Periodic systems: Concepts
|
|
- Basil Clark
- 6 years ago
- Views:
Transcription
1 Periodic systems: Cocepts Sergey V. Levcheo FHI Theory departmet
2 Remider: electroic-structure problem h = h = uow fuctios (oe-electro wave fuctios) ( ) = ( ) - basis set expasio ( ) - ow fuctios (basis fuctios) Geeralized eigevalue problem: h[ ] =
3 Exteded (periodic) systems There are electros per 1 mm 3 of bul Cu x y z a 1 a 2 a 3 Positio of every atom i the crystal (Bravais lattice): ) (0,0,0 ),, ( a a a r r lattice vector: 2, 1, 0,,, ),, ( a a a R
4 Example: two-dimesioal Bravais lattice a 1 a 2 primitive uit cells 3a a The form of the primitive uit cell is ot uique
5 From molecules to solids Electroic bads as limit of bodig ad ati-bodig combiatios of atomic orbitals: electroic bad bad gap Adapted from: Roald Hoffma, Agew. Chem. It. Ed. Egl. 26, 846 (1987)
6 Bloch s theorem U ( r R) U ( r) Periodic potetial (traslatioal symmetry) R 1a 1 2a2 3a3 I a ifiite periodic solid, the solutios of the oe-particle Schrödiger equatios must behave lie ( r R) exp( ir) ( r) 0 r R r R Idex is a vector i reciprocal space g 1 2 x1g 1 x2g2 x3g3 i j ij a m a g l 2 reciprocal lattice vectors Cosequetly: g a ( r) exp( ir) u( r), u( r R) u( r) g 2
7 The meaig of a a a a exp( ix j ) 1s ( j a) j chai of hydroge atoms shows the phase with which the orbitals are combied: = 0: exp( 0) 1s ( j a) 1s ( a) 1s (2 ) 0 a j π = : 0 exp( i j) 1s ( j a) 1s ( a) 1s (2a) 1s (3a) a j is a symmetry label ad a ode couter, ad also represets electro mometum Adapted from: Roald Hoffma, Agew. Chem. It. Ed. Egl. 26, 846 (1987)
8 Bloch s theorem: cosequeces I a periodic system, the solutios of the Schrödiger equatios are characterized by a iteger umber (called bad idex) ad a vector : hˆ ( r) exp( ir) u ( r), u ( r R) u ( r) g 1 For ay reciprocal lattice vector G 1g1 2g2 3g3 G g 2 g 1 g 2 exp( ir )[ u exp( igr )] exp( ir ) u~ G G a Bloch state at +G with idex a lattice-periodic fuctio u ~ a Bloch state at with a differet idex Ca choose to cosider oly withi sigle primitive uit cell i reciprocal space
9 Brilloui zoes A covetioal choice for the reciprocal lattice uit cell For a square lattice I three dimesios: Face-cetered cubic (fcc) lattice Body-cetered cubic (bcc) lattice Wiger-Seitz cell For a hexagoal lattice Wiger-Seitz cell
10 Time-reversal symmetry For Hermitia, ca be chose to be real ĥ ) ( ) ( ˆ ) ( ) ( ˆ * * r r r r h h From Bloch s theorem: ) ( ) exp( ) ( ) ( ) exp( ) ( * * r R R r r R R r i i ) ( * ( ) Electroic states at ad are at least doubly degeerate (i the absece of magetic field)
11 Commoly used basis sets: Basis sets i ( r) C ip p ( r) p plae waves exp( i r) (delocalized, aalytic itegrals) gaussias x i y j z exp( r 2 ) (localized, aalytic itegrals) Slater-type x i y j z exp( r) (localized, uclear cusp) Numeric atomic orbitals (, ) (localized, flexible) grid-based ( r ri ) (localized) Core electros are ofte treated separately (pseudopotetials, plae-wave + localized basis)
12 Localized basis sets ad periodic systems = ( + ) New basis fuctios satisfyig Bloch s theorem: + = ( ) =, ( ) + = ( )
13 Localized basis sets ad periodic systems h + = + Multiply by ad itegrate over all space: h + = + h I practice, all itegratio poits ad pieces of bac to the origial uit cell: are mapped = 0
14 Electroic bad structure () -π/a 0 π/a Bad structure represets depedece of o For a periodic (ifiite) crystal, there is a ifiite umber of states for each bad idex, differig by the value of
15 Electroic bad structure i three dimesios Brilloui zoe of the fcc lattice z Al bad structure (DFT-PBE) x Γ Λ L U Σ Δ X K W y ε (), ev By covetio, are measured (agular-resolved photoemissio spectroscopy, ARPES) ad calculated alog lies i -space coectig poits of high symmetry
