The ultra-high energy cosmic rays image of Virgo A

Size: px
Start display at page:

Download "The ultra-high energy cosmic rays image of Virgo A"

Transcription

1 The ultra-high energy csmic rays image f Virg A Radmír Šmída Karlsruhe Institute f Technlgy, Germany radmir.smida@kit.edu Ralph Engel Karlsruhe Institute f Technlgy, Germany Arrival directins f ultra-high energy csmic rays frm the directin f ten brightest radi surces lying within 5 Mpc frm ur Galaxy were studied by using recent mdels f the largescale Galactic magnetic field. A detailed study, where als small-scale turbulent magnetic field cmpnent was implemented, is presented fr the radigalaxy Virg A. This radigalaxy is lcated far frm the Galactic plane which leads t a unique image f this UHECR surce candidate, if the flux is cmpsed frm a mixture f intermediate mass nuclei. We present a methd suitable fr identifying csmic rays arriving frm this clse-by radigalaxy. PS(ICRC215)47 The 34th Internatinal Csmic Ray Cnference, July- 6 August, 215 The Hague, The Netherlands Speaker. c Cpyright wned by the authr(s) under the terms f the Creative Cmmns Attributin-NnCmmercial-ShareAlike Licence.

2 The UHECRs image f Virg A Radmír Šmída 1. Intrductin The search f a pint surce f ultra-high energy csmic rays (UHECRs), defined as csmic rays with energy abve 5 EeV in this paper, lacks an answer mre than half-century after their discvery [1, 2]. The primary particles are charged nuclei accelerated in astrnmical bjects. Mrever, the distance t such surces must be within 1 Mpc fr UHECRs because f energylss prcesses n varius phtn backgrunds [3, 4]. Categries f astrnmical bjects pwerful enugh t accelerate nuclei up t the highest measured energy [5] have been classified in the past [6]. Fr the search f the site f the UHECR rigin an identificatin f a lcal pint surce is f the primary cncern, because the flux frm such surce lcated within a few tens f Mpc wn t be significantly attenuated fr mst f nuclei [7, 8]. Mrever, extragalactic magnetic fields might be rather unifrm ver such distance. The mst interesting psitin f the surce in the sky is at high Galactic latitude, because the large-scale Galactic magnetic field (GMF) between the surce and the Earth has the least cmplex structure in this directin. Any nuclei f an electric charge Z will be deflected during their prpagatin thrugh the GMF. Under an assumptin that all particles frm the same surce travel thrugh the same magnetic field the angular deflectin will scale linearly with the electric charge. It is therefre useful t study the angular deflectin as a functin f the magnetic rigidity R(V) = E(eV)/Z instead f energy E(eV). We will assume that UHECRs arrive t the Galaxy in a parallel beam frm an extragalactic pint surce and infrmatin abut the surce psitin is nt lst during the prpagatin in the extragalactic space. Under such assumptins we can study an effect f the large-scale GMF and als small-scale turbulent magnetic fields n the surce image at the Earth. 2. Simulatins Pint surce candidates and the GMF mdel must be selected befre perfrming a simulatin. Fr the frmer the full-sky the catalgue f radigalaxies f the lcal universe [1] was selected. This catalgue was prepared fr any study f UHECRs and prvides infrmatin required fr ur analysis. Ten brightest radigalaxies within the distance D = 5 Mpc have been selected frm this catalgue and their list is prvided in Tab. 1. The clsest bject frm ur selectin is Cen A at the distance 3.6 Mpc fllwed by Virg A and Frnax A. These ten celestial bjects are nt unifrmly distributed acrss the sky, because they fllw the lcal mass distributin. Fr example the sky psitins f radigalaxies NGC 59 and Cen A are separated by nly 1 and in the case f Virg A and NGC 4261 nly 7. All simulated particles were randmly generated in a flat circular area having its centre 5 kpc frm the Galactic centre. The psitin f the centre was at the sky psitin f a radigalaxy. The area was always perpendicular t the directin cnnecting the Galactic centre and the radigalaxy. The radius f this area was 2 kpc and 1 kpc fr ur simulatins withut and with the turbulent magnetic field, respectively. The radius f a detectr at the psitin f the Earth was 1 pc. The maximum time t track particle was ne millin years and the minimum time step was 1 years. The CRT uses adaptive Runge-Kutta integratin methds t determine the trajectry f a charged particle thrugh PS(ICRC215)47 2

3 The UHECRs image f Virg A Radmír Šmída Name α δ l b D Frnax A Virg A NGC Cen A NGC NGC IC NGC NGC NGC Table 1: Ten brightest radigalaxies within D < 5 Mpc [1]. Clumns: name f radigalaxy, right ascensin, declinatin, galactic lngitude and latitude, distance in Mpc. a magnetic field accrding t the relativistic Lrentz frce. Detailed descriptin f the CRT cde can be fund in [9] and in the manual. 3. Regular GMF The Jansn&Farrar (JF12) GMF mdel [11] was primarily used, but als ther mdels were studied [12, 13]. We will present nly results btained fr the JF12 mdel in this paper. A parallel beam f particles pinted twards the Earth was generated in a circular area f 2 kpc diameter at the Galactcentric distance 5 kpc. The studied magnetic rigidity was between 1 and 15 EV and the spectral index was 1. In a unifrm magnetic field the angular deflectin is inversely prprtinal t the magnetic rigidity θ = K/R. Results f ur simulatins abve EV were used t btain the cnstant K. Then all results were cmpared with the inverse linear fit, see fr example Fig. 1 fr Virg A. Our results are summarised in Tab. 2, where the numerical cnstant K and the rigidity where simulated arrival directin differs mre than 3 frm the fit are prvided. The uncertainty f values in Tab. 2 is ±5 EV fr the cnstant K and ±1 EV fr R 3. Tw values f R 3 are prvided fr NGC 2663, because f tw different trajectries hitting the Earth at the same rigidity. The same happens fr NGC 4696 and NGC 59, but nly belw EV. (Let us ntice, that tw pssible trajectries at the same rigidity have been fund even fr Virg A and ther GMF mdel, namely Sun et al. [12].) Results btained fr the JF12 mdel, see Tab. 2, shw that the angular deflectin is 2 4 at R = 1 EV fr all studied radigalaxies. The simulated data are described by the inverse linear fit belw 1 EV nly fr radigalaxies lying far frm the Galactic plane, i.e. b > 5. All ther radigalaxies have R 3 1 EV, i.e. the energy f 7 and 14 EeV fr nitrgen and silicn nuclei, respectively. Interestingly, the lwest value f R 3 has the strngest lcal radigalaxy Frnax A. Hwever, by checking the sky map ne can recgnise that even if the angular deflectin scales with R the PS(ICRC215)47 3

