Nonlinear Optics. Office: Tien s Photonic Research Hall 412. Tel : E

Size: px
Start display at page:

Download "Nonlinear Optics. Office: Tien s Photonic Research Hall 412. Tel : E"

Transcription

1 Nonlnear Optcs Offce: Ten s hotonc Research Hall 1 Tel : mal:jyhuang@facultynctuedutw Ths course s amed to help students masterng the prncples and techncal materals of a graduate-level Nonlnear Optcs The followng topcs are covered: Macroscopc Theory of Optcal Susceptblty Tensors, Second-Order Nonlnear Optcal ffects, Thrd-Order Nonlnear Optcal ffects, and Tme-Resolved Nonlnear Optcal Spectroscopes, etc It s requred the audence of ths course to possess a background of Appled Mathematcs and lectromagnetsm Lecture notes wll be posted whenever possble Not all lectures are avalable for dstrbuton Textbook and References 1 Y R Shen, The rncples of Nonlnear Optcs, Wley-Interscence, 198 N Bu tcher & D Cotter, The lement of Nonlnear Optcs, Cambrdge Unversty ress, Robert Boyd, Nonlnear Optcs, Academc ress, Inc, 199

2 Course Content 1 Introducton 11 Hstorcal Background 1 Orgns of Optcal Nonlnearty 13 NLO rocesses Macroscopc Theory of Optcal Susceptbltes 1 Response Functon and Consttutve Relatons Optcal Susceptblty 3 Spatal Symmetry of hyscal Systems Symmetry ropertes of Optcal Susceptblty 5 Resonant Nonlnearty 3 General Descrpton of Wave ropagaton n Nonlnear Meda 31 Wave ropagaton n the Lnear Regme 3 Wave ropagaton n a Nonlnear Medum 33 Slowly Varyng Ampltude Approxmaton (SVA and Coupled Wave quatons 3 The Relatonshp between Macroscopc and Local-Feld Quanttes lectro-optcal and Magneto-Optcal ffects 1 Lnear Optcal ffect and ts Applcatons Quadratc O ffect 3 hyscal ropertes of O Coeffcents O ffect n Lqud Crystals 5 lectro-optc Devces 6 Magneto-Optcal ffect and Faraday Rotator 5 Second-Order NLO ffects 51 Crystal Optcs 5 hase Matchng Schemes 53 ffectve Nonlnearty 5 SFG wth Boundary Reflecton 55 SFG n Bulk wth Depleted ump Beams 56 Specal Cases 57 Summares of Nonlnear Frequency-Converson rocesses and Ther Lmtatons 6 Stmulated Lght Scatterng 61 Dagrammatc Densty Matrx Analyss Method 6 Stmulated Raman Scatterng (SRS 63 Coupled-Wave Descrpton of SRS 6 arametrc Couplng of Optcal and Materal xctatonal Waves

3 65 Transent SRS and Measurements of xctatonal Relaxaton Tmes 7 Four-Wave Mxng henomena 71 Thrd-Order Nonlnear Susceptbltes 7 Sngly Resonant Cases 73 Doubly Resonant Cases 7 Trply Resonant Cases 75 General Theory of WM 76 DFWM 8 Four-Wave Mxng Spectroscopy 81 CARS, CSRS 8 RIKS 83 Multply Resonant FWM 9 Nonlnear Tme-Resolved Spectroscopy 91 lementary Relaxaton rocesses 9 Tme-Resolved Spectroscopy 93 Local and Nonlocal Tme-Resolved Spectroscopc Technques

4 Chapter 1 11 Hstorcal Background Introducton Durng the pre-laser age, some NLO phenomena and research had been reported These nclude ockels and Kerr O effects, and some predctons by calculatons of two-photon absorpton publshed by Meyer et al 196 Inventon of Ruby laser by Maman Ths nventon provded a lght source wth hgh lumnosty whch had never been produced before 1961 SHG by Franken (see RL 7, 118 (1961 But the converson effcency s as low as 1-1 %! Nowadays typcal SHG has acheved as large as 9%! Ths s because phase matchng scheme was proposed by Gordman and Maker usng brefrngence of a crystal Currently research drecton of NLO can be separated nto: (1 NLO henomena: Investgatng varous NLO processes n meda excted by ultrashort, ultrastrong laser pulses ( Technques: Applyng varous NLO technques for characterzng materals to yeld spectroscopc or dynamcal nformaton of meda Common features n each NLO process (1 An ntense lght feld ( r, t nduced a response n a medum Ths part s usually governed by consttutve equatons local response = ( r r r t ( α α (, = α (, = + ( β (, + β β

5 ( Medum n reactng modfes the optcal felds n a nonlnear way Ths step s governed by Maxwell s quatons for nonmagnetc materals: D = ( + π = + π ( + B = 1 B 1 D = H = c t c t L NL By usng the last two curl equatons, we have 1 π ( ( c t c t L + NL = By combnng the lnear response nto second-order temporal dervatve of the feld, then the equaton becomes π c t c t ε π NL = Ths s vald for non-conductve meda wth = Orgn of Optcal Nonlnearty (Mcroscopc cture of Consttute quaton wth Classcal Approach Consder a delectrc optcal materal consstng of a collecton of charged partcles of electrons and on cores: In a conductor, the charged carrers are free to move n an electrc feld But for a delectrc materal, the charged partcles are bound together Note: ( the moton of the charged carrers s transtory when the feld s frst appled; ( That wll nduce a collecton of nduced electrc dpole moment The nduced polarzaton (r, t s defned to be the nduced dpole moment per unt volume ( Note lght wave oscllates at frequency of Hz (from IR to UV; (v Ion cores are massve compared wth electrons (Ths leads to the well-known Born-Oppenhemer (BO approxmaton Thus an anharmonc oscllator model can be constructed

