Computational models, algorithms & computer codes in accelerator physics. Valentin Ivanov Stanford Linear Accelerator Center 23 February 2006

Size: px
Start display at page:

Download "Computational models, algorithms & computer codes in accelerator physics. Valentin Ivanov Stanford Linear Accelerator Center 23 February 2006"

Transcription

1 Computatonal models, algothms & compute codes n acceleato physcs Valentn Ivanov Stanfod Lnea Acceleato Cente 23 Febuay 2006

2 Intoducton The aeas of actvty Types of the poblems Contents Statonay poblems Scala Felds F/T-doman Electomagnetsm Vecto Felds Beam Dynamcs & Image Electon Optcs Optmzaton & Stuctual Synthess

3 Physcal Electoncs Plasma Physcs Fokke-Plank equaton u f f F f f + v + = + S t M v t Patcle Tackng model & 1 P = q Et, + v Ht, U vt,, + U&, c 1/2 2 & P P R = M M c B ot E =, t D ot H = + j0 + qnv, t ρ 1 dv D = + qn, ε0 ε0 dv B = 0. & ρ + dv j = 0. c, Acceleato Physcs vacuum electoncs Lase Physcs non lnea optcs Semconducto mco electoncs

4 The aeas of actvty Statonay felds Electodynamcs Electon optcs Plasma physcs Hydodynamcs Posson equaton F-doman T-doman Electo statcs Themal physcs Magneto statcs Helmholtz Eq.+PIC Maxwell Eq.+PIC Beam dynamcs Tack-3p Image optcs Beamplasma nteacton Stess analyss Semconducto Cystal gowth n low gavty Nave-Stokes, Heat & Mass Tansfe eqs. Posson-2 Maxwell-2 Optcs-2 Elast-2 Nave-2 Posson-3 Maxwell-3 Optcs-3 Elast-3 HYDMIG-3 Posson-C Maxwell-T

5 Types of the Desgn Poblems Feld & patcle Analyss Paametc Optmzaton Stuctual Synthess Toleance Analyss

6 Compaatve featues of dffeent numecal methods Method FDM FEM BEM Matx Solve Iteatve Iteatve, Dect Dect Matx dmenson 2D 3D Advantages Unfom opeatons; Smple stuctue of the mesh Dsadvantages Less accuacy fo complexshape egons Flexble bounday-ftted mesh Analytcal ntegaton ove the element s volume Complex meshgeneato n 3D; Hgh accuacy; 2. Open bounday; 3. Hgh-ode devatves; 4. Edge sngulaty 5. Extenal asymptotc; 1. Dense matx; 2. Moe complex analytcs

7 Bounday Element Method fo An ntegal epesentaton fo the electostatc potental ϕ at obsevaton pont s a sum of the suface souces wth the densty σ and space chage densty ρ : 1 σ 1 ρ ϕ = ds + dv, S, V, R =. 4πε R 4πε R S Statonay Poblems V Applyng the Dchlet, Neumann condtons and contnuty of electc nducton at the bounday gves a set of ntegal equatons fo unknown functon σ ϕ ϕ ϕ ϕ = U, = E, ε = ε n n n Lnea System afte dscetzaton GX S1 0 S2 0 + S+ S 4 1 ψ m, η = F, Gj = J, η d h h, η η m= 1 dη.

8 Paametc epesentaton of the bounday Paametc epesentaton of the bounday,,,,,,,,, 1 η η η η η d d J ds z z y y x x S S k k k k N k k = = = = = = U Polynomal appoxmaton fo suface souces [ ] [ ] { },, 1 1, 1 1, 1 1, 1 η η η σ σ η η σ σ η σ h h j j j j j j = Lnea system G σ = F wth matx elements.,,, η η η η ψ η d d J h h G m m j = =

9 Mult-flow Gun fo Klyston Gun schematc sketch Ion geomety Smulaton of mult beam gun by TOPAZ 3D Fle fo beam envelope and tajectoes: F:\mam\170kV new\fnal wth washes\no washes\15 kv wthout washes Tajectoy data fle: F:\mam\170kV new\fnal wth washes\no washes\15 kv wthout washes\testf2.tl Input fle: ~\testf2.tsk -> do not foget cosssecton Fle fo magnetc feld coecton fo anode-cathode aea: CCR-1xxxx.dwg Fles of extenal off-axs Bx,y,z: nx.pn, ny.pn, nz,pn dated by Fles of extenal on-axs Bx,y,z:nxon.pn, nyon.pn, nzon.pn dated by Bz_max= 922G, Bb= 369G, Bz_cath= 24G Ib=1.46A, V0=15 kv Adjusted coeffcents fo TOPAZ nput fle: dx=0.063 m, dy = 0.0 m, dz=0.046 m, #4=0.0381, #12= Ognal & optmzed beam envelopes

10 The esults of sheet-beam gun smulaton Focusng electode 2. Emtte 3. Anode

11 Dode, tode & gd guns Cathode Assembly Computatonal Models Gun Pototype, Calabazas Ceek, Inc.

12 Non Elastc Collsons n Gas Flled Dode 2D model of collsons * α = M / Mdnσ e 0 Reacton tees J/Jb alpha Cuent multplcaton. Blue 1D model, geen onzaton; ed onzaton+echagng

13 Fequency-doman Electodynamcs Maxwell equatons Integal epesentaton e Geen functons [ ] Integal equatons ote = ωb, oth = ωd + J, e EP = J QG PQ, β αβ ds 2π n S Q, 1 m H P = J Q G P, Q β αβ ds 2π n G = α φ β, φ = cos kr/ R, G αβ m αβ S 2 1 φ αr βr φ 1 φ = αβ kφ kr R kr R R R 1 m m H P = H Q Gη P, Q H Q G P, Q η dsq, Ω4π S 1 m m Hη P = H Q Gηη P, Q H Q G P, Q η η dsq. Ω4π S Q.

14 Egen modes of RF cavtes The codes MAXWELL-2 and MAXWELL-3 can smulate azmuthally hamoncs and 3D modes of oscllatons

15 Tme-doman Electodynamcs Maxwell equatons B t k kαβ ε + αeβ = g 0, Mateal equatons D t k kαβ ε αh β = g J k. J = σ E + J, t, B = µ H H, D = ε E E. k k 0 k k Consevaton law ρ + dv J = c t 0.