16 Fiite -poit mesh Charge desities ad other quatities are represeted by Brilloui zoe itegrals: ( r) occ j ( r) BZ j 2 d 3 BZ 8x4 Mohorst-Pac grid, smooth fuctios of ca use a fiite mesh, ad the iterpolate ad/or use perturbatio theory to calculate itegrals ( r) occ pt j N m1 w m j m ( r) 2 1 y H.J. Mohorst ad J.D. Pac, Phys. Rev.B 13, 5188 (1976); Phys. Rev. B 16, 1748 (1977) b 2 x b
17 Bad gap ad bad width (dispersio) 0.8 Å hydroge molecule chai a a a (DFT-PBE) a = 10.0 Å a = 5.0 Å ε() ε() 0 0 a a = 2.0 Å a a a = 1.6 Å a ε() ε() Overlap betwee iteractig orbitals determies bad gap ad bad width
18 Bad structure test example Orbital eergies are smooth fuctios of Example: chai of Pt-L 4 complexes (K 2 [Pt(CN) 4 ]) a x 2 -y 2 z y x z z = π/a ε() xz,yz y x z xy xz yz xy z 2 z 2 0 π/a Adapted from: Roald Hoffma, Agew. Chem. It. Ed. Egl. 26, 846 (1987)
19 Isulators, semicoductors, ad metals E g >> B T E g ~ B T ε F Isulators (MgO, NaCl, ZO, ) Semicoductors (Si, Ge, ) E g =0 Metals (Cu, Al, Fe, ) I a metal, some (at least oe) eergy bads are oly partially occupied The Fermi eergy ε F separates the highest occupied states from lowest uoccupied
20 Fermi surface Plottig the relatio ( ) F i reciprocal space for differet yields differet parts of the Fermi surface For free electros, Fermi surface is a sphere 2 2 m e 2 F K Cu Al Periodic table of Fermi surfaces: The grid used i -space must be sufficietly fie to accurately sample the Fermi surface
21 Desity Of States (DOS) N j j j w d g pt BZ 1 3 )) ( ( )) ( ( ) ( Number of states i eergy iterval dε per uit volume, d d 1 1
22 Atom-Projected Desity Of States (APDOS) Decompositio of DOS ito cotributios from differet atomic fuctios i : gi ( ) i ( r) ( r) d r ( ( )) d BZ O(3d) Mg(3d) Mg(3p) Mg(3s) O(2p) O(2s) Recovery of the chemical iterpretatio i terms of orbitals Qualitative aalysis tool; ambiguities must be resolved by trucatig the r-itegral or by Löwdi orthogoalizatio of i
23 Potetial of a array of poit charges + Total potetial at r=(0.05,0.05,0.05) Å, ev V ( r) R i1 Number of poit charges N N q i, q r r R Covergece of the potetial with umber of charges is extremely slow i i1 i 0
24 V ( r) 1 i, R V ( r) q i R Ewald summatio N i1 q i r r R screeig gaussia charge distributio erfc r ri R r ri R i + 2 V ( r) 4 ( r) (Poisso's equatio) / V exp ( r r ) 2 i / ( r) q i exp ig ( r r ) 2 i i, G0 G 4 G Decays fast with R Decays fast with G Diverges at G 0 is cacelled for, but divergece There is o uiversal potetial eergy referece (lie vacuum level) for periodic systems importat whe comparig differet systems i q i 0
25 Modelig surfaces, iterfaces, ad poit defects the supercell approach
26 The supercell approach Ca we beefit from periodic modelig of o-periodic systems? Yes, for iterfaces (surfaces) ad wires (also with adsorbates), ad defects (especially for cocetratio or coverage depedeces) Supercell approach to surfaces (slab model) Approach accouts for the lateral periodicity supercell Sufficietly broad vacuum regio to decouple the slabs Sufficiet slab thicess to mimic semi-ifiite crystal Semicoductors: saturate daglig bods o the bac surface No-equivalet surfaces: use dipole correctio Alterative: cluster models (for defects ad adsorbates)
27 Surface bad structure Example: fcc crystal, (111) surface z z z M Γ M Γ K surface Brilloui zoe
28 Surface bad structure of Cu(111) 2 ε F 1-1 Shocley surface state Tamm surface state Eergy, ev M Γ Cu(111) M
