where M denotes a tyical energy of the seed and is a random variable. We assume that ensemble averages and and satial averaging coincide, the usual er
|
|
- Curtis Manning
- 5 years ago
- Views:
Transcription
1 Cosmic Microwave Background Anisotroies from Scaling Seeds: Generic Proerties of the Correlation Functions R. Durrer and M. Kunz Deartement de Physique Theorique, Universite de Geneve, 24 quai Ernest Ansermet, CH-2 Geneve 4, Switzerland In this work we resent a artially new method to analyze uctuations which are induced by causal scaling seeds. We show that the ower sectra due to this kind of seed erturbations are determined by ve analytic functions, which we determine numerically for a secial examle. We ut forward the view that, even if recent work disfavors the models with cosmic strings and global O(4) texture, causal scaling seed erturbations merit a more thorough and general analysis, which we initiate in this aer. I. INTRODUCTION At resent, two ideas to exlain the origin of large scale structure in the universe are rimarily investigated: Perturbations in the energy density of matter may have emerged from quantum uctuations, which, during a hase of inationary exansion, are stretched beyond the Hubble scale and 'freeze in' as classical uctuations in the energy density of the cosmic uid []. These small initial uctuations then evolve according to linear cosmological erturbation theory. A hase transition in the early universe may lead to toological defects which seed uctuations in the cosmic uid [2]. In this case, the uid uctuations vanish initially and evolve according to inhomogeneous cosmic erturbation equations. The stress energy of the toological defects lays the role of the source term. In order for the gravitational eld of the defects to be suciently strong to seed cosmic structure, we have to require = 4G 2 0 5, where denotes the energy scale of the hase transition. This yields 0 6 GeV, a tyical GUT scale. Toological defects which neither over-close the universe nor die out are either cosmic strings or global defects. The anisotroies in the cosmic microwave background (CMB) rovide an imortant tool to discriminate between dierent models. On very large angular scales both classes of models lead to a Harrison Zel'dovich sectrum of uctuations. For inationary models this can easily be derived analytically. For defect models, the sectra were originally found numerically [3{5]. Analytical arguments for this behavior are given in [6]. On intermediate scales, inationary models redict a series of eaks due to acoustic oscillations in the baryon/hoton uid rior to recombination [7]. Present observations seem to conrm these eaks even though the error bars are still considerable [8]. Recently, several investigations led to the conclusion that cosmic strings [9,0] and global O(N) defects [{3] do not reroduce the acoustic eaks indicated by resent data. This led [2] and [0] to the conclusion that models of cosmic structure formation with scaling causal defects are ruled out. However, in a very simle arameterization of two families of more general scaling causal seed models, we were able to t resent data very well [3]. We are thus convinced that it is too early yet to comletely abandon scaling causal seeds as a mechanism for structure formation. In contrary, we think it is extremely useful to study them in full generality, ignoring in a rst ste the hysical origin of the seeds. This urely henomenological oint of view is analogous to inationary models where one sometimes manufactures the inationary otential to yield the required sectrum of initial erturbations. To determine the ower sectrum of the radiation and matter erturbations induced by seeds, we need to know the two oint correlation functions of the seed energy momentum tensor. In this aer we resent a simle arameterization of these functions and oint out an error frequently made in the literature. We then exemlify our ndings with the large N limit of global scalar elds [4,5]. For simlicity, we work in a satially at Friedman universe. The metric is thus given by ds 2 = a(t) 2 (dt 2 ij dx i dx j ) ; where t denotes conformal time. II. CORRELATION FUNCTIONS OF CAUSAL SCALING SEEDS We dene seeds to be any non-uniformly distributed form of energy, which contributes only a small fraction to the total energy density of the universe and which interacts with the cosmic uid only gravitationally. We arameterize the energy momentum tensor of the seed by T (seed) = M 2 ; ()
2 where M denotes a tyical energy of the seed and is a random variable. We assume that ensemble averages and and satial averaging coincide, the usual ergodicity hyothesis. Furthermore, we assume the random rocess to be satially homogeneous and isotroic, so that the two oint correlation function Z h (x;t) (x + y;t 0 )i= (x;t) (x + y;t 0 )d 3 xc (y;t;t 0 ) (2) V is a function of the dierence y only. Due to the exansion of the universe, which breaks time translation symmetry, we however exect C to deend on t and t 0 and not just on the dierence t t 0. We consider causal seeds. Causality requires C (y;t)=0; if jyj >t+t 0 : (3) The two oint function in osition sace thus has comact suort which imlies that its Fourier transform is analytic. We dene a seed to be scaling, if the Fourier transform, bc (k;t;t 0 )=hb (k;t)b (k;t 0 )i ; (4) contains no dimensional arameter other than t; t 0 and k. This imlies that the Ricci curvature induced by the seeds is a function of k and t only, multilied by the dimensionless arameter = 4GM 2. Since we dene Fourier transforms with the normalization Z ^f(k) = d 3 xf(x) ex(ikx) ; (5) V V Z f(x) = d 3 k (2) ^f(k) ex( ikx) ; (6) 3 and since (x;t) has the dimension of (length) 2, b C has the dimension of an inverse length. From scaling we therefore conclude that for urely dimensional reasons, we can write the correlations functions in the form ^C (k;t;t 0 )= tt 0 F ( tt 0 k;t 0 =t) ; (7) where F is a dimensionless function of the four variables z i t 0 tk i and r t 0 =t, which is analytic in z i. We also require the seed to decay inside the horizon, which imlies We neglect the transition from a radiation to a matter dominated universe, which actually breaks scaling, since the scale t eq, the time of equal matter and radiation density enters the roblem. In numerical examles, we have found that this transition in general leads to somewhat dierent decay laws for the correlation functions at large kt, but it will not alter our main conclusions ^C (k;t;t 0 )! kt! = ^C (k;t;t 0 )! kt 0! =0: (8) Furthermore, since