16 RF-gun desgn fo LCLS. The code MAXWELL-T UV Lase Lght RF Photonjecto 10 ps, 1 nq bunch dynamcs Electc feld dstbuton Tansvese nomalzed emttance vs. z Space chage dstbuton Space chage pofle

17 Tansvese chage dstbuton At the cathode At the ext

18 Beam Optcs Klyston gun desgn usng dffeent numecal methods U = 500 kv I = 266 A Statonay poblem. BEM. The code POISSON-2. T=5 Non Statonay poblem. FDM + PIC. The code MAXWELL-T, Mesh: 400x500. Np=3500, T= 65

19 Tme-of of-flght flght Mass-Spectomete Potable hgh esoluton TOF MS fo analyss of Geen-house gases Detectos Spal-Quaduple Lens Lens Tempoal Resoluton fo Geen-house gases

20 Dak Cuent smulaton model Feld emsson β E ϕ 6+ ϕ β E J f, t = e, ϕ Seconday emsson σ = Isec / Ip = δ + η+ δ n 1 m ε + n z δ = g zm, g z = z 1 e, gm ε m Seconday emsson spectum Lye-Dekke model

21 SLAC X-band X TW-stuctue 30-cell stuctue, GHz, G=62MV/m Dstbuted mesh fo paellell Mawxell solve Tansent EM-feld. Electc feld oveshoot fo se-tme 15 ns Dak cuent evoluton. Redpmay pat., geen secondaes

22 NLC Dak Cuent Pulse Dak cuent pulses wee obtaned fo the FIRST TIME fom Tack3P smulaton fo dect compason wth measuement 10 ns se tme 15 ns se tme 20 ns se tme Dak 3 pulse setmes nsec nsec nsec Tack3P Expemental data by J.Wang

23 X-Ray spectum smulaton fo Squae bend wavegude X-Ray Attenuaton, Cu - 5 mm Electc feld Magnetc feld En, kev Squae bend wavegude & EM felds X-ay enegy spectum. Expemental data by C. Adolphsen, smulaton by V. Ivanov N Smulaton E, ev

24 Multpactong n supe conductng cavty Multpactong effect s the man facto lmtng feld gadent n SC cavtes MultPac smulatons Tack3P smulaton Meshng fo SNS Cavty G = 59 MV/m

25 Tajectoy equaton Abeatonal appoach * * 1+ ϕ ϕ q 1+ ψ 2 ψ * ψ + 2 0, x y. * = = + * ε + ϕ 2 z 2m ε + ϕ z Feld expanson * * 2 IV ϕ, z = Φ z Φ z+ Φ zl 4 64 Paaxal equaton Φ zu Φ z + ρ z/ ε + q/2 mb z ξ z + + = 0, =. Φ z + ε Φ z + ε 0 z u u u e z z Pncpal tajectoes Abeatonal expanson υ z = 0, w z = 1, υ z = 1/ ε, w z = 1/ R z 0 = ευe + we + εε He + ε Ke + ε Be + εεpe + α β α β 3/2 α α 0 z 0 z z Qe Ce De Fe Ge E L β 2 2 βα α 2 αβ β 3 0εz + 0 ε + + 0ε c

26 Hgh-speed steak camea Infaed mage convete Nght vson glasses X-ay lght amplfe

27 Optmzaton Poblem Objectve functonal Constants { } F0 u, E u, H u mn u U { F,, } u Eu Hu < 0, = 1, n; F u, Eu, Hu = 0, = nn, ; { } Optmzaton doman U: u u + < < u, j = 1, m. j j j Ognal equaton S σ G ds + λσ = U Q PQ Q P P. Equaton n vaatons S δσ λδσ δ σ δ QGPQdSQ + P = UP Q GPQdSQ. S

28 Types of the geomety petubatons

29 Bounday poblems Foue expanson ϕ,, zθ =Φ z + ϕ, zcos[ m θ + θ ] m m m Helmholtz equatons ϕm ϕm 1 ϕm m + + ϕ m = z ρ m wth the bounday condtons ϕ ϕ = U, z; = E, z. m m S1 m m n S 2

30 Algothms of BEM Integal equaton S1 σ Q G P, Q ds = U P ρ t G P, Q dv, σ m P 2 m σ, m m m ρ, m V σ QG PQdS, = E P ρ tg PQdV,. S2 m σ, m m m ρ, m V Kenels G σ, m = 2π 0 cos mθ dθ + 2 cos θ + zz 2 2 2, G [ z z sn ne cos θ cos ne ]cos mθ dθ. [ + 2 cos θ + zz ] 2π z z ν, m = /2

31 Bounday Vaatons fo the Electon Optcal Devce a 1 change of the tube damete; a 2 change cuvatue adus fo the cathode ; a 3 change of the adus fo the anode hole; a 4 change of the oute adus fo the anode cone; a 5 change of the cathode-anode dstance; a 6 change of the cathode-anode dstance

32 30 Non petubed potental and devatves Vaaton of the cathode adus m=1 Petubed feld fo vayng Rc V V' V" V'" V"" V V' V" V''' V"" z, mm -25 z, mm Tlt of the axs m=1 Ellptcal defomaton m= V V' V" V''' V"" V V' V" V''' V"" z, mm -20 z, mm

33 Numecal esults fo the toleant Resoluton mm -1 Cathode da, mm defects a, mm ,25 a a a a a a

34 Stuctual Synthess Classcal appoaches 1. Scheze sees Numecal nstablty; ϕ, z = Φ z, Φ z ϕ0, z 2 = 0! 2 2. Confomal mappng Mappng sngulaty; 2π 1 ϕ, z = f z + cosα dα. 2π 0 3. Fnte-dffeence appoxmaton fo the Cauchy poblem. Numecal nstablty; 4. No addtonal equements lke constant functonals F j ; 5. No toleance analyss.

35 The deal analytcal model and the pactcal Pece gun ϕ, z = C 2 + z 2 2 / 3 cos actg z 1- heate; 2 cathode; 3 focusng electode; 4 anode; 5 ceamc nsulato; 5 collecto.

36 The esults of classcal appoach The absence of techncal constants n classcal synthess poduces the solutons unealzable n pactcal manufactung.

37 New fomulaton of the synthess poblem s suggested 1. Obtan the Cauchy data Φz by mnmzng the objectve functonal F 0; 2. Intoduce 3 types of sufaces: a fxed-shape electodes wth the bounday condtons; b suface wth the Cauchy data and c skeleton suface wth the feld souces chages, dpoles. 3. Detemne the feld souce values fom the soluton of mxed bounday/cauchy poblem; 4. Obtan the electode shape fom the map ϕ =c; 5. Obtan the eal shape n the toleance ange.

38 Algothms of BEM Algothms of BEM Bounday condtons Cauchy data on the axs Integal equatons mxed fomulaton n S ψ s, ϕ β αϕ = +, 0 ϕ Φ = S. 2,,, 2, 2, s d t s G t d t s G t s d t s G n t s d t s G n t s S S πν ν σ πν β α ν πσ β α σ ψ ν σ ν σ Γ + Γ + = Φ Γ Γ + + = Γ Γ+ Γ Γ+

39 Appoxmaton and lnea system Appoxmaton and lnea system Souce appoxmaton wth cubc splne Geen functons sngle & double laye potentals Lnea Poblem n weak fomulaton h t t h M X h t t h M X h t t M h t t M t X + =. cos cos 2 1,, = + + = = e z n z z k E z z ne k K k E z z G z z k K G δ δ πε δ δ πε ν σ mn * * * = R F GX D F G X,, Φ ψ ν σ F X

40 The Synthess of Matchng Lenses Ideal lens Apetue hole a=0.3 Apetue hole a=0.4 Ctcal apetue: a0 = 2 / 31 λ

41 The Synthess of Sngle Lens Ideal Lens Apetue hole a=0.25

42 The Butle Lens Fomng an Ideal Cylndcal Beam W = 0.09 W = 0.2 Beam paametes : U=4KeV; P=0.55µA/V 3/2

43 Summay New appoaches n fomulaton fo complex poblems of analyss, optmzaton and synthess ae suggested; Set of pecson methods and algothms ae mplemented. The effectveness was demonstated fo dffeent applcaton aeas; The numecal tools and compute codes fo 2D and 3D poblems ae successfully used n pactcal desgn dung moe than 30 yeas. Many unque devces have been constucted usng numecal desgn.