4 The UHECRs image f Virg A Radmír Šmída Angular deflectin frm Virg A [deg] Rigidity [EV] inverse linear fit simulated (JF212) Figure 1: Red crsses shw the angular deflectin frm Virg A as functin f the rigidity, black slid line shws the inverse linear fit and dashed lines the ±3 ffset frm the fit. Ntice missing successful hits between 2.5 and 5.4 EV, i.e. when particles crss the Galactic plane. Radigalaxy K ( EV) R 3 (EV) Frnax A Virg A 6 7 NGC Cen A NGC NGC IC NGC NGC , 25 NGC Table 2: Results fr the JF12 mdel f the regular GMF. Parameters f the linear fit described in the text are prvided. PS(ICRC215)47 directin abruptly turns at R 1 EV, see Fig. 2. It is reasnable t study a lcatin f a pint-surce nly at rigidities, where the infrmatin is nt cmpletely lst r vastly reduced by the prpagatin. We can identify this rigidity with R 3. In the case f Virg A the simulated results abve 7 EV agree within 3 with values btained frm the inverse linear fit as can be seen in Fig. 1 and Tab. 2. An increase f discrepancy between calculated and simulated values belw R 3 is caused by mre cmplex structure f the GMF in the vicinity f the Galactic plane. Due t this plane nne arrival f simulated particles between 2.5 and 5.4 EV was registered at the Earth and arrival directins f particles at rigidities belw 2.5 EV are highly scattered, see Fig. 3. 4

5 The UHECRs image f Virg A Radmír Šmída 6 Virg A (1, 15] EV 1 EV (6, 1) EV (3, 6] EV l= Frnax A Figure 2: Arrival directins f csmic rays frm Virg A and Frnax A, indicated by big red squares. The Galactic crdinates are used and the Galactic centre is in the centre f this map. Blue (black) clur is used Virg A (Frnax A). Fr clarity nly events abve 3 EV are shwn (1, 15] EeV 1 EeV (6, 1) EeV (3, 6] EeV (2, 3] EeV (1.5, 2] EeV (1, 1.5] EeV Figure 3: Arrival directins f csmic rays frm Virg A between 1 and 15 EV. Red line cnnects sky psitins f a radigalaxy and 1 EV event and its length is Turbulent magnetic field Frm ten studied lcal radigalaxies the arrival deflectin fllws a single arc and the deflectin can be described by the inverse linear fit belw R = 1 EV nly fr tw f them, Virg A and NGC Fr further investigatin f the UHECR image we have selected the radigalaxy Virg A. The small-scale randm magnetic fields have t be included t the large-scale regular GMF t btain mre realistic descriptin f arrival directins. We used fur realisatins f randm magnetic field characterised by a Klmgrv spectrum and generated in CRT. Fur fields f spheres with sizes and field magnitude drawn frm Gaussian distributins and each a randmly riented field vectr were generated. Each randm magnetic field realisatin is described by eight parameters: number f divisins within the KRF bx in each space crdinate axis (NX, NY, NZ), length f each side f the KRF bx (LX, LY, LZ), the minimum and maximum wavelengths (LMI and LMX). Values used in ur simulatins are in Tab. 3. As fr the regular GMF study a parallel beam f particles was generated in a circle centred at the sky psitin f Virg A at the galactcentric distance f 5 kpc. The differences frm the previus case were as fllws: the diameter was 1 kpc, the rigidity was 5 15 EV and the l=18 PS(ICRC215)47 5

6 The UHECRs image f Virg A Radmír Šmída Realisatin NX, NY, NZ LX, LY, LZ (kpc) LMI, LMX (pc) KRF1 256, 256, , 5.12, , 1 KRF2 256, 256, , 5.12, , 1 KRF3 256, 256, , 5.12, , 512 KRF4 256, 256, , 2.56, , 1 Table 3: Eight parameters describing fur magnetic field realisatins. Tw realisatins (KRF1 and KRF2) have the same parameters, but different seed number was used fr them. spectral index was 3. The lwer limit f the rigidity was set at 5 EV t avid trajectries crssing the Galactic plane. Simulatins were stpped when at least 9 hits were reached. The least difference between a KRF realisatin and the regular JF12 field was fr KRF4, which had the smallest side length amng used KRF realisatins. Otherwise, all KRF realisatins shw similar features: small ffset at the highest rigidities, departure mre than ±3 frm the inverse linear fit between 1 and 2 EV and large scattering f angular deflectins between 5 and 8 EV. All these effects culd be expected and they indicate an increasing imprtance f the turbulent cmpnent f the GMF n the prpagatin at rigidities belw 1 EV. Our results fr Virg A can be cmpared with similar study made fr Cen A [14], which lies clse t the Galactic plane (b = 19.4 ). 5. Triangular area Arrival directins fr fur different realisatins f the randm magnetic field are shwn in Fig. 4. Our simulatins shw that arrival directins f the majrity f events frm a triangular rather area in all fur cases. Similar bservatin has been presented in [15]. This can be understd by lking in tw types f deflectin experienced by UHECRs. First, a rigidity-dependent ffset frm the surce psitin can be expected due t deflectins in large-scale magnetic fields. Secnd, a scattering f the arrival directins caused by turbulent magnetic fields with the amplitude inversely depending n the rigidity is expected fr UHECRs frm the same surce. The cmbinatin f these tw effects then leads t a triangular rather than circular image in the sky. We suggest t cnstruct the triangular area frm sky psitins f a surce candidate and ne event. These tw psitins frm an axis f the triangular area. The event shuld lie at angular distance θ(1,s) frm the surce candidate larger than an angular reslutin f a csmic-ray bservatin and an angular deflectin expected in the GMF. frm the studied surce candidate. We will call such event the leading event. The triangular area is then defined by the axis, the maximum angular distance ψ frm the surce candidate 1 and tw half-pening angles α 1 and α 2 alng the axis, see Fig. 5. In Fig. 4 we shw the triangular area fr fur KRF realisatins. The same parameters were used fr the triangular area in all fur cases t allw a cmparisn f arrival directins between ur PS(ICRC215)47 1 The value f ψ must be less than 9 t avid shrinking f the spherical area at larger angular distances. 6

7 The UHECRs image f Virg A Radmír Šmída 6 (1, 15] EeV 6 (1, 15] EeV 1 EeV 1 EeV (6, 1) EeV (6, 1) EeV (5, 6] EeV (5, 6] EeV l=18 l= (a) JF12 + KRF1 (b) JF12 + KRF (c) JF12 + KRF3 (1, 15] EeV 1 EeV (6, 1) EeV (5, 6] EeV l= (d) JF12 + KRF4 Figure 4: Arrival directins fr a cmbinatin f the JF12 large-scale regular GMF field and fur randm field realisatins. The triangular area is als shwn ψ θ (1, S) α 1 Leading event Axis Surce (1, 15] EeV 1 EeV (6, 1) EeV (5, 6] EeV l=18 PS(ICRC215)47 α 2 Figure 5: Sketch f the triangular area described by angles ψ, α 1 and α 2. The pint surce and leading event are separated by the angular distance θ(1,s). simulatins. The parameters are as fllws: the leading event is 1 EV event frm the simulatin fr the JF mdel with nly regular magnetic field, ψ = 7, α 1 = α 2 = Cnclusins Angular deflectins in the GMF fr the 1 brightest radigalaxies lcated within the distance f 5 Mpc were studied. Frm them Virg A was investigated mre extensively and even an effect 7

