Acoustic Analysis with Consideration of Damping Effects of Air Viscosity in Sound Pathway
|
|
- Darcy Freeman
- 5 years ago
- Views:
Transcription
1 Aousti Analysis with Consiration of Damping Effts of Air Visosity in Soun Pathway M. Sasajima, M. Watana, T. Yamaguhi, Y. Kurosawa, an Y. Koi Astrat Soun pathways in th nlosurs of small arphons ar vry narrow. In suh narrow pathways, th sp of soun propagation an th phas of soun wavs hang aus of th air visosity. W hav vlop a nw finit lmnt mtho that inlus th ffts of amping u to air visosity for moling th soun pathway. This mtho is vlop as an xtnsion of th xisting finit lmnt mtho for porous soun-asoring matrials. Th numrial alulation rsults using th propos finit lmnt mtho ar valiat against th xisting alulation mthos. Kywors Simulation, FEM, air visosity, amping. I. INTRODUCTION ITH th many avanmnts in th prforman of W omputrs, CAE (Computr Ai Enginring) has n us xtnsivly in rnt yars for aousti analyss. Howvr, th onvntional analysis approah is still ing prominantly us for rlativly larg struturs or larg quipmnt. For xampl, for a strutur with a small volum of a fw ui ntimtrs, suh as an arphon nlosur, vry fw mthos of soun propagation analyss ar availal. In small arphons, nlosurs ar ivi into svral ompartmnts, an th soun pathways onnting ths rooms ar oftn vry narrow. Th visosity of air in ths narrow pathways rsults in amping. Consquntly, th sp of soun propagation rass, an a phas lay ours. Thrfor, to arry out aurat aousti analysis, w n to onsir th ffts of th amping u to air visosity whih ar not onsir in a onvntional aousti analysis. In this stuy, w hav vlop a nw finit lmnt mtho that inlus th ffts of th amping u to air visosity in narrow plas in th soun pathway. This has n vlop as an xtnsion of th aousti finit lmnt mtho propos y Yamaguhi [], [] for a porous soun-asoring M. Sasajima is with th Stratgi Rsarh & Dvlopmnt Division, Fostr ltri Co., Lt., , --9 Tsutsujigaoa, Aishima, Toyo, Japan (phon: -87-; -mail: sasajima@ fostr.o.jp). M. Watana is with th Stratgi Rsarh & Dvlopmnt Division, Fostr ltri Co., Lt., , --9 Tsutsujigaoa, Aishima, Toyo, Japan (phon: -87-; -mail: mtwatana@ fostr.o.jp). T. Yamaguhi is with th Dpartmnt of Mhanial Systm Enginring, Gunma Univrsity, , -5-, Tnjin-ho, Kiryu, Gunma, Japan (-mail: yamagm@gunma-u.a.jp). Y. Kurosawa is with th Dpartmnt of Prision Mhanial Systm Enginring, Tiyo Univrsity, -855, -, Toyosatoai, Utsunomiya, Tohigi, Japan (-mail: yurosawa@mps.tiyo-u.a.jp). Y. Koi is with th Stratgi Rsarh & Dvlopmnt Division, Fostr ltri Co., Lt., , --9 Tsutsujigaoa, Aishima, Toyo, Japan (phon: -87-; -mail: oi@ fostr.o.jp). matrial []. Morovr, w attmpt numrial analysis in th frquny omain with our aousti solvr that uss th propos finit lmnt mtho. For th numrial alulations, w us a tu mol having a irular ross stion. Thn, w ompar th propos finit lmnt mtho with th thortial analysis, an with th gnrally us finit lmnt analysis that os not inlu th ffts of th visosity of th air. II. NUMERICAL PROCEDURES W hav vlop a nw finit lmnt mtho that inorporats th air visosity at small amplitus. Fig. shows th irt Cartsian oorinat systm an a onstant strain lmnt of a thr-imnsional ttrahral. Hr, u x, u y, an u z ar th isplamnts in th x, y, an z irtions at aritrary points in th lmnt. Fig. Dirt Cartsian oorinat systm an a onstant strain lmnt Th strain nrgy U ~ an xprss as follows: ~ x y z U E xyz x y z = + + () whr E is th ul moulus of lastiity of th mium, air. Th tim rivativ of th partil isplamnt is xprss as. u. Thrfor, th inti nrgy T ~ an xprss as follows: ~ T T = ρ{}{}xyz ()
2 whr ρ is th fftiv nsity of th lmnt. T rprsnts a transpos. Th visosity nrgy D ~ of a visous flui an xprss as follows: ~ T D = {}{}xyz T Γ () whr { T} is th strss vtor attriutal to visosity. Th rlationship twn th partil vloity an th strss an xprss as follows: { T} μ μ μ x y z μ μ μ τ xx x y z τ yy μ μ μ x τ zz x y z = y τ xy μ μ u z τ yz y x τ zx μ μ z y μ μ z x... whr ux, uy, an uz ar th partil vloitis in th x, y, an z irtions at aritrary points in th lmnt, an μ is th offiint of visosity of th mium. In th aov quation, {} Γ is th strain vtor. Th rlationship twn th partil vloity an th strain an xprss y th onstant strain lmnt of a thr-imnsional ttrahral, as shown in Fig.. {} Γ γ xx γ yy γ zz = γ xy 6V γ yz γ zx (5) () x y z x y z x y z x y z V is th volum of th lmnt an - ar onstants. Ths onstants an xprss as follows: = ~ ε { yl ( zn zm ) + ym( zl zn ) + yn( zm zl )} = ~ ε { zl ( xn xm ) + zm( xl xn ) + zn( xm xl )} = ~ ε { xl ( yn ym ) + xm( yl yn ) + xn( ym yl )} (6) ~ ( =,) ε = ( =,) Fig. Rlationship twn partil vloity an strain whr susripts, l, m, an n rprsnt th irular rotation of,,, an. Nxt, w onsir th formulation of th motion quation of an lmnt, for th aousti analysis mol that onsirs visous amping. Th potntial nrgy V ~ an xprss as follows: T T { u} { P} Γ + {}{ u F} V ~ xyz (7) = Γ whr { P } is th surfa for vtor. { F } is th oy for vtor. An Γ rprsnts th intgral of th lmnt Γ ounary. Th total nrgy E ~ an riv y using th following xprssion: ~ ~ ~ ~ ~ E = U + D T V (8) W an otain th following isrtiz quation of an lmnt y using Lagrang s quations: whr t ~ ~ ~ ~ ~ T T U V D + + = i i i i i (9) u i is th i-th omponnt of th noal isplamnt u an i is th i-th omponnt of th noal partil vtor { } vloity vtor { }. W an otain th following isrtiz quation of an lmnt y sustituting () (7) in (9): [ M ]{ u } + [ K ]{ u } + jω[ C ]{ u } = { f } ω () u in this quation aus a prioi M, [ K ], f ar th lmnt mass matrix, lmnt stiffnss W us { u } = jω{ } motion having angular frquny ω is assum. [ ] [ C ] an { } matrix, lmnt visosity matrix, an noal for vtor, rsptivly.