24-2: Electric Potential Energy. 24-1: What is physics

24-2: Electric Potential Energy. 24-1: What is physics D. Iyad SAADEDDIN Chapte 4: Electc Potental Electc potental Enegy and Electc potental Calculatng the E-potental fom E-feld fo dffeent chage dstbutons Calculatng the E-feld fom E-potental Potental of a

More information

PO with Modified Surface-normal Vectors for RCS calculation of Scatterers with Edges and Wedges

PO with Modified Surface-normal Vectors for RCS calculation of Scatterers with Edges and Wedges wth Modfed Suface-nomal Vectos fo RCS calculaton of Scattees wth Edges and Wedges N. Omak N. Omak, T.Shjo, and M. Ando Dep. of Electcal and Electonc Engneeng, Tokyo Insttute of Technology, Japan 1 Outlne.

More information

Physics 11b Lecture #2. Electric Field Electric Flux Gauss s Law

Physics 11b Lecture #2. Electric Field Electric Flux Gauss s Law Physcs 11b Lectue # Electc Feld Electc Flux Gauss s Law What We Dd Last Tme Electc chage = How object esponds to electc foce Comes n postve and negatve flavos Conseved Electc foce Coulomb s Law F Same

More information

Isotope Effect in Nuclear Magnetic Resonance Spectra of Germanium Single Crystals.

Isotope Effect in Nuclear Magnetic Resonance Spectra of Germanium Single Crystals. Isotope Effect n Nuclea Magnetc Resonance Specta of Gemanum Sngle Cystals. Theoetcal goup: B.Z.Maln, S.K.San, Kazan State Unvesty, Russa Expemenal goups: S.V.Vehovs, A.V.Ananyev, A.P.Geasheno Insttute

More information

ALL QUESTIONS ARE WORTH 20 POINTS. WORK OUT FIVE PROBLEMS.

ALL QUESTIONS ARE WORTH 20 POINTS. WORK OUT FIVE PROBLEMS. GNRAL PHYSICS PH -3A (D. S. Mov) Test (/3/) key STUDNT NAM: STUDNT d #: -------------------------------------------------------------------------------------------------------------------------------------------

More information

Multipole Radiation. March 17, 2014

Multipole Radiation. March 17, 2014 Multpole Radaton Mach 7, 04 Zones We wll see that the poblem of hamonc adaton dvdes nto thee appoxmate egons, dependng on the elatve magntudes of the dstance of the obsevaton pont,, and the wavelength,

More information

Integral Vector Operations and Related Theorems Applications in Mechanics and E&M

Integral Vector Operations and Related Theorems Applications in Mechanics and E&M Dola Bagayoko (0) Integal Vecto Opeatons and elated Theoems Applcatons n Mechancs and E&M Ι Basc Defnton Please efe to you calculus evewed below. Ι, ΙΙ, andιιι notes and textbooks fo detals on the concepts

More information

COMPLEMENTARY ENERGY METHOD FOR CURVED COMPOSITE BEAMS

COMPLEMENTARY ENERGY METHOD FOR CURVED COMPOSITE BEAMS ultscence - XXX. mcocd Intenatonal ultdscplnay Scentfc Confeence Unvesty of skolc Hungay - pl 06 ISBN 978-963-358-3- COPLEENTRY ENERGY ETHOD FOR CURVED COPOSITE BES Ákos József Lengyel István Ecsed ssstant

More information

Large scale magnetic field generation by accelerated particles in galactic medium

Large scale magnetic field generation by accelerated particles in galactic medium Lage scale magnetc feld geneaton by acceleated patcles n galactc medum I.N.Toptygn Sant Petesbug State Polytechncal Unvesty, depatment of Theoetcal Physcs, Sant Petesbug, Russa 2.Reason explonatons The

More information

Test 1 phy What mass of a material with density ρ is required to make a hollow spherical shell having inner radius r i and outer radius r o?

Test 1 phy What mass of a material with density ρ is required to make a hollow spherical shell having inner radius r i and outer radius r o? Test 1 phy 0 1. a) What s the pupose of measuement? b) Wte all fou condtons, whch must be satsfed by a scala poduct. (Use dffeent symbols to dstngush opeatons on ectos fom opeatons on numbes.) c) What

More information

19 The Born-Oppenheimer Approximation

19 The Born-Oppenheimer Approximation 9 The Bon-Oppenheme Appoxmaton The full nonelatvstc Hamltonan fo a molecule s gven by (n a.u.) Ĥ = A M A A A, Z A + A + >j j (883) Lets ewte the Hamltonan to emphasze the goal as Ĥ = + A A A, >j j M A

More information

9/12/2013. Microelectronics Circuit Analysis and Design. Modes of Operation. Cross Section of Integrated Circuit npn Transistor

9/12/2013. Microelectronics Circuit Analysis and Design. Modes of Operation. Cross Section of Integrated Circuit npn Transistor Mcoelectoncs Ccut Analyss and Desgn Donald A. Neamen Chapte 5 The pola Juncton Tanssto In ths chapte, we wll: Dscuss the physcal stuctue and opeaton of the bpola juncton tanssto. Undestand the dc analyss

More information

Slide 1. Quantum Mechanics: the Practice

Slide 1. Quantum Mechanics: the Practice Slde Quantum Mecancs: te Pactce Slde Remnde: Electons As Waves Wavelengt momentum = Planck? λ p = = 6.6 x 0-34 J s Te wave s an exctaton a vbaton: We need to know te ampltude of te exctaton at evey pont

More information

Complex atoms and the Periodic System of the elements

Complex atoms and the Periodic System of the elements Complex atoms and the Peodc System of the elements Non-cental foces due to electon epulson Cental feld appoxmaton electonc obtals lft degeneacy of l E n l = R( hc) ( n δ ) l Aufbau pncple Lectue Notes

More information

PHYS Week 5. Reading Journals today from tables. WebAssign due Wed nite

PHYS Week 5. Reading Journals today from tables. WebAssign due Wed nite PHYS 015 -- Week 5 Readng Jounals today fom tables WebAssgn due Wed nte Fo exclusve use n PHYS 015. Not fo e-dstbuton. Some mateals Copyght Unvesty of Coloado, Cengage,, Peason J. Maps. Fundamental Tools

More information

COMPUTATIONAL METHODS AND ALGORITHMS Vol. I - Methods of Potential Theory - V.I. Agoshkov, P.B. Dubovski

COMPUTATIONAL METHODS AND ALGORITHMS Vol. I - Methods of Potential Theory - V.I. Agoshkov, P.B. Dubovski METHODS OF POTENTIAL THEORY.I. Agoshkov and P.B. Dubovsk Insttute of Numecal Mathematcs, Russan Academy of Scences, Moscow, Russa Keywods: Potental, volume potental, Newton s potental, smple laye potental,

More information

Thermodynamics of solids 4. Statistical thermodynamics and the 3 rd law. Kwangheon Park Kyung Hee University Department of Nuclear Engineering