8 The UHECRs image f Virg A Radmír Šmída f varius turbulent magnetic fields was included. We have shwn that the expected UHECR image f Virg A has an asymmetric shape fr the magnetic rigidity abve 5 EV. If the UHECR flux is a mixture f nuclei (i.e. prtns and heavy nuclei) the image takes a triangular rather than circular shape. This unique feature is due t high galactic latitude f Virg A and can be used fr an identificatin f Virg A as the UHECR pint surce. Our analysis is based n the JF12 mdel and even if it is the mst elabrated mdel f the GMF, it des nt prvide cmplete picture f magnetic fields neither in the interstellar space nr in the Galactic hal. Any discrepancy between this GMF mdel and real envirnment may affect the arrival directins, particularly at lw rigidities. Nevertheless, ur results can be adpted t any GMF mdel and csmic-ray data. 7. Acknwledgement It is a pleasure t acknwledge discussins with ur clleagues f the Pierre Auger Cllabratin. References [1] J. Linsley et al., Phys. Rev. Lett. 6 (1961) 485 [2] J. Linsley, Phys. Rev. Lett. 1 (1963) 146 [3] K. Greisen, Phys. Rev. Lett. 16 (1966) 748 [4] G.T. Zatsepin, V.A. Kuzmin, JETPL 4 (1966) 78 [5] D.J. Bird et al., Astrphys. J. 441 (1995) 144 [6] A.M. Hillas, Annu. Rev. Astr. Astrphys. 22 (1984) 425 [7] K. Ktera & A. Olint, Annu. Rev. Astr. Astrphys. 49 (211) 119 [8] D. Allard, Astrpart. Phys (212) 33 [9] M.S. Sutherland et al., Astrpart. Phys. 34 (21) 198 [1] S. van Velzen et al., Astrn. & Astrphys. 544 (212) A18 [11] R. Janssn & G.R. Farrar, Astrphys. J. 757 (212) 14 [12] X.H. Sun et al., Astrn. & Astrphys. 477 (28) 573 [13] M.S. Pshirkv et al., Astrphys. J. 738 (211) 192 [14] A. Keivani et al., Astrpart. Phys. 61 (214) 47 [15] G. Giacinti & D.V. Semikz, Phys. Rev. D 83 (211) 82 PS(ICRC215)47 8

Interference is when two (or more) sets of waves meet and combine to produce a new pattern.

Interference is when two (or more) sets of waves meet and combine to produce a new pattern. Interference Interference is when tw (r mre) sets f waves meet and cmbine t prduce a new pattern. This pattern can vary depending n the riginal wave directin, wavelength, amplitude, etc. The tw mst extreme

More information

making triangle (ie same reference angle) ). This is a standard form that will allow us all to have the X= y=

making triangle (ie same reference angle) ). This is a standard form that will allow us all to have the X= y= Intrductin t Vectrs I 21 Intrductin t Vectrs I 22 I. Determine the hrizntal and vertical cmpnents f the resultant vectr by cunting n the grid. X= y= J. Draw a mangle with hrizntal and vertical cmpnents

More information

Chapter 2 GAUSS LAW Recommended Problems:

Chapter 2 GAUSS LAW Recommended Problems: Chapter GAUSS LAW Recmmended Prblems: 1,4,5,6,7,9,11,13,15,18,19,1,7,9,31,35,37,39,41,43,45,47,49,51,55,57,61,6,69. LCTRIC FLUX lectric flux is a measure f the number f electric filed lines penetrating

More information

Physics 212. Lecture 12. Today's Concept: Magnetic Force on moving charges. Physics 212 Lecture 12, Slide 1

Physics 212. Lecture 12. Today's Concept: Magnetic Force on moving charges. Physics 212 Lecture 12, Slide 1 Physics 1 Lecture 1 Tday's Cncept: Magnetic Frce n mving charges F qv Physics 1 Lecture 1, Slide 1 Music Wh is the Artist? A) The Meters ) The Neville rthers C) Trmbne Shrty D) Michael Franti E) Radiatrs

More information

Phys101 Final Code: 1 Term: 132 Wednesday, May 21, 2014 Page: 1

Phys101 Final Code: 1 Term: 132 Wednesday, May 21, 2014 Page: 1 Phys101 Final Cde: 1 Term: 1 Wednesday, May 1, 014 Page: 1 Q1. A car accelerates at.0 m/s alng a straight rad. It passes tw marks that are 0 m apart at times t = 4.0 s and t = 5.0 s. Find the car s velcity

More information

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System Flipping Physics Lecture Ntes: Simple Harmnic Mtin Intrductin via a Hrizntal Mass-Spring System A Hrizntal Mass-Spring System is where a mass is attached t a spring, riented hrizntally, and then placed

More information

Determining the Accuracy of Modal Parameter Estimation Methods

Determining the Accuracy of Modal Parameter Estimation Methods Determining the Accuracy f Mdal Parameter Estimatin Methds by Michael Lee Ph.D., P.E. & Mar Richardsn Ph.D. Structural Measurement Systems Milpitas, CA Abstract The mst cmmn type f mdal testing system

More information

Q1. In figure 1, Q = 60 µc, q = 20 µc, a = 3.0 m, and b = 4.0 m. Calculate the total electric force on q due to the other 2 charges.

Q1. In figure 1, Q = 60 µc, q = 20 µc, a = 3.0 m, and b = 4.0 m. Calculate the total electric force on q due to the other 2 charges. Phys10 Secnd Majr-08 Zer Versin Crdinatr: Dr. I. M. Nasser Saturday, May 3, 009 Page: 1 Q1. In figure 1, Q = 60 µc, q = 0 µc, a = 3.0 m, and b = 4.0 m. Calculate the ttal electric frce n q due t the ther

More information

Plan o o. I(t) Divide problem into sub-problems Modify schematic and coordinate system (if needed) Write general equations

Plan o o. I(t) Divide problem into sub-problems Modify schematic and coordinate system (if needed) Write general equations STAPLE Physics 201 Name Final Exam May 14, 2013 This is a clsed bk examinatin but during the exam yu may refer t a 5 x7 nte card with wrds f wisdm yu have written n it. There is extra scratch paper available.

