. A problem i approximatio theory o which I have recetly worked [] required for its solutio a proof that the

More information

Chapter 7: The z-transform. Chih-Wei Liu

Chapter 7: The z-transform. Chih-Wei Liu Chapter 7: The -Trasform Chih-Wei Liu Outlie Itroductio The -Trasform Properties of the Regio of Covergece Properties of the -Trasform Iversio of the -Trasform The Trasfer Fuctio Causality ad Stability

More information

True Nature of Potential Energy of a Hydrogen Atom

True Nature of Potential Energy of a Hydrogen Atom True Nature of Potetial Eergy of a Hydroge Atom Koshu Suto Key words: Bohr Radius, Potetial Eergy, Rest Mass Eergy, Classical Electro Radius PACS codes: 365Sq, 365-w, 33+p Abstract I cosiderig the potetial

More information

University of Washington Department of Chemistry Chemistry 453 Winter Quarter 2015

University of Washington Department of Chemistry Chemistry 453 Winter Quarter 2015 Uiversity of Wasigto Departmet of Cemistry Cemistry 453 Witer Quarter 15 Lecture 14. /11/15 Recommeded Text Readig: Atkis DePaula: 9.1, 9., 9.3 A. Te Equipartitio Priciple & Eergy Quatizatio Te Equipartio

More information

Lecture 6. Semiconductor physics IV. The Semiconductor in Equilibrium

Lecture 6. Semiconductor physics IV. The Semiconductor in Equilibrium Lecture 6 Semicoductor physics IV The Semicoductor i Equilibrium Equilibrium, or thermal equilibrium No exteral forces such as voltages, electric fields. Magetic fields, or temperature gradiets are actig

More information

The Born-Oppenheimer approximation

The Born-Oppenheimer approximation The Bor-Oppeheimer approximatio 1 Re-writig the Schrödiger equatio We will begi from the full time-idepedet Schrödiger equatio for the eigestates of a molecular system: [ P 2 + ( Pm 2 + e2 1 1 2m 2m m

More information

Vibrational Spectroscopy 1

Vibrational Spectroscopy 1 Applied Spectroscopy Vibratioal Spectroscopy Recommeded Readig: Bawell ad McCash Chapter 3 Atkis Physical Chemistry Chapter 6 Itroductio What is it? Vibratioal spectroscopy detects trasitios betwee the

More information

EECS564 Estimation, Filtering, and Detection Hwk 2 Solns. Winter p θ (z) = (2θz + 1 θ), 0 z 1

EECS564 Estimation, Filtering, and Detection Hwk 2 Solns. Winter p θ (z) = (2θz + 1 θ), 0 z 1 EECS564 Estimatio, Filterig, ad Detectio Hwk 2 Sols. Witer 25 4. Let Z be a sigle observatio havig desity fuctio where. p (z) = (2z + ), z (a) Assumig that is a oradom parameter, fid ad plot the maximum

More information

Polynomial Functions and Their Graphs

Polynomial Functions and Their Graphs Polyomial Fuctios ad Their Graphs I this sectio we begi the study of fuctios defied by polyomial expressios. Polyomial ad ratioal fuctios are the most commo fuctios used to model data, ad are used extesively

More information

1. Hydrogen Atom: 3p State

1. Hydrogen Atom: 3p State 7633A QUANTUM MECHANICS I - solutio set - autum. Hydroge Atom: 3p State Let us assume that a hydroge atom is i a 3p state. Show that the radial part of its wave fuctio is r u 3(r) = 4 8 6 e r 3 r(6 r).

More information

3. Z Transform. Recall that the Fourier transform (FT) of a DT signal xn [ ] is ( ) [ ] = In order for the FT to exist in the finite magnitude sense,

3. Z Transform. Recall that the Fourier transform (FT) of a DT signal xn [ ] is ( ) [ ] = In order for the FT to exist in the finite magnitude sense, 3. Z Trasform Referece: Etire Chapter 3 of text. Recall that the Fourier trasform (FT) of a DT sigal x [ ] is ω ( ) [ ] X e = j jω k = xe I order for the FT to exist i the fiite magitude sese, S = x [

More information

The time evolution of the state of a quantum system is described by the time-dependent Schrödinger equation (TDSE): ( ) ( ) 2m "2 + V ( r,t) (1.