3 III. EXPRESSIONS FOR DAMPING IN POROUS MATERIALS In th motion quation (), w us th following mol having a omplx fftiv nsity, an a omplx ul moulus of lastiity in th lmnt stiffnss matrix[ K ], an th lmnt mass matrix[ M ] [] []. ρ ρ = + E E = E R + je ρ R jρi I () () whr j nots th imaginary omponnt. Not that ρ R an ρ I ar th ral an imaginary parts of ρ, rsptivly. Hr ρ R is th nsity of air insi th porous soun-asoring matrial an ρ I is rlat to th flow rsistan of air insi th soun-asoring matrial. W onsir th rsistan to th air flow at a high frquny y using th omplx nsity. Th varials E R an E I ar th ral an imaginary parts of E, rsptivly an E I is rlat to th hystrsis twn th soun prssur an th volum strain. Th issipat nrgy u to E I is onvrt into hat nrgy orrsponing to th nlos ara of th hystrsis urv otain in on yl; this is nown as th attnuation fft. As a rsult, th quations of th soun fil in th lmnt that inlus amping ar formulat using omplx linar simultanous quations. Fig. Thr-imnsional tu for finit lmnt mtho ω whr [ ([ M ] + j[ M ] ){ u } + ([ K ] + j[ K ] ){ u } + jω[ C ]{ u } = { f } R ] R I R () I K ar th ral an imaginary parts of ar th ral an M, rsptivly. All noal partil K an [ ] I [ K ], rsptivly an [ M ] R an [ M ] I imaginary parts of [ ] isplamnts an alulat y solving quation () for th partil isplamnt. Furthrmor, th strain an th soun prssur of ah lmnt an alulat from th noal partil isplamnts. IV. CALCULATION A. Damping Analysis y th Thr Dimnsional Finit Elmnt Mtho To vrify our mtho, w arri out an aousti amping analysis for tus using thr-imnsional finit lmnts mol. Whn w ma this mol, w us HyprMsh v. (Altair Enginring In.) at mshing. As shown in Fig., this mol is / soli mol symmtrial aout x-z plan an x-y plan. An th air insi th tu is mol using thr-imnsional ttrahral lmnts having four nos. Th numr of ivi lmnts was in th axial irtion, an in th raial irtion. Both ns of th tu wr los. Th raius of mol was.5 mm. Th lngth of th tu was 6.6 mm. Fig. Th istriution of partil isplamnts ontour an th isosurfa viw W slt th fftiv nsity ρ R =. g/m, offiint of visosity μ =.8 5 N s/m, ral part of th omplx volum lastiity E R =. 5 Pa, an soun propagation sp = m/s for air. As th ounary onitions, th partil isplamnts of all nos on th outsi in ontat with th tu wr fix, xpt for th plan of symmtry. Fig. shows th ontours of th alulat partil isplamnts an th isosurfa viw of th mol tu for th propos finit lmnt mtho, nar th rsonan onitions (, Hz an, Hz). As an sn, th magnitu of th isplamnt of th partils hangs signifiantly nar th outsi of th tu. Howvr, th isplamnt is flat los to th ntr of th tu.
4 B. Damping Analysis y Thortial Analysis W hav arri out thortial analysis of th rsonant rspons of th tu for omparison an vrifiation of th propos finit lmnt mtho. W onsir a straight ut with irular ross stion. In this as, th frquny rspons of th prssur an xprss y th following gnral xprssion, jωt os x ( l) P = jρv () sin l whr ρ is nsity of th air, is th sp of soun, lis th lngth of th tu, x is a position of rfrn point, is ω/. v is an xitation vloity, an tis tim. Fig. 5 Thr-imnsional tu mol an vloity V (y) apillary flow thory [6]. R j tanh j μ = tanh j j (8) whr is th iamtr of th irular ross stion tu. An is xprss as follows. ρ ω = (9) μ = κ γp = ρ ρ () whr κ is th ul moulus, p is atmosphri prssur an γis th spifi hat at onstant volum. For th as of th.5 mm raius tu, th omplx nsity an omplx soun vloity ar shown in Figs. 6 an 7 rsptivly. In this quation, w introu th omplx soun sp an th omplx fftiv nsity ρ to inlu th attnuation u to th visosity of th air. W rpla th sp of soun an th nsity with th omplx soun sp an th omplx fftiv nsity as shown low. ρ ρ (5) (6) Using th two sustitutions aov in quitation () an using th notation of Craggs an Hilrant [5], th fftiv nsity an writtn as Fig. 6 Dnsity trn for th thr-imnsional tu mol ρ ρ + R jω (7) whr ρ is mass nsity, an R is flow rsistan. Th ral part of th omplx fftiv nsity ρ is th nsity of th air rlat to th inrtial for. Imaginary part is a trm that rprsnts th visous rsistan or rsistan to flow. In aition, th flow rsistan pr unit ara R in th high frquny rgion an xprss as follows, using th Fig. 7 Vloity trn for th thr-imnsional tu mol
5 Fig. 8 Prssur vrsus frquny rspons for a thr-imnsional tu mol (Diamtr is.5 mm for th mol tu) (a) Propos FEM () Thortial mtho Fig.9 Efft of iamtrs ompar twn Propos FEM an Thortial mtho at,hz (a) Propos FEM () Thortial mtho Fig. Efft of iamtrs ompar twn Propos FEM an Thortial mtho at,hz 5