29 For ear-free electros: Shocley surface states ( r) ~ exp( i r) matchig coditio ~ exp[ z] ~ exp[ i( i ) z] 0 potetial Decayig states ca be treated as Bloch states with complex (W. Koh, Phys. Rev., 115, 809 (1959)) Complex bad structures ca give useful iformatio about coductace through iterfaces ad molecular juctios z
30 Tamm surface states I the tight-bidig (localized orbital) picture, surface states may appear due to daglig orbitals split off from the bad edge
31 Surface recostructio ad bad structure Dimerizatio at (001)-surface of group IV-elemets [001] side view top view [110] [110] bul-termiated atomic structure side view
32 Surface recostructio ad bad structure Buclig of dimers at Si (100) surface π-bod see, e.g., J. Dabrowsi ad M. Scheffler, Appl. Surf. Sci , 15 (1992) re-hybridizatio ad charge trasfer (from dow to up)
33 Surface recostructio ad bad structure symmetric dimer model (SDM) asymmetric dimer model (ADM) Experimetal results from agular-resolved photoemissio spectroscopy cotour plot of electro desity differece with respect to free Si atoms (dashed = decrease) total desity cotour plot P. Krüger & J. Pollma, Phys. Rev. Lett. 74, 1155 (1995)
34 Cocludig remars 1) Periodic models ca be efficietly used to study cocetratio/coverage depedece, icludig ifiitely dilute limit (low-dimesioal systems, defects, etc.) 2) A lot of useful ad experimetally testable iformatio o material s properties ca be obtaied from the aalysis of its electroic structure (bad structure, DOS, APDOS, etc.) 3) A lot of developmet (i both computatioal methods ad code efficiecy) is still ecessary to go beyod stadard DFT for periodic systems, ad to approach accuracy that ca be achieved owadays for molecules
35 Recommeded literature Neil W. Ashcroft ad N. David Mermi, Solid state physics Axel Groß, Theoretical surface sciece: A microscopic perspective Roald Hoffma (1981 Nobel Prize i Chemistry (shared with Keichi Fuui)): 1) How Chemistry ad Physics Meet i the Solid State, Agew. Chem. It. Ed. Egl. 26, (1987) 2) A chemical ad theoretical way to loo at bodig o surfaces, Reviews of moder physics, 60, (1988)
36 Surface modelig: importat issues 1) Fiite slab thicess (surface-surface iteractio) 2) Fiite vacuum layer thicess (image-image iteractios) 3) Log-rage iteractios (charge, dipole momet) φ periodic boudary coditios artificial electric field φ ) Surface polarity Nb (+5) Li (+1) Δφ O (-2) +q -q +q -q+q -q +q -q +q -q +q -q
37 From molecules to solids Electroic bads as limit of bodig ad ati-bodig combiatios of atomic orbitals: bads bad gap R. Hoffma, Solids ad Surfaces - A chemist s view of bodig i exteded structures, VCH Publishers, 1998
38 Shocley surface states For early-free electros: ( ) ~ exp[ z] ~ exp[ i( i) z] gap 2 V G i 0 z 0 a
17 Phonons and conduction electrons in solids (Hiroshi Matsuoka)
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.
More informationPHY4905: 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 informationBasics of DFT applications to solids and surfaces
Basics of DFT applications to solids and surfaces Peter Kratzer Physics Department, University Duisburg-Essen, Duisburg, Germany E-mail: Peter.Kratzer@uni-duisburg-essen.de Periodicity in real space and
More informationChap 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 informationI. ELECTRONS IN A LATTICE. A. Degenerate perturbation theory
1 I. ELECTRONS IN A LATTICE A. Degeerate perturbatio theory To carry out a degeerate perturbatio theory calculatio we eed to cocetrate oly o the part of the Hilbert space that is spaed by the degeerate
More informationOffice: JILA A709; Phone ;
Office: JILA A709; Phoe 303-49-7841; email: weberjm@jila.colorado.edu Problem Set 5 To be retured before the ed of class o Wedesday, September 3, 015 (give to me i perso or slide uder office door). 1.