The time evolution of the state of a quantum system is described by the time-dependent Schrödinger equation (TDSE): ( ) ( ) 2m 2 + V ( r,t) (1. Adrei Tokmakoff, MIT Departmet of Chemistry, 2/13/2007 1-1 574 TIME-DEPENDENT QUANTUM MECHANICS 1 INTRODUCTION 11 Time-evolutio for time-idepedet Hamiltoias The time evolutio of the state of a quatum system

More information

Name Solutions to Test 2 October 14, 2015

Name Solutions to Test 2 October 14, 2015 Name Solutios to Test October 4, 05 This test cosists of three parts. Please ote that i parts II ad III, you ca skip oe questio of those offered. The equatios below may be helpful with some problems. Costats

More information

6.3 Testing Series With Positive Terms

6.3 Testing Series With Positive Terms 6.3. TESTING SERIES WITH POSITIVE TERMS 307 6.3 Testig Series With Positive Terms 6.3. Review of what is kow up to ow I theory, testig a series a i for covergece amouts to fidig the i= sequece of partial

More information

Chapter 5 Vibrational Motion

Chapter 5 Vibrational Motion Fall 4 Chapter 5 Vibratioal Motio... 65 Potetial Eergy Surfaces, Rotatios ad Vibratios... 65 Harmoic Oscillator... 67 Geeral Solutio for H.O.: Operator Techique... 68 Vibratioal Selectio Rules... 7 Polyatomic

More information

Similarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle

Similarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle Similarity betwee quatum mechaics ad thermodyamics: Etropy, temperature, ad Carot cycle Sumiyoshi Abe 1,,3 ad Shiji Okuyama 1 1 Departmet of Physical Egieerig, Mie Uiversity, Mie 514-8507, Japa Istitut

More information

Math 312 Lecture Notes One Dimensional Maps

Math 312 Lecture Notes One Dimensional Maps Math 312 Lecture Notes Oe Dimesioal Maps Warre Weckesser Departmet of Mathematics Colgate Uiversity 21-23 February 25 A Example We begi with the simplest model of populatio growth. Suppose, for example,

More information

SOLUTIONS: ECE 606 Homework Week 7 Mark Lundstrom Purdue University (revised 3/27/13) e E i E T

SOLUTIONS: ECE 606 Homework Week 7 Mark Lundstrom Purdue University (revised 3/27/13) e E i E T SOUIONS: ECE 606 Homework Week 7 Mark udstrom Purdue Uiversity (revised 3/27/13) 1) Cosider a - type semicoductor for which the oly states i the badgap are door levels (i.e. ( E = E D ). Begi with the

More information

Basics of Probability Theory (for Theory of Computation courses)

Basics of Probability Theory (for Theory of Computation courses) Basics of Probability Theory (for Theory of Computatio courses) Oded Goldreich Departmet of Computer Sciece Weizma Istitute of Sciece Rehovot, Israel. oded.goldreich@weizma.ac.il November 24, 2008 Preface.

More information

CHAPTER 10 INFINITE SEQUENCES AND SERIES

CHAPTER 10 INFINITE SEQUENCES AND SERIES CHAPTER 10 INFINITE SEQUENCES AND SERIES 10.1 Sequeces 10.2 Ifiite Series 10.3 The Itegral Tests 10.4 Compariso Tests 10.5 The Ratio ad Root Tests 10.6 Alteratig Series: Absolute ad Coditioal Covergece

More information

f(x) dx as we do. 2x dx x also diverges. Solution: We compute 2x dx lim

f(x) dx as we do. 2x dx x also diverges. Solution: We compute 2x dx lim Math 3, Sectio 2. (25 poits) Why we defie f(x) dx as we do. (a) Show that the improper itegral diverges. Hece the improper itegral x 2 + x 2 + b also diverges. Solutio: We compute x 2 + = lim b x 2 + =