6 damped harmonc oscllator + nonlnear response of the medum = m[ q ( t + γ q ( t + q( t ( ξ q + ξ q + ] = e( t ( (3 3 Here γ =dampng constant; = resonant frequency; 3eV; and q = dsplacement from the equlbrum poston Now neglect nonlnear response for a moment and consder harmonc response to an appled electrc feld t + t ( t = [ e + e ] t mployng the soluton an salz q( t = Ae + c c m[ A γ A + A] e = e e e q( t = m t t t e ( γ Now consder the polarzaton =polarzaton=dpole moment per unt volume= N e q χ e c c χ (1 t ( = + (1 = lnear susceptblty = Ne m 1 ( γ Note that the electrc dsplacement vector D D = + π = ε (1 ε = 1+ πχ = nr + κ We know that the lnear dependence of on s vald only when d s small, where oscllates at the same frequency as n the lnear approxmaton

7 When q s large, the restorng force of the medum could become sgnfcantly nonlnear When q s large, the response s dstorted and contans sgnfcant components oscllatng at the harmonc frequency, 3, etc, and a dc component ( e 1t 1t t t q ( t + γ q ( t + q( t + ξ q = [ 1 ( e + e + ( e + e ] m No analytc soluton for the above equaton But when technque can be used Let (1 ( q( t q ( t q ( t and note Neq = + + =, we frst lnearze the equaton to yeld q e ( = m (1 t e ( γ (1 (1 (1 1 q ( t = q ( + q ( + c c ( ξ q s small, perturbaton Then approxmate ( ξ q by ξ [ q ] Thus the solutons for ( (1 ( q become q = q ( + q ( + q ( + + q ( + q ( + c c, ( ( ( ( ( ( where q ξ ( e m e ( ( [ ( ( ], ( ξ ( e m 1 ( 1 ± t = e D( D( D( ± ( ( 1 ± t ( 1 ( 1 ± = γ1 1 γ γ 1 ± 1 ± 1 1 and D( = ( Γ

8 q ξ ( e m e ( ( ( ( ( ( = D D D t Therefore, we can express the nonlnear polarzaton as ( Neq ( ( ( χ ( ( χ ( ( ( = second order nonlnear susceptblty = Neξ e 1 ( m D( D( D( ( The resonances of χ ( ( can occur at = and = ( ( oscllates at and wll radate optcal feld wth frequency Several factors can be used to ncrease the response of medum (a hase matchng: The nduced dpoles are forced to radate n phase and therefore wll lead to coherent radaton D( 1 or (b Resonant enhancement: D( (c ( χ depends on ( ξ 1, e, depends on anharmoncty of medum When far below the absorpton edge of the medum, D(, Neξ ( e m D( eξ = D D en e m m ( ( ( 1 (1 ( 1 ( 1 ( Now note that m d e mξ d ( at m eat m d m = ξ ( ξ (

9 Therefore, ( (1 < at In general, ( n+ 1 ( n < at Typcally, for 8 at 3 1 V / cm and 1 3 V / cm for an optcal beam wth I W cm 5 /, ( 7 1 (1 at 13 Nonlnear Optcal rocesses As an example, let s consder NLO processes that modfy the ndex of refracton of medum Assumng ths medum s subject to an ntense electrc feld, and the polarzaton of the medum s weak compared to the bndng forces between the electrons and nucle, one can then express the polarzaton n a power seres of the feld strength = = χ + χ : + χ + (131 ( (1 ( (3 χ χ χ Here ( χ jk s a thrd-rank tensor, denotes the second-order nonlnear optcal susceptblty; (3 χ jkl s a fourth-rank tensor, denotes the thrd-order nonlnear optcal susceptblty, etc Now recast quaton (131 as ( (1 ( (3 = = χ + χ : + χ + = χ eff ( Here χ ( s an effectve optcal susceptblty and wll depend on the feld eff strength Now let = dc + optcal feld of frequency, then ( (1 ( = = χ [ ( + cos( t + kz] + χ [ ( + cos( t + kz] + χ [ ( + cos( t + kz] + (3 3

10 Consder cos( t kz + -term only: = = χ cos( t + kz + χ ( cos( t + kz + 3 χ ( cos( t + kz + ( (1 ( (3 3 (3 3 χ cos( t + kz = χ eff cos( t + kz We can now defne a nonlnear ndex of refracton to be (1 ( (3 3 (3 n = 1 + πχ eff = 1 + π [ χ + χ ( + 3 χ ( + χ The change of the ndex of refracton caused by the external feld becomes n n = ( n n ( n + n = 8 πχ ( + 1 πχ ( + 3 πχ ( (3 (3 πχ 6 πχ 3 πχ n = n ( (3 (3 ( ( n n n (13 We can also defne the lght ntensty n cgs unt as I c ε 8π = and rewrte quaton (13 as πχ 6πχ 1π χ n = n I ( (3 (3 ( ( n n cn = n + n ( + n ( ( + n ( I( 1 (a (b n = πχ n denotes a lnear electro-optcal effect, dscovered by ockels ( 1 n ( = 6 πχ n descrbes quadratc electro-optcal effect, whch s often also (3 called dc Kerr effect (c n ( = 1 π χ ( cn descrbes the optcal Kerr effect, whch s the bass of (3 all hgh-speed all-optcal swtchng 131 Second-Order Nonlnear Optcal ffects: χ ( ;, ( jk 3 1 Ths s a three-wave mxng process where the waves exchange energy wth one another through the nteracton of the nonlnear medum ( Second-Harmonc Generaton (SHG χ ( ( ;, : + jk ( Lnear lectro-optcal ffect (O χ ( ( ;, : + dc : Note the jk