Thermodynamics of solids 4. Statistical thermodynamics and the 3 rd law. Kwangheon Park Kyung Hee University Department of Nuclear Engineering Themodynamcs of solds 4. Statstcal themodynamcs and the 3 d law Kwangheon Pak Kyung Hee Unvesty Depatment of Nuclea Engneeng 4.1. Intoducton to statstcal themodynamcs Classcal themodynamcs Statstcal themodynamcs

More information

Energy in Closed Systems

Energy in Closed Systems Enegy n Closed Systems Anamta Palt palt.anamta@gmal.com Abstact The wtng ndcates a beakdown of the classcal laws. We consde consevaton of enegy wth a many body system n elaton to the nvese squae law and

More information

Consequences of Long Term Transients in Large Area High Density Plasma Processing: A 3-Dimensional Computational Investigation*

Consequences of Long Term Transients in Large Area High Density Plasma Processing: A 3-Dimensional Computational Investigation* ISPC 2003 June 22-27, 2003 Consequences of Long Tem Tansents n Lage Aea Hgh Densty Plasma Pocessng: A 3-Dmensonal Computatonal Investgaton* Pamod Subamonum** and Mak J Kushne*** **Dept of Chemcal and Bomolecula

More information

Physics 202, Lecture 2. Announcements

Physics 202, Lecture 2. Announcements Physcs 202, Lectue 2 Today s Topcs Announcements Electc Felds Moe on the Electc Foce (Coulomb s Law The Electc Feld Moton of Chaged Patcles n an Electc Feld Announcements Homewok Assgnment #1: WebAssgn

More information

Physics Exam II Chapters 25-29

Physics Exam II Chapters 25-29 Physcs 114 1 Exam II Chaptes 5-9 Answe 8 of the followng 9 questons o poblems. Each one s weghted equally. Clealy mak on you blue book whch numbe you do not want gaded. If you ae not sue whch one you do

More information

11/13/ LASER Physics. Light Amplification and Inversion. Outline: Biomedical Optics LASER. Atomic Energy States: 2 Level System

11/13/ LASER Physics. Light Amplification and Inversion. Outline: Biomedical Optics LASER. Atomic Energy States: 2 Level System /3/8 Outlne: omedcal Optcs. SE Physcs ompute sssted lncal Medcne Medcal Faculty Mannhem Hedelbeg Unvesty TheodoKutzeUe 3 6867 Mannhem, Gemany Smon Hubetus, M.Sc. smon.hubetus@medma.unhedelbeg.de www.ma.unhedelbeg.de/nst/cbtm/ckm.

More information

Density Functional Theory I

Density Functional Theory I Densty Functonal Theoy I cholas M. Hason Depatment of Chemsty Impeal College Lonon & Computatonal Mateals Scence Daesbuy Laboatoy ncholas.hason@c.ac.uk Densty Functonal Theoy I The Many Electon Schönge

More information

Set of square-integrable function 2 L : function space F

Set of square-integrable function 2 L : function space F Set of squae-ntegable functon L : functon space F Motvaton: In ou pevous dscussons we have seen that fo fee patcles wave equatons (Helmholt o Schödnge) can be expessed n tems of egenvalue equatons. H E,

More information

Chapter 23: Electric Potential

Chapter 23: Electric Potential Chapte 23: Electc Potental Electc Potental Enegy It tuns out (won t show ths) that the tostatc foce, qq 1 2 F ˆ = k, s consevatve. 2 Recall, fo any consevatve foce, t s always possble to wte the wok done

More information

Transport Coefficients For A GaAs Hydro dynamic Model Extracted From Inhomogeneous Monte Carlo Calculations

Transport Coefficients For A GaAs Hydro dynamic Model Extracted From Inhomogeneous Monte Carlo Calculations Tanspot Coeffcents Fo A GaAs Hydo dynamc Model Extacted Fom Inhomogeneous Monte Calo Calculatons MeKe Ieong and Tngwe Tang Depatment of Electcal and Compute Engneeng Unvesty of Massachusetts, Amhest MA

More information

Implementation in the ANSYS Finite Element Code of the Electric Vector Potential T-Ω,Ω Formulation

Implementation in the ANSYS Finite Element Code of the Electric Vector Potential T-Ω,Ω Formulation Implementaton n the ANSYS Fnte Element Code of the Electc Vecto Potental T-Ω,Ω Fomulaton Peto Teston Dpatmento d Ingegnea Elettca ed Elettonca, Unvestà d Cagla Pazza d Am, 0923 Cagla Pegogo Sonato Dpatmento

More information

Event Shape Update. T. Doyle S. Hanlon I. Skillicorn. A. Everett A. Savin. Event Shapes, A. Everett, U. Wisconsin ZEUS Meeting, October 15,

Event Shape Update. T. Doyle S. Hanlon I. Skillicorn. A. Everett A. Savin. Event Shapes, A. Everett, U. Wisconsin ZEUS Meeting, October 15, Event Shape Update A. Eveett A. Savn T. Doyle S. Hanlon I. Skllcon Event Shapes, A. Eveett, U. Wsconsn ZEUS Meetng, Octobe 15, 2003-1 Outlne Pogess of Event Shapes n DIS Smla to publshed pape: Powe Coecton

More information

Closed-loop adaptive optics using a CMOS image quality metric sensor

Closed-loop adaptive optics using a CMOS image quality metric sensor Closed-loop adaptve optcs usng a CMOS mage qualty metc senso Chueh Tng, Mchael Gles, Adtya Rayankula, and Pual Futh Klpsch School of Electcal and Compute Engneeng ew Mexco State Unvesty Las Cuces, ew Mexco

More information

BASIC PHYSICS OF HIGH BRIGHTNESS ELECTRON BEAMS

BASIC PHYSICS OF HIGH BRIGHTNESS ELECTRON BEAMS BASIC PHYSICS OF HIGH BRIGHTNESS ELECTRON BEAMS Wa-Keung Lau Wnte School on Fee Electon Lases 6 Jan. 8 th 6 Outlne What s a beam? How to descbe beam ualty? Sel elds Relatvstc eects Sngle patcle moton nea

More information

PHYS 705: Classical Mechanics. Derivation of Lagrange Equations from D Alembert s Principle

PHYS 705: Classical Mechanics. Derivation of Lagrange Equations from D Alembert s Principle 1 PHYS 705: Classcal Mechancs Devaton of Lagange Equatons fom D Alembet s Pncple 2 D Alembet s Pncple Followng a smla agument fo the vtual dsplacement to be consstent wth constants,.e, (no vtual wok fo

More information

Mechanics Physics 151

Mechanics Physics 151 Mechancs Physcs 151 Lectue 18 Hamltonan Equatons of Moton (Chapte 8) What s Ahead We ae statng Hamltonan fomalsm Hamltonan equaton Today and 11/6 Canoncal tansfomaton 1/3, 1/5, 1/10 Close lnk to non-elatvstc

More information

Chapter 8. Linear Momentum, Impulse, and Collisions

Chapter 8. Linear Momentum, Impulse, and Collisions Chapte 8 Lnea oentu, Ipulse, and Collsons 8. Lnea oentu and Ipulse The lnea oentu p of a patcle of ass ovng wth velocty v s defned as: p " v ote that p s a vecto that ponts n the sae decton as the velocty

More information

CSJM University Class: B.Sc.-II Sub:Physics Paper-II Title: Electromagnetics Unit-1: Electrostatics Lecture: 1 to 4