More information

The picture in figure 1.1 helps us to see that the area represents the distance traveled. Figure 1: Area represents distance travelled

The picture in figure 1.1 helps us to see that the area represents the distance traveled. Figure 1: Area represents distance travelled 1 Lecture : Area Area ad distace traveled Approximatig area by rectagles Summatio The area uder a parabola 1.1 Area ad distace Suppose we have the followig iformatio about the velocity of a particle, how

More information

10-701/ Machine Learning Mid-term Exam Solution

10-701/ Machine Learning Mid-term Exam Solution 0-70/5-78 Machie Learig Mid-term Exam Solutio Your Name: Your Adrew ID: True or False (Give oe setece explaatio) (20%). (F) For a cotiuous radom variable x ad its probability distributio fuctio p(x), it

More information

TEACHER CERTIFICATION STUDY GUIDE

TEACHER CERTIFICATION STUDY GUIDE COMPETENCY 1. ALGEBRA SKILL 1.1 1.1a. ALGEBRAIC STRUCTURES Kow why the real ad complex umbers are each a field, ad that particular rigs are ot fields (e.g., itegers, polyomial rigs, matrix rigs) Algebra

More information

Fluid Physics 8.292J/12.330J % (1)

Fluid Physics 8.292J/12.330J % (1) Fluid Physics 89J/133J Problem Set 5 Solutios 1 Cosider the flow of a Euler fluid i the x directio give by for y > d U = U y 1 d for y d U + y 1 d for y < This flow does ot vary i x or i z Determie the

More information

Monte Carlo Integration

Monte Carlo Integration Mote Carlo Itegratio I these otes we first review basic umerical itegratio methods (usig Riema approximatio ad the trapezoidal rule) ad their limitatios for evaluatig multidimesioal itegrals. Next we itroduce

More information

Problem Cosider the curve give parametrically as x = si t ad y = + cos t for» t» ß: (a) Describe the path this traverses: Where does it start (whe t =

Problem Cosider the curve give parametrically as x = si t ad y = + cos t for» t» ß: (a) Describe the path this traverses: Where does it start (whe t = Mathematics Summer Wilso Fial Exam August 8, ANSWERS Problem 1 (a) Fid the solutio to y +x y = e x x that satisfies y() = 5 : This is already i the form we used for a first order liear differetial equatio,

More information

Quantum Annealing for Heisenberg Spin Chains

Quantum Annealing for Heisenberg Spin Chains LA-UR # - Quatum Aealig for Heiseberg Spi Chais G.P. Berma, V.N. Gorshkov,, ad V.I.Tsifriovich Theoretical Divisio, Los Alamos Natioal Laboratory, Los Alamos, NM Istitute of Physics, Natioal Academy of

More information

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer.

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer. 6 Itegers Modulo I Example 2.3(e), we have defied the cogruece of two itegers a,b with respect to a modulus. Let us recall that a b (mod ) meas a b. We have proved that cogruece is a equivalece relatio

More information

Chapter 10: Power Series

Chapter 10: Power Series Chapter : Power Series 57 Chapter Overview: Power Series The reaso series are part of a Calculus course is that there are fuctios which caot be itegrated. All power series, though, ca be itegrated because

More information

The Heisenberg versus the Schrödinger picture in quantum field theory. Dan Solomon Rauland-Borg Corporation 3450 W. Oakton Skokie, IL USA

The Heisenberg versus the Schrödinger picture in quantum field theory. Dan Solomon Rauland-Borg Corporation 3450 W. Oakton Skokie, IL USA 1 The Heiseberg versus the chrödiger picture i quatum field theory by Da olomo Raulad-Borg Corporatio 345 W. Oakto kokie, IL 677 UA Phoe: 847-324-8337 Email: da.solomo@raulad.com PAC 11.1-z March 15, 24

More information

Limitation of Applicability of Einstein s. Energy-Momentum Relationship

Limitation of Applicability of Einstein s. Energy-Momentum Relationship Limitatio of Applicability of Eistei s Eergy-Mometum Relatioship Koshu Suto Koshu_suto19@mbr.ifty.com Abstract Whe a particle moves through macroscopic space, for a isolated system, as its velocity icreases,