6 By alulating th frquny rspons of () using th valus of ths paramtrs, th thortial solution that inlus th visosity is otain. C. Vrifiation an Comparison of th Propos Mtho W hav analyz frquny rsponss of th propos finit lmnt mtho (Propos FEM), an ompar it with th aov sri thortial mtho (Thortial mtho) that inlus th visosity, an with th onvntional aousti finit lmnt mtho (Convntional FEM) that os not inlu th attnuation. Fig. 8 shows th omparison of th analysis rsults for a mol tu of raius.5 mm. Th onition of xitation was th onstant isplamnt xitation. From Fig. 8, w trmin th fft of amping on th alulat rsults y using th propos FEM an th thortial mtho ass. Th onvntional FEM os not show attnuation for th rsonan pas. In aition, w analyz th rsonant rsponss with iffrnt tu iamtrs using oth th propos FEM an th thortial mtho ass. Fig. 9 shows th fft of iamtrs of irular tu mols on th rspons, for th propos FEM an th thortial mtho ass at aroun,hz. An Fig. shows th fft of iamtrs of irular tu mols on th rspons at aroun,hz. Th iamtr of th irular tus wr.5 mm,.8 mm, an. mm. Th onition of xitation was th onstant isplamnt xitation. As an sn from Fig.9 an Fig., whn th tu iamtr is narrow, th rsonan pa ras aus flow rsistan inrass. This trn is th sam for oth mthos. A omparison of th rsults of th propos mtho with that of th thortial mtho shows that th propos mtho shows slightly largr attnuation. W thin this is oming u to th influn of th msh siz an orr nar th ounary layr. As a rsult of th first orr lmnts us in this analysis, th msh siz was somwhat largr nar ounary layr that ha larg hang of isplamnt. Damping for Automotiv Doul Walls with a Porous Matrial, Journal of Soun an Viration, Vol. 5, pp. 6-5, 9. [] M. Sasajima, T. Yamaguhi an A. Hara, Aousti Analysis Using Finit Elmnt Mtho Consiring Effts of Damping Caus y Air Visosity in Auio Equipmnt, Appli Mhanis an Matrials, Vol. 6, pp. 8-86,. [] H. Utsuno, T. Tanaa, Y. Morisawa an T. Yoshimura, Prition of Normal Soun Asorption Coffiint for Multi-Layr Soun Asoring Matrials y Using th Bounary Elmnt Mtho, Transations of Japan Soity of Mhanial Enginrs, Vol. 56-5C, pp. 8-5, 99. [5] A. Craggs an J.G.Hilrant, Efftiv nsitis an rsistivitis for aousti propagation in narrow tus, Journal of Soun an Viration, Vol.9, pp-, 98. [6] M. A. Biot, Thory of Propagation of Elasti Wavs in a Flui-Saturat Porous Soli. Ⅱ. Highr Frquny Rang, Journal of th Aoustial Soity of Amria, Vol.8, pp79-9, 956. V. CONCLUSION W hav vlop a nw aousti finit lmnt mtho that onsirs th ffts of amping y th visosity of air. W ompar alulation rsults of soun prssur vrsus frquny haratristis using th propos mtho with that of th thortial mtho, an th onvntional aousti finit lmnt mtho without visosity of air. Th omparison shows that th gnral shaps of th haratristis ar vry los. For futur, w ar planning to xtn this rsarh furthr, to fully unrstan th amping ffts of air on soun wavs. Thry, w hop to stalish a thnology that allows onsiration arly in th sign stag, an to provi xllnt soun solutions. REFERENCES [] T. Yamaguhi, J. Tsugawa, H. Enomoto an Y. Kurosawa, Layout of Soun Asoring Matrials in D Rooms Using Damping Contriutions with Eignvtors as Wight Coffiints, Journal of Systm Dsign an Dynamis, Vol. -, pp ,. [] T. Yamaguhi, Y. Kurosawa an H. Enomoto, Damp Viration Analysis Using Finit Elmnt Mtho with Approximat Moal 6
Hybrid Inversion technique for predicting geometrical parameters of Porous Materials
Aoustis 8 Paris Hybri Invrsion thniqu for priting gomtrial paramtrs of Porous Matrials P. hravag, P. Bonfiglio F. Pompoli Dipartimnto i Inggnria - Univrsity of Frrara, Via aragat 1, 441 Frrara, Italy franso.pompoli@unif.it
More informationA Simple Method of Tuning PI Controllers for Interval Plant of Cold Rolling Mill
ntrnational Journal of Rnt Trns in Enginring, Vol. 1, No. 4, May 009 A Simpl Mtho of Tuning P Controllrs for ntrval Plant of Col Rolling Mill S.Umamahswari 1, V.Palanisamy, M.Chiambaram 3, 1 Dpartmnt of
More informationDigital Signal Processing, Fall 2006
Digital Signal Prossing, Fall 006 Ltur 7: Filtr Dsign Zhng-ua an Dpartmnt of Eltroni Systms Aalborg Univrsity, Dnmar t@om.aau. Cours at a glan MM Disrt-tim signals an systms Systm MM Fourir-omain rprsntation
More informationDESIGN SPECTRA REDUCTION COEFFICIENTS FOR SYSTEMS WITH SEISMIC ENERGY DISSIPATING DEVICES LOCATED ON FIRM GROUND
Th 14 th Worl Confrn on Earthquak Enginring DESIGN SPECTRA REDUCTION COEFFICIENTS FOR SYSTEMS WITH SEISMIC ENERGY DISSIPATING DEVICES LOCATED ON FIRM GROUND S. E. Ruiz 1, J. P. H. Toxqui 2 an J. L. Rivra
More informationEvans, Lipson, Wallace, Greenwood
Camrig Snior Mathmatial Mthos AC/VCE Units 1& Chaptr Quaratis: Skillsht C 1 Solv ah o th ollowing or x: a (x )(x + 1) = 0 x(5x 1) = 0 x(1 x) = 0 x = 9x Solv ah o th ollowing or x: a x + x 10 = 0 x 8x +
More informationMA1506 Tutorial 2 Solutions. Question 1. (1a) 1 ) y x. e x. 1 exp (in general, Integrating factor is. ye dx. So ) (1b) e e. e c.