11 change n refractve ndex due to the lnear electro-optcal effect s commonly defned as ( = [ ] [ ] r ( n j ε ( = j ε (, where j jk k r = 8 πχ n ( n cgs s also called O coeffcent jk ( ( Optcal Rectfcaton (OR χ ( ( ;, : : The nteracton of jk an optcal wave at frequency wth tself, generates a dc polarzaton n the medum Recall the Klenman symmetry (to be dscussed n the followng chapter, χ ( ;, = χ ( ;, ndcates the optcal ( ( jk jk rectfcaton and the dc electro-optcal effects are clearly related (v Sum-Frequency Generaton (SFG χ ( ;, : + ( jk (v ( Dfference-Frequency Generaton (DFG χ ( ;, : : jk The optcal parametrc amplfcaton (OA ( χ jk ( ;, : ( pump ( weak sgnal ( amplfed sgnal, ( dler, whch s smlar to DFG 13 Thrd-Order Nonlnear Optcal ffects: χ ( ;,, (3 jkl 1 3 ( Thrd-Harmonc Generaton (THG χ (3 ( 3 ;,, : jkl (3 1 (3 (3 = [ ] χ jkl ( 3 ;,, j( k ( l ( We have to nclude the number of dstnct permutaton possbltes of the ncdent felds, whch s equal to 1 n ths case Note that snce (, t and j j(3 (3, t are 1 ( t k z * ( t k z real, we must let j(, t = [ ][ j( e + j ( e ] and (3 1 (3 t k3 z * (3 t k3 z (3, [ ][ (3 (3 t = e + e ] Therefore, we fnd 1[# dstnct drvng feld permutaton] 1 [ from (3 ] = [ from each ncdent feld]

12 ( Self-Acton These phenomena are the thrd-order NLO processes wth a thrd-order NLO polarzaton 3 ( = [ ] Re[ χ ( ;,, ] ( ( (3 (3 kk k The nonlnear polarzaton s created n the medum at the same frequency as the ncdent beam t t e c c ( t k z (, = ( + = ( t e e φ ( t ( t k z A Self-Focusng/Defocusng These phenomena can be understood by combnng the effect of n ( and the spatal varaton of the laser ntensty: When χ >, n = 1 π χ ( cn > Then n( r = n + ni( r acts lke a (3 (3 focusng lens B Self-hase Modulaton (SM When consder the temporal varaton of the ncdent laser pulse, the temporal behavor of the nduced refractve ndex change can be generated n( t = n n = n I( t Ths can lead to a broadenng of the frequency profle of the laser pulse feld φ( t, z = phase front of the pulse n n + ni( t = t z = t z c c Defnng the nstantaneous frequency as nz di( t ( t d φ ( t dt =, whch shall depend on t c dt If n ( >, the nstantaneous frequency frst experences a frequency upchrpng at the leadng edge of the pulse and then down chrpng at the tralng edge of the pulse as depcted n the followng dagram

13 ( Two-hoton Absorpton (TA Ths NLO phenomenon can be explaned wth a NLO polarzaton nduced n a medum (3 3 (3 ( = [ ] Im[ χ kk ( ;,, ] ( k ( v Degenerate Four-Wave Mxng (DFWM (3 3 (3 ( = [ ] χ jkl ( ;,, j ( k ( l *( Note that: Although (, (, ( have the same frequency, they can have j k l dfferent propagaton drecton and polarzaton The generated beam can also propagate along a dfferent drecton wth dfferent polarzaton v Coherent Raman ffects = =Raman actve mode, we can observe resonant effect Ths s a If 1 = Q useful spectroscopc technque to determnng the structure of a molecular medum

14 Several techncal varatons can be developed from ths concept, whch nclude: v1 Raman Induced Kerr ffect (RIKS ( = [ 3 ] Re[ χ ( ;,, ] ( ( (3 (3 kk k v Coherent Stokes Raman Spectroscopy (CSRS (3 3 (3 * ( s = 1 = [ ] Im[ χ jkl ( s;,, 1] j( k ( l ( 1 where > 1 v3 Coherent Ant-Stokes Raman Spectroscopy (CARS (3 3 (3 * ( A = 1 = [ ] Im[ χ jkl ( A; 1, 1, ] j( 1 k ( 1 l ( where > 1 v lectrc Feld-Induced Second-Harmonc Generaton (FISH When an sotropc medum s based n a dc electrc feld, ts centro-symmetrc structure of electronc dstrbuton can be dstorted, renders t to become non centrosymmetrc structure The materal can therefore generate second harmonc output at when t s excted wth an optcal pulse wth a frequency of The phenomenon, whch s smlar to the optcal second-harmonc generaton from a noncentrosymmetrc crystal, s called lectrc Feld-Induced Second-Harmonc Generaton (FISH and n fact belongs to a thrd-order NLO process, descrbng by the followng NLO polarzaton nduced n the medum (3 3 (3 * ( 3 = 1 = [ ][ χ jkl ( 3; 1, 1, ] j( 1 k ( 1 l ( C Resonant Nonlnearty Under resonant condton (, one can also observe a large dynamc

15 nonlnearty derved from an optcal absorpton process, whch at suffcently hgh ntensty becomes lght-ntensty dependent α ( α ( ( I ncrease α (, I = 1 + ( I I From c d ' α ( ' n( = π ', ( s n s also lght-ntensty dependent In fact, any process whch can lead to an ntensty-dependent absorpton shall gve rse to a dynamc thrd-order optcal nonlnearty Summary of Chapter 1

Department of Chemistry Purdue University Garth J. Simpson

Department of Chemistry Purdue University Garth J. Simpson Objectves: 1. Develop a smple conceptual 1D model for NLO effects. Extend to 3D and relate to computatonal chemcal calculatons of adabatc NLO polarzabltes. 2. Introduce Sum-Over-States (SOS) approaches