More information

MATH 10550, EXAM 3 SOLUTIONS

MATH 10550, EXAM 3 SOLUTIONS MATH 155, EXAM 3 SOLUTIONS 1. I fidig a approximate solutio to the equatio x 3 +x 4 = usig Newto s method with iitial approximatio x 1 = 1, what is x? Solutio. Recall that x +1 = x f(x ) f (x ). Hece,

More information

Chapter 4. Fourier Series

Chapter 4. Fourier Series Chapter 4. Fourier Series At this poit we are ready to ow cosider the caoical equatios. Cosider, for eample the heat equatio u t = u, < (4.) subject to u(, ) = si, u(, t) = u(, t) =. (4.) Here,

More information

Physics 232 Gauge invariance of the magnetic susceptibilty

Physics 232 Gauge invariance of the magnetic susceptibilty Physics 232 Gauge ivariace of the magetic susceptibilty Peter Youg (Dated: Jauary 16, 2006) I. INTRODUCTION We have see i class that the followig additioal terms appear i the Hamiltoia o addig a magetic

More information

Addition: Property Name Property Description Examples. a+b = b+a. a+(b+c) = (a+b)+c

Addition: Property Name Property Description Examples. a+b = b+a. a+(b+c) = (a+b)+c Notes for March 31 Fields: A field is a set of umbers with two (biary) operatios (usually called additio [+] ad multiplicatio [ ]) such that the followig properties hold: Additio: Name Descriptio Commutativity

More information

1 Approximating Integrals using Taylor Polynomials

1 Approximating Integrals using Taylor Polynomials Seughee Ye Ma 8: Week 7 Nov Week 7 Summary This week, we will lear how we ca approximate itegrals usig Taylor series ad umerical methods. Topics Page Approximatig Itegrals usig Taylor Polyomials. Defiitios................................................

More information

SECTION 2 Electrostatics

SECTION 2 Electrostatics SECTION Electrostatics This sectio, based o Chapter of Griffiths, covers effects of electric fields ad forces i static (timeidepedet) situatios. The topics are: Electric field Gauss s Law Electric potetial

More information

MAT1026 Calculus II Basic Convergence Tests for Series

MAT1026 Calculus II Basic Convergence Tests for Series MAT026 Calculus II Basic Covergece Tests for Series Egi MERMUT 202.03.08 Dokuz Eylül Uiversity Faculty of Sciece Departmet of Mathematics İzmir/TURKEY Cotets Mootoe Covergece Theorem 2 2 Series of Real

More information

Semiconductor Statistical Mechanics (Read Kittel Ch. 8)

Semiconductor Statistical Mechanics (Read Kittel Ch. 8) EE30 - Solid State Electroics Semicoductor Statistical Mechaics (Read Kittel Ch. 8) Coductio bad occupatio desity: f( E)gE ( ) de f(e) - occupatio probability - Fermi-Dirac fuctio: g(e) - desity of states

More information

18.01 Calculus Jason Starr Fall 2005

18.01 Calculus Jason Starr Fall 2005 Lecture 18. October 5, 005 Homework. Problem Set 5 Part I: (c). Practice Problems. Course Reader: 3G 1, 3G, 3G 4, 3G 5. 1. Approximatig Riema itegrals. Ofte, there is o simpler expressio for the atiderivative

More information

The Riemann Zeta Function

The Riemann Zeta Function Physics 6A Witer 6 The Riema Zeta Fuctio I this ote, I will sketch some of the mai properties of the Riema zeta fuctio, ζ(x). For x >, we defie ζ(x) =, x >. () x = For x, this sum diverges. However, we

More information

Lattice vibrations - phonons

Lattice vibrations - phonons Lattice vibratios - phoos So far, we have assumed that the ios are fixed at their equilibrium positios, ad we focussed o uderstadig the motio of the electros i the static periodic potetial created by the