the seeds interact with the cosmic uid only gravitationally, satises covariant energy momentum conservation, ; =0: (9) With the hel of these four equations, we can, for examle, exress the temoral comonents, 0 in terms of the satial ones, ij. The seed correlations are thus fully determined by the satial correlation functions b Cijlm. Statistical isotroy, scaling and symmetry in i; j and l; m as well as under the transformation i; j; k; t! l; m; k; t 0 require the following form for the satial correlation functions: bc ijlm (k;t;t 0 )= tt 0 [z iz j z l z m F (z 2 ;r)+ (z i z l jm + z i z m jl + z j z l im + z j z m il )F 2 (z 2 ;r)+ z i z j lm F 3 (z 2 ;r)=r + z l z m ij F 3 (z 2 ; =r)r + + ij lm F 4 (z 2 ;r)+( il jm + im jl )F 5 (z 2 ;r)] ; (0) where the functions F a are analytical functions of z 2 tt 0 k 2, and for a 6= 3 they are invariant under the transformation r! =r, F a (z 2 ;r)=f a (z 2 ;=r). The ositivity of the ower sectra ^Cijij (k;t;t) = hj ij j 2 i leads to a series of ositivity conditions for the functions F a : 0 F 5 (z 2 ; ) ; () 0 F 4 (z 2 ; )+2F 5 (z 2 ;) ; (2) 0 z 2 F 2 (z 2 ; ) + F 5 (z 2 ; ) ; (3) 0 z 4 F (z 2 ; )+4z 2 F 2 (z 2 ;) + 3F 5 (z 2 ; ) ; (4) 0 z 4 F (z 2 ; )+2z 2 (F 3 (z 2 ;)+2F 2 (z 2 ;)) +F 4 (z 2 ; )+2F 5 (z 2 ;) : (5) Since ^Cijlm is the Fourier transform of a real function, ^C ijlm (k;t;t 0 ) = ^Cijlm ( k;t;t 0 ) ; (6) and thus the ansatz (0) imlies that the functions F a (z 2 ;r) are real. Furthermore, decay inside the horizon (condition (8)) yields lim F a(z 2 ;r)= lim F a(z 2 ;r)=0: (7) z 2 r! z 2 =r! In addition, analyticity imlies that the functions F a do not diverge in the limit z! 0, thus with lim F a(z; r) =A a (r) z!0 A a (r) =A a (=r) for all a 6= 3: 2
3 As an examle, we haveworked out the functions F to F 5 in the large N limit of global scalar eld seeds. A discussion of this simle model of scaling causal seeds ands its relation to the texture model of structure formation can be found in [4] and [5]. In Figs. and 2 we resent the functions F 5 (z 2 ;r) and F 2 (z 2 ;r). FIG. 2. The same as Fig. for the function F 2(z; r). FIG.. The function F 5(z; r), linear (to) and jf 5(z; r)j logarithmic are shown. Because of their small amlitude, the oscillations are virtually invisible in the linear lot. To show the symmetry r! =r, the r-axis is chosen logarithmic in both lots. The symmetry under the transition r! =r is clearly visible. Also the conditions that F a! 0 if either z! or r! 0 or r! which follows from Eq. (7) is evidently satised. For xed z the functions oscillate with a frequency which grows with z. Since the amlitude decays raidly, these oscillations are only visible in the log-lots. The correlations always decay like ower laws, never exonentially. The equal time correlation functions, F (z 2 ; ) to F 5 (z 2 ; ) are lotted in Fig. 3. In Fig. 4 we show A a (r). All the functions, excet F 5 which is constrained by Eq. () go through 0 (For F the assage through 0 is not visible since it occurs only at z ' 30). We have also veried the ositivity constraints Eq. (2) to Eq. (5). The asymtotic behavior of the functions can be obtained analytically. The same is true for the functions A to A 5. As argued above, all the functions A i excet A 3 are symmetric under r! =r. The techniques emloyed to calculate the functions F i are analogous to those exlained in [5]. III. SCALAR, VECTOR AND TENSOR DECOMPOSITION AND CMB ANISOTROPIES The energy momentum tensor of seeds is often slit into scalar, vector and tensor erturbations, since the time evolution of each of these comonents is indeendent. Furthermore, due to statistical isotroy, the scalar, vector and tensor modes are uncorrelated. A suitable arameterization of this decomosition is ij = ij f (k i k j k 2 3 ij)f + 2 (w ik j + w j k i )+ ij ; (8) where f ; f are arbitrary random functions of k; w is a transverse vector, w k = 0; and ij is a symmet- 3
4 FIG. 3. The functions jf i(z; )j are shown. The zeros are visible as sikes in the log-lot. (Further below, at z 30, also F asses through zero.) FIG. 4. The functions ja i(r)j = jf i(0;r)j are shown. As discussed in the text, all of them excet A 3 are symmetrical under the transition r! =r. ric, traceless, transverse tensor, i i = ij k j = 0. The variables f: ;w and ij reresent the scalar, vector and tensor degrees of freedom of ij. The functions F to F 5 determine the correlations: To work out the correlation functions we use P j i f = 3 i i = 3 ij ij ; (9) f = w i = 2 k ( l i ^k m ij =(P il P jm 3 2k (^k i^kj 2 3 ij) ij = 3 2k S ij ij ; (20) 2 ^ki^kl^km ) lm = V lm i lm ; (2) (=2)P ij P lm )P ma P lb ab = T ab ij ab ; (22) where P ij = ij ^ki^kj ; ^ki = k i =k (23) is the rojection oerator onto the sace orthogonal to k and S ij, Vi lm and Tij ab are the rojection oerators to the scalar vector and tensor arts of ij. Using these identities and our ansatz (0), one easily veries hf (t)w i (t 0 )i = hf (t)w i (t 0 )i =0 (24) hf (t)ij(t 0 )i = hf i(t)ij(t 0 )i =0 (25) hw i (t) jl (t 0 )i =0 (26) hf (t)f (t 0 )i = 3 tt 0 [2F 5(z 2 ;r)+3f 4 (z 2 ;r) +z 2 (F 3 (z 2 ;r)=r + F 3 (z 2 ; =r)r)+ 4 3 z2 F 2 (z 2 ;r)+ 3 z4 F (z 2 ;r)] (27) hf (t)f(t 0 )i = tt 0 k [3F z 2 F 2 +z 4 F ] (28) hf (t)f (t 0 )i = tt 0 [ 3 z2 F (z 2 ;r)+ 4 3 F 2(z 2 ;r)+rf 3 (z 2 ; =r)] (29) hw i (t)w j (t 0 )i = 4 k 4 tt 0 [F 5 + z 2 F 2 ](k 2 ij k i k j ) (30) h ij (t)lm(t 0 )i = tt 0 F 5[ il jm + im jl ij lm + k 2 ( ij k l k m + lm k i k j il k j k m im k l k j jl k i k m jm k l k i )+ k 4 k i k j k l k m ]: (3) It is interesting to note that although Cijlm b is analytic, the correlation functions of the scalar vector and tensor comonents, in general, are not. The reason for that is that the rojection oerators S; V and T are not analytic. This is imortant. It imlies, e.g., that the anisotroic stresses in general have a white noise and not a k 4 sectrum as erroneously concluded in [6{8]. The scalar anisotroic stress otential thus diverges on large scales, hjf j 2 i/=(tk 4 ) for kt. A result which we also have obtained in the large-n limit and in numerical simulations of O(N) models. The ower sectrum of the scalar anisotroic stress otential f is analytic if and only if vector and tensor erturbations are absent, F 5 = F 2 =0. In the generic situation, F 5 (z =0;r =)=A 5 () 6= 0. Wethus exect the following relation between scalar vector and tensor erturbations of the gravitational eld on suer-horizon scales, x kt : (The equations for the scalar, vector and tensor gravitational otentials in terms of f:, w and ij can be found in [9] and [20].) 4