More information

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System

Flipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System Flipping Physics Lecture Ntes: Simple Harmnic Mtin Intrductin via a Hrizntal Mass-Spring System A Hrizntal Mass-Spring System is where a mass is attached t a spring, riented hrizntally, and then placed

More information

CESAR Science Case The differential rotation of the Sun and its Chromosphere. Introduction. Material that is necessary during the laboratory

CESAR Science Case The differential rotation of the Sun and its Chromosphere. Introduction. Material that is necessary during the laboratory Teacher s guide CESAR Science Case The differential rtatin f the Sun and its Chrmsphere Material that is necessary during the labratry CESAR Astrnmical wrd list CESAR Bklet CESAR Frmula sheet CESAR Student

More information

, which yields. where z1. and z2

, which yields. where z1. and z2 The Gaussian r Nrmal PDF, Page 1 The Gaussian r Nrmal Prbability Density Functin Authr: Jhn M Cimbala, Penn State University Latest revisin: 11 September 13 The Gaussian r Nrmal Prbability Density Functin

More information

and the Doppler frequency rate f R , can be related to the coefficients of this polynomial. The relationships are:

and the Doppler frequency rate f R , can be related to the coefficients of this polynomial. The relationships are: Algrithm fr Estimating R and R - (David Sandwell, SIO, August 4, 2006) Azimith cmpressin invlves the alignment f successive eches t be fcused n a pint target Let s be the slw time alng the satellite track

More information

Subject description processes

Subject description processes Subject representatin 6.1.2. Subject descriptin prcesses Overview Fur majr prcesses r areas f practice fr representing subjects are classificatin, subject catalging, indexing, and abstracting. The prcesses

More information

^YawataR&D Laboratory, Nippon Steel Corporation, Tobata, Kitakyushu, Japan

^YawataR&D Laboratory, Nippon Steel Corporation, Tobata, Kitakyushu, Japan Detectin f fatigue crack initiatin frm a ntch under a randm lad C. Makabe," S. Nishida^C. Urashima,' H. Kaneshir* "Department f Mechanical Systems Engineering, University f the Ryukyus, Nishihara, kinawa,

More information

Performance Bounds for Detect and Avoid Signal Sensing

Performance Bounds for Detect and Avoid Signal Sensing Perfrmance unds fr Detect and Avid Signal Sensing Sam Reisenfeld Real-ime Infrmatin etwrks, University f echnlgy, Sydney, radway, SW 007, Australia samr@uts.edu.au Abstract Detect and Avid (DAA) is a Cgnitive

More information

Surface and Contact Stress

Surface and Contact Stress Surface and Cntact Stress The cncept f the frce is fundamental t mechanics and many imprtant prblems can be cast in terms f frces nly, fr example the prblems cnsidered in Chapter. Hwever, mre sphisticated

More information

14. Which shows the direction of the centripetal force acting on a mass spun in a vertical circle?

14. Which shows the direction of the centripetal force acting on a mass spun in a vertical circle? Physics 0 Public Exam Questins Unit 1: Circular Mtin NAME: August 009---------------------------------------------------------------------------------------------------------------------- 1. Which describes

More information

SPH3U1 Lesson 06 Kinematics

SPH3U1 Lesson 06 Kinematics PROJECTILE MOTION LEARNING GOALS Students will: Describe the mtin f an bject thrwn at arbitrary angles thrugh the air. Describe the hrizntal and vertical mtins f a prjectile. Slve prjectile mtin prblems.

More information

14. Which shows the direction of the centripetal force acting on a mass spun in a vertical circle?

14. Which shows the direction of the centripetal force acting on a mass spun in a vertical circle? Physics 3204 Public Exam Questins Unit 1: Circular Mtin NAME: August 2009---------------------------------------------------------------------------------------------------------------------- 12. Which

More information

Phys102 Second Major-102 Zero Version Coordinator: Al-Shukri Thursday, May 05, 2011 Page: 1

Phys102 Second Major-102 Zero Version Coordinator: Al-Shukri Thursday, May 05, 2011 Page: 1 Crdinatr: Al-Shukri Thursday, May 05, 2011 Page: 1 1. Particles A and B are electrically neutral and are separated by 5.0 μm. If 5.0 x 10 6 electrns are transferred frm particle A t particle B, the magnitude

More information

Building to Transformations on Coordinate Axis Grade 5: Geometry Graph points on the coordinate plane to solve real-world and mathematical problems.

Building to Transformations on Coordinate Axis Grade 5: Geometry Graph points on the coordinate plane to solve real-world and mathematical problems. Building t Transfrmatins n Crdinate Axis Grade 5: Gemetry Graph pints n the crdinate plane t slve real-wrld and mathematical prblems. 5.G.1. Use a pair f perpendicular number lines, called axes, t define

More information

AP Statistics Notes Unit Two: The Normal Distributions

AP Statistics Notes Unit Two: The Normal Distributions AP Statistics Ntes Unit Tw: The Nrmal Distributins Syllabus Objectives: 1.5 The student will summarize distributins f data measuring the psitin using quartiles, percentiles, and standardized scres (z-scres).

More information

ABSORPTION OF GAMMA RAYS

ABSORPTION OF GAMMA RAYS 6 Sep 11 Gamma.1 ABSORPTIO OF GAMMA RAYS Gamma rays is the name given t high energy electrmagnetic radiatin riginating frm nuclear energy level transitins. (Typical wavelength, frequency, and energy ranges

More information

arxiv:hep-ph/ v1 2 Jun 1995

arxiv:hep-ph/ v1 2 Jun 1995 WIS-95//May-PH The rati F n /F p frm the analysis f data using a new scaling variable S. A. Gurvitz arxiv:hep-ph/95063v1 Jun 1995 Department f Particle Physics, Weizmann Institute f Science, Rehvt 76100,

More information

Methods for Determination of Mean Speckle Size in Simulated Speckle Pattern

Methods for Determination of Mean Speckle Size in Simulated Speckle Pattern 0.478/msr-04-004 MEASUREMENT SCENCE REVEW, Vlume 4, N. 3, 04 Methds fr Determinatin f Mean Speckle Size in Simulated Speckle Pattern. Hamarvá, P. Šmíd, P. Hrváth, M. Hrabvský nstitute f Physics f the Academy

More information

Analysis of Curved Bridges Crossing Fault Rupture Zones

Analysis of Curved Bridges Crossing Fault Rupture Zones Analysis f Curved Bridges Crssing Fault Rupture Znes R.K.Gel, B.Qu & O.Rdriguez Dept. f Civil and Envirnmental Engineering, Califrnia Plytechnic State University, San Luis Obisp, CA 93407, USA SUMMARY:

More information

Physics 2010 Motion with Constant Acceleration Experiment 1

Physics 2010 Motion with Constant Acceleration Experiment 1 . Physics 00 Mtin with Cnstant Acceleratin Experiment In this lab, we will study the mtin f a glider as it accelerates dwnhill n a tilted air track. The glider is supprted ver the air track by a cushin

More information

Sections 15.1 to 15.12, 16.1 and 16.2 of the textbook (Robbins-Miller) cover the materials required for this topic.