More information

Frequency dependence of the permittivity

Frequency dependence of the permittivity Frequency dependence of the permttvty February 7, 016 In materals, the delectrc constant and permeablty are actually frequency dependent. Ths does not affect our results for sngle frequency modes, but

More information

Lecture 6. P ω ω ε χ ω ω ω ω E ω E ω (2) χ ω ω ω χ ω ω ω χ ω ω ω (2) (2) (2) (,, ) (,, ) (,, ) (2) (2) (2)

Lecture 6. P ω ω ε χ ω ω ω ω E ω E ω (2) χ ω ω ω χ ω ω ω χ ω ω ω (2) (2) (2) (,, ) (,, ) (,, ) (2) (2) (2) Lecture 6 Symmetry Propertes of the Nonlnear Susceptblty Consder mutual nteracton of three waves: ω, ω, ω = ω + ω 3 ω = ω ω ; ω = ω ω 3 3 P ω ω ε ω ω ω ω E ω E ω n + m = 0 jk m + n, n, m j n k m jk nm

More information

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

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

More information

Homework 4. 1 Electromagnetic surface waves (55 pts.) Nano Optics, Fall Semester 2015 Photonics Laboratory, ETH Zürich

Homework 4. 1 Electromagnetic surface waves (55 pts.) Nano Optics, Fall Semester 2015 Photonics Laboratory, ETH Zürich Homework 4 Contact: frmmerm@ethz.ch Due date: December 04, 015 Nano Optcs, Fall Semester 015 Photoncs Laboratory, ETH Zürch www.photoncs.ethz.ch The goal of ths problem set s to understand how surface

More information

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE

CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE Analytcal soluton s usually not possble when exctaton vares arbtrarly wth tme or f the system s nonlnear. Such problems can be solved by numercal tmesteppng

More information

Title: Radiative transitions and spectral broadening

Title: Radiative transitions and spectral broadening Lecture 6 Ttle: Radatve transtons and spectral broadenng Objectves The spectral lnes emtted by atomc vapors at moderate temperature and pressure show the wavelength spread around the central frequency.

More information

Boundaries, Near-field Optics

Boundaries, Near-field Optics Boundares, Near-feld Optcs Fve boundary condtons at an nterface Fresnel Equatons : Transmsson and Reflecton Coeffcents Transmttance and Reflectance Brewster s condton a consequence of Impedance matchng

More information

Chapter 7 Four-Wave Mixing phenomena

Chapter 7 Four-Wave Mixing phenomena Chapter 7 Four-Wave Mx phenomena We wll dcu n th chapter the general nonlnear optcal procee wth four nteract electromagnetc wave n a NLO medum. Frt note that FWM procee are allowed n all meda (nveron or

More information

Rate of Absorption and Stimulated Emission

Rate of Absorption and Stimulated Emission MIT Department of Chemstry 5.74, Sprng 005: Introductory Quantum Mechancs II Instructor: Professor Andre Tokmakoff p. 81 Rate of Absorpton and Stmulated Emsson The rate of absorpton nduced by the feld

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION do: 0.08/nature09 I. Resonant absorpton of XUV pulses n Kr + usng the reduced densty matrx approach The quantum beats nvestgated n ths paper are the result of nterference between two exctaton paths of

More information

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM

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

More information

Amplification and Relaxation of Electron Spin Polarization in Semiconductor Devices

Amplification and Relaxation of Electron Spin Polarization in Semiconductor Devices Amplfcaton and Relaxaton of Electron Spn Polarzaton n Semconductor Devces Yury V. Pershn and Vladmr Prvman Center for Quantum Devce Technology, Clarkson Unversty, Potsdam, New York 13699-570, USA Spn Relaxaton

More information

Supplementary Information for Observation of Parity-Time Symmetry in. Optically Induced Atomic Lattices

Supplementary Information for Observation of Parity-Time Symmetry in. Optically Induced Atomic Lattices Supplementary Informaton for Observaton of Party-Tme Symmetry n Optcally Induced Atomc attces Zhaoyang Zhang 1,, Yq Zhang, Jteng Sheng 3, u Yang 1, 4, Mohammad-Al Mr 5, Demetros N. Chrstodouldes 5, Bng

More information

Electrical double layer: revisit based on boundary conditions

Electrical double layer: revisit based on boundary conditions Electrcal double layer: revst based on boundary condtons Jong U. Km Department of Electrcal and Computer Engneerng, Texas A&M Unversty College Staton, TX 77843-318, USA Abstract The electrcal double layer

More information

( ) + + REFLECTION FROM A METALLIC SURFACE

( ) + + REFLECTION FROM A METALLIC SURFACE REFLECTION FROM A METALLIC SURFACE For a metallc medum the delectrc functon and the ndex of refracton are complex valued functons. Ths s also the case for semconductors and nsulators n certan frequency

More information

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

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

More information

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

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

More information

Level Crossing Spectroscopy

Level Crossing Spectroscopy Level Crossng Spectroscopy October 8, 2008 Contents 1 Theory 1 2 Test set-up 4 3 Laboratory Exercses 4 3.1 Hanle-effect for fne structure.................... 4 3.2 Hanle-effect for hyperfne structure.................