MA56 utorial Solutions Qustion a Intgrating fator is ln p p in gnral, multipl b p So b ln p p sin his kin is all a Brnoulli quation -- st Sin w fin Y, Y Y, Y Y p Qustion Dfin v / hn our quation is v μ
More informationSteinberg s Conjecture is false
Stinrg s Conjtur is als arxiv:1604.05108v2 [math.co] 19 Apr 2016 Vinnt Cohn-Aa Mihal Hig Danil Král Zhntao Li Estan Salgao Astrat Stinrg onjtur in 1976 that vry planar graph with no yls o lngth our or
More informationAS 5850 Finite Element Analysis
AS 5850 Finit Elmnt Analysis Two-Dimnsional Linar Elasticity Instructor Prof. IIT Madras Equations of Plan Elasticity - 1 displacmnt fild strain- displacmnt rlations (infinitsimal strain) in matrix form
More informationNotes on Vibration Design for Piezoelectric Cooling Fan
World Aadmy of Sin, Enginring and Thnology Intrnational Journal of Mhanial and Mhatronis Enginring Vol:7, No:, 3 Nots on Vibration Dsign for Pizoltri Cooling Fan Thomas Jin-Ch Liu, Yu-Shn Chn, Hsi-Yang
More informationFirst we introduce some terminology. Suppose we are pushing a volumetric fluid flow rate of φ
Ltur Nots CHE 1 Flui Mhanis (Fall 010) 8. Flui-Partil Systms & Porous Mia 8b. Multil artils & Porous mia Partly bas on Chatr 6 an 11 o th D Nvrs txtboo. LN8a: 6.1 LN8b: 11.1, 11.4, 11.5 Flui rition in
More informationHandout 28. Ballistic Quantum Transport in Semiconductor Nanostructures
Hanout 8 Ballisti Quantum Transport in Smionutor Nanostruturs In this ltur you will larn: ltron transport without sattring (ballisti transport) Th quantum o onutan an th quantum o rsistan Quanti onutan
More informationLecture 14 (Oct. 30, 2017)
Ltur 14 8.31 Quantum Thory I, Fall 017 69 Ltur 14 (Ot. 30, 017) 14.1 Magnti Monopols Last tim, w onsidrd a magnti fild with a magnti monopol onfiguration, and bgan to approah dsribing th quantum mhanis
More information1 Isoparametric Concept
UNIVERSITY OF CALIFORNIA BERKELEY Dpartmnt of Civil Enginring Spring 06 Structural Enginring, Mchanics and Matrials Profssor: S. Govindj Nots on D isoparamtric lmnts Isoparamtric Concpt Th isoparamtric
More informationN1.1 Homework Answers
Camrig Essntials Mathmatis Cor 8 N. Homwork Answrs N. Homwork Answrs a i 6 ii i 0 ii 3 2 Any pairs of numrs whih satisfy th alulation. For xampl a 4 = 3 3 6 3 = 3 4 6 2 2 8 2 3 3 2 8 5 5 20 30 4 a 5 a
More informationNumbering Boundary Nodes
Numring Bounry Nos Lh MBri Empori Stt Univrsity August 10, 2001 1 Introution Th purpos of this ppr is to xplor how numring ltril rsistor ntworks ffts thir rspons mtrix, Λ. Morovr, wht n lrn from Λ out
More informationY 0. Standing Wave Interference between the incident & reflected waves Standing wave. A string with one end fixed on a wall
Staning Wav Intrfrnc btwn th incint & rflct wavs Staning wav A string with on n fix on a wall Incint: y, t) Y cos( t ) 1( Y 1 ( ) Y (St th incint wav s phas to b, i.., Y + ral & positiv.) Rflct: y, t)
More informationA Propagating Wave Packet Group Velocity Dispersion
Lctur 8 Phys 375 A Propagating Wav Packt Group Vlocity Disprsion Ovrviw and Motivation: In th last lctur w lookd at a localizd solution t) to th 1D fr-particl Schrödingr quation (SE) that corrsponds to
More informationFirst order differential equation Linear equation; Method of integrating factors
First orr iffrntial quation Linar quation; Mtho of intgrating factors Exampl 1: Rwrit th lft han si as th rivativ of th prouct of y an som function by prouct rul irctly. Solving th first orr iffrntial
More informationPropagation of Torsional Surface Waves in Non-Homogeneous Viscoelastic Aeolotropic Tube Subjected to Magnetic Field
Intrnational Journal of Matrial Sin Innovations (IJMSI) 1 (1): 4-55, 13 ISSN xxxx-xxxx Aadmi Rsarh Onlin Publishr Rsarh Artil Propagation of Torsional Surfa Wavs in Non-Homognous Visolasti Aolotropi Tub
More informationDepartment of Mechanical Engineering, Imperial College, London SW7 2AZ, UK
1 ST Intrnational Confrn on Composit Matrials Xi an, 0 5 th August 017 THE MECHANICS OF INTERFACE FRACTURE IN LAYERED COMPOSITE MATERIALS: (7) ADHESION TOUHNESS OF MULTILAYER RAPHENE MEMRANES NANOSCALE
More informationNonlinear Thomson Scattering
Nonlinar Thomson Sattring. Many of th th nwr Thomson Sours ar bas on a PULSED Lasr (.g. all of th high-nrgy lasrs ar puls by thir vry natur. Hav vlop a gnral thory to ovr raiation alulations in th gnral
More informationChapter 1. Analysis of a M/G/1/K Queue without Vacations
Chatr nalysis of a M/G// Quu without Vaations W onsir th singl srvr finit aaity quu with Poisson arrivals an gnrally istriut srvi tims. Th M/G// systm may analys using an im Marov Chain aroah vry similar
More informationComputational Modeling of Induction Hardening Process of Machine Parts
Prodings of th World Congrss on Enginring and Computr Sin 8 WCECS 8, Otobr - 4, 8, San Franiso, USA Computational Modling of ndution Hardning Pross of Mahin Parts Yutaka Toi and Masakazu Takagaki Abstrat
More informationMath 61 : Discrete Structures Final Exam Instructor: Ciprian Manolescu. You have 180 minutes.