Sections 15.1 to 15.12, 16.1 and 16.2 of the textbook (Robbins-Miller) cover the materials required for this topic. Tpic : AC Fundamentals, Sinusidal Wavefrm, and Phasrs Sectins 5. t 5., 6. and 6. f the textbk (Rbbins-Miller) cver the materials required fr this tpic.. Wavefrms in electrical systems are current r vltage

More information

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA Mental Experiment regarding 1D randm walk Cnsider a cntainer f gas in thermal

More information

MODULE 1. e x + c. [You can t separate a demominator, but you can divide a single denominator into each numerator term] a + b a(a + b)+1 = a + b

MODULE 1. e x + c. [You can t separate a demominator, but you can divide a single denominator into each numerator term] a + b a(a + b)+1 = a + b . REVIEW OF SOME BASIC ALGEBRA MODULE () Slving Equatins Yu shuld be able t slve fr x: a + b = c a d + e x + c and get x = e(ba +) b(c a) d(ba +) c Cmmn mistakes and strategies:. a b + c a b + a c, but

More information

Cells though to send feedback signals from the medulla back to the lamina o L: Lamina Monopolar cells

Cells though to send feedback signals from the medulla back to the lamina o L: Lamina Monopolar cells Classificatin Rules (and Exceptins) Name: Cell type fllwed by either a clumn ID (determined by the visual lcatin f the cell) r a numeric identifier t separate ut different examples f a given cell type

More information

EXPERIMENTAL STUDY ON DISCHARGE COEFFICIENT OF OUTFLOW OPENING FOR PREDICTING CROSS-VENTILATION FLOW RATE

EXPERIMENTAL STUDY ON DISCHARGE COEFFICIENT OF OUTFLOW OPENING FOR PREDICTING CROSS-VENTILATION FLOW RATE EXPERIMENTAL STUD ON DISCHARGE COEFFICIENT OF OUTFLOW OPENING FOR PREDICTING CROSS-VENTILATION FLOW RATE Tmnbu Gt, Masaaki Ohba, Takashi Kurabuchi 2, Tmyuki End 3, shihik Akamine 4, and Tshihir Nnaka 2

More information

Q1. A string of length L is fixed at both ends. Which one of the following is NOT a possible wavelength for standing waves on this string?

Q1. A string of length L is fixed at both ends. Which one of the following is NOT a possible wavelength for standing waves on this string? Term: 111 Thursday, January 05, 2012 Page: 1 Q1. A string f length L is fixed at bth ends. Which ne f the fllwing is NOT a pssible wavelength fr standing waves n this string? Q2. λ n = 2L n = A) 4L B)

More information

Multiple Source Multiple. using Network Coding

Multiple Source Multiple. using Network Coding Multiple Surce Multiple Destinatin Tplgy Inference using Netwrk Cding Pegah Sattari EECS, UC Irvine Jint wrk with Athina Markpulu, at UCI, Christina Fraguli, at EPFL, Lausanne Outline Netwrk Tmgraphy Gal,

More information

Cambridge Assessment International Education Cambridge Ordinary Level. Published

Cambridge Assessment International Education Cambridge Ordinary Level. Published Cambridge Assessment Internatinal Educatin Cambridge Ordinary Level ADDITIONAL MATHEMATICS 4037/1 Paper 1 Octber/Nvember 017 MARK SCHEME Maximum Mark: 80 Published This mark scheme is published as an aid

More information

ROUNDING ERRORS IN BEAM-TRACKING CALCULATIONS

ROUNDING ERRORS IN BEAM-TRACKING CALCULATIONS Particle Acceleratrs, 1986, Vl. 19, pp. 99-105 0031-2460/86/1904-0099/$15.00/0 1986 Grdn and Breach, Science Publishers, S.A. Printed in the United States f America ROUNDING ERRORS IN BEAM-TRACKING CALCULATIONS

More information

CHAPTER 4 DIAGNOSTICS FOR INFLUENTIAL OBSERVATIONS

CHAPTER 4 DIAGNOSTICS FOR INFLUENTIAL OBSERVATIONS CHAPTER 4 DIAGNOSTICS FOR INFLUENTIAL OBSERVATIONS 1 Influential bservatins are bservatins whse presence in the data can have a distrting effect n the parameter estimates and pssibly the entire analysis,

More information

Regents Chemistry Period Unit 3: Atomic Structure. Unit 3 Vocabulary..Due: Test Day

Regents Chemistry Period Unit 3: Atomic Structure. Unit 3 Vocabulary..Due: Test Day Name Skills: 1. Interpreting Mdels f the Atm 2. Determining the number f subatmic particles 3. Determine P, e-, n fr ins 4. Distinguish istpes frm ther atms/ins Regents Chemistry Perid Unit 3: Atmic Structure

More information

NUMBERS, MATHEMATICS AND EQUATIONS

NUMBERS, MATHEMATICS AND EQUATIONS AUSTRALIAN CURRICULUM PHYSICS GETTING STARTED WITH PHYSICS NUMBERS, MATHEMATICS AND EQUATIONS An integral part t the understanding f ur physical wrld is the use f mathematical mdels which can be used t

More information

SYNTHESIS OF TWO MECHANISMS WHICH GENERATE LUNULES OVER AN EQUILATERAL TRIANGLE S SIDES

SYNTHESIS OF TWO MECHANISMS WHICH GENERATE LUNULES OVER AN EQUILATERAL TRIANGLE S SIDES SYNTHESIS OF TWO MECHANISMS WHICH GENERATE LUNULES OVER AN EQUILATERAL TRIANGLE S SIDES Assciate Prfessr PhD Ludmila SASS, University f Craiva, Faculty f Mechanics, ludmila_sass@yah.cm Prfessr Iulian POPESCU,

More information

Perfrmance f Sensitizing Rules n Shewhart Cntrl Charts with Autcrrelated Data Key Wrds: Autregressive, Mving Average, Runs Tests, Shewhart Cntrl Chart

Perfrmance f Sensitizing Rules n Shewhart Cntrl Charts with Autcrrelated Data Key Wrds: Autregressive, Mving Average, Runs Tests, Shewhart Cntrl Chart Perfrmance f Sensitizing Rules n Shewhart Cntrl Charts with Autcrrelated Data Sandy D. Balkin Dennis K. J. Lin y Pennsylvania State University, University Park, PA 16802 Sandy Balkin is a graduate student

More information

Therefore the atomic diameter is 5 orders of magnitude ( times) greater than the m

Therefore the atomic diameter is 5 orders of magnitude ( times) greater than the m Orders f Magnitude Pwers f 10 are referred t as rders f magnitude e.g. smething a thusand times larger (10 3 ) is three rders f magnitude bigger. A prtn has a diameter f the rder ~10-15 m The diameter

More information

Fundamental Concepts in Structural Plasticity

Fundamental Concepts in Structural Plasticity Lecture Fundamental Cncepts in Structural Plasticit Prblem -: Stress ield cnditin Cnsider the plane stress ield cnditin in the principal crdinate sstem, a) Calculate the maximum difference between the

More information

Weathering. Title: Chemical and Mechanical Weathering. Grade Level: Subject/Content: Earth and Space Science

Weathering. Title: Chemical and Mechanical Weathering. Grade Level: Subject/Content: Earth and Space Science Weathering Title: Chemical and Mechanical Weathering Grade Level: 9-12 Subject/Cntent: Earth and Space Science Summary f Lessn: Students will test hw chemical and mechanical weathering can affect a rck

More information

Recent Observations of Ultra High Energy Cosmic Rays

Recent Observations of Ultra High Energy Cosmic Rays Recent Observatins f Ultra High Energy Csmic Rays Malina Kirn Applied Mathematics and Scientific Cmputatin Prgram, 3103 Mathematics Building, University f Maryland, Cllege Park, MD 20742 (Dated: April