5 hj j 2 i 22 tk 4 A 5() (32) hj i j 2 i 62 t k A 5() 2 (33) hjh ij j 2 i4 2 t 3 A 5 () ; (34) where and are the Bardeen otentials, is the vector contribution to the shear of the t =const. slices and h ij are tensor erturbations of the metric. If it would be solely suer horizon erturbations which induce the large scale CMB anisotroies, this could be translated into a ratio between the scalar, vector and tensor contributions to the C`'s on large scales, ` < 50. However, since the main contribution to the CMB anisotroies is induced at horizon crossing, x = (see below) the above relations cannot be translated directly and we can just learn that one exects, in general, contributions of the same order of magnitude from scalar, vector and tensor erturbations. Finally, we want to discuss in some detail the CMB anisotroies induced from scalar erturbations. In this case, the gravitational erturbation equations (see e.g. [9,20]) imly + = 2f : (35) Esecially, if has a white noise sectrum due to 'comensation' [2], this leads to a k 4 sectrum for and for the combination which enters in Eq. (36). This nding is in contradiction with [6,7], which redict a white noise sectrum for, but it is not in con- ict with the Harrison Zel'dovich sectrum of CMB uctuations which has been obtained numerically in [3{5]. This can be seen by the following simle argument: Since toological defects decay inside the horizon, the Bardeen otentials on sub-horizon scales are dominated by the contribution from dark matter and thus roughly constant. The integrated Sachs Wolfe term then contributes only u to horizon scales. Therefore, using the fact that for defect models D g and V are much smaller than the Bardeen otentials on suer-horizon scales (see [2]), we obtain (T=T)`(k)j SW ( )(k; x dec )j`(x 0 x dec ) + Z x dec ( 0 0 )(k; x)j`(x 0 x)dx ; (36) where x = kt and rime stands for derivative w.r.t. x. The lower boundary of the integrated term roughly cancels the ordinary Sachs Wolfe contribution and the uer boundary leads, to hj(t=t)`(k)j 2 ij SW 2 k [3F 5() + 4F 3 2 () + F 3 ()]j 2` (x 0 ) ; (37) a Harrison-Zel'dovich sectrum. The main ingredients for this result are the decay of the sources inside the horizon as well as scaling, the rest follows for urely dimensional reasons. IV. CONCLUSIONS In this aer, we outline a rocedure to investigate causal scaling seed erturbations. We show, that the large number of seed correlations, which determine fully the induced ower sectra of dark matter and CMB hotons, can be cast in only ve analytic functions with certain well dened roerties. We schematically estimate the large scale CMB anisotroies induced. However, we are convinced that the relative amlitudes of large scale CMB anisotroies and the acoustic eaks as well as the dark matter ower sectrum deend on details of the model and thus scaling causal seeds cannot be ruled out from studies of secic models. This nding is also con- rmed in [3]. Our work is just the beginning of a rogram to be carried out which goes in dierent directions and to which we invite researchers in the eld to articiate. Some of the questions which should be exlored are the following: Are there further general restrictions for the correlation functions which have not been mentioned here? Given the functions F to F 5 what is the exact exression for the C`'s and the dark matter ower sectrum? What are good aroximations? Are there simle conditions which the functions F to F 5 have to satisfy in order to lead to ower sectra which are in agreement with data. Are there hysically lausible causal scaling seed models other than toological defects? Acknowledgment This work is artially suorted by the Swiss NSF. Numerical simulations have been erformed at the Centro Svizzero di Calcolo Scientico (CSCS). It is a leasure to thank P. Ferreira, M. Sakellariadou and N. Deruelle for stimulating discussions. [] J.M. Bardeen, P.J. Steinhardt and M.S. Turner Phys. Rev. D28, 679 (983). [2] T.W.B. Kibble, J. Phys. A9, 387 (976). [3] U. Pen, D. Sergel and N. Turok, Phys. Rev. D49, 692 (994). [4] R. Durrer and Z. Zhou, Phys. Rev. D53, 5394 (996). [5] B. Allen at al., \Large Angular Scale CMB Anisotroy Induced by Cosmic Strings", astro-h/ (996). 5
6 [6] R. Durrer, in Proceedings of the Worksho on Toological Defects in Cosmology, astro-h/ (997). [7] W. Hu, N. Sugiyama and J. Silk Nature 386, 37 (995). [8] M. Tegmark and A. Hamilton, astro-h/ and refs. therein. [9] B. Allen, R.R. Caldwell, S. Dodelson, L. Knox E.P.S. Shellard and A. Stebbins, rerint archived under astroh/ (997). [0] A. Albrecht, R.A. Battye and J. Robinson, \The case against scaling defect models of cosmic structure formation", rerint archived under astro-h/ (997). [] R. Durrer, A. Gangui and M. Sakellariadou, Phys. Rev. Lett. 76, 579 (996). [2] U. Pen, U. Seljak and N. Turok, \Power Sectra in Global Defect Theories of Cosmic Structure Formation", astroh/ (997). [3] R. Durrer, M. Kunz, C. Lineweaver and M. Sakellariadou, rerint archived under astro-h/ (997). [4] N. Turok and D. Sergel Phys. Rev. Lett. 66, 3093 (99). [5] M. Kunz and R. Durrer, Phys. Rev. D55, 456 (997). [6] J. Magueijo, A. Albrecht, P. Ferreira and D. Coulson Phys. Rev. D54, 3727 (996). [7] W. Hu. D.N. Sergel and M. White, Phys. Rev. D55, 3288 (997). [8] N. Deruelle, D. Langlois and J.P. Uzan, \Cosmological Perturbations seeded by Toological Defects", rerint archived under gr-qc/ (997). [9] R. Durrer, Phys. Rev. D42, 2533 (990). [20] R. Durrer, Fund. of Cosmic Physics 5, 209 (994). [2] R. Durrer and M. Sakellariadou, Phys. Rev. D56, 4480 (997). 6
Abstract. We perform a perturbative QCD analysis of the quark transverse momentum
BIHEP-TH-96-09 The erturbative ion-hoton transition form factors with transverse momentum corrections Fu-Guang Cao, Tao Huang, and Bo-Qiang Ma CCAST (World Laboratory), P.O.Box 8730, Beijing 100080, China
More informationTheory and Numerics of Gravitational Waves from Preheating after Inflation
Smith ScholarWorks Physics: Faculty Publications Physics 12-28-2007 Theory and Numerics of Gravitational Waves from Preheating after Inflation Jean-François Dufaux University of Toronto Amanda Bergman
More informationarxiv:cond-mat/ v2 25 Sep 2002
Energy fluctuations at the multicritical oint in two-dimensional sin glasses arxiv:cond-mat/0207694 v2 25 Se 2002 1. Introduction Hidetoshi Nishimori, Cyril Falvo and Yukiyasu Ozeki Deartment of Physics,
More informationCorrespondence Between Fractal-Wavelet. Transforms and Iterated Function Systems. With Grey Level Maps. F. Mendivil and E.R.