More informationHE ATOM & APPROXIMATION METHODS MORE GENERAL VARIATIONAL TREATMENT. Examples:
5.6 4 Lecture #3-4 page HE ATOM & APPROXIMATION METHODS MORE GENERAL VARIATIONAL TREATMENT Do t restrict the wavefuctio to a sigle term! Could be a liear combiatio of several wavefuctios e.g. two terms:
More informationLecture 6. Bonds to Bands. But for most problems we use same approximation methods: 6. The Tight-Binding Approximation
6. The Tight-Bidig Approximatio or from Bods to Bads Basic cocepts i quatum chemistry LCAO ad molecular orbital theory The tight bidig model of solids bads i 1,, ad 3 dimesios Refereces: 1. Marder, Chapters
More informationThere 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 informationa b c d e f g h Supplementary Information
Supplemetary Iformatio a b c d e f g h Supplemetary Figure S STM images show that Dark patters are frequetly preset ad ted to accumulate. (a) mv, pa, m ; (b) mv, pa, m ; (c) mv, pa, m ; (d) mv, pa, m ;
More informationPAPER : 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 information62. 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 informationQuestion 1: The magnetic case
September 6, 018 Corell Uiversity, Departmet of Physics PHYS 337, Advace E&M, HW # 4, due: 9/19/018, 11:15 AM Questio 1: The magetic case I class, we skipped over some details, so here you are asked to
More informationPHYS-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 informationCEE 522 Autumn Uncertainty Concepts for Geotechnical Engineering
CEE 5 Autum 005 Ucertaity Cocepts for Geotechical Egieerig Basic Termiology Set A set is a collectio of (mutually exclusive) objects or evets. The sample space is the (collectively exhaustive) collectio
More informationChapter 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 informationPHYS-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 informationMAT1026 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 informationMIT Department of Chemistry 5.74, Spring 2005: Introductory Quantum Mechanics II Instructor: Professor Andrei Tokmakoff
MIT Departmet of Chemistry 5.74, Sprig 5: Itroductory Quatum Mechaics II Istructor: Professor Adrei Tomaoff p. 97 ABSORPTION SPECTRA OF MOLECULAR AGGREGATES The absorptio spectra of periodic arrays of
More informationCHAPTER 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 informationLecture 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 informationChimica Inorganica 3
himica Iorgaica Irreducible Represetatios ad haracter Tables Rather tha usig geometrical operatios, it is ofte much more coveiet to employ a ew set of group elemets which are matrices ad to make the rule
More information1 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 information5.80 Small-Molecule Spectroscopy and Dynamics
MIT OpeCourseWare http://ocw.mit.edu 5.80 Small-Molecule Spectroscopy ad Dyamics Fall 2008 For iformatio about citig these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. Lecture # 33 Supplemet
More informationNew Version of the Rayleigh Schrödinger Perturbation Theory: Examples
New Versio of the Rayleigh Schrödiger Perturbatio Theory: Examples MILOŠ KALHOUS, 1 L. SKÁLA, 1 J. ZAMASTIL, 1 J. ČÍŽEK 2 1 Charles Uiversity, Faculty of Mathematics Physics, Ke Karlovu 3, 12116 Prague
More informationHomework 7 Due 5 December 2017 The numbers following each question give the approximate percentage of marks allocated to that question.
Name: Homework 7 Due 5 December 2017 The umbers followig each questio give the approximate percetage of marks allocated to that questio. 1. Use the reciprocal metric tesor agai to calculate the agle betwee
More informationLecture 4 Conformal Mapping and Green s Theorem. 1. Let s try to solve the following problem by separation of variables
Lecture 4 Coformal Mappig ad Gree s Theorem Today s topics. Solvig electrostatic problems cotiued. Why separatio of variables does t always work 3. Coformal mappig 4. Gree s theorem The failure of separatio
More informationLecture #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 informationWe are mainly going to be concerned with power series in x, such as. (x)} converges - that is, lims N n
Review of Power Series, Power Series Solutios A power series i x - a is a ifiite series of the form c (x a) =c +c (x a)+(x a) +... We also call this a power series cetered at a. Ex. (x+) is cetered at
More informationChapter 1. Complex Numbers. Dr. Pulak Sahoo
Chapter 1 Complex Numbers BY Dr. Pulak Sahoo Assistat Professor Departmet of Mathematics Uiversity Of Kalyai West Begal, Idia E-mail : sahoopulak1@gmail.com 1 Module-2: Stereographic Projectio 1 Euler
More informationMicron School of Materials Science and Engineering. Problem Set 7 Solutions