More information

Hubble s Law PHYS 1301

Hubble s Law PHYS 1301 1 PHYS 1301 Hubble s Law Why: The lab will verify Hubble s law fr the expansin f the universe which is ne f the imprtant cnsequences f general relativity. What: Frm measurements f the angular size and

More information

I. Analytical Potential and Field of a Uniform Rod. V E d. The definition of electric potential difference is

I. Analytical Potential and Field of a Uniform Rod. V E d. The definition of electric potential difference is Length L>>a,b,c Phys 232 Lab 4 Ch 17 Electric Ptential Difference Materials: whitebards & pens, cmputers with VPythn, pwer supply & cables, multimeter, crkbard, thumbtacks, individual prbes and jined prbes,

More information

Uncertainties in TRP Measurements Due to Finite Range Lengths

Uncertainties in TRP Measurements Due to Finite Range Lengths Uncertainties in TRP Measurements Due t Finite Range Lengths James D Huff Carl W Sirles The Hwland Cmpany, Inc 4540 Atwater Curt, Suite 107 Bufrd, Gergia 30518 Abstract Ttal Radiated Pwer (TRP) and Ttal

More information

Q1. A) 48 m/s B) 17 m/s C) 22 m/s D) 66 m/s E) 53 m/s. Ans: = 84.0 Q2.

Q1. A) 48 m/s B) 17 m/s C) 22 m/s D) 66 m/s E) 53 m/s. Ans: = 84.0 Q2. Phys10 Final-133 Zer Versin Crdinatr: A.A.Naqvi Wednesday, August 13, 014 Page: 1 Q1. A string, f length 0.75 m and fixed at bth ends, is vibrating in its fundamental mde. The maximum transverse speed

More information

Basics. Primary School learning about place value is often forgotten and can be reinforced at home.

Basics. Primary School learning about place value is often forgotten and can be reinforced at home. Basics When pupils cme t secndary schl they start a lt f different subjects and have a lt f new interests but it is still imprtant that they practise their basic number wrk which may nt be reinfrced as

More information

The influence of a semi-infinite atmosphere on solar oscillations

The influence of a semi-infinite atmosphere on solar oscillations Jurnal f Physics: Cnference Series OPEN ACCESS The influence f a semi-infinite atmsphere n slar scillatins T cite this article: Ángel De Andrea Gnzález 014 J. Phys.: Cnf. Ser. 516 01015 View the article

More information

Study Group Report: Plate-fin Heat Exchangers: AEA Technology

Study Group Report: Plate-fin Heat Exchangers: AEA Technology Study Grup Reprt: Plate-fin Heat Exchangers: AEA Technlgy The prblem under study cncerned the apparent discrepancy between a series f experiments using a plate fin heat exchanger and the classical thery

More information

Chapter 14. Nanoscale Resolution in the Near and Far Field Intensity Profile of Optical Dipole Radiation

Chapter 14. Nanoscale Resolution in the Near and Far Field Intensity Profile of Optical Dipole Radiation Chapter 4 Nanscale Reslutin in the Near and Far Field Intensity Prfile f Optical Diple Radiatin Xin Li * and Henk F. Arnldus Mississippi State University * xl@msstate.edu hfa@msstate.edu Jie Shu Rice University

More information

MANIPAL INSTITUTE OF TECHNOLOGY

MANIPAL INSTITUTE OF TECHNOLOGY MANIPAL INSTITUTE OF TECHNOLOGY MANIPAL UNIVERSITY, MANIPAL SECOND SEMESTER B.Tech. END-SEMESTER EXAMINATION - MAY 013 SUBJECT: ENGINEERING PHYSICS (PHY101/10) Time: 3 Hrs. Max. Marks: 50 Nte: Answer any

More information

Chemistry 20 Lesson 11 Electronegativity, Polarity and Shapes

Chemistry 20 Lesson 11 Electronegativity, Polarity and Shapes Chemistry 20 Lessn 11 Electrnegativity, Plarity and Shapes In ur previus wrk we learned why atms frm cvalent bnds and hw t draw the resulting rganizatin f atms. In this lessn we will learn (a) hw the cmbinatin

More information

PoS(ICRC2017)496. Declination Dependence of the Telescope Array Surface Detector Spectrum

PoS(ICRC2017)496. Declination Dependence of the Telescope Array Surface Detector Spectrum Declinatin Dependence f the Telescpe Array Surface Detectr Spectrum University f Utah, Department f Physics&Astrnmy and High Energy Astrphysics Institute, Salt Lake City, Utah, USA E-mail: dmiivanv@gmail.cm

More information

Equilibrium of Stress

Equilibrium of Stress Equilibrium f Stress Cnsider tw perpendicular planes passing thrugh a pint p. The stress cmpnents acting n these planes are as shwn in ig. 3.4.1a. These stresses are usuall shwn tgether acting n a small

More information

ECE 545 Project Deliverables

ECE 545 Project Deliverables ECE 545 Prject Deliverables Tp-level flder: _ Secnd-level flders: 1_assumptins 2_blck_diagrams 3_interface 4_ASM_charts 5_surce_cde 6_verificatin 7_timing_analysis 8_results

More information

Coupling High Fidelity Body Modeling with Non- Keplerian Dynamics to Design AIM-MASCOT-2 Landing Trajectories on Didymos Binary Asteroid

Coupling High Fidelity Body Modeling with Non- Keplerian Dynamics to Design AIM-MASCOT-2 Landing Trajectories on Didymos Binary Asteroid 6 th Internatinal Cnference n Astrdynamics Tls and Techniques (ICATT) Darmstadt 14 17 March 2016 Cupling High Fidelity Bdy Mdeling with Nn- Keplerian Dynamics t Design AIM-MASCOT-2 Landing Trajectries

More information

Finding the Earth s magnetic field

Finding the Earth s magnetic field Labratry #6 Name: Phys 1402 - Dr. Cristian Bahrim Finding the Earth s magnetic field The thery accepted tday fr the rigin f the Earth s magnetic field is based n the mtin f the plasma (a miture f electrns

More information

Web-based GIS Systems for Radionuclides Monitoring. Dr. Todd Pierce Locus Technologies

Web-based GIS Systems for Radionuclides Monitoring. Dr. Todd Pierce Locus Technologies Web-based GIS Systems fr Radinuclides Mnitring Dr. Tdd Pierce Lcus Technlgies Lcus Technlgies 2014 Overview What is the prblem? Nuclear pwer plant peratrs need t mnitr radinuclides t safeguard the envirnment

More information

Lecture 13: Electrochemical Equilibria

Lecture 13: Electrochemical Equilibria 3.012 Fundamentals f Materials Science Fall 2005 Lecture 13: 10.21.05 Electrchemical Equilibria Tday: LAST TIME...2 An example calculatin...3 THE ELECTROCHEMICAL POTENTIAL...4 Electrstatic energy cntributins

More information

POLARISATION VISUAL PHYSICS ONLINE. View video on polarisation of light

POLARISATION VISUAL PHYSICS ONLINE. View video on polarisation of light VISUAL PHYSICS ONLINE MODULE 7 NATURE OF LIGHT POLARISATION View vide n plarisatin f light While all the experimental evidence s far that supprts the wave nature f light, nne f it tells us whether light