More information

The Feynman path integral

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

More information

SECOND ORDER NONLINEAR PROCESSES AT SURFACES AND INTERFACES

SECOND ORDER NONLINEAR PROCESSES AT SURFACES AND INTERFACES SECOND ORDER NONLINEAR PROCESSES AT SURFACES AND INTERFACES C.Stancu, R.Ehlch /A1 Boundary condtons of a polarzed sheet Radaton from a polarzed sheet Surface nonlnear response Bulk nonlnear response The

More information

Physics 5153 Classical Mechanics. Principle of Virtual Work-1

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

More information

CHAPTER II THEORETICAL BACKGROUND

CHAPTER II THEORETICAL BACKGROUND 3 CHAPTER II THEORETICAL BACKGROUND.1. Lght Propagaton nsde the Photonc Crystal The frst person that studes the one dmenson photonc crystal s Lord Raylegh n 1887. He showed that the lght propagaton depend

More information

COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD

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

More information

Temperature. Chapter Heat Engine

Temperature. Chapter Heat Engine Chapter 3 Temperature In prevous chapters of these notes we ntroduced the Prncple of Maxmum ntropy as a technque for estmatng probablty dstrbutons consstent wth constrants. In Chapter 9 we dscussed the

More information

4. INTERACTION OF LIGHT WITH MATTER

4. INTERACTION OF LIGHT WITH MATTER Andre Tokmakoff, MIT Department of Chemstry, 3/8/7 4-1 4. INTERACTION OF LIGHT WITH MATTER One of the most mportant topcs n tme-dependent quantum mechancs for chemsts s the descrpton of spectroscopy, whch

More information

Statistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA

Statistical Energy Analysis for High Frequency Acoustic Analysis with LS-DYNA 14 th Internatonal Users Conference Sesson: ALE-FSI Statstcal Energy Analyss for Hgh Frequency Acoustc Analyss wth Zhe Cu 1, Yun Huang 1, Mhamed Soul 2, Tayeb Zeguar 3 1 Lvermore Software Technology Corporaton

More information

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

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

More information

Mathematical Preparations

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

More information

Dynamics of a Superconducting Qubit Coupled to an LC Resonator

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

More information

V. Electrostatics. Lecture 25: Diffuse double layer structure

V. Electrostatics. Lecture 25: Diffuse double layer structure V. Electrostatcs Lecture 5: Dffuse double layer structure MIT Student Last tme we showed that whenever λ D L the electrolyte has a quas-neutral bulk (or outer ) regon at the geometrcal scale L, where there

More information

Supplemental document

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

More information

Problem Points Score Total 100

Problem Points Score Total 100 Physcs 450 Solutons of Sample Exam I Problem Ponts Score 1 8 15 3 17 4 0 5 0 Total 100 All wor must be shown n order to receve full credt. Wor must be legble and comprehensble wth answers clearly ndcated.

More information

Implicit Integration Henyey Method

Implicit Integration Henyey Method Implct Integraton Henyey Method In realstc stellar evoluton codes nstead of a drect ntegraton usng for example the Runge-Kutta method one employs an teratve mplct technque. Ths s because the structure

More information

Note: Please use the actual date you accessed this material in your citation.

Note: Please use the actual date you accessed this material in your citation. MIT OpenCourseWare http://ocw.mt.edu 6.13/ESD.13J Electromagnetcs and Applcatons, Fall 5 Please use the followng ctaton format: Markus Zahn, Erch Ippen, and Davd Staeln, 6.13/ESD.13J Electromagnetcs and

More information

Introduction to Super-radiance and Laser

Introduction to Super-radiance and Laser Introducton to Super-radance and Laser Jong Hu Department of Physcs and Astronomy, Oho Unversty Abstract Brefly dscuss the absorpton and emsson processes wth the energy levels of an atom. Introduce and

More information

Lecture 3. Interaction of radiation with surfaces. Upcoming classes

Lecture 3. Interaction of radiation with surfaces. Upcoming classes Radaton transfer n envronmental scences Lecture 3. Interacton of radaton wth surfaces Upcomng classes When a ray of lght nteracts wth a surface several nteractons are possble: 1. It s absorbed. 2. It s

More information

Supporting Information

Supporting Information Supportng Informaton Water structure at the ar-aqueous nterface of dvalent caton and ntrate solutons Man Xu, Rck Spnney, Heather C. Allen* allen@chemstry.oho-state.edu Fresnel factors and spectra normalzaton

More information

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

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

More information

Physics 181. Particle Systems

Physics 181. Particle Systems Physcs 181 Partcle Systems Overvew In these notes we dscuss the varables approprate to the descrpton of systems of partcles, ther defntons, ther relatons, and ther conservatons laws. We consder a system

More information

THE VIBRATIONS OF MOLECULES II THE CARBON DIOXIDE MOLECULE Student Instructions

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

More information

THE CURRENT BALANCE Physics 258/259

THE CURRENT BALANCE Physics 258/259 DSH 1988, 005 THE CURRENT BALANCE Physcs 58/59 The tme average force between two parallel conductors carryng an alternatng current s measured by balancng ths force aganst the gravtatonal force on a set

More information

Advanced Quantum Mechanics

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

More information

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

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

More information

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential

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

More information

) is the unite step-function, which signifies that the second term of the right-hand side of the

) is the unite step-function, which signifies that the second term of the right-hand side of the Casmr nteracton of excted meda n electromagnetc felds Yury Sherkunov Introducton The long-range electrc dpole nteracton between an excted atom and a ground-state atom s consdered n ref. [1,] wth the help

More information

Uncertainty in measurements of power and energy on power networks

Uncertainty in measurements of power and energy on power networks Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:

More information

16 Reflection and transmission, TE mode

16 Reflection and transmission, TE mode 16 Reflecton transmsson TE mode Last lecture we learned how to represent plane-tem waves propagatng n a drecton ˆ n terms of feld phasors such that η = Ẽ = E o e j r H = ˆ Ẽ η µ ɛ = ˆ = ω µɛ E o =0. Such

More information

A Solution of Porous Media Equation

A Solution of Porous Media Equation Internatonal Mathematcal Forum, Vol. 11, 016, no. 15, 71-733 HIKARI Ltd, www.m-hkar.com http://dx.do.org/10.1988/mf.016.6669 A Soluton of Porous Meda Equaton F. Fonseca Unversdad Naconal de Colomba Grupo