Nm: UCA ID Numr: Stion lttr: th 61 : Disrt Struturs Finl Exm Instrutor: Ciprin nolsu You hv 180 minuts. No ooks, nots or lultors r llow. Do not us your own srth ppr. 1. (2 points h) Tru/Fls: Cirl th right
More informationPHYS ,Fall 05, Term Exam #1, Oct., 12, 2005
PHYS1444-,Fall 5, Trm Exam #1, Oct., 1, 5 Nam: Kys 1. circular ring of charg of raius an a total charg Q lis in th x-y plan with its cntr at th origin. small positiv tst charg q is plac at th origin. What
More informationFinite element discretization of Laplace and Poisson equations
Finit lmnt discrtization of Laplac and Poisson quations Yashwanth Tummala Tutor: Prof S.Mittal 1 Outlin Finit Elmnt Mthod for 1D Introduction to Poisson s and Laplac s Equations Finit Elmnt Mthod for 2D-Discrtization
More informationAssignment 4 Biophys 4322/5322
Assignmnt 4 Biophys 4322/5322 Tylr Shndruk Fbruary 28, 202 Problm Phillips 7.3. Part a R-onsidr dimoglobin utilizing th anonial nsmbl maning rdriv Eq. 3 from Phillips Chaptr 7. For a anonial nsmbl p E
More informationCS553 Lecture Register Allocation I 3
Low-Lvl Issus Last ltur Intrproural analysis Toay Start low-lvl issus Rgistr alloation Latr Mor rgistr alloation Instrution shuling CS553 Ltur Rgistr Alloation I 2 Rgistr Alloation Prolm Assign an unoun
More informationUncertainty in non-linear long-term behavior and buckling of. shallow concrete-filled steel tubular arches
CCM14 8-3 th July, Cambridg, England Unrtainty in non-linar long-trm bhavior and bukling of shallow onrt-filld stl tubular arhs *X. Shi¹, W. Gao¹, Y.L. Pi¹ 1 Shool of Civil and Environmnt Enginring, Th
More information12. Traffic engineering
lt2.ppt S-38. Introution to Tltrffi Thory Spring 200 2 Topology Pths A tlommunition ntwork onsists of nos n links Lt N not th st of nos in with n Lt J not th st of nos in with j N = {,,,,} J = {,2,3,,2}
More informationFinite Element Analysis
Finit Elmnt Analysis L4 D Shap Functions, an Gauss Quaratur FEA Formulation Dr. Wiong Wu EGR 54 Finit Elmnt Analysis Roamap for Dvlopmnt of FE Strong form: govrning DE an BCs EGR 54 Finit Elmnt Analysis
More informationThe Interlaminar Stress of Laminated Composite under Uniform Axial Deformation
Moling an umrical Simulation of Matrial Scinc, 23, 3, 49-6 http://x.oi.org/.4236/mnsms.23.327 Publish Onlin April 23 (http://www.scirp.org/journal/mnsms) 49 Th Intrlaminar Strss of Laminat Composit unr
More informationBackground: We have discussed the PIB, HO, and the energy of the RR model. In this chapter, the H-atom, and atomic orbitals.
Chaptr 7 Th Hydrogn Atom Background: W hav discussd th PIB HO and th nrgy of th RR modl. In this chaptr th H-atom and atomic orbitals. * A singl particl moving undr a cntral forc adoptd from Scott Kirby
More informationDesigning of Acceptance Sampling Plan for life tests based on Percentiles of Exponentiated Rayleigh Distribution
Intrnational Journal of Currnt Enginring an Thnology E-ISSN 77 46, P-ISSN 347 56 6 INPRESSCO, All Rights Rsrv Availabl at http://inprssoom/atgory/ijt Rsarh Artil Dsigning of Aptan Sampling Plan for lif
More informationConsider simple cases and extrapolate results 6. to more complicated cases
Digital Sph Prossing Lturs 5-6 Sound Propagation in Voal Trat Basis an us basi physis to formulat air flow quations for voal trat nd to ma simplifying assumptions about voal trat shap and nrgy losss to
More informationCOMPLEXITY OF COUNTING PLANAR TILINGS BY TWO BARS
OMPLXITY O OUNTING PLNR TILINGS Y TWO RS KYL MYR strt. W show tht th prolm o trmining th numr o wys o tiling plnr igur with horizontl n vrtil r is #P-omplt. W uil o o th rsults o uquir, Nivt, Rmil, n Roson
More informationLinear-Phase FIR Transfer Functions. Functions. Functions. Functions. Functions. Functions. Let
It is impossibl to dsign an IIR transfr function with an xact linar-phas It is always possibl to dsign an FIR transfr function with an xact linar-phas rspons W now dvlop th forms of th linarphas FIR transfr
More informationEdge-Triggered D Flip-flop. Formal Analysis. Fundamental-Mode Sequential Circuits. D latch: How do flip-flops work?
E-Trir D Flip-Flop Funamntal-Mo Squntial Ciruits PR A How o lip-lops work? How to analys aviour o lip-lops? R How to sin unamntal-mo iruits? Funamntal mo rstrition - only on input an an at a tim; iruit
More informationMiddle East Technical University Department of Mechanical Engineering ME 413 Introduction to Finite Element Analysis
Middl East Tchnical Univrsity Dpartmnt of Mchanical Enginring ME 43 Introduction to Finit Elmnt Analysis Chaptr 3 Computr Implmntation of D FEM Ths nots ar prpard by Dr. Cünyt Srt http://www.m.mtu.du.tr/popl/cunyt
More informationHomotopy perturbation technique
Comput. Mthods Appl. Mch. Engrg. 178 (1999) 257±262 www.lsvir.com/locat/cma Homotopy prturbation tchniqu Ji-Huan H 1 Shanghai Univrsity, Shanghai Institut of Applid Mathmatics and Mchanics, Shanghai 272,
More informationCSC Design and Analysis of Algorithms. Example: Change-Making Problem
CSC 801- Dsign n Anlysis of Algorithms Ltur 11 Gry Thniqu Exmpl: Chng-Mking Prolm Givn unlimit mounts of oins of nomintions 1 > > m, giv hng for mount n with th lst numr of oins Exmpl: 1 = 25, 2 =10, =
More informationTP A.31 The physics of squirt
thnial proof TP A. Th physis of squirt supporting: Th Illustratd Prinipls of Pool and Billiards http://illiards.olostat.du y David G. Aliator, PhD, PE ("Dr. Dav") thnial proof originally postd: 8//7 last
More informationSLAC KLYSTRON LECTURES
SLAC KLYSTRON LECTURES Lctur January, 4 Kinmatic Thory of Vlocity Moulation Gorg Caryotakis Stanfor Linar Acclrator Cntr caryo@slac.stanfor.u KNEMATC THEORY OF VELOCTY MODULATON n this sction an in th
More informationDTFT Properties Using the differentiation property of the DTFT given in Table 3.2, we observe that the DTFT of nx[n] is given by
DTFT Proprtis Exampl-Dtrmin th DTFT Y ( of n y[ ( n + α µ [, α < n Lt α µ [, α < W an thrfor writ y [ n + From Tabl 3.3, th DTFT of is givn by X ( α DTFT Proprtis Using th diffrntiation proprty of th DTFT
More informationDevelopment of Shear-key Consisted of Steel Disk and Anchor Bolt for Seismic Retrofitting
Dvlopmnt of Shar-ky Consist of Stl Disk an Anchor olt for Sismic Rtrofitting. Takas & T. Ika Rsrch Institut of Tchnology, TOISHIMA Corporation, Japan. agisawa, T. Satoh & K. Imai Tchnological vlopmnt,
More informationthe output is Thus, the output lags in phase by θ( ωo) radians Rewriting the above equation we get
Th output y[ of a frquncy-sctiv LTI iscrt-tim systm with a frquncy rspons H ( xhibits som ay rativ to th input caus by th nonro phas rspons θ( ω arg{ H ( } of th systm For an input A cos( ωo n + φ, < n
More informationAnalysis for Balloon Modeling Structure based on Graph Theory
Anlysis for lloon Moling Strutur bs on Grph Thory Abstrt Mshiro Ur* Msshi Ym** Mmoru no** Shiny Miyzki** Tkmi Ysu* *Grut Shool of Informtion Sin, Ngoy Univrsity **Shool of Informtion Sin n Thnology, hukyo
More information2. Background Material
S. Blair Sptmbr 3, 003 4. Background Matrial Th rst of this cours dals with th gnration, modulation, propagation, and ction of optical radiation. As such, bic background in lctromagntics and optics nds
More informationFr Carrir : Carrir onntrations as a funtion of tmpratur in intrinsi S/C s. o n = f(t) o p = f(t) W will find that: n = NN i v g W want to dtrmin how m
MS 0-C 40 Intrinsi Smiondutors Bill Knowlton Fr Carrir find n and p for intrinsi (undopd) S/Cs Plots: o g() o f() o n( g ) & p() Arrhnius Bhavior Fr Carrir : Carrir onntrations as a funtion of tmpratur
More informationThe second condition says that a node α of the tree has exactly n children if the arity of its label is n.