More information

1 Course Notes in Introductory Physics Jeffrey Seguritan

1 Course Notes in Introductory Physics Jeffrey Seguritan Intrductin & Kinematics I Intrductin Quickie Cncepts Units SI is standard system f units used t measure physical quantities. Base units that we use: meter (m) is standard unit f length kilgram (kg) is

More information

ECE 5318/6352 Antenna Engineering. Spring 2006 Dr. Stuart Long. Chapter 6. Part 7 Schelkunoff s Polynomial

ECE 5318/6352 Antenna Engineering. Spring 2006 Dr. Stuart Long. Chapter 6. Part 7 Schelkunoff s Polynomial ECE 538/635 Antenna Engineering Spring 006 Dr. Stuart Lng Chapter 6 Part 7 Schelkunff s Plynmial 7 Schelkunff s Plynmial Representatin (fr discrete arrays) AF( ψ ) N n 0 A n e jnψ N number f elements in

More information

11. DUAL NATURE OF RADIATION AND MATTER

11. DUAL NATURE OF RADIATION AND MATTER 11. DUAL NATURE OF RADIATION AND MATTER Very shrt answer and shrt answer questins 1. Define wrk functin f a metal? The minimum energy required fr an electrn t escape frm the metal surface is called the

More information

Figure 1a. A planar mechanism.

Figure 1a. A planar mechanism. ME 5 - Machine Design I Fall Semester 0 Name f Student Lab Sectin Number EXAM. OPEN BOOK AND CLOSED NOTES. Mnday, September rd, 0 Write n ne side nly f the paper prvided fr yur slutins. Where necessary,

More information

3D FE Modeling Simulation of Cold Rotary Forging with Double Symmetry Rolls X. H. Han 1, a, L. Hua 1, b, Y. M. Zhao 1, c

3D FE Modeling Simulation of Cold Rotary Forging with Double Symmetry Rolls X. H. Han 1, a, L. Hua 1, b, Y. M. Zhao 1, c Materials Science Frum Online: 2009-08-31 ISSN: 1662-9752, Vls. 628-629, pp 623-628 di:10.4028/www.scientific.net/msf.628-629.623 2009 Trans Tech Publicatins, Switzerland 3D FE Mdeling Simulatin f Cld

More information

MATHEMATICS SYLLABUS SECONDARY 5th YEAR

MATHEMATICS SYLLABUS SECONDARY 5th YEAR Eurpean Schls Office f the Secretary-General Pedaggical Develpment Unit Ref. : 011-01-D-8-en- Orig. : EN MATHEMATICS SYLLABUS SECONDARY 5th YEAR 6 perid/week curse APPROVED BY THE JOINT TEACHING COMMITTEE

More information

Phys102 Final-061 Zero Version Coordinator: Nasser Wednesday, January 24, 2007 Page: 1

Phys102 Final-061 Zero Version Coordinator: Nasser Wednesday, January 24, 2007 Page: 1 Crdinatr: Nasser Wednesday, January 4, 007 Page: 1 Q1. Tw transmitters, S 1 and S shwn in the figure, emit identical sund waves f wavelength λ. The transmitters are separated by a distance λ /. Cnsider

More information

We can see from the graph above that the intersection is, i.e., [ ).

We can see from the graph above that the intersection is, i.e., [ ). MTH 111 Cllege Algebra Lecture Ntes July 2, 2014 Functin Arithmetic: With nt t much difficulty, we ntice that inputs f functins are numbers, and utputs f functins are numbers. S whatever we can d with

More information

Physics 2B Chapter 23 Notes - Faraday s Law & Inductors Spring 2018

Physics 2B Chapter 23 Notes - Faraday s Law & Inductors Spring 2018 Michael Faraday lived in the Lndn area frm 1791 t 1867. He was 29 years ld when Hand Oersted, in 1820, accidentally discvered that electric current creates magnetic field. Thrugh empirical bservatin and

More information

Lab 1 The Scientific Method

Lab 1 The Scientific Method INTRODUCTION The fllwing labratry exercise is designed t give yu, the student, an pprtunity t explre unknwn systems, r universes, and hypthesize pssible rules which may gvern the behavir within them. Scientific

More information

Chapter 23 Electromagnetic Waves Lecture 14

Chapter 23 Electromagnetic Waves Lecture 14 Chapter 23 Electrmagnetic Waves Lecture 14 23.1 The Discvery f Electrmagnetic Waves 23.2 Prperties f Electrmagnetic Waves 23.3 Electrmagnetic Waves Carry Energy and Mmentum 23.4 Types f Electrmagnetic

More information

Fall 2013 Physics 172 Recitation 3 Momentum and Springs

Fall 2013 Physics 172 Recitation 3 Momentum and Springs Fall 03 Physics 7 Recitatin 3 Mmentum and Springs Purpse: The purpse f this recitatin is t give yu experience wrking with mmentum and the mmentum update frmula. Readings: Chapter.3-.5 Learning Objectives:.3.

More information

ENGI 4430 Parametric Vector Functions Page 2-01

ENGI 4430 Parametric Vector Functions Page 2-01 ENGI 4430 Parametric Vectr Functins Page -01. Parametric Vectr Functins (cntinued) Any nn-zer vectr r can be decmpsed int its magnitude r and its directin: r rrˆ, where r r 0 Tangent Vectr: dx dy dz dr

More information

Chapter 3 Kinematics in Two Dimensions; Vectors

Chapter 3 Kinematics in Two Dimensions; Vectors Chapter 3 Kinematics in Tw Dimensins; Vectrs Vectrs and Scalars Additin f Vectrs Graphical Methds (One and Tw- Dimensin) Multiplicatin f a Vectr b a Scalar Subtractin f Vectrs Graphical Methds Adding Vectrs

More information

Three charges, all with a charge of 10 C are situated as shown (each grid line is separated by 1 meter).

Three charges, all with a charge of 10 C are situated as shown (each grid line is separated by 1 meter). Three charges, all with a charge f 0 are situated as shwn (each grid line is separated by meter). ) What is the net wrk needed t assemble this charge distributin? a) +0.5 J b) +0.8 J c) 0 J d) -0.8 J e)

More information

GAUSS' LAW E. A. surface

GAUSS' LAW E. A. surface Prf. Dr. I. M. A. Nasser GAUSS' LAW 08.11.017 GAUSS' LAW Intrductin: The electric field f a given charge distributin can in principle be calculated using Culmb's law. The examples discussed in electric

More information

Background Modelling in Very-High-Energy γ-ray Astronomy

Background Modelling in Very-High-Energy γ-ray Astronomy SLAC-PUB-85 astr-ph/06959 Nvember 006 Backgrund Mdelling in Very-High-Energy γ-ray Astrnmy D. Berge,, S. Funk,3, and J. Hintn,4,5 Max-Planck-Institut für Kernphysik, P.O. Bx 3980, D-6909 Heidelberg, Germany