Problem Set 7 Solutios 1. I class, we reviewed several dispersio relatios (i.e., E- diagrams or E-vs- diagrams) of electros i various semicoductors ad a metal. Fid a dispersio relatio that differs from
More informationENGI Series Page 6-01
ENGI 3425 6 Series Page 6-01 6. Series Cotets: 6.01 Sequeces; geeral term, limits, covergece 6.02 Series; summatio otatio, covergece, divergece test 6.03 Stadard Series; telescopig series, geometric series,
More informationPhysics 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 informationSemiconductor 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 informationNumerical Methods for Ordinary Differential Equations
Numerical Methods for Ordiary Differetial Equatios Braislav K. Nikolić Departmet of Physics ad Astroomy, Uiversity of Delaware, U.S.A. PHYS 460/660: Computatioal Methods of Physics http://www.physics.udel.edu/~bikolic/teachig/phys660/phys660.html
More informationBasics of periodic systems calculations
Basics of peiodic systems calculatios Electoic stuctue theoy fo mateials Segey V. Levcheo FHI Theoy depatmet Exteded peiodic systems Thee ae 10 0 electos pe 1 mm of bul Cu x y z a 1 a a Positio of evey
More informationIntrinsic Carrier Concentration
Itrisic Carrier Cocetratio I. Defiitio Itrisic semicoductor: A semicoductor material with o dopats. It electrical characteristics such as cocetratio of charge carriers, deped oly o pure crystal. II. To
More informationIntroduction to Extreme Value Theory Laurens de Haan, ISM Japan, Erasmus University Rotterdam, NL University of Lisbon, PT
Itroductio to Extreme Value Theory Laures de Haa, ISM Japa, 202 Itroductio to Extreme Value Theory Laures de Haa Erasmus Uiversity Rotterdam, NL Uiversity of Lisbo, PT Itroductio to Extreme Value Theory
More informationAnalysis of composites with multiple rigid-line reinforcements by the BEM
Aalysis of composites with multiple rigid-lie reiforcemets by the BEM Piotr Fedeliski* Departmet of Stregth of Materials ad Computatioal Mechaics, Silesia Uiversity of Techology ul. Koarskiego 18A, 44-100
More information: Transforms and Partial Differential Equations
Trasforms ad Partial Differetial Equatios 018 SUBJECT NAME : Trasforms ad Partial Differetial Equatios SUBJECT CODE : MA 6351 MATERIAL NAME : Part A questios REGULATION : R013 WEBSITE : wwwharigaeshcom
More informationEwald Summation for Coulomb Interactions in a Periodic Supercell
Ewald Summatio for Coulomb Iteractios i a Periodic Supercell Har Lee ad Wei Cai Departmet of Mechaical Egieerig, Staford Uiversity, CA 9435-44 Jauary, 29 Cotets Problem Statemet 2 Charge Distributio Fuctio
More informationReview Sheet for Final Exam
Sheet for ial To study for the exam, we suggest you look through the past review sheets, exams ad homework assigmets, ad idetify the topics that you most eed to work o. To help with this, the table give
More informationSingular Continuous Measures by Michael Pejic 5/14/10
Sigular Cotiuous Measures by Michael Peic 5/4/0 Prelimiaries Give a set X, a σ-algebra o X is a collectio of subsets of X that cotais X ad ad is closed uder complemetatio ad coutable uios hece, coutable
More informationQuantum Simulation: Solving Schrödinger Equation on a Quantum Computer
Purdue Uiversity Purdue e-pubs Birc Poster Sessios Birc Naotechology Ceter 4-14-008 Quatum Simulatio: Solvig Schrödiger Equatio o a Quatum Computer Hefeg Wag Purdue Uiversity, wag10@purdue.edu Sabre Kais
More informationRotationally invariant integrals of arbitrary dimensions
September 1, 14 Rotatioally ivariat itegrals of arbitrary dimesios James D. Wells Physics Departmet, Uiversity of Michiga, A Arbor Abstract: I this ote itegrals over spherical volumes with rotatioally
More informationAdvanced Analysis. Min Yan Department of Mathematics Hong Kong University of Science and Technology
Advaced Aalysis Mi Ya Departmet of Mathematics Hog Kog Uiversity of Sciece ad Techology September 3, 009 Cotets Limit ad Cotiuity 7 Limit of Sequece 8 Defiitio 8 Property 3 3 Ifiity ad Ifiitesimal 8 4
More informationSECTION 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 informationSolids - types. correlates with bonding energy
Solids - types MOLCULAR. Set of sigle atoms or molecules boud to adjacet due to weak electric force betwee eutral objects (va der Waals). Stregth depeds o electric dipole momet No free electros poor coductors
More informationDiffusivity 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 informationTMA4205 Numerical Linear Algebra. The Poisson problem in R 2 : diagonalization methods
TMA4205 Numerical Liear Algebra The Poisso problem i R 2 : diagoalizatio methods September 3, 2007 c Eiar M Røquist Departmet of Mathematical Scieces NTNU, N-749 Trodheim, Norway All rights reserved A
More informationAssignment 2 Solutions SOLUTION. ϕ 1 Â = 3 ϕ 1 4i ϕ 2. The other case can be dealt with in a similar way. { ϕ 2 Â} χ = { 4i ϕ 1 3 ϕ 2 } χ.