CS 6110 S14 Hanout 2 Proof of Conflunc 27 January 2014 In this supplmntary lctur w prov that th λ-calculus is conflunt. This is rsult is u to lonzo Church (1903 1995) an J. arkly Rossr (1907 1989) an is
More informationThe pn junction: 2 Current vs Voltage (IV) characteristics
Th pn junction: Currnt vs Voltag (V) charactristics Considr a pn junction in quilibrium with no applid xtrnal voltag: o th V E F E F V p-typ Dpltion rgion n-typ Elctron movmnt across th junction: 1. n
More informationModified Shrinking Core Model for Removal of Hydrogen Sulfide with T Desulfurizer
Modifid Shrinking or Modl for Rmoval of Hydrogn Sulfid with T Dsulfurizr Enguo Wang Dpartmnt of physis Lingnan normal univrsity Zhanjiang, hina -mail: 945948@qq.om Hanxian Guo Institut of oal hmial nginring
More informationElectron Transport Properties for Argon and Argon-Hydrogen Plasmas
Chaptr-5 Eltron Transport Proprtis for Argon and Argon-Hydrogn Plasmas Argon and argon-hydrogn plasmas hav important appliations in many thrmal plasma dvis (Patyron t al., 1992; Murphy, 2000; Crssault
More information22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches.
Subjct Chmistry Papr No and Titl Modul No and Titl Modul Tag 8/ Physical Spctroscopy / Brakdown of th Born-Oppnhimr approximation. Slction ruls for rotational-vibrational transitions. P, R branchs. CHE_P8_M
More informationGraphs. CSC 1300 Discrete Structures Villanova University. Villanova CSC Dr Papalaskari
Grphs CSC 1300 Disrt Struturs Villnov Univrsity Grphs Grphs r isrt struturs onsis?ng of vr?s n gs tht onnt ths vr?s. Grphs n us to mol: omputr systms/ntworks mthm?l rl?ons logi iruit lyout jos/prosss f
More informationMechanics of Materials and Structures
Journal of Mhanis of Matrials and Struturs INTERACTION BETWEEN A SCREW DISLOCATION AND A PIEZOELECTRIC CIRCULAR INCLUSION WITH VISCOUS INTERFACE Xu Wang, Ernian Pan and A. K Roy Volum 3, Nº 4 April 8 mathmatial
More informationu 3 = u 3 (x 1, x 2, x 3 )
Lctur 23: Curvilinar Coordinats (RHB 8.0 It is oftn convnint to work with variabls othr than th Cartsian coordinats x i ( = x, y, z. For xampl in Lctur 5 w mt sphrical polar and cylindrical polar coordinats.
More informationIntroduction to Multicopter Design and Control
Introduction to Multicoptr Dsign and Control Lsson 05 Coordinat Systm and Attitud Rprsntation Quan Quan, Associat Profssor _uaa@uaa.du.cn BUAA Rlial Flight Control Group, http://rfly.uaa.du.cn/ Bihang
More informationHydrogen Atom and One Electron Ions
Hydrogn Atom and On Elctron Ions Th Schrödingr quation for this two-body problm starts out th sam as th gnral two-body Schrödingr quation. First w sparat out th motion of th cntr of mass. Th intrnal potntial
More informationSensors and Actuators Sensor Physics
Snsors and Atuators Snsor Physis Sandr Stuijk (s.stuijk@tu.nl) Dpartmnt of ltrial ninrin ltroni Systms PN-JUNCON SNSOS (Chaptr 6.5) 3 mpratur snsors plamnt xitation physial fft matrial thrmal snsor ontat
More informationA RELATIVISTIC LAGRANGIAN FOR MULTIPLE CHARGED POINT-MASSES
A RELATIVISTIC LAGRANGIAN FOR MULTIPLE CHARGED POINT-MASSES ADRIAAN DANIËL FOKKER (1887-197) A translation of: Ein invariantr Variationssatz für i Bwgung mhrrr lctrischr Massntilshn Z. Phys. 58, 386-393
More informationThe Transfer Function. The Transfer Function. The Transfer Function. The Transfer Function. The Transfer Function. The Transfer Function
A gnraliation of th frquncy rsons function Th convolution sum scrition of an LTI iscrt-tim systm with an imuls rsons h[n] is givn by h y [ n] [ ] x[ n ] Taing th -transforms of both sis w gt n n h n n
More informationAlgorithmic and NP-Completeness Aspects of a Total Lict Domination Number of a Graph
Intrntionl J.Mth. Comin. Vol.1(2014), 80-86 Algorithmi n NP-Compltnss Aspts of Totl Lit Domintion Numr of Grph Girish.V.R. (PES Institut of Thnology(South Cmpus), Bnglor, Krntk Stt, Ini) P.Ush (Dprtmnt
More informationWORKSHOP 6 BRIDGE TRUSS
WORKSHOP 6 BRIDGE TRUSS WS6-2 Workshop Ojtivs Lrn to msh lin gomtry to gnrt CBAR lmnts Bom fmilir with stting up th CBAR orinttion vtor n stion proprtis Lrn to st up multipl lo ss Lrn to viw th iffrnt
More informationProblem 22: Journey to the Center of the Earth
Problm : Journy to th Cntr of th Earth Imagin that on drilld a hol with smooth sids straight through th ntr of th arth If th air is rmod from this tub (and it dosn t fill up with watr, liquid rok, or iron
More informationElements of Statistical Thermodynamics
24 Elmnts of Statistical Thrmodynamics Statistical thrmodynamics is a branch of knowldg that has its own postulats and tchniqus. W do not attmpt to giv hr vn an introduction to th fild. In this chaptr,
More informationThe Matrix Exponential
Th Matrix Exponntial (with xrciss) by D. Klain Vrsion 207.0.05 Corrctions and commnts ar wlcom. Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix A A k I + A + k!