1 Corresondence Between Fractal-Wavelet Transforms and Iterated Function Systems With Grey Level Mas F. Mendivil and E.R. Vrscay Deartment of Alied Mathematics Faculty of Mathematics University of Waterloo
More informationContribution of the cosmological constant to the relativistic bending of light revisited
PHYSICAL REVIEW D 76, 043006 (007) Contribution of the cosmological constant to the relativistic bending of light revisited Wolfgang Rindler and Mustaha Ishak* Deartment of Physics, The University of Texas
More informationNONRELATIVISTIC STRONG-FIELD APPROXIMATION (SFA)
NONRELATIVISTIC STRONG-FIELD APPROXIMATION (SFA) Note: SFA will automatically be taken to mean Coulomb gauge (relativistic or non-diole) or VG (nonrelativistic, diole-aroximation). If LG is intended (rarely),
More informationFeedback-error control
Chater 4 Feedback-error control 4.1 Introduction This chater exlains the feedback-error (FBE) control scheme originally described by Kawato [, 87, 8]. FBE is a widely used neural network based controller
More informationExact Solutions in Finite Compressible Elasticity via the Complementary Energy Function
Exact Solutions in Finite Comressible Elasticity via the Comlementary Energy Function Francis Rooney Deartment of Mathematics University of Wisconsin Madison, USA Sean Eberhard Mathematical Institute,
More informationastro-ph/ Oct 93
CfPA-TH-93-36 THE SMALL SCALE INTEGRATED SACHS-WOLFE EFFECT y Wayne Hu 1 and Naoshi Sugiyama 1;2 1 Departments of Astronomy and Physics University of California, Berkeley, California 94720 astro-ph/9310046
More informationCMB Polarization in Einstein-Aether Theory
CMB Polarization in Einstein-Aether Theory Masahiro Nakashima (The Univ. of Tokyo, RESCEU) With Tsutomu Kobayashi (RESCEU) COSMO/CosPa 2010 Introduction Two Big Mysteries of Cosmology Dark Energy & Dark
More information(3) Primitive Quantum Theory of Gravity. Solutions of the HJ equation may be interpreted as the lowest order contribution to the wavefunctional for an
THE ROLE OF TIME IN PHYSICAL COSMOLOGY D.S. SALOPEK Department of Physics, University of Alberta, Edmonton, Canada T6G 2J1 Abstract Recent advances in observational cosmology are changing the way we view
More informationgr-qc/ Sep 1995
DAMTP R95/45 On the Evolution of Scalar Metric Perturbations in an Inationary Cosmology R. R. Caldwell University of Cambridge, D.A.M.T.P. Silver Street, Cambridge CB3 9EW, U.K. email: R.R.Caldwell@amtp.cam.ac.uk
More information4 Evolution of density perturbations
Spring term 2014: Dark Matter lecture 3/9 Torsten Bringmann (torsten.bringmann@fys.uio.no) reading: Weinberg, chapters 5-8 4 Evolution of density perturbations 4.1 Statistical description The cosmological
More informationElementary Analysis in Q p
Elementary Analysis in Q Hannah Hutter, May Szedlák, Phili Wirth November 17, 2011 This reort follows very closely the book of Svetlana Katok 1. 1 Sequences and Series In this section we will see some
More informationFeynman Diagrams of the Standard Model Sedigheh Jowzaee
tglied der Helmholtz-Gemeinschaft Feynman Diagrams of the Standard Model Sedigheh Jowzaee PhD Seminar, 5 July 01 Outlook Introduction to the standard model Basic information Feynman diagram Feynman rules
More informationApproximating min-max k-clustering
Aroximating min-max k-clustering Asaf Levin July 24, 2007 Abstract We consider the roblems of set artitioning into k clusters with minimum total cost and minimum of the maximum cost of a cluster. The cost
More informationOn the relationship between sound intensity and wave impedance
Buenos Aires 5 to 9 Setember, 16 Acoustics for the 1 st Century PROCEEDINGS of the nd International Congress on Acoustics Sound Intensity and Inverse Methods in Acoustics: Paer ICA16-198 On the relationshi
More informationArticle. Reference. Seeds of large-scale anisotropy in string cosmology. DURRER, Ruth, et al.