CSJM University Class: B.Sc.-II Sub:Physics Paper-II Title: Electromagnetics Unit-1: Electrostatics Lecture: 1 to 4 CSJM Unvesty Class: B.Sc.-II Sub:Physcs Pape-II Ttle: Electomagnetcs Unt-: Electostatcs Lectue: to 4 Electostatcs: It deals the study of behavo of statc o statonay Chages. Electc Chage: It s popety by

More information

Machine Learning. Spectral Clustering. Lecture 23, April 14, Reading: Eric Xing 1

Machine Learning. Spectral Clustering. Lecture 23, April 14, Reading: Eric Xing 1 Machne Leanng -7/5 7/5-78, 78, Spng 8 Spectal Clusteng Ec Xng Lectue 3, pl 4, 8 Readng: Ec Xng Data Clusteng wo dffeent ctea Compactness, e.g., k-means, mxtue models Connectvty, e.g., spectal clusteng

More information

Some Approximate Analytical Steady-State Solutions for Cylindrical Fin

Some Approximate Analytical Steady-State Solutions for Cylindrical Fin Some Appoxmate Analytcal Steady-State Solutons fo Cylndcal Fn ANITA BRUVERE ANDRIS BUIIS Insttute of Mathematcs and Compute Scence Unvesty of Latva Rana ulv 9 Rga LV459 LATVIA Astact: - In ths pape we

More information

Correspondence Analysis & Related Methods

Correspondence Analysis & Related Methods Coespondence Analyss & Related Methods Ineta contbutons n weghted PCA PCA s a method of data vsualzaton whch epesents the tue postons of ponts n a map whch comes closest to all the ponts, closest n sense

More information

A. Thicknesses and Densities

A. Thicknesses and Densities 10 Lab0 The Eath s Shells A. Thcknesses and Denstes Any theoy of the nteo of the Eath must be consstent wth the fact that ts aggegate densty s 5.5 g/cm (ecall we calculated ths densty last tme). In othe

More information

Simulation of the Trickle Heating Effect

Simulation of the Trickle Heating Effect Simulation of the Tickle Heating Effect LCLS Tickle Heating, Measuement and Theoy (SLAC PUB 3854 Z. Huang et. al.) Poisson Solve fo Peiodic Mico Stuctues LCLS Tickle Heating, Simulation EuXFEL Tickle Heating,

More information

Learning the structure of Bayesian belief networks

Learning the structure of Bayesian belief networks Lectue 17 Leanng the stuctue of Bayesan belef netwoks Mlos Hauskecht mlos@cs.ptt.edu 5329 Sennott Squae Leanng of BBN Leanng. Leanng of paametes of condtonal pobabltes Leanng of the netwok stuctue Vaables:

More information

3.1 Electrostatic Potential Energy and Potential Difference

3.1 Electrostatic Potential Energy and Potential Difference 3. lectostatc Potental negy and Potental Dffeence RMMR fom mechancs: - The potental enegy can be defned fo a system only f consevatve foces act between ts consttuents. - Consevatve foces may depend only

More information

Remember: When an object falls due to gravity its potential energy decreases.

Remember: When an object falls due to gravity its potential energy decreases. Chapte 5: lectc Potental As mentoned seveal tmes dung the uate Newton s law o gavty and Coulomb s law ae dentcal n the mathematcal om. So, most thngs that ae tue o gavty ae also tue o electostatcs! Hee

More information

4 Recursive Linear Predictor

4 Recursive Linear Predictor 4 Recusve Lnea Pedcto The man objectve of ths chapte s to desgn a lnea pedcto wthout havng a po knowledge about the coelaton popetes of the nput sgnal. In the conventonal lnea pedcto the known coelaton

More information

Chapter Fifiteen. Surfaces Revisited

Chapter Fifiteen. Surfaces Revisited Chapte Ffteen ufaces Revsted 15.1 Vecto Descpton of ufaces We look now at the vey specal case of functons : D R 3, whee D R s a nce subset of the plane. We suppose s a nce functon. As the pont ( s, t)

More information

V. Principles of Irreversible Thermodynamics. s = S - S 0 (7.3) s = = - g i, k. "Flux": = da i. "Force": = -Â g a ik k = X i. Â J i X i (7.

V. Principles of Irreversible Thermodynamics. s = S - S 0 (7.3) s = = - g i, k. Flux: = da i. Force: = -Â g a ik k = X i. Â J i X i (7. Themodynamcs and Knetcs of Solds 71 V. Pncples of Ievesble Themodynamcs 5. Onsage s Teatment s = S - S 0 = s( a 1, a 2,...) a n = A g - A n (7.6) Equlbum themodynamcs detemnes the paametes of an equlbum

More information

Analytical and Numerical Solutions for a Rotating Annular Disk of Variable Thickness

Analytical and Numerical Solutions for a Rotating Annular Disk of Variable Thickness Appled Mathematcs 00 43-438 do:0.436/am.00.5057 Publshed Onlne Novembe 00 (http://www.scrp.og/jounal/am) Analytcal and Numecal Solutons fo a Rotatng Annula Ds of Vaable Thcness Abstact Ashaf M. Zenou Daoud

More information

THE MANY-BODY PROBLEM

THE MANY-BODY PROBLEM 3.30: Lectue 5 Feb 5 005 THE MANY-BODY PROBLEM Feb 5 005 3.30 Atomstc Modelng of Mateals -- Geband Cede and Ncola Maza When s a patcle lke a wave? Wavelength momentum = Planck λ p = h h = 6.6 x 0-34 J

More information

Rotating Disk Electrode -a hydrodynamic method

Rotating Disk Electrode -a hydrodynamic method Rotatng Dsk Electode -a hdodnamc method Fe Lu Ma 3, 0 ente fo Electochemcal Engneeng Reseach Depatment of hemcal and Bomolecula Engneeng Rotatng Dsk Electode A otatng dsk electode RDE s a hdodnamc wokng

More information

Applied Statistical Mechanics Lecture Note - 13 Molecular Dynamics Simulation

Applied Statistical Mechanics Lecture Note - 13 Molecular Dynamics Simulation Appled Statstcal Mechancs Lectue Note - 3 Molecula Dynamcs Smulaton 고려대학교화공생명공학과강정원 Contents I. Basc Molecula Dynamcs Smulaton Method II. Popetes Calculatons n MD III. MD n Othe Ensembles I. Basc MD Smulaton

More information

2-DIMENSIONAL MODELING OF PULSED PLASMAS WITH AND WITHOUT SUBSTRATE BIAS USING MODERATE PARALLELISM*

2-DIMENSIONAL MODELING OF PULSED PLASMAS WITH AND WITHOUT SUBSTRATE BIAS USING MODERATE PARALLELISM* IEEE Pulsed Powe / Plasma Scence Confeence June 17 -, 1 Las Vegas, Nevada -DIMENSIONAL MODELING OF PULSED PLASMAS WITH AND WITHOUT SUBSTRATE BIAS USING MODERATE PARALLELISM* Pamod Subamonum** and Mak J.

