(a) What is the origin of the weak localization effect?

Size: px
Start display at page:

Download "(a) What is the origin of the weak localization effect?"

Transcription

1 1 Problem 1: Weak Localization a) Wat is te origin of te weak localization effect? Weak localization arises from constructive quantum interference in a disordered solid. Tis gives rise to a quantum mecanical correction to te classical teory of conduction, te Drude formula. Te origin is te enanced quantum mecanical probability for an electron to return to its initial position. Tis is because a particle can return to its origin by following a clock-wise or counter-clock-wise loop. Te quantum mecanical pases acquired along tese two loops are identical. Terefore, te quantum mecanical probability for returning is twice te classical probability for return. As a consequence, weak localization enances te resistivity and makes te system sligtly more localized. b) Wy is te effect called weak localization? Te effects is a small correction to te resistivity tat is a precursor to complete, or strong [Anderson], localization. It is terefore called weak localization. c) Wy will a magnetic field affect te weak localization effect? Weak localization is caused by an increased probability for an electron to be back scattered. Tis is because a particle tat returns to its origin can originate in two time-reversed pats tat ave exactly te same quantum mecanical pases. Te quantum mecanical probability of returning is terefore twice te classical probability of returning. A magnetic field breaks time reversal symmetry, induces a pase difference between te two time-reversed pats, reduces te return probability, and enances te conductivity. Problem 2: Te Quantum Hall Effect Consider a two-dimensional electron gas in te x-y plane, were tere is a transverse armonic potential of te form V y) = mω 2 0 y2 /2 and a magnetic field B = Bz applied along te z-direction. Te Scrödinger equation is [ 2 + iē ) 2 2m A + 1 ] 2 mω20y 2 ψx, y) = Eψx, y). 1) Coose te Landau gauge were te electromagnetic vector potential is A = yb, 0, 0).

2 2 a) Use te Scrödinger equation 1) and te ansatz ψ k,n x, y) = ϕ n y) exp ikx to sow tat te equation for ϕ n is [ ] d2 du 2 + u K)2 + R 2 u 2 ϕ n u) = ϵ k,n ϕ n u), 2) were we ave introduced te dimensionless variables u = y/l b, R = ω 0 /ω c, ϵ = E/ ω c /2), K = kl B. Additionally, l B = /eb)) 1/2 is te magnetic lengt, and ω c = eb/m is te cyclotron frequency. By using te Landau gauge, te Scrödinger equation 1) can be written as [ 2 2m x iey ) 2 B 2 2 2m y ] 2 mω2 0y 2 ψx, y) = Eψx, y). 3) Wit ψ k,n x, y) = ϕ n y) exp ikx, / x ik so tat x iey ) 2 B ik iey ) 2 B = k ey ) 2 B. 4) We also make use of 2 1 2m l 2 B = 1 2 eb m = 1 2 ω c. 5) Te first term in te Hamiltonian appearing in Eq. 3 is ten Te second term is and te tird term is 2 k ey ) 2 2m B = 2 2m l 2 B 1 l 2 B kl B y ) 2 = 1 l 2 ω c kl B y B l B 2 ) 2. 6) 2 1 2m y/l B ) 2 = 1 2 ω c y/l B ) 2 7) mω2 0y 2 = 1 2 mω2 c l 2 b ) y 2 ω0 2 l B ωc 2 = 2 ω 1 ) y 2 ω0 2 c l B ωc 2. 8) Wit y = l B u and k = K/l B we find Eq. 2 wit ϵ = E/ ω c /2), qed. b) Demonstrate tat Eq. 2 can be re-written into te form of an equation for a particle in a armonic potential and tat te solution in terms of te original variables is ψ k,n x, y) = e ikx ϕ n y L 2 Bk), 9) were ϕ n y) is a armonic oscillator function tat satisfies 2 d 2 2m dy ) 2 mω2 y 2 ϕ n y) = Ω n + 1 ) ϕ n y), 10) 2

3 3 L 2 B = ω2 c ωc 2 + ω0 2 lb 2 11) and te eigenenergy for te eigenstate ψ k,n x, y) is E k,n = Ωn ) + 2 k 2 were Ω = ω 2 c + ω 2 0 )1/2, and M B = mω 2 /ω M B, 12) Te potential energy increases at most as a quadratic function in te transverse coordinate u, so we can re-write te potential terms as u K) 2 + R 2 u 2 = 1 + R 2) u K ) R 2 + K 2 K2 1 + R 2 13) Tis corresponds to a displaced armonic oscillator potential term quadratic in coordinate) wit a re-defined energy: [ d2 du R2 )u K ] 1 + R 2 )2 ϕ n u) = ϵ k,n R2 K 2 ) 1 + R 2 ϕ n u) 14) Let us now return to te original variables: u 1 + R 2 = 1 + ω2 0 ω 2 c K 1 + R 2 = y kl B l B Ω 2 ω2 c = 1 y l B 1 2 ω c ϵ ω2 0 ω 2 ) c ωc 2 Ω 2 l Bk 2 = E 1 2 eb m Tis implies tat te energy levels are eb ω2 c = Ω2 ω 2 c ω ω2 c ω 2 0 kl 2 B, 15) ) ω0 2 + k 2 = E 2 ω2 c 2m ω0 2 + ω2 c = 1 ) y L 2 l Bk, 16) B ω 2 0 k 2 = E 2 k 2 2M B. 17) E k,n = Ω n + 1 ) + 2 k 2, 18) 2 2M B were n = 0, 1, 2, and k is a continuum number. Te armonic oscillator functions are displaced and ave arguments y L 2 B k. c) Compute te particle current density j = ) ψ m Im ψ + e m A ψ 2 19) for te eigenstate ψ k,n tat we found above. Wat is te sign of te current density along te x-direction, j x?