More information

Math 2784 (or 2794W) University of Connecticut

Math 2784 (or 2794W) University of Connecticut ORDERS OF GROWTH PAT SMITH Math 2784 (or 2794W) Uiversity of Coecticut Date: Mar. 2, 22. ORDERS OF GROWTH. Itroductio Gaiig a ituitive feel for the relative growth of fuctios is importat if you really

More information

is also known as the general term of the sequence

is also known as the general term of the sequence Lesso : Sequeces ad Series Outlie Objectives: I ca determie whether a sequece has a patter. I ca determie whether a sequece ca be geeralized to fid a formula for the geeral term i the sequece. I ca determie

More information

3. Magnetism. = e2. = erg = 2 Ry = 27.2 ev. E 0 = me4 H = p p e c A( r), (3.1) B = (0, 0, B), A = 1 2 ( B r) = 1 ( By, Bx, 0) = p 2 e (

3. Magnetism. = e2. = erg = 2 Ry = 27.2 ev. E 0 = me4 H = p p e c A( r), (3.1) B = (0, 0, B), A = 1 2 ( B r) = 1 ( By, Bx, 0) = p 2 e ( The eergy scale is give i 3 Magetism E 0 = me4 h = e a 0 = 043 10 10 erg = Ry = 7 ev 31 Couplig of matter to a magetic field: Diamagetism ad paramagetism A exteral magetic field ca couple to matter ad

More information

n=0 We cannot compute this exactly, but we know [the maximum term approximation ]

n=0 We cannot compute this exactly, but we know [the maximum term approximation ] Homework 5 5.1 [Explicit esemble equivalece for the Frekel defects] The caoical partitio fuctio for Frekel defects reads ZT ) = mi{n,m} = N ) ) M e βɛ. HW5.1) We caot compute this exactly, but we kow [the

More information

Wave Motion

Wave Motion Wave Motio Wave ad Wave motio: Wave is a carrier of eergy Wave is a form of disturbace which travels through a material medium due to the repeated periodic motio of the particles of the medium about their

More information

Shannon s noiseless coding theorem

Shannon s noiseless coding theorem 18.310 lecture otes May 4, 2015 Shao s oiseless codig theorem Lecturer: Michel Goemas I these otes we discuss Shao s oiseless codig theorem, which is oe of the foudig results of the field of iformatio

More information

The Growth of Functions. Theoretical Supplement

The Growth of Functions. Theoretical Supplement The Growth of Fuctios Theoretical Supplemet The Triagle Iequality The triagle iequality is a algebraic tool that is ofte useful i maipulatig absolute values of fuctios. The triagle iequality says that

More information

PHYSICS 116A Homework 2 Solutions

PHYSICS 116A Homework 2 Solutions PHYSICS 6A Homework 2 Solutios I. [optioal] Boas, Ch., 6, Qu. 30 (proof of the ratio test). Just follow the hits. If ρ, the ratio of succcessive terms for is less tha, the hits show that the terms of the

More information

Section 1.1. Calculus: Areas And Tangents. Difference Equations to Differential Equations

Section 1.1. Calculus: Areas And Tangents. Difference Equations to Differential Equations Differece Equatios to Differetial Equatios Sectio. Calculus: Areas Ad Tagets The study of calculus begis with questios about chage. What happes to the velocity of a swigig pedulum as its positio chages?

More information

Z ß cos x + si x R du We start with the substitutio u = si(x), so du = cos(x). The itegral becomes but +u we should chage the limits to go with the ew

Z ß cos x + si x R du We start with the substitutio u = si(x), so du = cos(x). The itegral becomes but +u we should chage the limits to go with the ew Problem ( poits) Evaluate the itegrals Z p x 9 x We ca draw a right triagle labeled this way x p x 9 From this we ca read off x = sec, so = sec ta, ad p x 9 = R ta. Puttig those pieces ito the itegralrwe

More information

Mark Lundstrom Spring SOLUTIONS: ECE 305 Homework: Week 5. Mark Lundstrom Purdue University

Mark Lundstrom Spring SOLUTIONS: ECE 305 Homework: Week 5. Mark Lundstrom Purdue University Mark udstrom Sprig 2015 SOUTIONS: ECE 305 Homework: Week 5 Mark udstrom Purdue Uiversity The followig problems cocer the Miority Carrier Diffusio Equatio (MCDE) for electros: Δ t = D Δ + G For all the