Article Seeds of large-scale anisotropy in string cosmology DURRER, Ruth, et al. Abstract Pre-big bang cosmology predicts tiny first-order dilaton and metric perturbations at very large scales. Here we
More informationSpectral Properties of Schrödinger-type Operators and Large-time Behavior of the Solutions to the Corresponding Wave Equation
Math. Model. Nat. Phenom. Vol. 8, No., 23,. 27 24 DOI:.5/mmn/2386 Sectral Proerties of Schrödinger-tye Oerators and Large-time Behavior of the Solutions to the Corresonding Wave Equation A.G. Ramm Deartment
More informationPrinciples of Computed Tomography (CT)
Page 298 Princiles of Comuted Tomograhy (CT) The theoretical foundation of CT dates back to Johann Radon, a mathematician from Vienna who derived a method in 1907 for rojecting a 2-D object along arallel
More informationBianchi Type IX Magnetized Bulk Viscous String Cosmological Model in General Relativity
4 Theoretical Physics, Vol., No., March 07 htts://dx.doi.org/0.606/t.07.003 ianchi Tye IX Magnetized ulk Viscous String Cosmological Model in General Relativity V. G. Mete, V. D. Elkar, V.S. Deshmukh 3
More informationMSSM Braneworld Inflation
Adv. Studies Theor. Phys., Vol. 8, 2014, no. 6, 277-283 HIKARI Ltd, www.m-hikari.com htt://dx.doi.org/10.12988/ast.2014.417 MSSM Braneworld Inflation M. Naciri 1, A. Safsafi 2, R. Zarrouki 2 and M. Bennai
More informationFE FORMULATIONS FOR PLASTICITY
G These slides are designed based on the book: Finite Elements in Plasticity Theory and Practice, D.R.J. Owen and E. Hinton, 1970, Pineridge Press Ltd., Swansea, UK. 1 Course Content: A INTRODUCTION AND
More informationThe Once and Future CMB
The Once and Future CMB DOE, Jan. 2002 Wayne Hu The On(c)e Ring Original Power Spectra of Maps 64º Band Filtered Ringing in the New Cosmology Gravitational Ringing Potential wells = inflationary seeds
More informationUniformly best wavenumber approximations by spatial central difference operators: An initial investigation
Uniformly best wavenumber aroximations by satial central difference oerators: An initial investigation Vitor Linders and Jan Nordström Abstract A characterisation theorem for best uniform wavenumber aroximations
More informationPHYSICAL REVIEW LETTERS
PHYSICAL REVIEW LETTERS VOLUME 81 20 JULY 1998 NUMBER 3 Searated-Path Ramsey Atom Interferometer P. D. Featonby, G. S. Summy, C. L. Webb, R. M. Godun, M. K. Oberthaler, A. C. Wilson, C. J. Foot, and K.
More informationTPR Equal-Time Hierarchies for Quantum Transport Theory Pengfei Zhuang Gesellschaft fur Schwerionenforschung, Theory Group, P.O.Box , D-64
TPR-96-5 Equal-Time Hierarchies for Quantum Transort Theory Pengfei Zhuang Gesellschaft fur Schwerionenforschung, Theory Grou, P.O.Box 055, D-640 Darmstadt, Germany Ulrich Heinz Institut fur Theoretische
More informationANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM
ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM JOHN BINDER Abstract. In this aer, we rove Dirichlet s theorem that, given any air h, k with h, k) =, there are infinitely many rime numbers congruent to
More informationA Note on Massless Quantum Free Scalar Fields. with Negative Energy Density
Adv. Studies Theor. Phys., Vol. 7, 13, no. 1, 549 554 HIKARI Ltd, www.m-hikari.com A Note on Massless Quantum Free Scalar Fields with Negative Energy Density M. A. Grado-Caffaro and M. Grado-Caffaro Scientific
More informationEquivalence of Wilson actions
Prog. Theor. Ex. Phys. 05, 03B0 7 ages DOI: 0.093/te/tv30 Equivalence of Wilson actions Physics Deartment, Kobe University, Kobe 657-850, Jaan E-mail: hsonoda@kobe-u.ac.j Received June 6, 05; Revised August
More informationSimplifications to Conservation Equations
Chater 5 Simlifications to Conservation Equations 5.1 Steady Flow If fluid roerties at a oint in a field do not change with time, then they are a function of sace only. They are reresented by: ϕ = ϕq 1,
More informationSolution sheet ξi ξ < ξ i+1 0 otherwise ξ ξ i N i,p 1 (ξ) + where 0 0
Advanced Finite Elements MA5337 - WS7/8 Solution sheet This exercise sheets deals with B-slines and NURBS, which are the basis of isogeometric analysis as they will later relace the olynomial ansatz-functions
More informationModern Cosmology / Scott Dodelson Contents
Modern Cosmology / Scott Dodelson Contents The Standard Model and Beyond p. 1 The Expanding Universe p. 1 The Hubble Diagram p. 7 Big Bang Nucleosynthesis p. 9 The Cosmic Microwave Background p. 13 Beyond
More informationThe Second Law: The Machinery
The Second Law: The Machinery Chater 5 of Atkins: The Second Law: The Concets Sections 3.7-3.9 8th Ed, 3.3 9th Ed; 3.4 10 Ed.; 3E 11th Ed. Combining First and Second Laws Proerties of the Internal Energy
More informationNumerical Linear Algebra
Numerical Linear Algebra Numerous alications in statistics, articularly in the fitting of linear models. Notation and conventions: Elements of a matrix A are denoted by a ij, where i indexes the rows and
More informationInflationary Cosmology and Alternatives
Inflationary Cosmology and Alternatives V.A. Rubakov Institute for Nuclear Research of the Russian Academy of Sciences, Moscow and Department of paricle Physics abd Cosmology Physics Faculty Moscow State
More informationStatics and dynamics: some elementary concepts
1 Statics and dynamics: some elementary concets Dynamics is the study of the movement through time of variables such as heartbeat, temerature, secies oulation, voltage, roduction, emloyment, rices and
More informationMorten Frydenberg Section for Biostatistics Version :Friday, 05 September 2014
Morten Frydenberg Section for Biostatistics Version :Friday, 05 Setember 204 All models are aroximations! The best model does not exist! Comlicated models needs a lot of data. lower your ambitions or get
More informationA Simple Weight Decay Can Improve. Abstract. It has been observed in numerical simulations that a weight decay can improve
In Advances in Neural Information Processing Systems 4, J.E. Moody, S.J. Hanson and R.P. Limann, eds. Morgan Kaumann Publishers, San Mateo CA, 1995,. 950{957. A Simle Weight Decay Can Imrove Generalization
More informationrate~ If no additional source of holes were present, the excess
DIFFUSION OF CARRIERS Diffusion currents are resent in semiconductor devices which generate a satially non-uniform distribution of carriers. The most imortant examles are the -n junction and the biolar
More informationThe oerators a and a obey the commutation relation Proof: [a a ] = (7) aa ; a a = ((q~ i~)(q~ ; i~) ; ( q~ ; i~)(q~ i~)) = i ( ~q~ ; q~~) = (8) As a s
They can b e used to exress q, and H as follows: 8.54: Many-body henomena in condensed matter and atomic hysics Last modied: Setember 4, 3 Lecture. Coherent States. We start the course with the discussion
More informationBoundary Layer Approximate Approximations and Cubature of. Potentials in Domains
Boundary Layer Aroximate Aroximations and Cubature of Potentials in Domains Tjavdar Ivanov 1, Vladimir Maz'ya 1, Gunther Schmidt 2 1991 Mathematics Subject Classication. 65D32, 65D15, 65N38. Keywords.