4 4 Let us first consider te current along te y-direction. Since A y = 0, Im e ikx ϕ n y L 2 Bk) ) y eikx ϕ n y L 2 Bk) = 0, 20) and because te armonic oscillator functions are real, we find tat j y = 0. Second, we consider te current along te x-direction. In tis case we ave A x = yb and we make use of ) Im e ikx ϕ n x eikx ϕ n = kϕ 2 n 21) so tat j x = k m eyb ) ϕ 2ny) ) = ω c y l 2 m Bk ϕ 2 ny L 2 Bk) 22) Since ϕ 2 ny L 2 B k) is always positive, j x 0 wen y > l 2 B k and j x 0 wen y < l 2 B k irrespective of te quantum number n and te frequencies ω c and ω 0. Problem 3: Te Landauer-Büttiker formalism Te Landauer-Büttiker formula for te conductance is G = e2 T n, 23) n were T n is te transmission probability for transverse wave guide mode n and te sum is over transverse wave guide modes. a) Consider a one-dimensional system only one wave guide mode) wit a left and rigt reservoir wit cemical potentials µ L and µ R, respectively, suc tat ev = µ L µ R. Find arguments for ow te current sould be expressed in terms of te velocity vϵ) of an electron at energy ϵ, te density of states in one dimension Nϵ) = 2/[vϵ)], te transmission probability T ϵ), and te distribution functions in te left and te rigt reservoirs fϵ µ L ) and fϵ µ R ). Derive from tese arguments te Landauer-Büttiker conductance in te linear response regime te bias voltage is muc smaller tan te Fermi energy) at zero temperature, Eq. 23 wit only one transverse wave guide mode, G = e 2 /)T. Te probability of finding an electron at energy ϵ in te left rigt) reservoir is determined by te Fermi-Dirac distributiuon function fϵ µ L ) fϵ µ R )).

5 5 Te current consists of rigt-going and lef-going particles. Te probability tat an electron will move from te left reservoir to te rigt reservoir is P l r ϵ) = fϵ µ l ) [1 fϵ µ R )] T ϵ). 24) Similarly, te probability tat an electron will move from te rigt reservoir to te rigt reservoir is P r l ϵ) = fϵ µ r ) [1 fϵ µ l )] T ϵ). 25) Te net current produced by electrons wit energy ϵ is Iϵ) = Nϵ)evϵ) [P l r P r l ]. 26) were Nϵ) = 2/[vϵ)] is te density of states in one dimension. Te total curent is ten I = 2e dϵ fϵ µ r ) fϵ µ l )) T ϵ) 27) We consider te linear response regime were ev = µ l µ r is small. We may ten expand and fϵ µ l ) fϵ µ 0 ) + µ l µ 0 ) fϵ µ ) 0) ϵ fϵ µ r ) fϵ µ 0 ) + µ r µ 0 ) fϵ µ ) 0) ϵ 28) 29) were µ 0 is te equilibrium cemical potential. At low temperatures fϵ µ ) 0) = δϵ µ 0 ) 30) ϵ so tat te total current becomes I = 2e2 T µ 0)V 31) and te conductance G = I/V is G = 2e2 T µ 0) 32) q.e.d.

6 6 b) We consider a narrow quantum wire tat is created in a two-dimensional electron gas suc tat te system is infinite in te x-direction, but as a finite widt L in te y-direction. Te potential is assumed to be infinite outside te wire were te wave function vanises. We assume tere is no scattering in te wire and transport is ballistic. Sow tat te conductance is G = 2e2 [ ] LkF, 33) π were [ ] represents te integral part of te number, e.g. [2.1] = 2. Te solution can be found as follows. Te energy of te system as tree contributions arising from te motion along te x and y directions. Te particle is free to move along x and te energy associated wit tis motion is E x. Along te transverse direction y, te wave function must represent standing waves of te form ψy) = A sin nπy/l, were A is a normalization constants and n = 0, 1, 2, 3,. Te total energy of te system is ten ) E = E x + 2 π 2 n 2. 34) 2m L Te wave guide modes are only propagating wen E x > 0. Transport is governed by electrons at te Fermi energy E F modes are determined by = 2 kf 2 /2m). Tis implies tat te propagating ) E F 2 π 2 n 2 35) 2m L so tat ) LkF n. 36) π Since transport is ballistic, te transmission probability T n = 1 for all propagating modes. Keeping in mind tat te quantum number n is an integral number, te Landauer-Buttiker condutance is terefore Problem 4: Magnetoresistance G = 2e2 [ ] LkF. 37) π a) Wat do te abbrevations AMR, GMR, and TMR mean? Wat is te cause of AMR, GMR, and TMR?

7 7 AMR - Anisotropic magnetoresistance. GMR - giant magnetoresistance. TMR - tunnel magnetoresistance. Wen a current passes troug a ferromagnet, te resistance depends on te relative direction of te current and te magnetization. Tis anistropic magnetoresistance is caused by te spin-orbit coupling. Giant magnetoresistance occurs in metallic ybrid systems of ferromagnets and normal metals. Te resistance depends on te relative orientation of two or more ferromagnets and is caused by spin-dependent scattering in te ferromagnets. Electrons aligned or anti-aligned to te magnetization experience different potentials and ave different conductances. Tunnel magnetoresistance occurs in transport troug tunnel junctions between ferromagnets. Te current depends on te relative orientation of te ferromagnerts and is caused by spin-dependent tunneling.