More information

Module 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur

Module 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur Module 3 LOSSY IMAGE COMPRESSION SYSTEMS Verson ECE IIT, Kharagpur Lesson 6 Theory of Quantzaton Verson ECE IIT, Kharagpur Instructonal Objectves At the end of ths lesson, the students should be able to:

More information

Applied Nuclear Physics (Fall 2004) Lecture 23 (12/3/04) Nuclear Reactions: Energetics and Compound Nucleus

Applied Nuclear Physics (Fall 2004) Lecture 23 (12/3/04) Nuclear Reactions: Energetics and Compound Nucleus .101 Appled Nuclear Physcs (Fall 004) Lecture 3 (1/3/04) Nuclear Reactons: Energetcs and Compound Nucleus References: W. E. Meyerhof, Elements of Nuclear Physcs (McGraw-Hll, New York, 1967), Chap 5. Among

More information

A how to guide to second quantization method.

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

More information

Lecture Note 3. Eshelby s Inclusion II

Lecture Note 3. Eshelby s Inclusion II ME340B Elastcty of Mcroscopc Structures Stanford Unversty Wnter 004 Lecture Note 3. Eshelby s Incluson II Chrs Wenberger and We Ca c All rghts reserved January 6, 004 Contents 1 Incluson energy n an nfnte

More information

CinChE Problem-Solving Strategy Chapter 4 Development of a Mathematical Model. formulation. procedure

CinChE Problem-Solving Strategy Chapter 4 Development of a Mathematical Model. formulation. procedure nhe roblem-solvng Strategy hapter 4 Transformaton rocess onceptual Model formulaton procedure Mathematcal Model The mathematcal model s an abstracton that represents the engneerng phenomena occurrng n

More information

Relationship between Refractive Index and Molar Concentration of Multi-Component Solutions Zhu Xingyu 1, a, Mai Tiancheng 2, b and Zhao Zilong 2, c

Relationship between Refractive Index and Molar Concentration of Multi-Component Solutions Zhu Xingyu 1, a, Mai Tiancheng 2, b and Zhao Zilong 2, c Advances n Computer Scence Research, volume 71 4th Internatonal Conference on Machnery, Materals and Informaton Technology Applcatons (ICMMITA 2016) Relatonshp between Refractve Index and Molar Concentraton

More information

Chapter 6 Electrical Systems and Electromechanical Systems

Chapter 6 Electrical Systems and Electromechanical Systems ME 43 Systems Dynamcs & Control Chapter 6: Electrcal Systems and Electromechancal Systems Chapter 6 Electrcal Systems and Electromechancal Systems 6. INTODUCTION A. Bazoune The majorty of engneerng systems

More information

Numerical Heat and Mass Transfer

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

More information

Thermal-Fluids I. Chapter 18 Transient heat conduction. Dr. Primal Fernando Ph: (850)

Thermal-Fluids I. Chapter 18 Transient heat conduction. Dr. Primal Fernando Ph: (850) hermal-fluds I Chapter 18 ransent heat conducton Dr. Prmal Fernando prmal@eng.fsu.edu Ph: (850) 410-6323 1 ransent heat conducton In general, he temperature of a body vares wth tme as well as poston. In

More information

PHYS 705: Classical Mechanics. Canonical Transformation II

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

More information

> To construct a potential representation of E and B, you need a vector potential A r, t scalar potential ϕ ( F,t).

> To construct a potential representation of E and B, you need a vector potential A r, t scalar potential ϕ ( F,t). MIT Departent of Chestry p. 54 5.74, Sprng 4: Introductory Quantu Mechancs II Instructor: Prof. Andre Tokakoff Interacton of Lght wth Matter We want to derve a Haltonan that we can use to descrbe the nteracton

More information

4. INTERACTION OF LIGHT WITH MATTER

4. INTERACTION OF LIGHT WITH MATTER Andre Tokmakoff, MIT Department of Chemstry, /8/7 4-1 4. INTERACTION OF LIGHT WITH MATTER One of the most mportant topcs n tme-dependent quantum mechancs for chemsts s the descrpton of spectroscopy, whch

More information

Gravitational Acceleration: A case of constant acceleration (approx. 2 hr.) (6/7/11)

Gravitational Acceleration: A case of constant acceleration (approx. 2 hr.) (6/7/11) Gravtatonal Acceleraton: A case of constant acceleraton (approx. hr.) (6/7/11) Introducton The gravtatonal force s one of the fundamental forces of nature. Under the nfluence of ths force all objects havng

More information

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

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

More information

ECE 107: Electromagnetism

ECE 107: Electromagnetism ECE 107: Electromagnetsm Set 8: Plane waves Instructor: Prof. Vtaly Lomakn Department of Electrcal and Computer Engneerng Unversty of Calforna, San Dego, CA 92093 1 Wave equaton Source-free lossless Maxwell

More information

CHEMICAL REACTIONS AND DIFFUSION

CHEMICAL REACTIONS AND DIFFUSION CHEMICAL REACTIONS AND DIFFUSION A.K.A. NETWORK THERMODYNAMICS BACKGROUND Classcal thermodynamcs descrbes equlbrum states. Non-equlbrum thermodynamcs descrbes steady states. Network thermodynamcs descrbes

More information

NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS

NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS IJRRAS 8 (3 September 011 www.arpapress.com/volumes/vol8issue3/ijrras_8_3_08.pdf NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS H.O. Bakodah Dept. of Mathematc