More information

Classical Models of the Interface between an Electrode and an Electrolyte

Classical Models of the Interface between an Electrode and an Electrolyte Except fom the Poceedngs of the OMSOL onfeence 9 Mlan lasscal Models of the Inteface between an Electode and an Electolyte E. Gongadze *, S. Petesen, U. Beck, U. van Renen Insttute of Geneal Electcal Engneeng,

More information

An Approach to Inverse Fuzzy Arithmetic

An Approach to Inverse Fuzzy Arithmetic An Appoach to Invese Fuzzy Athmetc Mchael Hanss Insttute A of Mechancs, Unvesty of Stuttgat Stuttgat, Gemany mhanss@mechaun-stuttgatde Abstact A novel appoach of nvese fuzzy athmetc s ntoduced to successfully

More information

A Study about One-Dimensional Steady State. Heat Transfer in Cylindrical and. Spherical Coordinates

A Study about One-Dimensional Steady State. Heat Transfer in Cylindrical and. Spherical Coordinates Appled Mathematcal Scences, Vol. 7, 03, no. 5, 67-633 HIKARI Ltd, www.m-hka.com http://dx.do.og/0.988/ams.03.38448 A Study about One-Dmensonal Steady State Heat ansfe n ylndcal and Sphecal oodnates Lesson

More information

(8) Gain Stage and Simple Output Stage

(8) Gain Stage and Simple Output Stage EEEB23 Electoncs Analyss & Desgn (8) Gan Stage and Smple Output Stage Leanng Outcome Able to: Analyze an example of a gan stage and output stage of a multstage amplfe. efeence: Neamen, Chapte 11 8.0) ntoducton

More information

MHD Oscillatory Flow in a Porous Plate

MHD Oscillatory Flow in a Porous Plate Global Jounal of Mathematcal Scences: Theoy and Pactcal. ISSN 97-3 Volume, Numbe 3 (), pp. 3-39 Intenatonal Reseach Publcaton House http://www.phouse.com MHD Oscllatoy Flow n a Poous Plate Monka Kala and

More information

Rigid Bodies: Equivalent Systems of Forces

Rigid Bodies: Equivalent Systems of Forces Engneeng Statcs, ENGR 2301 Chapte 3 Rgd Bodes: Equvalent Sstems of oces Intoducton Teatment of a bod as a sngle patcle s not alwas possble. In geneal, the se of the bod and the specfc ponts of applcaton

More information

Electron density: Properties of electron density (non-negative): => exchange-correlation functionals should respect these conditions.

Electron density: Properties of electron density (non-negative): => exchange-correlation functionals should respect these conditions. lecton densty: ρ ( =... Ψ(,,..., ds d... d Pobablty of fndng one electon of abtay spn wthn a volume element d (othe electons may be anywhee. s Popetes of electon densty (non-negatve:.. 3. ρ ( d = ρ( =

More information

Rotational Kinematics. Rigid Object about a Fixed Axis Western HS AP Physics 1

Rotational Kinematics. Rigid Object about a Fixed Axis Western HS AP Physics 1 Rotatonal Knematcs Rgd Object about a Fxed Axs Westen HS AP Physcs 1 Leanng Objectes What we know Unfom Ccula Moton q s Centpetal Acceleaton : Centpetal Foce: Non-unfom a F c c m F F F t m ma t What we

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

Chapter 3 Waves in an Elastic Whole Space. Equation of Motion of a Solid

Chapter 3 Waves in an Elastic Whole Space. Equation of Motion of a Solid Chapte 3 Waves n an Elastc Whole Space Equaton of Moton of a Sold Hopefully, many of the topcs n ths chapte ae evew. Howeve, I fnd t useful to dscuss some of the key chaactestcs of elastc contnuous meda.

More information

Chapter I Matrices, Vectors, & Vector Calculus 1-1, 1-9, 1-10, 1-11, 1-17, 1-18, 1-25, 1-27, 1-36, 1-37, 1-41.

Chapter I Matrices, Vectors, & Vector Calculus 1-1, 1-9, 1-10, 1-11, 1-17, 1-18, 1-25, 1-27, 1-36, 1-37, 1-41. Chapte I Matces, Vectos, & Vecto Calculus -, -9, -0, -, -7, -8, -5, -7, -36, -37, -4. . Concept of a Scala Consde the aa of patcles shown n the fgue. he mass of the patcle at (,) can be epessed as. M (,

More information

Stellar Astrophysics. dt dr. GM r. The current model for treating convection in stellar interiors is called mixing length theory:

Stellar Astrophysics. dt dr. GM r. The current model for treating convection in stellar interiors is called mixing length theory: Stella Astophyscs Ovevew of last lectue: We connected the mean molecula weght to the mass factons X, Y and Z: 1 1 1 = X + Y + μ 1 4 n 1 (1 + 1) = X μ 1 1 A n Z (1 + ) + Y + 4 1+ z A Z We ntoduced the pessue

More information

2. Electrostatics. Dr. Rakhesh Singh Kshetrimayum 8/11/ Electromagnetic Field Theory by R. S. Kshetrimayum

2. Electrostatics. Dr. Rakhesh Singh Kshetrimayum 8/11/ Electromagnetic Field Theory by R. S. Kshetrimayum 2. Electostatics D. Rakhesh Singh Kshetimayum 1 2.1 Intoduction In this chapte, we will study how to find the electostatic fields fo vaious cases? fo symmetic known chage distibution fo un-symmetic known

More information

CFD Investigations of Spatial Arc Kinetic Influence on Fuel Burning- Out in the Tornado Combustor

CFD Investigations of Spatial Arc Kinetic Influence on Fuel Burning- Out in the Tornado Combustor CFD Investgatons of Spatal Ac Knetc Influence on Fuel Bunng- Out n the Tonado Combusto Igo Matveev, Appled Plasma Technology, U.S.A.,., Sehy Sebn and Anna Mostpaneno Natonal Unvesty of Shpbuldng, Uane

More information

High precision computer simulation of cyclotrons KARAMYSHEVA T., AMIRKHANOV I. MALININ V., POPOV D.

High precision computer simulation of cyclotrons KARAMYSHEVA T., AMIRKHANOV I. MALININ V., POPOV D. High pecision compute simulation of cyclotons KARAMYSHEVA T., AMIRKHANOV I. MALININ V., POPOV D. Abstact Effective and accuate compute simulations ae highly impotant in acceleatos design and poduction.

More information

Physics 1501 Lecture 19

Physics 1501 Lecture 19 Physcs 1501 ectue 19 Physcs 1501: ectue 19 Today s Agenda Announceents HW#7: due Oct. 1 Mdte 1: aveage 45 % Topcs otatonal Kneatcs otatonal Enegy Moents of Ineta Physcs 1501: ectue 19, Pg 1 Suay (wth copason

More information

2/24/2014. The point mass. Impulse for a single collision The impulse of a force is a vector. The Center of Mass. System of particles

2/24/2014. The point mass. Impulse for a single collision The impulse of a force is a vector. The Center of Mass. System of particles /4/04 Chapte 7 Lnea oentu Lnea oentu of a Sngle Patcle Lnea oentu: p υ It s a easue of the patcle s oton It s a vecto, sla to the veloct p υ p υ p υ z z p It also depends on the ass of the object, sla

More information

THE TIME-DEPENDENT CLOSE-COUPLING METHOD FOR ELECTRON-IMPACT DIFFERENTIAL IONIZATION CROSS SECTIONS FOR ATOMS AND MOLECULES