Ballistic electron transport in quantum point contacts

Ballistic electron transport in quantum point contacts Ballistic electron transport in quantum point contacts 11 11.1 Experimental observation of conductance quantization Wen we discussed te self-consistent calculation of te potential and te modes in an infinite

More information

1. For d=3,2 from ε<< ε F it follows that ετ >> e-e h, i.e.,

1. For d=3,2 from ε<< ε F it follows that ετ >> e-e h, i.e., Quasiparticle decay rate at T = 0 in a clean Fermi Liquid. ω +ω Fermi Sea τ e e ( ) F ( ) log( ) Conclusions:. For d=3, from > e-e, i.e., tat te qusiparticles are well determined

More information

Pumping Heat with Quantum Ratchets

Pumping Heat with Quantum Ratchets Pumping Heat wit Quantum Ratcets T. E. Humprey a H. Linke ab R. Newbury a a Scool of Pysics University of New Sout Wales UNSW Sydney 5 Australia b Pysics Department University of Oregon Eugene OR 9743-74

More information

A = h w (1) Error Analysis Physics 141

A = h w (1) Error Analysis Physics 141 Introduction In all brances of pysical science and engineering one deals constantly wit numbers wic results more or less directly from experimental observations. Experimental observations always ave inaccuracies.

More information

Continuity and Differentiability Worksheet

Continuity and Differentiability Worksheet Continuity and Differentiability Workseet (Be sure tat you can also do te grapical eercises from te tet- Tese were not included below! Typical problems are like problems -3, p. 6; -3, p. 7; 33-34, p. 7;

More information

M12/4/PHYSI/HPM/ENG/TZ1/XX. Physics Higher level Paper 1. Thursday 10 May 2012 (afternoon) 1 hour INSTRUCTIONS TO CANDIDATES

M12/4/PHYSI/HPM/ENG/TZ1/XX. Physics Higher level Paper 1. Thursday 10 May 2012 (afternoon) 1 hour INSTRUCTIONS TO CANDIDATES M12/4/PHYSI/HPM/ENG/TZ1/XX 22126507 Pysics Higer level Paper 1 Tursday 10 May 2012 (afternoon) 1 our INSTRUCTIONS TO CANDIDATES Do not open tis examination paper until instructed to do so. Answer all te

More information

Quantization of electrical conductance

Quantization of electrical conductance 1 Introduction Quantization of electrical conductance Te resistance of a wire in te classical Drude model of metal conduction is given by RR = ρρρρ AA, were ρρ, AA and ll are te conductivity of te material,

More information

Last lecture (#4): J vortex. J tr

Last lecture (#4): J vortex. J tr Last lecture (#4): We completed te discussion of te B-T pase diagram of type- and type- superconductors. n contrast to type-, te type- state as finite resistance unless vortices are pinned by defects.

More information

On the Mott formula for the thermopower of non-interacting electrons in quantum point contacts

On the Mott formula for the thermopower of non-interacting electrons in quantum point contacts INSTITUTE OF PHYSICSPUBLISHING J.Pys.: Condens. Matter 17 (25) 3879 3884 JOURNAL OFPHYSICS: CONDENSED MATTER doi:1.188/953-8984/17/25/14 On te Mott formula for te termopower of non-interacting electrons

More information

2.8 The Derivative as a Function

2.8 The Derivative as a Function .8 Te Derivative as a Function Typically, we can find te derivative of a function f at many points of its domain: Definition. Suppose tat f is a function wic is differentiable at every point of an open

More information

Diffraction. S.M.Lea. Fall 1998

Diffraction. S.M.Lea. Fall 1998 Diffraction.M.Lea Fall 1998 Diffraction occurs wen EM waves approac an aperture (or an obstacle) wit dimension d > λ. We sall refer to te region containing te source of te waves as region I and te region

More information

Quantum transport in nanoscale solids

Quantum transport in nanoscale solids Quantum transport in nanoscale solids The Landauer approach Dietmar Weinmann Institut de Physique et Chimie des Matériaux de Strasbourg Strasbourg, ESC 2012 p. 1 Quantum effects in electron transport R.

More information

Exam 1 Solutions. x(x 2) (x + 1)(x 2) = x

Exam 1 Solutions. x(x 2) (x + 1)(x 2) = x Eam Solutions Question (0%) Consider f() = 2 2 2 2. (a) By calculating relevant its, determine te equations of all vertical asymptotes of te grap of f(). If tere are none, say so. f() = ( 2) ( + )( 2)

More information

Conductance from Transmission Probability

Conductance from Transmission Probability Conductance rom Transmission Probability Kelly Ceung Department o Pysics & Astronomy University o Britis Columbia Vancouver, BC. Canada, V6T1Z1 (Dated: November 5, 005). ntroduction For large conductors,

More information

Lecture XVII. Abstract We introduce the concept of directional derivative of a scalar function and discuss its relation with the gradient operator.

Lecture XVII. Abstract We introduce the concept of directional derivative of a scalar function and discuss its relation with the gradient operator. Lecture XVII Abstract We introduce te concept of directional derivative of a scalar function and discuss its relation wit te gradient operator. Directional derivative and gradient Te directional derivative

More information

Notes on wavefunctions II: momentum wavefunctions

Notes on wavefunctions II: momentum wavefunctions Notes on wavefunctions II: momentum wavefunctions and uncertainty Te state of a particle at any time is described by a wavefunction ψ(x). Tese wavefunction must cange wit time, since we know tat particles

More information

10.1 VIBRATIONAL RELAXATION *

10.1 VIBRATIONAL RELAXATION * Andrei Tokmakoff, MIT Department of Cemistry, 3//009 p. 0-0. VIRATIONAL RELAXATION * Here we want to address ow a quantum mecanical vibration undergoes irreversible energy dissipation as a result of interactions

More information

On my honor as a student, I have neither given nor received unauthorized assistance on this exam.