More information2 K. ENTACHER 2 Generalized Haar function systems In the following we x an arbitrary integer base b 2. For the notations and denitions of generalized
BIT 38 :2 (998), 283{292. QUASI-MONTE CARLO METHODS FOR NUMERICAL INTEGRATION OF MULTIVARIATE HAAR SERIES II KARL ENTACHER y Deartment of Mathematics, University of Salzburg, Hellbrunnerstr. 34 A-52 Salzburg,
More informationDimensional perturbation theory for Regge poles
Dimensional erturbation theory for Regge oles Timothy C. Germann Deartment of Chemistry, University of California, Berkeley, California 94720 Sabre Kais Deartment of Chemistry, Purdue University, West
More informationpp physics, RWTH, WS 2003/04, T.Hebbeker
1. PP TH 03/04 Accelerators and Detectors 1 hysics, RWTH, WS 2003/04, T.Hebbeker 2003-12-03 1. Accelerators and Detectors In the following, we concentrate on the three machines SPS, Tevatron and LHC with
More informationTowards understanding the Lorenz curve using the Uniform distribution. Chris J. Stephens. Newcastle City Council, Newcastle upon Tyne, UK
Towards understanding the Lorenz curve using the Uniform distribution Chris J. Stehens Newcastle City Council, Newcastle uon Tyne, UK (For the Gini-Lorenz Conference, University of Siena, Italy, May 2005)
More informationarxiv: v1 [nucl-th] 19 Feb 2018
for the KNN bound-state search in the J-PARC E15 exeriment arxiv:1802.06781v1 [nucl-th] 19 Feb 2018 Advanced Science Research Center, Jaan Atomic Energy Agency, Shirakata, Tokai, Ibaraki, 319-1195, Jaan
More informationQuantum Creation of an Open Inflationary Universe
Quantum Creation of an Oen Inflationary Universe Andrei Linde Deartment of Physics, Stanford University, Stanford, CA 9305, USA (May 6, 1998) We discuss a dramatic difference between the descrition of
More informationTevian Dray 1. Robin W. Tucker. ABSTRACT
25 January 1995 gr-qc/9501034 BOUNDARY CONDITIONS FOR THE SCALAR FIELD IN THE PRESENCE OF SIGNATURE CHANGE PostScrit rocessed by the SLAC/DESY Libraries on 26 Jan 1995. GR-QC-9501034 Tevian Dray 1 School
More information2.9 Dirac Notation Vectors ji that are orthonormal hk ji = k,j span a vector space and express the identity operator I of the space as (1.
14 Fourier Series 2.9 Dirac Notation Vectors ji that are orthonormal hk ji k,j san a vector sace and exress the identity oerator I of the sace as (1.132) I NX jihj. (2.99) Multilying from the right by
More informationIntroduction to Group Theory Note 1
Introduction to Grou Theory Note July 7, 009 Contents INTRODUCTION. Examles OF Symmetry Grous in Physics................................. ELEMENT OF GROUP THEORY. De nition of Grou................................................
More informationKey: cosmological perturbations. With the LHC, we hope to be able to go up to temperatures T 100 GeV, age t second
Lecture 3 With Big Bang nucleosynthesis theory and observations we are confident of the theory of the early Universe at temperatures up to T 1 MeV, age t 1 second With the LHC, we hope to be able to go
More informationS r in unit of R
International Journal of Modern Physics D fc World Scientific Publishing Comany A CORE-ENVELOPE MODEL OF COMPACT STARS B. C. Paul Λ Physics Deartment, North Bengal University Dist : Darjeeling, Pin : 734430,
More informationA SIMPLE PLASTICITY MODEL FOR PREDICTING TRANSVERSE COMPOSITE RESPONSE AND FAILURE
THE 19 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS A SIMPLE PLASTICITY MODEL FOR PREDICTING TRANSVERSE COMPOSITE RESPONSE AND FAILURE K.W. Gan*, M.R. Wisnom, S.R. Hallett, G. Allegri Advanced Comosites
More informationChapter 6. Thermodynamics and the Equations of Motion
Chater 6 hermodynamics and the Equations of Motion 6.1 he first law of thermodynamics for a fluid and the equation of state. We noted in chater 4 that the full formulation of the equations of motion required
More informationMATH 2710: NOTES FOR ANALYSIS
MATH 270: NOTES FOR ANALYSIS The main ideas we will learn from analysis center around the idea of a limit. Limits occurs in several settings. We will start with finite limits of sequences, then cover infinite
More informationNUMERICAL AND THEORETICAL INVESTIGATIONS ON DETONATION- INERT CONFINEMENT INTERACTIONS
NUMERICAL AND THEORETICAL INVESTIGATIONS ON DETONATION- INERT CONFINEMENT INTERACTIONS Tariq D. Aslam and John B. Bdzil Los Alamos National Laboratory Los Alamos, NM 87545 hone: 1-55-667-1367, fax: 1-55-667-6372
More information/95 $ $.25 per page
Fields Institute Communications Volume 00, 0000 McGill/95-40 gr-qc/950063 Two-Dimensional Dilaton Black Holes Guy Michaud and Robert C. Myers Department of Physics, McGill University Montreal, Quebec,
More informationThe non-stochastic multi-armed bandit problem
Submitted for journal ublication. The non-stochastic multi-armed bandit roblem Peter Auer Institute for Theoretical Comuter Science Graz University of Technology A-8010 Graz (Austria) auer@igi.tu-graz.ac.at
More informationThe Quark-Parton Model
The Quark-Parton Model Before uarks and gluons were generally acceted Feynman roosed that the roton was made u of oint-like constituents artons Both Bjorken Scaling and the Callan-Gross relationshi can
More informationConvex Optimization methods for Computing Channel Capacity
Convex Otimization methods for Comuting Channel Caacity Abhishek Sinha Laboratory for Information and Decision Systems (LIDS), MIT sinhaa@mit.edu May 15, 2014 We consider a classical comutational roblem