THE TIME-DEPENDENT CLOSE-COUPLING METHOD FOR ELECTRON-IMPACT DIFFERENTIAL IONIZATION CROSS SECTIONS FOR ATOMS AND MOLECULES Intenatonal The Tme-Dependent cence Pess Close-Couplng IN: 9-59 Method fo Electon-Impact Dffeental Ionzaton Coss ectons fo Atoms... REVIEW ARTICE THE TIME-DEPENDENT COE-COUPING METHOD FOR EECTRON-IMPACT

More information

Thermal behavior of friction clutch disc based on uniform pressure and uniform wear assumptions

Thermal behavior of friction clutch disc based on uniform pressure and uniform wear assumptions Fcton 4(3): 228 237 (2016) ISSN 2223-7690 DOI 10.1007/s40544-016-0120-z CN 10-1237/TH RESEARCH ARTICLE Themal behavo of fcton clutch dsc based on unfom pessue and unfom wea assumptons Oday I. ABDULLAH

More information

Supersymmetry in Disorder and Chaos (Random matrices, physics of compound nuclei, mathematics of random processes)

Supersymmetry in Disorder and Chaos (Random matrices, physics of compound nuclei, mathematics of random processes) Supesymmety n Dsoe an Chaos Ranom matces physcs of compoun nucle mathematcs of anom pocesses Lteatue: K.B. Efetov Supesymmety n Dsoe an Chaos Cambge Unvesty Pess 997999 Supesymmety an Tace Fomulae I.V.

More information

Introduction to General Relativity 2

Introduction to General Relativity 2 Intoduction to Geneal Relativity 2 Geneal Relativity Diffeential geomety Paallel tanspot How to compute metic? Deviation of geodesics Einstein equations Consequences Tests of Geneal Relativity Sola system

More information

Molecular Dynamics and Monte Carlo Methods

Molecular Dynamics and Monte Carlo Methods May 8, 1 Molecula Modelng and Smulaton Molecula Dynamcs and Monte Calo Methods Agcultual Bonfomatcs Reseach Unt, Gaduate School of Agcultual and Lfe Scences, The Unvesty of Tokyo Tohu Teada 1 Contents

More information

Photonic Crystal Bragg Lasers: Design, Fabrication, and Characterization

Photonic Crystal Bragg Lasers: Design, Fabrication, and Characterization Photonc Cystal Bagg Lases: Desgn Fabcaton and Chaacteaton Thess by Ln Zhu In Patal Fulfllment of the Requements fo the degee of Docto of Phlosophy CALIFORNIA INSTITUT OF TCHNOLOGY Pasadena Calfona 008

More information

ANALYSIS OF AXIAL LOADED PILE IN MULTILAYERED SOIL USING NODAL EXACT FINITE ELEMENT MODEL

ANALYSIS OF AXIAL LOADED PILE IN MULTILAYERED SOIL USING NODAL EXACT FINITE ELEMENT MODEL Intenatonal Jounal of GEOMATE, Apl, 8 Vol. 4, Issue 44, pp. -7 Geotec., Const. Mat. & Env., DOI: https://do.og/.66/8.44.785 ISS: 86-98 (Pnt), 86-99 (Onlne), Japan AAYSIS OF AXIA OADED PIE I MUTIAYERED

More information

E For K > 0. s s s s Fall Physical Chemistry (II) by M. Lim. singlet. triplet

E For K > 0. s s s s Fall Physical Chemistry (II) by M. Lim. singlet. triplet Eneges of He electonc ψ E Fo K > 0 ψ = snglet ( )( ) s s+ ss αβ E βα snglet = ε + ε + J s + Ks Etplet = ε + ε + J s Ks αα ψ tplet = ( s s ss ) ββ ( αβ + βα ) s s s s s s s s ψ G = ss( αβ βα ) E = ε + ε

More information

Physics Exam 3

Physics Exam 3 Physcs 114 1 Exam 3 The numbe of ponts fo each secton s noted n backets, []. Choose a total of 35 ponts that wll be gaded that s you may dop (not answe) a total of 5 ponts. Clealy mak on the cove of you

More information

8 Baire Category Theorem and Uniform Boundedness

8 Baire Category Theorem and Uniform Boundedness 8 Bae Categoy Theoem and Unfom Boundedness Pncple 8.1 Bae s Categoy Theoem Valdty of many esults n analyss depends on the completeness popety. Ths popety addesses the nadequacy of the system of atonal

More information

SPACE-FREQUENCY MODEL OF ULTRA WIDE-BAND INTERACTIONS IN FREE-ELECTRON LASERS. Yosef Pinhasi Yuri Lurie Asher Yahalom

SPACE-FREQUENCY MODEL OF ULTRA WIDE-BAND INTERACTIONS IN FREE-ELECTRON LASERS. Yosef Pinhasi Yuri Lurie Asher Yahalom מכללת י ה ו דה ו שומרו ן The College of Judea and Samara המ ח לקה ל הנדסת חש מ ל ו א לקטרוניקה Dept. of Electrcal and Electronc Engneerng SPACE-FREQUENCY MODEL OF ULTRA WIDE-BAND INTERACTIONS IN FREE-ELECTRON

More information

A New Approach for Deriving the Instability Potential for Plates Based on Rigid Body and Force Equilibrium Considerations

A New Approach for Deriving the Instability Potential for Plates Based on Rigid Body and Force Equilibrium Considerations Avalable onlne at www.scencedect.com Poceda Engneeng 4 (20) 4 22 The Twelfth East Asa-Pacfc Confeence on Stuctual Engneeng and Constucton A New Appoach fo Devng the Instablty Potental fo Plates Based on

More information

Continuous Charge Distributions: Electric Field and Electric Flux

Continuous Charge Distributions: Electric Field and Electric Flux 8/30/16 Quiz 2 8/25/16 A positive test chage qo is eleased fom est at a distance away fom a chage of Q and a distance 2 away fom a chage of 2Q. How will the test chage move immediately afte being eleased?

More information

2 dependence in the electrostatic force means that it is also

2 dependence in the electrostatic force means that it is also lectc Potental negy an lectc Potental A scala el, nvolvng magntues only, s oten ease to wo wth when compae to a vecto el. Fo electc els not havng to begn wth vecto ssues woul be nce. To aange ths a scala

More information

Nuclear Chart. Takashi NAKATSUKASA Theoretical Nuclear Physics Laboratory RIKEN Nishina Center. Real-space, real-time approaches ) Few-body model

Nuclear Chart. Takashi NAKATSUKASA Theoretical Nuclear Physics Laboratory RIKEN Nishina Center. Real-space, real-time approaches ) Few-body model Takash NAKATSUKASA Theoetcal Nuclea Physcs Laboatoy RIKEN Nshna Cente 009.3.5-6 Mn-WS: Real-space, eal-tme appoaches DFT, TDDFT ((Q)RPA ) Few-body model (CDCC ) Nuclea Chat 70 Los Alamos Natonal Laboatoy's

More information

Machine Learning 4771

Machine Learning 4771 Machne Leanng 4771 Instucto: Tony Jebaa Topc 6 Revew: Suppot Vecto Machnes Pmal & Dual Soluton Non-sepaable SVMs Kenels SVM Demo Revew: SVM Suppot vecto machnes ae (n the smplest case) lnea classfes that

More information

EE 5337 Computational Electromagnetics (CEM)

EE 5337 Computational Electromagnetics (CEM) 7//28 Instucto D. Raymond Rumpf (95) 747 6958 cumpf@utep.edu EE 5337 Computatonal Electomagnetcs (CEM) Lectue #6 TMM Extas Lectue 6These notes may contan copyghted mateal obtaned unde fa use ules. Dstbuton

More information

On Accurate Stress Determination in Laminated Finite Length Cylinders Subjected to Thermo Elastic Load

On Accurate Stress Determination in Laminated Finite Length Cylinders Subjected to Thermo Elastic Load Intenatonal Jounal of Mechancs and Solds ISSN 0973-1881 Volume 6, Numbe 1 (2011), pp. 7-26 Reseach Inda Publcatons http://www.publcaton.com/jms.htm On Accuate Stess Detemnaton n Lamnated Fnte Length Cylndes

More information

11) A thin, uniform rod of mass M is supported by two vertical strings, as shown below.