More information

Physics 1202: Lecture 11 Today s Agenda

Physics 1202: Lecture 11 Today s Agenda Physcs 122: Lecture 11 Today s Agenda Announcements: Team problems start ths Thursday Team 1: Hend Ouda, Mke Glnsk, Stephane Auger Team 2: Analese Bruder, Krsten Dean, Alson Smth Offce hours: Monday 2:3-3:3

More information

CS 468 Lecture 16: Isometry Invariance and Spectral Techniques

CS 468 Lecture 16: Isometry Invariance and Spectral Techniques CS 468 Lecture 16: Isometry Invarance and Spectral Technques Justn Solomon Scrbe: Evan Gawlk Introducton. In geometry processng, t s often desrable to characterze the shape of an object n a manner that

More information

Lecture 10 Support Vector Machines II

Lecture 10 Support Vector Machines II Lecture 10 Support Vector Machnes II 22 February 2016 Taylor B. Arnold Yale Statstcs STAT 365/665 1/28 Notes: Problem 3 s posted and due ths upcomng Frday There was an early bug n the fake-test data; fxed

More information

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

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

More information

1. Mean-Field Theory. 2. Bjerrum length

1. Mean-Field Theory. 2. Bjerrum length 1. Mean-Feld Theory Contnuum models lke the Posson-Nernst-Planck equatons are mean-feld approxmatons whch descrbe how dscrete ons are affected by the mean concentratons c and potental φ. Each on mgrates

More information

NONLINEAR OPTICS OF FERROELECTRICS MATERIALS. School of Physics, Universiti Sains Malaysia, USM, Penang, Malaysia. Prefecture , Japan.

NONLINEAR OPTICS OF FERROELECTRICS MATERIALS. School of Physics, Universiti Sains Malaysia, USM, Penang, Malaysia. Prefecture , Japan. Sold State Scence and Technology, Vol., No & (5) 5-6 ISSN 8-789 NONLINEAR OPTICS OF FERROELECTRICS MATERIALS Junadah Osman, T.Y. Tan, D.R. Tlley, Y. Ishbash, and R. Murgan School of Physcs, Unverst Sans

More information

Chapter 13: Multiple Regression

Chapter 13: Multiple Regression Chapter 13: Multple Regresson 13.1 Developng the multple-regresson Model The general model can be descrbed as: It smplfes for two ndependent varables: The sample ft parameter b 0, b 1, and b are used to

More information

= z 20 z n. (k 20) + 4 z k = 4

= z 20 z n. (k 20) + 4 z k = 4 Problem Set #7 solutons 7.2.. (a Fnd the coeffcent of z k n (z + z 5 + z 6 + z 7 + 5, k 20. We use the known seres expanson ( n+l ( z l l z n below: (z + z 5 + z 6 + z 7 + 5 (z 5 ( + z + z 2 + z + 5 5

More information

Introduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law:

Introduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law: CE304, Sprng 2004 Lecture 4 Introducton to Vapor/Lqud Equlbrum, part 2 Raoult s Law: The smplest model that allows us do VLE calculatons s obtaned when we assume that the vapor phase s an deal gas, and

More information

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

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

More information

Deterministic and Monte Carlo Codes for Multiple Scattering Photon Transport

Deterministic and Monte Carlo Codes for Multiple Scattering Photon Transport Determnstc and Monte Carlo Codes for Multple Scatterng Photon Transport Jorge E. Fernández 1 1 Laboratory of Montecuccolno DIENCA Alma Mater Studorum Unversty of Bologna Italy Isttuto Nazonale d Fsca Nucleare

More information

2010 Black Engineering Building, Department of Mechanical Engineering. Iowa State University, Ames, IA, 50011

2010 Black Engineering Building, Department of Mechanical Engineering. Iowa State University, Ames, IA, 50011 Interface Energy Couplng between -tungsten Nanoflm and Few-layered Graphene Meng Han a, Pengyu Yuan a, Jng Lu a, Shuyao S b, Xaolong Zhao b, Yanan Yue c, Xnwe Wang a,*, Xangheng Xao b,* a 2010 Black Engneerng

More information

Problem 1: To prove that under the assumptions at hand, the group velocity of an EM wave is less than c, I am going to show that

Problem 1: To prove that under the assumptions at hand, the group velocity of an EM wave is less than c, I am going to show that PHY 387 K. Solutons for problem set #7. Problem 1: To prove that under the assumptons at hand, the group velocty of an EM wave s less than c, I am gong to show that (a) v group < v phase, and (b) v group

More information

Lecture 16 Statistical Analysis in Biomaterials Research (Part II)

Lecture 16 Statistical Analysis in Biomaterials Research (Part II) 3.051J/0.340J 1 Lecture 16 Statstcal Analyss n Bomaterals Research (Part II) C. F Dstrbuton Allows comparson of varablty of behavor between populatons usng test of hypothess: σ x = σ x amed for Brtsh statstcan

More information

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate

(Online First)A Lattice Boltzmann Scheme for Diffusion Equation in Spherical Coordinate Internatonal Journal of Mathematcs and Systems Scence (018) Volume 1 do:10.494/jmss.v1.815 (Onlne Frst)A Lattce Boltzmann Scheme for Dffuson Equaton n Sphercal Coordnate Debabrata Datta 1 *, T K Pal 1

More information

In this section is given an overview of the common elasticity models.