More informationCh. 24 Molecular Reaction Dynamics 1. Collision Theory
Ch. 4 Molcular Raction Dynamics 1. Collision Thory Lctur 16. Diffusion-Controlld Raction 3. Th Matrial Balanc Equation 4. Transition Stat Thory: Th Eyring Equation 5. Transition Stat Thory: Thrmodynamic
More informationFinite Element Model of a Ferroelectric
Excrpt from th Procdings of th COMSOL Confrnc 200 Paris Finit Elmnt Modl of a Frrolctric A. Lópz, A. D Andrés and P. Ramos * GRIFO. Dpartamnto d Elctrónica, Univrsidad d Alcalá. Alcalá d Hnars. Madrid,
More informationPhysics 506 Winter 2006 Homework Assignment #12 Solutions. Textbook problems: Ch. 14: 14.2, 14.4, 14.6, 14.12
Physis 56 Wintr 6 Homwork Assignmnt # Solutions Ttbook problms: Ch. 4: 4., 4.4, 4.6, 4. 4. A partil of harg is moving in narly uniform nonrlativisti motion. For tims nar t = t, its vtorial position an
More informationEFFECTIVENESS AND OPTIMIZATION OF FIBER BRAGG GRATING SENSOR AS EMBEDDED STRAIN SENSOR
EFFECTIVENESS AND OPTIMIZATION OF FIBE BAGG GATING SENSO AS EMBEDDED STAIN SENSO Xiaoming Tao, Liqun Tang,, Chung-Loong Choy Institut of Txtils and Clothing, Matrials sarh Cntr, Th Hong Kong Polythni Univrsity
More informationFinite Element Models for Steady Flows of Viscous Incompressible Fluids
Finit Elmnt Modls for Stad Flows of Viscous Incomprssibl Fluids Rad: Chaptr 10 JN Rdd CONTENTS Govrning Equations of Flows of Incomprssibl Fluids Mid (Vlocit-Prssur) Finit Elmnt Modl Pnalt Function Mthod
More informationVSMN30 FINITA ELEMENTMETODEN - DUGGA
VSMN3 FINITA ELEMENTMETODEN - DUGGA 1-11-6 kl. 8.-1. Maximum points: 4, Rquird points to pass: Assistanc: CALFEM manual and calculator Problm 1 ( 8p ) 8 7 6 5 y 4 1. m x 1 3 1. m Th isotropic two-dimnsional
More informationOTHER TPOICS OF INTEREST (Convection BC, Axisymmetric problems, 3D FEM)
OTHER TPOICS OF INTEREST (Convction BC, Axisymmtric problms, 3D FEM) CONTENTS 2-D Problms with convction BC Typs of Axisymmtric Problms Axisymmtric Problms (2-D) 3-D Hat Transfr 3-D Elasticity Typical
More informationGraphs and Graph Searches
Graphs an Graph Sarhs CS 320, Fall 2017 Dr. Gri Gorg, Instrutor gorg@olostat.u 320 Graphs&GraphSarhs 1 Stuy Ais Gnral graph nots: Col s Basi Graph Nots.pf (Progrss pag) Dpth first gui: Dpth First Sarh
More informationThe Matrix Exponential
Th Matrix Exponntial (with xrciss) by Dan Klain Vrsion 28928 Corrctions and commnts ar wlcom Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix () A A k I + A + k!
More informationOutline. Thanks to Ian Blockland and Randy Sobie for these slides Lifetimes of Decaying Particles Scattering Cross Sections Fermi s Golden Rule
Outlin Thanks to Ian Blockland and andy obi for ths slids Liftims of Dcaying Particls cattring Cross ctions Frmi s Goldn ul Physics 424 Lctur 12 Pag 1 Obsrvabls want to rlat xprimntal masurmnts to thortical
More information(2) If we multiplied a row of B by λ, then the value is also multiplied by λ(here lambda could be 0). namely
. DETERMINANT.. Dtrminnt. Introution:I you think row vtor o mtrix s oorint o vtors in sp, thn th gomtri mning o th rnk o th mtrix is th imnsion o th prlllppi spnn y thm. But w r not only r out th imnsion,
More informationThat is, we start with a general matrix: And end with a simpler matrix:
DIAGON ALIZATION OF THE STR ESS TEN SOR INTRO DUCTIO N By th us of Cauchy s thorm w ar abl to rduc th numbr of strss componnts in th strss tnsor to only nin valus. An additional simplification of th strss
More informationChapter 5. Introduction. Introduction. Introduction. Finite Element Modelling. Finite Element Modelling
Chaptr 5 wo-dimnsional problms using Constant Strain riangls (CS) Lctur Nots Dr Mohd Andi Univrsiti Malasia Prlis EN7 Finit Elmnt Analsis Introction wo-dimnsional init lmnt ormulation ollows th stps usd
More information3 Finite Element Parametric Geometry
3 Finit Elmnt Paramtric Gomtry 3. Introduction Th intgral of a matrix is th matrix containing th intgral of ach and vry on of its original componnts. Practical finit lmnt analysis rquirs intgrating matrics,
More informationGraphs. Graphs. Graphs: Basic Terminology. Directed Graphs. Dr Papalaskari 1
CSC 00 Disrt Struturs : Introuon to Grph Thory Grphs Grphs CSC 00 Disrt Struturs Villnov Univrsity Grphs r isrt struturs onsisng o vrs n gs tht onnt ths vrs. Grphs n us to mol: omputr systms/ntworks mthml
More informationNR3A-containing NMDA receptors promote neurotransmitter release and spike timing-dependent plasticity
NR3A-ontaining NMDA rptors promot nurotransmittr rlas an spik timing-pnnt plastiity Rylan S. Larsn, Rkah J. Corlw, Mail A. Hnson, Aam C. Rorts, Masayoshi Mishina, Masahiko Watana, Stuart A. Lipton, Nouki
More information3) Use the average steady-state equation to determine the dose. Note that only 100 mg tablets of aminophylline are available here.