PHYSICS 34 QUANTUM PHYSICS II (25) Assigmet 2 Solutios 1. With respect to a pair of orthoormal vectors ϕ 1 ad ϕ 2 that spa the Hilbert space H of a certai system, the operator  is defied by its actio
More informationn 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 informationFilter banks. Separately, the lowpass and highpass filters are not invertible. removes the highest frequency 1/ 2and
Filter bas Separately, the lowpass ad highpass filters are ot ivertible T removes the highest frequecy / ad removes the lowest frequecy Together these filters separate the sigal ito low-frequecy ad high-frequecy
More informationProgress In Electromagnetics Research, PIER 51, , 2005
Progress I Electromagetics Research, PIER 51, 187 195, 2005 COMPLEX GUIDED WAVE SOLUTIONS OF GROUNDED DIELECTRIC SLAB MADE OF METAMATERIALS C. Li, Q. Sui, ad F. Li Istitute of Electroics Chiese Academy
More informationChapter 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 informationPHYS-505 Parity and other Discrete Symmetries Lecture-7!
PHYS-505 Parity ad other Discrete Symmetries Lecture-7! 1 Discrete Symmetries So far we have cosidered cotiuous symmetry operators that is, operatios that ca be obtaied by applyig successively ifiitesimal
More informationNumerical Conformal Mapping via a Fredholm Integral Equation using Fourier Method ABSTRACT INTRODUCTION
alaysia Joural of athematical Scieces 3(1): 83-93 (9) umerical Coformal appig via a Fredholm Itegral Equatio usig Fourier ethod 1 Ali Hassa ohamed urid ad Teh Yua Yig 1, Departmet of athematics, Faculty
More information(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3
MATH 337 Sequeces Dr. Neal, WKU Let X be a metric space with distace fuctio d. We shall defie the geeral cocept of sequece ad limit i a metric space, the apply the results i particular to some special
More informationPhysics 7440, Solutions to Problem Set # 8
Physics 7440, Solutios to Problem Set # 8. Ashcroft & Mermi. For both parts of this problem, the costat offset of the eergy, ad also the locatio of the miimum at k 0, have o effect. Therefore we work with
More informationX. Perturbation Theory
X. Perturbatio Theory I perturbatio theory, oe deals with a ailtoia that is coposed Ĥ that is typically exactly solvable of two pieces: a referece part ad a perturbatio ( Ĥ ) that is assued to be sall.
More informationSequences, Mathematical Induction, and Recursion. CSE 2353 Discrete Computational Structures Spring 2018
CSE 353 Discrete Computatioal Structures Sprig 08 Sequeces, Mathematical Iductio, ad Recursio (Chapter 5, Epp) Note: some course slides adopted from publisher-provided material Overview May mathematical
More informationBuilding an NMR Quantum Computer
Buildig a NMR Quatum Computer Spi, the Ster-Gerlach Experimet, ad the Bloch Sphere Kevi Youg Berkeley Ceter for Quatum Iformatio ad Computatio, Uiversity of Califoria, Berkeley, CA 9470 Scalable ad Secure
More informationHonors Calculus Homework 13 Solutions, due 12/8/5
Hoors Calculus Homework Solutios, due /8/5 Questio Let a regio R i the plae be bouded by the curves y = 5 ad = 5y y. Sketch the regio R. The two curves meet where both equatios hold at oce, so where: y
More informationIntroduction to Solid State Physics
Itroductio to Solid State Physics Class: Itegrated Photoic Devices Time: Fri. 8:00am ~ 11:00am. Classroom: 資電 206 Lecturer: Prof. 李明昌 (Mig-Chag Lee) Electros i A Atom Electros i A Atom Electros i Two atoms
More informationLecture #5: Begin Quantum Mechanics: Free Particle and Particle in a 1D Box
561 Fall 013 Lecture #5 page 1 Last time: Lecture #5: Begi Quatum Mechaics: Free Particle ad Particle i a 1D Box u 1 u 1-D Wave equatio = x v t * u(x,t): displacemets as fuctio of x,t * d -order: solutio
More informationHydrogen (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 informationNBHM QUESTION 2007 Section 1 : Algebra Q1. Let G be a group of order n. Which of the following conditions imply that G is abelian?