On my honor as a student, I have neither given nor received unauthorized assistance on this exam. HW2 (Overview of Transport) (Print name above) On my onor as a student, I ave neiter given nor received unautorized assistance on tis exam. (sign name above) 1 Figure 1: Band-diagram before and after application

More information

5.74 Introductory Quantum Mechanics II

5.74 Introductory Quantum Mechanics II MIT OpenCourseWare ttp://ocw.mit.edu 5.74 Introductory Quantum Mecanics II Spring 9 For information about citing tese materials or our Terms of Use, visit: ttp://ocw.mit.edu/terms. Andrei Tokmakoff, MIT

More information

MATH 155A FALL 13 PRACTICE MIDTERM 1 SOLUTIONS. needs to be non-zero, thus x 1. Also 1 +

MATH 155A FALL 13 PRACTICE MIDTERM 1 SOLUTIONS. needs to be non-zero, thus x 1. Also 1 + MATH 55A FALL 3 PRACTICE MIDTERM SOLUTIONS Question Find te domain of te following functions (a) f(x) = x3 5 x +x 6 (b) g(x) = x+ + x+ (c) f(x) = 5 x + x 0 (a) We need x + x 6 = (x + 3)(x ) 0 Hence Dom(f)

More information

Chapter Seven The Quantum Mechanical Simple Harmonic Oscillator

Chapter Seven The Quantum Mechanical Simple Harmonic Oscillator Capter Seven Te Quantum Mecanical Simple Harmonic Oscillator Introduction Te potential energy function for a classical, simple armonic oscillator is given by ZÐBÑ œ 5B were 5 is te spring constant. Suc

More information

MVT and Rolle s Theorem

MVT and Rolle s Theorem AP Calculus CHAPTER 4 WORKSHEET APPLICATIONS OF DIFFERENTIATION MVT and Rolle s Teorem Name Seat # Date UNLESS INDICATED, DO NOT USE YOUR CALCULATOR FOR ANY OF THESE QUESTIONS In problems 1 and, state

More information

6. Non-uniform bending

6. Non-uniform bending . Non-uniform bending Introduction Definition A non-uniform bending is te case were te cross-section is not only bent but also seared. It is known from te statics tat in suc a case, te bending moment in

More information

Math 102 TEST CHAPTERS 3 & 4 Solutions & Comments Fall 2006

Math 102 TEST CHAPTERS 3 & 4 Solutions & Comments Fall 2006 Mat 102 TEST CHAPTERS 3 & 4 Solutions & Comments Fall 2006 f(x+) f(x) 10 1. For f(x) = x 2 + 2x 5, find ))))))))) and simplify completely. NOTE: **f(x+) is NOT f(x)+! f(x+) f(x) (x+) 2 + 2(x+) 5 ( x 2

More information

Quantum Theory of the Atomic Nucleus

Quantum Theory of the Atomic Nucleus G. Gamow, ZP, 51, 204 1928 Quantum Teory of te tomic Nucleus G. Gamow (Received 1928) It as often been suggested tat non Coulomb attractive forces play a very important role inside atomic nuclei. We can

More information

Problem Set 4: Whither, thou turbid wave SOLUTIONS

Problem Set 4: Whither, thou turbid wave SOLUTIONS PH 253 / LeClair Spring 2013 Problem Set 4: Witer, tou turbid wave SOLUTIONS Question zero is probably were te name of te problem set came from: Witer, tou turbid wave? It is from a Longfellow poem, Te

More information

Math Spring 2013 Solutions to Assignment # 3 Completion Date: Wednesday May 15, (1/z) 2 (1/z 1) 2 = lim

Math Spring 2013 Solutions to Assignment # 3 Completion Date: Wednesday May 15, (1/z) 2 (1/z 1) 2 = lim Mat 311 - Spring 013 Solutions to Assignment # 3 Completion Date: Wednesday May 15, 013 Question 1. [p 56, #10 (a)] 4z Use te teorem of Sec. 17 to sow tat z (z 1) = 4. We ave z 4z (z 1) = z 0 4 (1/z) (1/z

More information

The structure of the atoms

The structure of the atoms Te structure of te atoms Atomos = indivisible University of Pécs, Medical Scool, Dept. Biopysics All tat exists are atoms and empty space; everyting else is merely tougt to exist. Democritus, 415 B.C.

More information

The Electron in a Potential

The Electron in a Potential Te Electron in a Potential Edwin F. Taylor July, 2000 1. Stopwatc rotation for an electron in a potential For a poton we found tat te and of te quantum stopwatc rotates wit frequency f given by te equation:

More information

Reflection of electromagnetic waves from magnetic having the ferromagnetic spiral

Reflection of electromagnetic waves from magnetic having the ferromagnetic spiral Reflection of electromagnetic waves from magnetic aving te ferromagnetic spiral Igor V. Bycov 1a Dmitry A. Kuzmin 1b and Vladimir G. Savrov 3 1 Celyabins State University 51 Celyabins Br. Kasiriny Street

More information

Calculus I Practice Exam 1A

Calculus I Practice Exam 1A Calculus I Practice Exam A Calculus I Practice Exam A Tis practice exam empasizes conceptual connections and understanding to a greater degree tan te exams tat are usually administered in introductory

More information

Numerical Differentiation

Numerical Differentiation Numerical Differentiation Finite Difference Formulas for te first derivative (Using Taylor Expansion tecnique) (section 8.3.) Suppose tat f() = g() is a function of te variable, and tat as 0 te function

More information

Suggested solutions, FYS 500 Classical Mechanics and Field Theory 2015 fall

Suggested solutions, FYS 500 Classical Mechanics and Field Theory 2015 fall UNIVERSITETET I STAVANGER Institutt for matematikk og naturvitenskap Suggested solutions, FYS 500 Classical Mecanics and Field Teory 015 fall Set 1 for 16/17. November 015 Problem 68: Te Lagrangian for