More informationObservational evidence and cosmological constant. Kazuya Koyama University of Portsmouth
Observational evidence and cosmological constant Kazuya Koyama University of Portsmouth Basic assumptions (1) Isotropy and homogeneity Isotropy CMB fluctuation ESA Planck T 5 10 T Homogeneity galaxy distribution
More informationTime(sec)
Title: Estimating v v s ratio from converted waves: a 4C case examle Xiang-Yang Li 1, Jianxin Yuan 1;2,Anton Ziolkowski 2 and Floris Strijbos 3 1 British Geological Survey, Scotland, UK 2 University of
More informationγ, Z, W γ, Z, W q, q q, q
DESY 95-135 ISSN 0418-9833 July 1995 HIGGS BOSON PRODUCTION AND EAK BOSON STRUCTURE ojciech S LOMI NSKI and Jerzy SZED Institute of Comuter Science, Jagellonian University, Reymonta 4, 30-059 Krakow, Poland
More informationModeling High-Energy Gamma-Rays from the Fermi Bubbles
Modeling High-Energy Gamma-Rays from the Fermi Bubbles Megan Slettstoesser SLAC-TN-15-087 August 015 Abstract In 010, the Fermi Bubbles were discovered at the galactic center of the Milky Way. These giant
More information%(*)= E A i* eiujt > (!) 3=~N/2
CHAPTER 58 Estimating Incident and Reflected Wave Fields Using an Arbitrary Number of Wave Gauges J.A. Zelt* A.M. ASCE and James E. Skjelbreia t A.M. ASCE 1 Abstract A method based on linear wave theory
More informationOn split sample and randomized confidence intervals for binomial proportions
On slit samle and randomized confidence intervals for binomial roortions Måns Thulin Deartment of Mathematics, Usala University arxiv:1402.6536v1 [stat.me] 26 Feb 2014 Abstract Slit samle methods have
More informationSupplementary Material: Crumpling Damaged Graphene
Sulementary Material: Crumling Damaged Grahene I.Giordanelli 1,*, M. Mendoza 1, J. S. Andrade, Jr. 1,, M. A. F. Gomes 3, and H. J. Herrmann 1, 1 ETH Zürich, Comutational Physics for Engineering Materials,
More informationOn the Square-free Numbers in Shifted Primes Zerui Tan The High School Attached to The Hunan Normal University November 29, 204 Abstract For a fixed o
On the Square-free Numbers in Shifted Primes Zerui Tan The High School Attached to The Hunan Normal University, China Advisor : Yongxing Cheng November 29, 204 Page - 504 On the Square-free Numbers in
More informationI. INTRODUCTION It is widely believed that black holes retain only very limited information about the matter that collapsed to form them. This informa
CGPG-97/7-1 Black Holes with Short Hair J. David Brown and Viqar Husain y y Center for Gravitational Physics and Geometry, Department of Physics, Pennsylvania State University, University Park, PA 16802-6300,
More informationFactors Effect on the Saturation Parameter S and there Influences on the Gain Behavior of Ytterbium Doped Fiber Amplifier
Australian Journal of Basic and Alied Sciences, 5(12): 2010-2020, 2011 ISSN 1991-8178 Factors Effect on the Saturation Parameter S and there Influences on the Gain Behavior of Ytterbium Doed Fiber Amlifier
More informationLecture 2. - Power spectrum of gravitational anisotropy - Temperature anisotropy from sound waves
Lecture 2 - Power spectrum of gravitational anisotropy - Temperature anisotropy from sound waves Bennett et al. (1996) COBE 4-year Power Spectrum The SW formula allows us to determine the 3d power spectrum
More informationBeam-Beam Stability in Electron-Positron Storage Rings
Beam-Beam Stability in Electron-Positron Storage Rings Bjoern S. Schmekel, Joseh T. Rogers Cornell University, Deartment of Physics, Ithaca, New York 4853, USA Abstract At the interaction oint of a storage
More informationAn Improved Calibration Method for a Chopped Pyrgeometer
96 JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY VOLUME 17 An Imroved Calibration Method for a Choed Pyrgeometer FRIEDRICH FERGG OtoLab, Ingenieurbüro, Munich, Germany PETER WENDLING Deutsches Forschungszentrum
More informationNational Accelerator Laboratory
Fermi National Accelerator Laboratory FERMILAB-Conf-97/133-A On the Computation of CMBR Anisotropies from Simulations of opological Defects A. Stebbins and S. Dodelson Fermi National Accelerator Laboratory
More informationOn Gravity Waves on the Surface of Tangential Discontinuity
Alied Physics Research; Vol. 6, No. ; 4 ISSN 96-9639 E-ISSN 96-9647 Published by anadian enter of Science and Education On Gravity Waves on the Surface of Tangential Discontinuity V. G. Kirtskhalia I.
More informationarxiv: v1 [nucl-ex] 28 Sep 2009
Raidity losses in heavy-ion collisions from AGS to RHIC energies arxiv:99.546v1 [nucl-ex] 28 Se 29 1. Introduction F. C. Zhou 1,2, Z. B. Yin 1,2 and D. C. Zhou 1,2 1 Institute of Particle Physics, Huazhong
More informationSession 5: Review of Classical Astrodynamics
Session 5: Review of Classical Astrodynamics In revious lectures we described in detail the rocess to find the otimal secific imulse for a articular situation. Among the mission requirements that serve
More informationChapter 1 Fundamentals
Chater Fundamentals. Overview of Thermodynamics Industrial Revolution brought in large scale automation of many tedious tasks which were earlier being erformed through manual or animal labour. Inventors
More informationUse of Transformations and the Repeated Statement in PROC GLM in SAS Ed Stanek
Use of Transformations and the Reeated Statement in PROC GLM in SAS Ed Stanek Introduction We describe how the Reeated Statement in PROC GLM in SAS transforms the data to rovide tests of hyotheses of interest.