11) A thin, uniform rod of mass M is supported by two vertical strings, as shown below. Fall 2007 Qualifie Pat II 12 minute questions 11) A thin, unifom od of mass M is suppoted by two vetical stings, as shown below. Find the tension in the emaining sting immediately afte one of the stings

More information

EVALUATION OF SPRINGBACK PREDICTION CAPABILITY USING UNIFORM PURE BENDING. A Thesis by. Kunal Indravadan Patel

EVALUATION OF SPRINGBACK PREDICTION CAPABILITY USING UNIFORM PURE BENDING. A Thesis by. Kunal Indravadan Patel EVALUATION OF SPRINGBACK PREDICTION CAPABILITY USING UNIFORM PURE BENDING A Thess by Kunal Indavadan Patel Bachelo of Engneeng, Sada Patel Unvesty, Inda, 00 Submtted to the College of Engneeng and the

More information

Chapter 2. A Brief Review of Electron Diffraction Theory

Chapter 2. A Brief Review of Electron Diffraction Theory Chapte. A Bef Revew of Electon Dffacton Theoy 8 Chapte. A Bef Revew of Electon Dffacton Theoy The theoy of gas phase electon dffacton s hadly a new topc. t s well establshed fo decades and has been thooughly

More information

If there are k binding constraints at x then re-label these constraints so that they are the first k constraints.

If there are k binding constraints at x then re-label these constraints so that they are the first k constraints. Mathematcal Foundatons -1- Constaned Optmzaton Constaned Optmzaton Ma{ f ( ) X} whee X {, h ( ), 1,, m} Necessay condtons fo to be a soluton to ths mamzaton poblem Mathematcally, f ag Ma{ f ( ) X}, then

More information

Global gyrokinetic particle simulation of turbulence and transport in realistic tokamak geometry

Global gyrokinetic particle simulation of turbulence and transport in realistic tokamak geometry Insttute of Physcs Publshng Jounal of Physcs: Confeence Sees 16 (2005 59 64 do:10.1088/1742-6596/16/1/008 ScDAC 2005 Global gyoknetc patcle smulaton of tubulence and tanspot n ealstc tokamak geomety WXWang

More information

Synopsis : 8. ELECTROMAGNETISM

Synopsis : 8. ELECTROMAGNETISM Synopss : 8. ELECTROMAGNETISM MAGNETIC EFFECTS OF CURRENT: 1. Electomagnetsm s the banch of physcs whch deals wth elaton between electcty and magnetsm.. A statc chage poduces only electc feld but movng

More information

Review of Vector Algebra and Vector Calculus Operations

Review of Vector Algebra and Vector Calculus Operations Revew of Vecto Algeba and Vecto Calculus Opeatons Tpes of vaables n Flud Mechancs Repesentaton of vectos Dffeent coodnate sstems Base vecto elatons Scala and vecto poducts Stess Newton s law of vscost

More information

Wave Equations. Michael Fowler, University of Virginia

Wave Equations. Michael Fowler, University of Virginia Wave Equatons Mcael Fowle, Unvesty of Vgna Potons and Electons We ave seen tat electons and potons beave n a vey smla fason bot exbt dffacton effects, as n te double slt expement, bot ave patcle lke o

More information

Molecular Dynamic Simulations of Nickel Nanowires at Various Temperatures

Molecular Dynamic Simulations of Nickel Nanowires at Various Temperatures Intenatonal Jounal of Scentfc and Innovatve Mathematcal Reseach (IJSIMR Volume 2, Issue 3, Mach 204, PP 30-305 ISS 2347-307X (Pnt & ISS 2347-342 (Onlne www.acounals.og Molecula Dynamc Smulatons of ckel

More information

TEST-03 TOPIC: MAGNETISM AND MAGNETIC EFFECT OF CURRENT Q.1 Find the magnetic field intensity due to a thin wire carrying current I in the Fig.

TEST-03 TOPIC: MAGNETISM AND MAGNETIC EFFECT OF CURRENT Q.1 Find the magnetic field intensity due to a thin wire carrying current I in the Fig. TEST-03 TPC: MAGNETSM AND MAGNETC EFFECT F CURRENT Q. Fnd the magnetc feld ntensty due to a thn we cayng cuent n the Fg. - R 0 ( + tan) R () 0 ( ) R 0 ( + ) R 0 ( + tan ) R Q. Electons emtted wth neglgble

More information

Review. Physics 231 fall 2007

Review. Physics 231 fall 2007 Reew Physcs 3 all 7 Man ssues Knematcs - moton wth constant acceleaton D moton, D pojectle moton, otatonal moton Dynamcs (oces) Enegy (knetc and potental) (tanslatonal o otatonal moton when detals ae not

More information

Dynamics of Rigid Bodies

Dynamics of Rigid Bodies Dynamcs of Rgd Bodes A gd body s one n whch the dstances between consttuent patcles s constant thoughout the moton of the body,.e. t keeps ts shape. Thee ae two knds of gd body moton: 1. Tanslatonal Rectlnea

More information

Announcements. Stereo (Part 3) Summary of Stereo Constraints. Features on same epipolar line. Stereo matching. Truco Fig. 7.5

Announcements. Stereo (Part 3) Summary of Stereo Constraints. Features on same epipolar line. Stereo matching. Truco Fig. 7.5 Announcements Steeo (Pat ) Homewok s due Nov, :59 PM Readng: Chapte 7: Steeopss CSE 5A Lectue 0 Featues on same eppola lne Summay of Steeo Constants CONSRAIN BRIEF DESCRIPION -D Eppola Seach Abtay mages

More information

Part V: Velocity and Acceleration Analysis of Mechanisms

Part V: Velocity and Acceleration Analysis of Mechanisms Pat V: Velocty an Acceleaton Analyss of Mechansms Ths secton wll evew the most common an cuently pactce methos fo completng the knematcs analyss of mechansms; escbng moton though velocty an acceleaton.

More information

ELECTRIC FIELD NEAR BUNDLE CONDUCTORS

ELECTRIC FIELD NEAR BUNDLE CONDUCTORS Jounal of ELECTICAL ENGINEEING, VOL. 54, NO. 5-6, 3, 113 117 ELECTIC FIELD NEA BUNDLE CONDUCTOS Danel Maye Vít Veselý The pape deals wth computaton of electc feld dstbuton along the sufaces of a system

More information