NBHM QUESTION 7 NBHM QUESTION 7 NBHM QUESTION 7 Sectio : Algebra Q Let G be a group of order Which of the followig coditios imply that G is abelia? 5 36 Q Which of the followig subgroups are ecesarily
More informationQuantum 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 informationFINALTERM EXAMINATION Fall 9 Calculus & Aalytical Geometry-I Questio No: ( Mars: ) - Please choose oe Let f ( x) is a fuctio such that as x approaches a real umber a, either from left or right-had-side,
More informationComplex Analysis Spring 2001 Homework I Solution
Complex Aalysis Sprig 2001 Homework I Solutio 1. Coway, Chapter 1, sectio 3, problem 3. Describe the set of poits satisfyig the equatio z a z + a = 2c, where c > 0 ad a R. To begi, we see from the triagle
More informationAn Introduction to Randomized Algorithms
A Itroductio to Radomized Algorithms The focus of this lecture is to study a radomized algorithm for quick sort, aalyze it usig probabilistic recurrece relatios, ad also provide more geeral tools for aalysis
More information1.3 Convergence Theorems of Fourier Series. k k k k. N N k 1. With this in mind, we state (without proof) the convergence of Fourier series.
.3 Covergece Theorems of Fourier Series I this sectio, we preset the covergece of Fourier series. A ifiite sum is, by defiitio, a limit of partial sums, that is, a cos( kx) b si( kx) lim a cos( kx) b si(
More informationFree electron gas. Nearly free electron model. Tight-binding model. Semiconductors
Electroic Structure Drude theory Free electro gas Nearly free electro model Tight-bidig model Semicoductors Readig: A/M 1-3,8-10 G/S 7,11 Hoffma p. 1-0 106 DC ELECTRICAL CONDUCTIVITY A costat electric
More informationFrequency Domain Filtering
Frequecy Domai Filterig Raga Rodrigo October 19, 2010 Outlie Cotets 1 Itroductio 1 2 Fourier Represetatio of Fiite-Duratio Sequeces: The Discrete Fourier Trasform 1 3 The 2-D Discrete Fourier Trasform
More informationA Lattice Green Function Introduction. Abstract
August 5, 25 A Lattice Gree Fuctio Itroductio Stefa Hollos Exstrom Laboratories LLC, 662 Nelso Park Dr, Logmot, Colorado 853, USA Abstract We preset a itroductio to lattice Gree fuctios. Electroic address:
More informationA Brief Introduction to the Physical Basis for Electron Spin Resonance
A Brief Itroductio to the Physical Basis for Electro Spi Resoace I ESR measuremets, the sample uder study is exposed to a large slowly varyig magetic field ad a microwave frequecy magetic field orieted
More information1 6 = 1 6 = + Factorials and Euler s Gamma function
Royal Holloway Uiversity of Lodo Departmet of Physics Factorials ad Euler s Gamma fuctio Itroductio The is a self-cotaied part of the course dealig, essetially, with the factorial fuctio ad its geeralizatio
More informationStreamfunction-Vorticity Formulation
Streamfuctio-Vorticity Formulatio A. Salih Departmet of Aerospace Egieerig Idia Istitute of Space Sciece ad Techology, Thiruvaathapuram March 2013 The streamfuctio-vorticity formulatio was amog the first
More informationNernst Equation. Nernst Equation. Electric Work and Gibb's Free Energy. Skills to develop. Electric Work. Gibb's Free Energy
Nerst Equatio Skills to develop Eplai ad distiguish the cell potetial ad stadard cell potetial. Calculate cell potetials from kow coditios (Nerst Equatio). Calculate the equilibrium costat from cell potetials.
More informationMathematical Methods for Physics and Engineering
Mathematical Methods for Physics ad Egieerig Lecture otes Sergei V. Shabaov Departmet of Mathematics, Uiversity of Florida, Gaiesville, FL 326 USA CHAPTER The theory of covergece. Numerical sequeces..
More information1. 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 informationLast time: Moments of the Poisson distribution from its generating function. Example: Using telescope to measure intensity of an object
6.3 Stochastic Estimatio ad Cotrol, Fall 004 Lecture 7 Last time: Momets of the Poisso distributio from its geeratig fuctio. Gs () e dg µ e ds dg µ ( s) µ ( s) µ ( s) µ e ds dg X µ ds X s dg dg + ds ds
More informationL = 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 information1 1 2 = show that: over variables x and y. [2 marks] Write down necessary conditions involving first and second-order partial derivatives for ( x0, y
Questio (a) A square matrix A= A is called positive defiite if the quadratic form waw > 0 for every o-zero vector w [Note: Here (.) deotes the traspose of a matrix or a vector]. Let 0 A = 0 = show that:
More informationREVIEW 1, MATH n=1 is convergent. (b) Determine whether a n is convergent.