More information

Chapter 32. Maxwell s Equations and Electromagnetic Waves

Chapter 32. Maxwell s Equations and Electromagnetic Waves Chapter 32 Maxwell s Equatins and Electrmagnetic Waves Maxwell s Equatins and EM Waves Maxwell s Displacement Current Maxwell s Equatins The EM Wave Equatin Electrmagnetic Radiatin MFMcGraw-PHY 2426 Chap32-Maxwell's

More information

CS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007

CS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007 CS 477/677 Analysis f Algrithms Fall 2007 Dr. Gerge Bebis Curse Prject Due Date: 11/29/2007 Part1: Cmparisn f Srting Algrithms (70% f the prject grade) The bjective f the first part f the assignment is

More information

Lecture 5: Equilibrium and Oscillations

Lecture 5: Equilibrium and Oscillations Lecture 5: Equilibrium and Oscillatins Energy and Mtin Last time, we fund that fr a system with energy cnserved, v = ± E U m ( ) ( ) One result we see immediately is that there is n slutin fr velcity if

More information

THREE DIMENSIONAL SPACE-TIME Lu Shan No.1144, East of Jiuzhou Avenue, Zhuhai , Guangdong Province P. R. China

THREE DIMENSIONAL SPACE-TIME Lu Shan No.1144, East of Jiuzhou Avenue, Zhuhai , Guangdong Province P. R. China Vl.4, N., pp.4-8, Ma 016 THREE DIMENSIONAL SPACE-TIME Lu Shan N.1144, East f Jiuhu Avenue, Zhuhai 509015, Guangdng Prvince P. R. China ABSTRACT: The space-time descriptin in Phsics was cmpsed f 3D space

More information

Enhancing Performance of MLP/RBF Neural Classifiers via an Multivariate Data Distribution Scheme

Enhancing Performance of MLP/RBF Neural Classifiers via an Multivariate Data Distribution Scheme Enhancing Perfrmance f / Neural Classifiers via an Multivariate Data Distributin Scheme Halis Altun, Gökhan Gelen Nigde University, Electrical and Electrnics Engineering Department Nigde, Turkey haltun@nigde.edu.tr

More information

Chapter 1 Notes Using Geography Skills

Chapter 1 Notes Using Geography Skills Chapter 1 Ntes Using Gegraphy Skills Sectin 1: Thinking Like a Gegrapher Gegraphy is used t interpret the past, understand the present, and plan fr the future. Gegraphy is the study f the Earth. It is

More information

Lecture 17: Free Energy of Multi-phase Solutions at Equilibrium

Lecture 17: Free Energy of Multi-phase Solutions at Equilibrium Lecture 17: 11.07.05 Free Energy f Multi-phase Slutins at Equilibrium Tday: LAST TIME...2 FREE ENERGY DIAGRAMS OF MULTI-PHASE SOLUTIONS 1...3 The cmmn tangent cnstructin and the lever rule...3 Practical

More information

BASIC DIRECT-CURRENT MEASUREMENTS

BASIC DIRECT-CURRENT MEASUREMENTS Brwn University Physics 0040 Intrductin BASIC DIRECT-CURRENT MEASUREMENTS The measurements described here illustrate the peratin f resistrs and capacitrs in electric circuits, and the use f sme standard

More information

NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION

NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION NUROP Chinese Pinyin T Chinese Character Cnversin NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION CHIA LI SHI 1 AND LUA KIM TENG 2 Schl f Cmputing, Natinal University f Singapre 3 Science

More information

Today in Our Galaxy SECOND MID-TERM EXAM. ASTR 1040 Accel Astro: Stars & Galaxies. Another useful experience (we hope)

Today in Our Galaxy SECOND MID-TERM EXAM. ASTR 1040 Accel Astro: Stars & Galaxies. Another useful experience (we hope) ASTR 1040 Accel Astr: Stars & Galaxies Prf. Juri Tmre TA: Kyle Augustsn Lecture 20 Thur 20 Mar 08 zeus.clrad.edu/astr1040-tmre tmre Eagle Nebula Tday in Our Galaxy Hw t detect black hles (indirectly) Our

More information

THERMAL TEST LEVELS & DURATIONS

THERMAL TEST LEVELS & DURATIONS PREFERRED RELIABILITY PAGE 1 OF 7 PRACTICES PRACTICE NO. PT-TE-144 Practice: 1 Perfrm thermal dwell test n prtflight hardware ver the temperature range f +75 C/-2 C (applied at the thermal cntrl/munting

More information

A solution of certain Diophantine problems

A solution of certain Diophantine problems A slutin f certain Diphantine prblems Authr L. Euler* E7 Nvi Cmmentarii academiae scientiarum Petrplitanae 0, 1776, pp. 8-58 Opera Omnia: Series 1, Vlume 3, pp. 05-17 Reprinted in Cmmentat. arithm. 1,

More information

Heat Management Methodology for Successful UV Processing on Heat Sensitive Substrates

Heat Management Methodology for Successful UV Processing on Heat Sensitive Substrates Heat Management Methdlgy fr Successful UV Prcessing n Heat Sensitive Substrates Juliet Midlik Prime UV Systems Abstract: Nw in 2005, UV systems pssess heat management cntrls that fine tune the exthermic

More information

FIELD QUALITY IN ACCELERATOR MAGNETS

FIELD QUALITY IN ACCELERATOR MAGNETS FIELD QUALITY IN ACCELERATOR MAGNETS S. Russenschuck CERN, 1211 Geneva 23, Switzerland Abstract The field quality in the supercnducting magnets is expressed in terms f the cefficients f the Furier series

More information

Differentiation Applications 1: Related Rates

Differentiation Applications 1: Related Rates Differentiatin Applicatins 1: Related Rates 151 Differentiatin Applicatins 1: Related Rates Mdel 1: Sliding Ladder 10 ladder y 10 ladder 10 ladder A 10 ft ladder is leaning against a wall when the bttm

More information

The Sputtering Problem James A Glackin, James V. Matheson

The Sputtering Problem James A Glackin, James V. Matheson The Sputtering Prblem James A Glackin, James V. Mathesn I prpse t cnsider first the varius elements f the subject, next its varius parts r sectins, and finally the whle in its internal structure. In ther

More information

ASTRODYNAMICS. o o o. Early Space Exploration. Kepler's Laws. Nicolaus Copernicus ( ) Placed Sun at center of solar system

ASTRODYNAMICS. o o o. Early Space Exploration. Kepler's Laws. Nicolaus Copernicus ( ) Placed Sun at center of solar system ASTRODYNAMICS Early Space Explratin Niclaus Cpernicus (1473-1543) Placed Sun at center f slar system Shwed Earth rtates n its axis nce a day Thught planets rbit in unifrm circles (wrng!) Jhannes Kepler

More information

Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Professor and Chair Mechanical Engineering Department Christian Brothers University 650 East Parkway South Memphis, TN

Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Professor and Chair Mechanical Engineering Department Christian Brothers University 650 East Parkway South Memphis, TN Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Prfessr and Chair Mechanical Engineering Department Christian Brthers University 650 East Parkway Suth Memphis, TN 38104 Office: (901) 321-3424 Rm: N-110 Fax : (901) 321-3402

More information