More information

PAPER : IIT-JAM 2010

PAPER : IIT-JAM 2010 MATHEMATICS-MA (CODE A) Q.-Q.5: Oly oe optio is correct for each questio. Each questio carries (+6) marks for correct aswer ad ( ) marks for icorrect aswer.. Which of the followig coditios does NOT esure

More information

n 3 ln n n ln n is convergent by p-series for p = 2 > 1. n2 Therefore we can apply Limit Comparison Test to determine lutely convergent.

n 3 ln n n ln n is convergent by p-series for p = 2 > 1. n2 Therefore we can apply Limit Comparison Test to determine lutely convergent. 06 微甲 0-04 06-0 班期中考解答和評分標準. ( poits) Determie whether the series is absolutely coverget, coditioally coverget, or diverget. Please state the tests which you use. (a) ( poits) (b) ( poits) (c) ( poits)

More information

Lecture 6 Chi Square Distribution (χ 2 ) and Least Squares Fitting

Lecture 6 Chi Square Distribution (χ 2 ) and Least Squares Fitting Lecture 6 Chi Square Distributio (χ ) ad Least Squares Fittig Chi Square Distributio (χ ) Suppose: We have a set of measuremets {x 1, x, x }. We kow the true value of each x i (x t1, x t, x t ). We would

More information

DETERMINATION OF MECHANICAL PROPERTIES OF A NON- UNIFORM BEAM USING THE MEASUREMENT OF THE EXCITED LONGITUDINAL ELASTIC VIBRATIONS.

DETERMINATION OF MECHANICAL PROPERTIES OF A NON- UNIFORM BEAM USING THE MEASUREMENT OF THE EXCITED LONGITUDINAL ELASTIC VIBRATIONS. ICSV4 Cairs Australia 9- July 7 DTRMINATION OF MCHANICAL PROPRTIS OF A NON- UNIFORM BAM USING TH MASURMNT OF TH XCITD LONGITUDINAL LASTIC VIBRATIONS Pavel Aokhi ad Vladimir Gordo Departmet of the mathematics

More information

Lecture 8: Solving the Heat, Laplace and Wave equations using finite difference methods

Lecture 8: Solving the Heat, Laplace and Wave equations using finite difference methods Itroductory lecture otes o Partial Differetial Equatios - c Athoy Peirce. Not to be copied, used, or revised without explicit writte permissio from the copyright ower. 1 Lecture 8: Solvig the Heat, Laplace

More information

3.2 Properties of Division 3.3 Zeros of Polynomials 3.4 Complex and Rational Zeros of Polynomials

3.2 Properties of Division 3.3 Zeros of Polynomials 3.4 Complex and Rational Zeros of Polynomials Math 60 www.timetodare.com 3. Properties of Divisio 3.3 Zeros of Polyomials 3.4 Complex ad Ratioal Zeros of Polyomials I these sectios we will study polyomials algebraically. Most of our work will be cocered

More information

Hydrogen (atoms, molecules) in external fields. Static electric and magnetic fields Oscyllating electromagnetic fields

Hydrogen (atoms, molecules) in external fields. Static electric and magnetic fields Oscyllating electromagnetic fields Hydroge (atoms, molecules) i exteral fields Static electric ad magetic fields Oscyllatig electromagetic fields Everythig said up to ow has to be modified more or less strogly if we cosider atoms (ad ios)

More information

3. Magnetism. p e ca (3.3) H = B = (0, 0, B), p p e c A( r), (3.1) A = 1 2 ( B r) = 1 ( By, Bx, 0) = p 2 e (

3. Magnetism. p e ca (3.3) H = B = (0, 0, B), p p e c A( r), (3.1) A = 1 2 ( B r) = 1 ( By, Bx, 0) = p 2 e ( 3 Magetism 31 Couplig of matter to a magetic field: Diamagetism ad paramagetism A exteral magetic field ca couple to matter ad electros i two differet ways we cosider the o-relativistic case: 1 through