REVIEW, MATH 00. Let a = +. a) Determie whether the sequece a ) is coverget. b) Determie whether a is coverget.. Determie whether the series is coverget or diverget. If it is coverget, fid its sum. a)
More information9.4.3 Fundamental Parameters. Concentration Factor. Not recommended. See Extraction factor. Decontamination Factor
9.4.3 Fudametal Parameters Cocetratio Factor Not recommeded. See Extractio factor. Decotamiatio Factor The ratio of the proportio of cotamiat to product before treatmet to the proportio after treatmet.
More informationDoped semiconductors: donor impurities
Doped semicoductors: door impurities A silico lattice with a sigle impurity atom (Phosphorus, P) added. As compared to Si, the Phosphorus has oe extra valece electro which, after all bods are made, has
More informationLesson 10: Limits and Continuity
www.scimsacademy.com Lesso 10: Limits ad Cotiuity SCIMS Academy 1 Limit of a fuctio The cocept of limit of a fuctio is cetral to all other cocepts i calculus (like cotiuity, derivative, defiite itegrals
More informationLecture 2: Poisson Sta*s*cs Probability Density Func*ons Expecta*on and Variance Es*mators
Lecture 2: Poisso Sta*s*cs Probability Desity Fuc*os Expecta*o ad Variace Es*mators Biomial Distribu*o: P (k successes i attempts) =! k!( k)! p k s( p s ) k prob of each success Poisso Distributio Note
More informationInfinite Sequences and Series
Chapter 6 Ifiite Sequeces ad Series 6.1 Ifiite Sequeces 6.1.1 Elemetary Cocepts Simply speakig, a sequece is a ordered list of umbers writte: {a 1, a 2, a 3,...a, a +1,...} where the elemets a i represet
More informationChapter 8 Approximation Methods, Hueckel Theory
Witer 3 Chem 356: Itroductory Quatum Mechaics Chapter 8 Approximatio Methods, Huecel Theory... 8 Approximatio Methods... 8 The Liear Variatioal Priciple... Chapter 8 Approximatio Methods, Huecel Theory
More informationChapter 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 informationMultiple Groenewold Products: from path integrals to semiclassical correlations
Multiple Groeewold Products: from path itegrals to semiclassical correlatios 1. Traslatio ad reflectio bases for operators Traslatio operators, correspod to classical traslatios, withi the classical phase
More informationA Note on Integrals & Hybrid Contours in the Complex Plane
A Note o Itegrals & Hybrid Cotours i the Complex Plae Joh Gill July 4 Abstract: Cotour itegrals ca be expressed graphically as simple vectors arisig from a secodary cotour. We start with a well-behaved
More informationModule 18 Discrete Time Signals and Z-Transforms Objective: Introduction : Description: Discrete Time Signal representation
Module 8 Discrete Time Sigals ad Z-Trasforms Objective:To uderstad represetig discrete time sigals, apply z trasform for aalyzigdiscrete time sigals ad to uderstad the relatio to Fourier trasform Itroductio
More informationA numerical Technique Finite Volume Method for Solving Diffusion 2D Problem
The Iteratioal Joural Of Egieerig d Sciece (IJES) Volume 4 Issue 10 Pages PP -35-41 2015 ISSN (e): 2319 1813 ISSN (p): 2319 1805 umerical Techique Fiite Volume Method for Solvig Diffusio 2D Problem 1 Mohammed
More informationSolutions to Final Exam Review Problems
. Let f(x) 4+x. Solutios to Fial Exam Review Problems Math 5C, Witer 2007 (a) Fid the Maclauri series for f(x), ad compute its radius of covergece. Solutio. f(x) 4( ( x/4)) ( x/4) ( ) 4 4 + x. Sice the
More information1. pn junction under bias 2. I-Vcharacteristics
Lecture 10 The p Juctio (II) 1 Cotets 1. p juctio uder bias 2. I-Vcharacteristics 2 Key questios Why does the p juctio diode exhibit curret rectificatio? Why does the juctio curret i forward bias icrease
More informationComparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series
Applied Mathematical Scieces, Vol. 7, 03, o. 6, 3-337 HIKARI Ltd, www.m-hikari.com http://d.doi.org/0.988/ams.03.3430 Compariso Study of Series Approimatio ad Covergece betwee Chebyshev ad Legedre Series
More informationThe McClelland approximation and the distribution of -electron molecular orbital energy levels
J. Serb. Chem. Soc. 7 (10) 967 973 (007) UDC 54 74+537.87:53.74+539.194 JSCS 369 Origial scietific paper The McClellad approximatio ad the distributio of -electro molecular orbital eergy levels IVAN GUTMAN*
More information