More informationjf 00 (x)j ds (x) = [1 + (f 0 (x)) 2 ] 3=2 (t) = jjr0 (t) r 00 (t)jj jjr 0 (t)jj 3
M73Q Multivariable Calculus Fall 7 Review Problems for Exam The formulas in the box will be rovided on the exam. (s) dt jf (x)j ds (x) [ + (f (x)) ] 3 (t) jjt (t)jj jjr (t)jj (t) jjr (t) r (t)jj jjr (t)jj
More informationThe Noise Power Ratio - Theory and ADC Testing
The Noise Power Ratio - Theory and ADC Testing FH Irons, KJ Riley, and DM Hummels Abstract This aer develos theory behind the noise ower ratio (NPR) testing of ADCs. A mid-riser formulation is used for
More informationOn the Field of a Stationary Charged Spherical Source
Volume PRORESS IN PHYSICS Aril, 009 On the Field of a Stationary Charged Sherical Source Nikias Stavroulakis Solomou 35, 533 Chalandri, reece E-mail: nikias.stavroulakis@yahoo.fr The equations of gravitation
More informationOn the Geometry of Planar Domain Walls. F. M. Paiva and Anzhong Wang y. Abstract. The Geometry of planar domain walls is studied.
On the Geometry of Planar Domain Walls F. M. Paiva and Anzhong Wang y Departmento de Astrofsica, Observatorio Nacional { CNPq, Rua General Jose Cristino 77, 091-400 Rio de Janeiro { RJ, Brazil Abstract
More information1 Introduction Asymtotic freedom has led to imortant redictions for hard inclusive hadronic rocesses in erturbative QCD. The basic tools are factoriza
UPRF-97-09 July 1997 One article cross section in the target fragmentation region: an exlicit calculation in ( 3 )6 M. Grazzini y Diartimento di Fisica, Universita di Parma and INFN, Gruo Collegato di
More informationFor q 0; 1; : : : ; `? 1, we have m 0; 1; : : : ; q? 1. The set fh j(x) : j 0; 1; ; : : : ; `? 1g forms a basis for the tness functions dened on the i
Comuting with Haar Functions Sami Khuri Deartment of Mathematics and Comuter Science San Jose State University One Washington Square San Jose, CA 9519-0103, USA khuri@juiter.sjsu.edu Fax: (40)94-500 Keywords:
More information(Workshop on Harmonic Analysis on symmetric spaces I.S.I. Bangalore : 9th July 2004) B.Sury
Is e π 163 odd or even? (Worksho on Harmonic Analysis on symmetric saces I.S.I. Bangalore : 9th July 004) B.Sury e π 163 = 653741640768743.999999999999.... The object of this talk is to exlain this amazing
More informationME scope Application Note 16
ME scoe Alication Note 16 Integration & Differentiation of FFs and Mode Shaes NOTE: The stes used in this Alication Note can be dulicated using any Package that includes the VES-36 Advanced Signal Processing
More informationarxiv:astro-ph/ v1 22 Feb 1996
Entropy Perturbations due to Cosmic Strings DAMTP-R95/58 P. P. Avelino and R. R. Caldwell University of Cambridge, D.A.M.T.P. Silver Street, Cambridge CB3 9EW, U.K. (September 15, 2018) arxiv:astro-ph/9602116v1
More informationHighly improved convergence of the coupled-wave method for TM polarization
. Lalanne and G. M. Morris Vol. 13, No. 4/Aril 1996/J. Ot. Soc. Am. A 779 Highly imroved convergence of the couled-wave method for TM olarization hilie Lalanne Institut d Otique Théorique et Aliquée, Centre
More informationShadow Computing: An Energy-Aware Fault Tolerant Computing Model
Shadow Comuting: An Energy-Aware Fault Tolerant Comuting Model Bryan Mills, Taieb Znati, Rami Melhem Deartment of Comuter Science University of Pittsburgh (bmills, znati, melhem)@cs.itt.edu Index Terms
More information1 Properties of Spherical Harmonics
Proerties of Sherical Harmonics. Reetition In the lecture the sherical harmonics Y m were introduced as the eigenfunctions of angular momentum oerators lˆz and lˆ2 in sherical coordinates. We found that
More informationChapter 2 Introductory Concepts of Wave Propagation Analysis in Structures
Chater 2 Introductory Concets of Wave Proagation Analysis in Structures Wave roagation is a transient dynamic henomenon resulting from short duration loading. Such transient loadings have high frequency
More informationChapter 3. GMM: Selected Topics
Chater 3. GMM: Selected oics Contents Otimal Instruments. he issue of interest..............................2 Otimal Instruments under the i:i:d: assumtion..............2. he basic result............................2.2
More informationastro-ph/ Mar 94
AXION STRING CONSTRAINTS R. A. Battye and E. P. S. Shellard Department of Applied Mathematics and Theoretical Physics University of Cambridge Silver Street, Cambridge CB3 9EW, U.K. * Abstract astro-ph/9403018
More informationOn the elasticity of transverse isotropic soft tissues (L)
J_ID: JAS DOI: 10.1121/1.3559681 Date: 17-March-11 Stage: Page: 1 Total Pages: 5 ID: 3b2server Time: 12:24 I Path: //xinchnasjn/aip/3b2/jas#/vol00000/110099/appfile/ai-jas#110099 1 2 3 4 5 6 7 AQ18 9 10
More information8.7 Associated and Non-associated Flow Rules
8.7 Associated and Non-associated Flow Rules Recall the Levy-Mises flow rule, Eqn. 8.4., d ds (8.7.) The lastic multilier can be determined from the hardening rule. Given the hardening rule one can more
More information4. Score normalization technical details We now discuss the technical details of the score normalization method.
SMT SCORING SYSTEM This document describes the scoring system for the Stanford Math Tournament We begin by giving an overview of the changes to scoring and a non-technical descrition of the scoring rules
More informationPhysics Spring Week 6 INFLATION
Physics 224 - Spring 2010 Week 6 INFLATION Joel Primack University of California, Santa Cruz Why do cosmic topological defects form? If cosmic strings or other topological defects can form at a cosmological
More informationε(ω,k) =1 ω = ω'+kv (5) ω'= e2 n 2 < 0, where f is the particle distribution function and v p f v p = 0 then f v = 0. For a real f (v) v ω (kv T
High High Power Power Laser Laser Programme Programme Theory Theory and Comutation and Asects of electron acoustic wave hysics in laser backscatter N J Sircombe, T D Arber Deartment of Physics, University
More information