More information

Section 2.7 Derivatives and Rates of Change Part II Section 2.8 The Derivative as a Function. at the point a, to be. = at time t = a is

Section 2.7 Derivatives and Rates of Change Part II Section 2.8 The Derivative as a Function. at the point a, to be. = at time t = a is Mat 180 www.timetodare.com Section.7 Derivatives and Rates of Cange Part II Section.8 Te Derivative as a Function Derivatives ( ) In te previous section we defined te slope of te tangent to a curve wit

More information

The Verlet Algorithm for Molecular Dynamics Simulations

The Verlet Algorithm for Molecular Dynamics Simulations Cemistry 380.37 Fall 2015 Dr. Jean M. Standard November 9, 2015 Te Verlet Algoritm for Molecular Dynamics Simulations Equations of motion For a many-body system consisting of N particles, Newton's classical

More information

Stepped-Impedance Low-Pass Filters

Stepped-Impedance Low-Pass Filters 4/23/27 Stepped Impedance Low Pass Filters 1/14 Stepped-Impedance Low-Pass Filters Say we know te impedance matrix of a symmetric two-port device: 11 21 = 21 11 Regardless of te construction of tis two

More information

Exercises for numerical differentiation. Øyvind Ryan

Exercises for numerical differentiation. Øyvind Ryan Exercises for numerical differentiation Øyvind Ryan February 25, 2013 1. Mark eac of te following statements as true or false. a. Wen we use te approximation f (a) (f (a +) f (a))/ on a computer, we can

More information

Exam 1 Review Solutions

Exam 1 Review Solutions Exam Review Solutions Please also review te old quizzes, and be sure tat you understand te omework problems. General notes: () Always give an algebraic reason for your answer (graps are not sufficient),

More information

Topological Insulator Surface States and Electrical Transport. Alexander Pearce Intro to Topological Insulators: Week 11 February 2, / 21

Topological Insulator Surface States and Electrical Transport. Alexander Pearce Intro to Topological Insulators: Week 11 February 2, / 21 Topological Insulator Surface States and Electrical Transport Alexander Pearce Intro to Topological Insulators: Week 11 February 2, 2017 1 / 21 This notes are predominately based on: J.K. Asbóth, L. Oroszlány

More information

Condensed Matter Physics 2016 Lecture 13/12: Charge and heat transport.

Condensed Matter Physics 2016 Lecture 13/12: Charge and heat transport. Condensed Matter Physics 2016 Lecture 13/12: Charge and heat transport. 1. Theoretical tool: Boltzmann equation (review). 2. Electrical and thermal conductivity in metals. 3. Ballistic transport and conductance

More information

Problem Set 4 Solutions

Problem Set 4 Solutions University of Alabama Department of Pysics and Astronomy PH 253 / LeClair Spring 2010 Problem Set 4 Solutions 1. Group velocity of a wave. For a free relativistic quantum particle moving wit speed v, te

More information

Symmetry Labeling of Molecular Energies

Symmetry Labeling of Molecular Energies Capter 7. Symmetry Labeling of Molecular Energies Notes: Most of te material presented in tis capter is taken from Bunker and Jensen 1998, Cap. 6, and Bunker and Jensen 2005, Cap. 7. 7.1 Hamiltonian Symmetry

More information

Equilibrium and Pareto Efficiency in an exchange economy

Equilibrium and Pareto Efficiency in an exchange economy Microeconomic Teory -1- Equilibrium and efficiency Equilibrium and Pareto Efficiency in an excange economy 1. Efficient economies 2 2. Gains from excange 6 3. Edgewort-ox analysis 15 4. Properties of a

More information

arxiv: v1 [quant-ph] 29 Nov 2018

arxiv: v1 [quant-ph] 29 Nov 2018 Scwinger s Metod for Non Relativistic Feynman Propogators in Momentum Space arxiv:1811.188v1 [quant-p] 9 Nov 018 Oem Trivedi November 30, 018 Abstract In tis paper, we present a formulation of Scwinger

More information

3.4 Worksheet: Proof of the Chain Rule NAME

3.4 Worksheet: Proof of the Chain Rule NAME Mat 1170 3.4 Workseet: Proof of te Cain Rule NAME Te Cain Rule So far we are able to differentiate all types of functions. For example: polynomials, rational, root, and trigonometric functions. We are

More information

Graviton Induced Nuclear Fission through Electromagnetic Wave Flux Phil Russell, * Jerry Montgomery

Graviton Induced Nuclear Fission through Electromagnetic Wave Flux Phil Russell, * Jerry Montgomery Graviton Induced Nuclear Fission troug Electromagnetic Wave Flux Pil Russell, * Jerry Montgomery Nort Carolina Central University, Duram, NC 27707 Willowstick Tecnologies LLC, Draper, UT 84020 (Dated:

More information

1 The concept of limits (p.217 p.229, p.242 p.249, p.255 p.256) 1.1 Limits Consider the function determined by the formula 3. x since at this point

1 The concept of limits (p.217 p.229, p.242 p.249, p.255 p.256) 1.1 Limits Consider the function determined by the formula 3. x since at this point MA00 Capter 6 Calculus and Basic Linear Algebra I Limits, Continuity and Differentiability Te concept of its (p.7 p.9, p.4 p.49, p.55 p.56). Limits Consider te function determined by te formula f Note

More information

Test 2 Review. 1. Find the determinant of the matrix below using (a) cofactor expansion and (b) row reduction. A = 3 2 =

Test 2 Review. 1. Find the determinant of the matrix below using (a) cofactor expansion and (b) row reduction. A = 3 2 = Test Review Find te determinant of te matrix below using (a cofactor expansion and (b row reduction Answer: (a det + = (b Observe R R R R R R R R R Ten det B = (((det Hence det Use Cramer s rule to solve:

More information

4.2 - Richardson Extrapolation

4.2 - Richardson Extrapolation . - Ricardson Extrapolation. Small-O Notation: Recall tat te big-o notation used to define te rate of convergence in Section.: Definition Let x n n converge to a number x. Suppose tat n n is a sequence

More information

5.1 We will begin this section with the definition of a rational expression. We

5.1 We will begin this section with the definition of a rational expression. We Basic Properties and Reducing to Lowest Terms 5.1 We will begin tis section wit te definition of a rational epression. We will ten state te two basic properties associated wit rational epressions and go

More information

158 Calculus and Structures

158 Calculus and Structures 58 Calculus and Structures CHAPTER PROPERTIES OF DERIVATIVES AND DIFFERENTIATION BY THE EASY WAY. Calculus and Structures 59 Copyrigt Capter PROPERTIES OF DERIVATIVES. INTRODUCTION In te last capter you

More information

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx.

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx. Capter 2 Integrals as sums and derivatives as differences We now switc to te simplest metods for integrating or differentiating a function from its function samples. A careful study of Taylor expansions

More information

CHAPTER 4 QUANTUM PHYSICS

CHAPTER 4 QUANTUM PHYSICS CHAPTER 4 QUANTUM PHYSICS INTRODUCTION Newton s corpuscular teory of ligt fails to explain te penomena like interference, diffraction, polarization etc. Te wave teory of ligt wic was proposed by Huygen

More information

The derivative function

The derivative function Roberto s Notes on Differential Calculus Capter : Definition of derivative Section Te derivative function Wat you need to know already: f is at a point on its grap and ow to compute it. Wat te derivative

More information

Chapter 2 Ising Model for Ferromagnetism

Chapter 2 Ising Model for Ferromagnetism Capter Ising Model for Ferromagnetism Abstract Tis capter presents te Ising model for ferromagnetism, wic is a standard simple model of a pase transition. Using te approximation of mean-field teory, te

More information

How to Find the Derivative of a Function: Calculus 1

How to Find the Derivative of a Function: Calculus 1 Introduction How to Find te Derivative of a Function: Calculus 1 Calculus is not an easy matematics course Te fact tat you ave enrolled in suc a difficult subject indicates tat you are interested in te

More information

Solution for the Homework 4

Solution for the Homework 4 Solution for te Homework 4 Problem 6.5: In tis section we computed te single-particle translational partition function, tr, by summing over all definite-energy wavefunctions. An alternative approac, owever,

More information

University Mathematics 2

University Mathematics 2 University Matematics 2 1 Differentiability In tis section, we discuss te differentiability of functions. Definition 1.1 Differentiable function). Let f) be a function. We say tat f is differentiable at

More information

(a) At what number x = a does f have a removable discontinuity? What value f(a) should be assigned to f at x = a in order to make f continuous at a?

(a) At what number x = a does f have a removable discontinuity? What value f(a) should be assigned to f at x = a in order to make f continuous at a? Solutions to Test 1 Fall 016 1pt 1. Te grap of a function f(x) is sown at rigt below. Part I. State te value of eac limit. If a limit is infinite, state weter it is or. If a limit does not exist (but is

More information

2.2 WAVE AND PARTICLE DUALITY OF RADIATION

2.2 WAVE AND PARTICLE DUALITY OF RADIATION Quantum Mecanics.1 INTRODUCTION Te motion of particles wic can be observed directly or troug microscope can be explained by classical mecanics. But wen te penomena like potoelectric effect, X-rays, ultraviolet

More information

2.11 That s So Derivative

2.11 That s So Derivative 2.11 Tat s So Derivative Introduction to Differential Calculus Just as one defines instantaneous velocity in terms of average velocity, we now define te instantaneous rate of cange of a function at a point

More information

3. Using your answers to the two previous questions, evaluate the Mratio

3. Using your answers to the two previous questions, evaluate the Mratio MASSACHUSETTS INSTITUTE OF TECHNOLOGY DEPARTMENT OF MECHANICAL ENGINEERING CAMBRIDGE, MASSACHUSETTS 0219 2.002 MECHANICS AND MATERIALS II HOMEWORK NO. 4 Distributed: Friday, April 2, 2004 Due: Friday,

More information

(c) (d) insufficient information

(c) (d) insufficient information Final Exam Pysics 130 Monday December 16, 00 Point distribution: Te multiple coice questions (1-5) are wort 5 points eac and answers sould be bubbled onto te answer seet. Questions 6-8 are long-answer

More information

The total error in numerical differentiation

The total error in numerical differentiation AMS 147 Computational Metods and Applications Lecture 08 Copyrigt by Hongyun Wang, UCSC Recap: Loss of accuracy due to numerical cancellation A B 3, 3 ~10 16 In calculating te difference between A and

More information

Grade: 11 International Physics Olympiad Qualifier Set: 2

Grade: 11 International Physics Olympiad Qualifier Set: 2 Grade: 11 International Pysics Olympiad Qualifier Set: 2 --------------------------------------------------------------------------------------------------------------- Max Marks: 60 Test ID: 12111 Time

More information

arxiv: v2 [cond-mat.str-el] 10 Jan 2018

arxiv: v2 [cond-mat.str-el] 10 Jan 2018 Dirac Composite Fermion - A Particle-Hole Spinor Jian Yang, arxiv:7.85v [cond-mat.str-el] Jan 8 Te particle-ole PH symmetry at alf-filled Landau level requires te relationsip between te flux number N φ

More information

. If lim. x 2 x 1. f(x+h) f(x)

. If lim. x 2 x 1. f(x+h) f(x) Review of Differential Calculus Wen te value of one variable y is uniquely determined by te value of anoter variable x, ten te relationsip between x and y is described by a function f tat assigns a value