In this section is given an overview of the common elasticity models. Secton 4.1 4.1 Elastc Solds In ths secton s gven an overvew of the common elastcty models. 4.1.1 The Lnear Elastc Sold The classcal Lnear Elastc model, or Hooean model, has the followng lnear relatonshp

More information

Chapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems

Chapter 5. Solution of System of Linear Equations. Module No. 6. Solution of Inconsistent and Ill Conditioned Systems Numercal Analyss by Dr. Anta Pal Assstant Professor Department of Mathematcs Natonal Insttute of Technology Durgapur Durgapur-713209 emal: anta.bue@gmal.com 1 . Chapter 5 Soluton of System of Lnear Equatons

More information

Week 9 Chapter 10 Section 1-5

Week 9 Chapter 10 Section 1-5 Week 9 Chapter 10 Secton 1-5 Rotaton Rgd Object A rgd object s one that s nondeformable The relatve locatons of all partcles makng up the object reman constant All real objects are deformable to some extent,

More information

AGC Introduction

AGC Introduction . Introducton AGC 3 The prmary controller response to a load/generaton mbalance results n generaton adjustment so as to mantan load/generaton balance. However, due to droop, t also results n a non-zero

More information

1 Derivation of Rate Equations from Single-Cell Conductance (Hodgkin-Huxley-like) Equations

1 Derivation of Rate Equations from Single-Cell Conductance (Hodgkin-Huxley-like) Equations Physcs 171/271 -Davd Klenfeld - Fall 2005 (revsed Wnter 2011) 1 Dervaton of Rate Equatons from Sngle-Cell Conductance (Hodgkn-Huxley-lke) Equatons We consder a network of many neurons, each of whch obeys

More information

ERROR RESEARCH ON A HEPA FILTER MEDIA TESTING SYSTEM OF MPPS(MOST PENETRATION PARTICLE SIZE) EFFICIENCY

ERROR RESEARCH ON A HEPA FILTER MEDIA TESTING SYSTEM OF MPPS(MOST PENETRATION PARTICLE SIZE) EFFICIENCY Proceedngs: Indoor Ar 2005 ERROR RESEARCH ON A HEPA FILTER MEDIA TESTING SYSTEM OF MPPS(MOST PENETRATION PARTICLE SIZE) EFFICIENCY S Lu, J Lu *, N Zhu School of Envronmental Scence and Technology, Tanjn

More information

Canonical transformations

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

More information

Moderator & Moderator System

Moderator & Moderator System NPTL Chemcal ngneerng Nuclear Reactor Technology Moderator & Moderator System K.S. Rajan Professor, School of Chemcal & Botechnology SASTRA Unversty Jont Intatve of IITs and IISc Funded by MHRD Page of

More information

On the correction of the h-index for career length

On the correction of the h-index for career length 1 On the correcton of the h-ndex for career length by L. Egghe Unverstet Hasselt (UHasselt), Campus Depenbeek, Agoralaan, B-3590 Depenbeek, Belgum 1 and Unverstet Antwerpen (UA), IBW, Stadscampus, Venusstraat

More information

Section 8.3 Polar Form of Complex Numbers

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

More information

Irregular vibrations in multi-mass discrete-continuous systems torsionally deformed

Irregular vibrations in multi-mass discrete-continuous systems torsionally deformed (2) 4 48 Irregular vbratons n mult-mass dscrete-contnuous systems torsonally deformed Abstract In the paper rregular vbratons of dscrete-contnuous systems consstng of an arbtrary number rgd bodes connected

More information

Numerical Transient Heat Conduction Experiment

Numerical Transient Heat Conduction Experiment Numercal ransent Heat Conducton Experment OBJECIVE 1. o demonstrate the basc prncples of conducton heat transfer.. o show how the thermal conductvty of a sold can be measured. 3. o demonstrate the use

More information

2 Finite difference basics

2 Finite difference basics Numersche Methoden 1, WS 11/12 B.J.P. Kaus 2 Fnte dfference bascs Consder the one- The bascs of the fnte dfference method are best understood wth an example. dmensonal transent heat conducton equaton T

More information

Visco-Rubber Elastic Model for Pressure Sensitive Adhesive

Visco-Rubber Elastic Model for Pressure Sensitive Adhesive Vsco-Rubber Elastc Model for Pressure Senstve Adhesve Kazuhsa Maeda, Shgenobu Okazawa, Koj Nshgch and Takash Iwamoto Abstract A materal model to descrbe large deformaton of pressure senstve adhesve (PSA

More information

DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM

DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM Ganj, Z. Z., et al.: Determnaton of Temperature Dstrbuton for S111 DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM by Davood Domr GANJI

More information

Research Article Green s Theorem for Sign Data

Research Article Green s Theorem for Sign Data Internatonal Scholarly Research Network ISRN Appled Mathematcs Volume 2012, Artcle ID 539359, 10 pages do:10.5402/2012/539359 Research Artcle Green s Theorem for Sgn Data Lous M. Houston The Unversty of

More information

Lecture 13 APPROXIMATION OF SECOMD ORDER DERIVATIVES

Lecture 13 APPROXIMATION OF SECOMD ORDER DERIVATIVES COMPUTATIONAL FLUID DYNAMICS: FDM: Appromaton of Second Order Dervatves Lecture APPROXIMATION OF SECOMD ORDER DERIVATIVES. APPROXIMATION OF SECOND ORDER DERIVATIVES Second order dervatves appear n dffusve

More information

MOLECULAR DYNAMICS ,..., What is it? 2 = i i

MOLECULAR DYNAMICS ,..., What is it? 2 = i i MOLECULAR DYNAMICS What s t? d d x t 2 m 2 = F ( x 1,..., x N ) =1,,N r ( x1 ( t),..., x ( t)) = v = ( x& 1 ( t ),..., x& ( t )) N N What are some uses of molecular smulatons and modelng? Conformatonal

More information

( ) = ( ) + ( 0) ) ( )

( ) = ( ) + ( 0) ) ( ) EETOMAGNETI OMPATIBIITY HANDBOOK 1 hapter 9: Transent Behavor n the Tme Doman 9.1 Desgn a crcut usng reasonable values for the components that s capable of provdng a tme delay of 100 ms to a dgtal sgnal.

More information