More information

Riemann Sums y = f (x)

Riemann Sums y = f (x) Riema Sums Recall that we have previously discussed the area problem I its simplest form we ca state it this way: The Area Problem Let f be a cotiuous, o-egative fuctio o the closed iterval [a, b] Fid

More information

PHYS-3301 Lecture 9. CHAPTER 5 Wave Properties of Matter and Quantum Mechanics I. 5.3: Electron Scattering. Bohr s Quantization Condition

PHYS-3301 Lecture 9. CHAPTER 5 Wave Properties of Matter and Quantum Mechanics I. 5.3: Electron Scattering. Bohr s Quantization Condition CHAPTER 5 Wave Properties of Matter ad Quatum Mecaics I PHYS-3301 Lecture 9 Sep. 5, 018 5.1 X-Ray Scatterig 5. De Broglie Waves 5.3 Electro Scatterig 5.4 Wave Motio 5.5 Waves or Particles? 5.6 Ucertaity

More information

Experimental Fact: E = nhf

Experimental Fact: E = nhf CHAPTR 3 The xperimetal Basis of Quatum PHYS-3301 Lecture 4 Sep. 6, 2018 3.1 Discovery of the X Ray ad the lectro 3.2 Determiatio of lectro Charge 3.3 Lie Spectra 3.4 Quatizatio 3.5 Blackbody Radiatio

More information

L = n i, i=1. dp p n 1

L = n i, i=1. dp p n 1 Exchageable sequeces ad probabilities for probabilities 1996; modified 98 5 21 to add material o mutual iformatio; modified 98 7 21 to add Heath-Sudderth proof of de Fietti represetatio; modified 99 11

More information

Optimally Sparse SVMs

Optimally Sparse SVMs A. Proof of Lemma 3. We here prove a lower boud o the umber of support vectors to achieve geeralizatio bouds of the form which we cosider. Importatly, this result holds ot oly for liear classifiers, but

More information

1 Adiabatic and diabatic representations

1 Adiabatic and diabatic representations 1 Adiabatic ad diabatic represetatios 1.1 Bor-Oppeheimer approximatio The time-idepedet Schrödiger equatio for both electroic ad uclear degrees of freedom is Ĥ Ψ(r, R) = E Ψ(r, R), (1) where the full molecular

More information

Chapter 9: Numerical Differentiation

Chapter 9: Numerical Differentiation 178 Chapter 9: Numerical Differetiatio Numerical Differetiatio Formulatio of equatios for physical problems ofte ivolve derivatives (rate-of-chage quatities, such as velocity ad acceleratio). Numerical

More information

LECTURE 14. Non-linear transverse motion. Non-linear transverse motion

LECTURE 14. Non-linear transverse motion. Non-linear transverse motion LETURE 4 No-liear trasverse motio Floquet trasformatio Harmoic aalysis-oe dimesioal resoaces Two-dimesioal resoaces No-liear trasverse motio No-liear field terms i the trajectory equatio: Trajectory equatio

More information

Lecture 1 Probability and Statistics

Lecture 1 Probability and Statistics Wikipedia: Lecture 1 Probability ad Statistics Bejami Disraeli, British statesma ad literary figure (1804 1881): There are three kids of lies: lies, damed lies, ad statistics. popularized i US by Mark

More information

Lecture 10: P-N Diodes. Announcements

Lecture 10: P-N Diodes. Announcements EECS 15 Sprig 4, Lecture 1 Lecture 1: P-N Diodes EECS 15 Sprig 4, Lecture 1 Aoucemets The Thursday lab sectio will be moved a hour later startig this week, so that the TA s ca atted lecture i aother class

More information

Lecture 6 Chi Square Distribution (χ 2 ) and Least Squares Fitting

Lecture 6 Chi Square Distribution (χ 2 ) and Least Squares Fitting Lecture 6 Chi Square Distributio (χ ) ad Least Squares Fittig Chi Square Distributio (χ ) Suppose: We have a set of measuremets {x 1, x, x }. We kow the true value of each x i (x t1, x t, x t ). We would

More information

Lecture #1 Nasser S. Alzayed.