More information

REVIEW LAB ANSWER KEY

REVIEW LAB ANSWER KEY REVIEW LAB ANSWER KEY. Witout using SN, find te derivative of eac of te following (you do not need to simplify your answers): a. f x 3x 3 5x x 6 f x 3 3x 5 x 0 b. g x 4 x x x notice te trick ere! x x g

More information

Phase space in classical physics

Phase space in classical physics Pase space in classical pysics Quantum mecanically, we can actually COU te number of microstates consistent wit a given macrostate, specified (for example) by te total energy. In general, eac microstate

More information

Performance analysis of Carbon Nano Tubes

Performance analysis of Carbon Nano Tubes IOSR Journal of Engineering (IOSRJEN) ISSN: 2250-3021 Volume 2, Issue 8 (August 2012), PP 54-58 Performance analysis of Carbon Nano Tubes P.S. Raja, R.josep Daniel, Bino. N Dept. of E & I Engineering,

More information

AN ANALYSIS OF AMPLITUDE AND PERIOD OF ALTERNATING ICE LOADS ON CONICAL STRUCTURES

AN ANALYSIS OF AMPLITUDE AND PERIOD OF ALTERNATING ICE LOADS ON CONICAL STRUCTURES Ice in te Environment: Proceedings of te 1t IAHR International Symposium on Ice Dunedin, New Zealand, nd t December International Association of Hydraulic Engineering and Researc AN ANALYSIS OF AMPLITUDE

More information

Math 31A Discussion Notes Week 4 October 20 and October 22, 2015

Math 31A Discussion Notes Week 4 October 20 and October 22, 2015 Mat 3A Discussion Notes Week 4 October 20 and October 22, 205 To prepare for te first midterm, we ll spend tis week working eamples resembling te various problems you ve seen so far tis term. In tese notes

More information

SFU UBC UNBC Uvic Calculus Challenge Examination June 5, 2008, 12:00 15:00

SFU UBC UNBC Uvic Calculus Challenge Examination June 5, 2008, 12:00 15:00 SFU UBC UNBC Uvic Calculus Callenge Eamination June 5, 008, :00 5:00 Host: SIMON FRASER UNIVERSITY First Name: Last Name: Scool: Student signature INSTRUCTIONS Sow all your work Full marks are given only

More information

Mathematics 5 Worksheet 11 Geometry, Tangency, and the Derivative

Mathematics 5 Worksheet 11 Geometry, Tangency, and the Derivative Matematics 5 Workseet 11 Geometry, Tangency, and te Derivative Problem 1. Find te equation of a line wit slope m tat intersects te point (3, 9). Solution. Te equation for a line passing troug a point (x

More information

Lecture: Experimental Solid State Physics Today s Outline

Lecture: Experimental Solid State Physics Today s Outline Lecture: Experimental Solid State Pysics Today s Outline Te quantum caracter of particles : Wave-Particles dualism Heisenberg s uncertainty relation Te quantum structure of electrons in atoms Wave-particle

More information

Local currents in a two-dimensional topological insulator

Local currents in a two-dimensional topological insulator Local currents in a two-dimensional topological insulator Xiaoqian Dang, J. D. Burton and Evgeny Y. Tsymbal Department of Physics and Astronomy Nebraska Center for Materials and Nanoscience University

More information

5 Ordinary Differential Equations: Finite Difference Methods for Boundary Problems

5 Ordinary Differential Equations: Finite Difference Methods for Boundary Problems 5 Ordinary Differential Equations: Finite Difference Metods for Boundary Problems Read sections 10.1, 10.2, 10.4 Review questions 10.1 10.4, 10.8 10.9, 10.13 5.1 Introduction In te previous capters we

More information

1. Which one of the following expressions is not equal to all the others? 1 C. 1 D. 25x. 2. Simplify this expression as much as possible.

1. Which one of the following expressions is not equal to all the others? 1 C. 1 D. 25x. 2. Simplify this expression as much as possible. 004 Algebra Pretest answers and scoring Part A. Multiple coice questions. Directions: Circle te letter ( A, B, C, D, or E ) net to te correct answer. points eac, no partial credit. Wic one of te following

More information

Krazy Katt, the mechanical cat

Krazy Katt, the mechanical cat Krazy Katt, te mecanical cat Te cat rigting relex is a cat's innate ability to orient itsel as it alls in order to land on its eet. Te rigting relex begins to appear at 3 4 weeks o age, and is perected

More information

Pre-lab Quiz/PHYS 224 Earth s Magnetic Field. Your name Lab section

Pre-lab Quiz/PHYS 224 Earth s Magnetic Field. Your name Lab section Pre-lab Quiz/PHYS 4 Eart s Magnetic Field Your name Lab section 1. Wat do you investigate in tis lab?. For a pair of Helmoltz coils described in tis manual and sown in Figure, r=.15 m, N=13, I =.4 A, wat

More information

Notes on Renormalization Group: Introduction

Notes on Renormalization Group: Introduction Notes on Renormalization Group: Introduction Yi Zou (Dated: November 19, 2015) We introduce brief istory for te development of renormalization group (RG) in pysics. Kadanoff s scaling ypoteis is present

More information

HOMEWORK HELP 2 FOR MATH 151

HOMEWORK HELP 2 FOR MATH 151 HOMEWORK HELP 2 FOR MATH 151 Here we go; te second round of omework elp. If tere are oters you would like to see, let me know! 2.4, 43 and 44 At wat points are te functions f(x) and g(x) = xf(x)continuous,

More information

Polynomial Functions. Linear Functions. Precalculus: Linear and Quadratic Functions

Polynomial Functions. Linear Functions. Precalculus: Linear and Quadratic Functions Concepts: definition of polynomial functions, linear functions tree representations), transformation of y = x to get y = mx + b, quadratic functions axis of symmetry, vertex, x-intercepts), transformations