PHA 5127 Dsigning A Dosing Rgimn Answrs provi by Jry Stark Mr. JM is to b start on aminophyllin or th tratmnt o asthma. H is a non-smokr an wighs 60 kg. Dsign an oral osing rgimn or this patint such that
More information10. The Discrete-Time Fourier Transform (DTFT)
Th Discrt-Tim Fourir Transform (DTFT Dfinition of th discrt-tim Fourir transform Th Fourir rprsntation of signals plays an important rol in both continuous and discrt signal procssing In this sction w
More informationMore Foundations. Undirected Graphs. Degree. A Theorem. Graphs, Products, & Relations
Mr Funtins Grphs, Pruts, & Rltins Unirt Grphs An unirt grph is pir f 1. A st f ns 2. A st f gs (whr n g is st f tw ns*) Friy, Sptmr 2, 2011 Ring: Sipsr 0.2 ginning f 0.4; Stughtn 1.1.5 ({,,,,}, {{,}, {,},
More informationMagnetic vector potential. Antonio Jose Saraiva ; -- Electric current; -- Magnetic momentum; R Radius.
Magnti vtor potntial Antonio Jos araiva ajps@hotail.o ; ajps137@gail.o A I.R A Magnti vtor potntial; -- auu prability; I -- ltri urrnt; -- Magnti ontu; R Radius. un agnti ronntion un tru surfa tpratur
More informationThermal-Shock problem in Magneto-Thermoelasticity with Thermal Relaxation for a Perfectly Conducting Medium
JOURNAL OF THERMOELASTICITY VOL NO 3 SEPTEMBER 3 ISSN 38-4 (Print) ISSN 38-4X (Onlin) http://wwwrsarhpuborg/journal/jot/jothtml Thrmal-Shok problm in Magnto-Thrmolastiity with Thrmal Rlaxation for a Prftly
More informationLogarithms. Secondary Mathematics 3 Page 164 Jordan School District
Logarithms Sondary Mathmatis Pag 6 Jordan Shool Distrit Unit Clustr 6 (F.LE. and F.BF.): Logarithms Clustr 6: Logarithms.6 For ponntial modls, prss as a arithm th solution to a and d ar numrs and th as
More informationG. Gambosi (*), J. Ne~etgil (**), M. Talamo (*)
EFFICIENT REPRESENTATION OF TAXONOMIES G. Gamosi (*), J. N~tgil (**), M. Talamo (*) (*) Istituto i Analisi i Sistmi Inormatica l C.N.R.~ Vial Manzoni 30, 00185, Roma,Italy (**) Charls Univrsity Malostransk~
More informationIntroduction to Condensed Matter Physics
Introduction to Condnsd Mattr Physics pcific hat M.P. Vaughan Ovrviw Ovrviw of spcific hat Hat capacity Dulong-Ptit Law Einstin modl Dby modl h Hat Capacity Hat capacity h hat capacity of a systm hld at
More informationWhy the Junction Tree Algorithm? The Junction Tree Algorithm. Clique Potential Representation. Overview. Chris Williams 1.
Why th Juntion Tr lgorithm? Th Juntion Tr lgorithm hris Willims 1 Shool of Informtis, Univrsity of Einurgh Otor 2009 Th JT is gnrl-purpos lgorithm for omputing (onitionl) mrginls on grphs. It os this y
More informationSIGNIFICANCE OF SMITH CHART IN ANTENNA TECHNOLOGY
SIGNIFICANCE OF SMITH CHART IN ANTENNA TECHNOLOGY P. Poornima¹, Santosh Kumar Jha² 1 Associat Profssor, 2 Profssor, ECE Dpt., Sphoorthy Enginring Collg Tlangana, Hyraba (Inia) ABSTRACT This papr prsnts
More informationFEM FOR HEAT TRANSFER PROBLEMS دانشگاه صنعتي اصفهان- دانشكده مكانيك
FEM FOR HE RNSFER PROBLEMS 1 Fild problms Gnral orm o systm quations o D linar stady stat ild problms: For 1D problms: D D g Q y y (Hlmholtz quation) d D g Q d Fild problms Hat transr in D in h h ( D D
More informationSimilarity Search. The Binary Branch Distance. Nikolaus Augsten.
Similrity Srh Th Binry Brnh Distn Nikolus Augstn nikolus.ugstn@sg..t Dpt. of Computr Sins Univrsity of Slzurg http://rsrh.uni-slzurg.t Vrsion Jnury 11, 2017 Wintrsmstr 2016/2017 Augstn (Univ. Slzurg) Similrity
More informationJournal of Solid Mechanics and Materials Engineering
n Mtrils Enginring Strss ntnsit tor of n ntrf Crk in Bon Plt unr Uni-Axil Tnsion No-Aki NODA, Yu ZHANG, Xin LAN, Ysushi TAKASE n Kzuhiro ODA Dprtmnt of Mhnil n Control Enginring, Kushu nstitut of Thnolog,
More informationApplication of MS-Excel Solver to Non-linear Beam Analysis
/ Application of S-cl Solr to Non-linar Bam Analysis Toshimi Taki arch 4, 007 April 8, 007, R. A. ntroction Sprasht softwar in crrnt prsonal comptrs is high prformanc an th softwar has nogh fnctions for
More informationSPH4U Electric Charges and Electric Fields Mr. LoRusso
SPH4U lctric Chargs an lctric Fils Mr. LoRusso lctricity is th flow of lctric charg. Th Grks first obsrv lctrical forcs whn arly scintists rubb ambr with fur. Th notic thy coul attract small bits of straw
More information5.80 Small-Molecule Spectroscopy and Dynamics
MIT OpnCoursWar http://ocw.mit.du 5.80 Small-Molcul Spctroscopy and Dynamics Fall 008 For information about citing ths matrials or our Trms of Us, visit: http://ocw.mit.du/trms. Lctur # 3 Supplmnt Contnts
More informationKernels. ffl A kernel K is a function of two objects, for example, two sentence/tree pairs (x1; y1) and (x2; y2)
Krnls krnl K is a function of two ojcts, for xampl, two sntnc/tr pairs (x1; y1) an (x2; y2) K((x1; y1); (x2; y2)) Intuition: K((x1; y1); (x2; y2)) is a masur of th similarity (x1; y1) twn (x2; y2) an ormally:
More information