Lecture #1 Nasser S. Alzayed. Lecture #1 Nasser S. Alzayed alzayed@ksu.edu.sa Chapter 6: Free Electro Fermi Gas Itroductio We ca uderstad may physical properties of metals, ad ot oly of the simple metals, i terms of the free electro

More information

Section 11.8: Power Series

Section 11.8: Power Series Sectio 11.8: Power Series 1. Power Series I this sectio, we cosider geeralizig the cocept of a series. Recall that a series is a ifiite sum of umbers a. We ca talk about whether or ot it coverges ad i

More information

Diffusivity and Mobility Quantization. in Quantum Electrical Semi-Ballistic. Quasi-One-Dimensional Conductors

Diffusivity and Mobility Quantization. in Quantum Electrical Semi-Ballistic. Quasi-One-Dimensional Conductors Advaces i Applied Physics, Vol., 014, o. 1, 9-13 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.1988/aap.014.3110 Diffusivity ad Mobility Quatizatio i Quatum Electrical Semi-Ballistic Quasi-Oe-Dimesioal

More information

Ray Optics Theory and Mode Theory. Dr. Mohammad Faisal Dept. of EEE, BUET

Ray Optics Theory and Mode Theory. Dr. Mohammad Faisal Dept. of EEE, BUET Ray Optics Theory ad Mode Theory Dr. Mohammad Faisal Dept. of, BUT Optical Fiber WG For light to be trasmitted through fiber core, i.e., for total iteral reflectio i medium, > Ray Theory Trasmissio Ray

More information

Solution to problem set 2, Phys 210A

Solution to problem set 2, Phys 210A Solutio to problem set 2, Phys 20A Zhiyua Su Dated: April 27, 206 I. INFORMATION ENTROPY AND BOLTZMANN DISTRIBUTION a Usig Lagrage multipliers, we wat to maximize f p lp λe α From p f 0, we get p p lp

More information

Chap 8 Nearly free and tightly bound electrons

Chap 8 Nearly free and tightly bound electrons Chap 8 Nearly free ad tightly boud electros () Tightly boud electro Liear combiatio of atomic orbitals Waier fuctio

More information

INFINITE SEQUENCES AND SERIES

INFINITE SEQUENCES AND SERIES 11 INFINITE SEQUENCES AND SERIES INFINITE SEQUENCES AND SERIES 11.4 The Compariso Tests I this sectio, we will lear: How to fid the value of a series by comparig it with a kow series. COMPARISON TESTS

More information

TIME-CORRELATION FUNCTIONS

TIME-CORRELATION FUNCTIONS p. 8 TIME-CORRELATION FUNCTIONS Time-correlatio fuctios are a effective way of represetig the dyamics of a system. They provide a statistical descriptio of the time-evolutio of a variable for a esemble

More information

EE 485 Introduction to Photonics Photon Optics and Photon Statistics

EE 485 Introduction to Photonics Photon Optics and Photon Statistics Itroductio to Photoics Photo Optics ad Photo Statistics Historical Origi Photo-electric Effect (Eistei, 905) Clea metal V stop Differet metals, same slope Light I Slope h/q ν c/λ Curret flows for λ < λ

More information

Lecture 7: Properties of Random Samples

Lecture 7: Properties of Random Samples Lecture 7: Properties of Radom Samples 1 Cotiued From Last Class Theorem 1.1. Let X 1, X,...X be a radom sample from a populatio with mea µ ad variace σ

More information

Fourier Series and the Wave Equation

Fourier Series and the Wave Equation Fourier Series ad the Wave Equatio We start with the oe-dimesioal wave equatio u u =, x u(, t) = u(, t) =, ux (,) = f( x), u ( x,) = This represets a vibratig strig, where u is the displacemet of the strig

More information

Chapter 6 Infinite Series

Chapter 6 Infinite Series Chapter 6 Ifiite Series I the previous chapter we cosidered itegrals which were improper i the sese that the iterval of itegratio was ubouded. I this chapter we are goig to discuss a topic which is somewhat

More information