More information

4. The slope of the line 2x 7y = 8 is (a) 2/7 (b) 7/2 (c) 2 (d) 2/7 (e) None of these.

4. The slope of the line 2x 7y = 8 is (a) 2/7 (b) 7/2 (c) 2 (d) 2/7 (e) None of these. Mat 11. Test Form N Fall 016 Name. Instructions. Te first eleven problems are wort points eac. Te last six problems are wort 5 points eac. For te last six problems, you must use relevant metods of algebra

More information

Lab 6 Derivatives and Mutant Bacteria

Lab 6 Derivatives and Mutant Bacteria Lab 6 Derivatives and Mutant Bacteria Date: September 27, 20 Assignment Due Date: October 4, 20 Goal: In tis lab you will furter explore te concept of a derivative using R. You will use your knowledge

More information

. Compute the following limits.

. Compute the following limits. Today: Tangent Lines and te Derivative at a Point Warmup:. Let f(x) =x. Compute te following limits. f( + ) f() (a) lim f( +) f( ) (b) lim. Let g(x) = x. Compute te following limits. g(3 + ) g(3) (a) lim

More information

MA455 Manifolds Solutions 1 May 2008

MA455 Manifolds Solutions 1 May 2008 MA455 Manifolds Solutions 1 May 2008 1. (i) Given real numbers a < b, find a diffeomorpism (a, b) R. Solution: For example first map (a, b) to (0, π/2) and ten map (0, π/2) diffeomorpically to R using

More information

Final exam: Tuesday, May 11, 7:30-9:30am, Coates 143

Final exam: Tuesday, May 11, 7:30-9:30am, Coates 143 Final exam: Tuesday, May 11, 7:30-9:30am, Coates 143 Approximately 7 questions/6 problems Approximately 50% material since last test, 50% everyting covered on Exams I-III About 50% of everyting closely

More information

SIMG Solution Set #5

SIMG Solution Set #5 SIMG-303-0033 Solution Set #5. Describe completely te state of polarization of eac of te following waves: (a) E [z,t] =ˆxE 0 cos [k 0 z ω 0 t] ŷe 0 cos [k 0 z ω 0 t] Bot components are traveling down te

More information

June : 2016 (CBCS) Body. Load

June : 2016 (CBCS) Body. Load Engineering Mecanics st Semester : Common to all rances Note : Max. marks : 6 (i) ttempt an five questions (ii) ll questions carr equal marks. (iii) nswer sould be precise and to te point onl (iv) ssume

More information

3.1 Extreme Values of a Function

3.1 Extreme Values of a Function .1 Etreme Values of a Function Section.1 Notes Page 1 One application of te derivative is finding minimum and maimum values off a grap. In precalculus we were only able to do tis wit quadratics by find

More information

Chapter A 9.0-V battery is connected to a lightbulb, as shown below. 9.0-V Battery. a. How much power is delivered to the lightbulb?

Chapter A 9.0-V battery is connected to a lightbulb, as shown below. 9.0-V Battery. a. How much power is delivered to the lightbulb? Capter continued carges on te plates were reversed, te droplet would accelerate downward since all forces ten act in te same direction as gravity. 5. A 0.5-F capacitor is able to store 7.0 0 C of carge

More information

The Electromagnetic Spectrum. Today

The Electromagnetic Spectrum. Today Today Announcements: HW#7 is due after Spring Break on Wednesday Marc 1 t Exam # is on Tursday after Spring Break Te fourt extra credit project will be a super bonus points project. Tis extra credit can

More information

Differentiation in higher dimensions

Differentiation in higher dimensions Capter 2 Differentiation in iger dimensions 2.1 Te Total Derivative Recall tat if f : R R is a 1-variable function, and a R, we say tat f is differentiable at x = a if and only if te ratio f(a+) f(a) tends

More information

Click here to see an animation of the derivative

Click here to see an animation of the derivative Differentiation Massoud Malek Derivative Te concept of derivative is at te core of Calculus; It is a very powerful tool for understanding te beavior of matematical functions. It allows us to optimize functions,

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL IFFERENTIATION FIRST ERIVATIVES Te simplest difference formulas are based on using a straigt line to interpolate te given data; tey use two data pints to estimate te derivative. We assume tat

More information

lecture 26: Richardson extrapolation

lecture 26: Richardson extrapolation 43 lecture 26: Ricardson extrapolation 35 Ricardson extrapolation, Romberg integration Trougout numerical analysis, one encounters procedures tat apply some simple approximation (eg, linear interpolation)

More information

Microstrip Antennas- Rectangular Patch

Microstrip Antennas- Rectangular Patch April 4, 7 rect_patc_tl.doc Page of 6 Microstrip Antennas- Rectangular Patc (Capter 4 in Antenna Teory, Analysis and Design (nd Edition) by Balanis) Sown in Figures 4. - 4.3 Easy to analyze using transmission

More information

Tutorial 2 (Solution) 1. An electron is confined to a one-dimensional, infinitely deep potential energy well of width L = 100 pm.

Tutorial 2 (Solution) 1. An electron is confined to a one-dimensional, infinitely deep potential energy well of width L = 100 pm. Seester 007/008 SMS0 Modern Pysics Tutorial Tutorial (). An electron is confined to a one-diensional, infinitely deep potential energy well of widt L 00 p. a) Wat is te least energy te electron can ave?

More information

Math 34A Practice Final Solutions Fall 2007

Math 34A Practice Final Solutions Fall 2007 Mat 34A Practice Final Solutions Fall 007 Problem Find te derivatives of te following functions:. f(x) = 3x + e 3x. f(x) = x + x 3. f(x) = (x + a) 4. Is te function 3t 4t t 3 increasing or decreasing wen

More information