Magnetic multipole moments (Gauss coefficients) and vector potential given by an arbitrary current distribution

Size: px
Start display at page:

Download "Magnetic multipole moments (Gauss coefficients) and vector potential given by an arbitrary current distribution"

Transcription

1 RESEARCH NEWS Earth Planets Space, 63, i vi, 0 Magnetic ultipole oents (Gauss coefficients) and vector potential given by an arbitrary current distribution F. J. Lowes and B. Duka School of Cheistry, Newcastle University, Newcastle Upon Tyne, NE 7RU, U.K. Departent of Physics, Faculty of Natural Sciences, Tirana University, Albania (Received Noveber 5, 009; Revised Deceber 7, 00; Accepted August 4, 0; Online published February, 0) Until recently there has been nothing in the geoagnetic literature giving the Gauss coefficients (equivalent to agnetic ultipole oents) for the agnetic scalar potential produced outside a finite-sized region of electric current. Nor has there been an expression for the corresponding agnetic vector potential. This paper presents a siple expression for the Gauss coefficients in ters of a volue integral over the current, and also a series expansion of the vector potential in ters of these coefficients. We show how our result is related to the classical expressions for the scalar potential given by a spherical current sheet, and to the results of the recent papers by Engels and Olsen (998), Stup and Pollack (998) and Kazantsev (999). Key words: Gauss coefficients, agnetic field, agnetic scalar potential, ultipole oents, spherical haronics, vector potential, vector spherical haronics.. Introduction In considering the ain geoagnetic field outside the Earth, ost workers specify the field by its scalar potential expanded in ters of spherical haronics, and the corresponding Gauss coefficients, which are scaled versions of the classical ultipole oents. There is a siilar approach in electrostatics, and any classical texts show how to calculate these oents by integrating over the electric charges (or the equivalent agnetic onopoles) that are the source of the field. However the source of the ain geoagnetic field is not onopoles but electric currents, and there did not appear to be in the literature general expressions for calculating the oents (higher than the dipole) by integrating over the current syste. Nor were there readily available expressions for the equivalent vector potential distribution. The present paper derives explicit expressions for the Gauss coefficients as integrals over an arbitrary current distribution. It also presents the vector potential analogue of the scalar spherical haronics, and relates the oents in the two approaches. It copares our results with those of previous workers in a consistent notation. As is usual, we assue that the source current density J is varying so slowly in tie that we can assue that div J = 0. We are concerned only with real current density, so ignore the effect of any agnetisation. The rest of this Introduction presents the basic ideas of agnetic scalar and vector potentials, and of toroidal and poloidal fields.. Magnetic scalar potential, poles and ultipoles If the sources of agnetic field are within a liited region V, then outside this source region we have curl H = 0, Copyright c The Society of Geoagnetis and Earth, Planetary and Space Sciences (SGEPSS); The Seisological Society of Japan; The Volcanological Society of Japan; The Geodetic Society of Japan; The Japanese Society for Planetary Sciences; TERRAPUB. doi:0.5047/eps so the resulting agnetic field at the field point r can be expressed as the gradient of a scalar potential, H(r) = grad φ(r). () In the external region we also have div B = div(µh) = 0, so in a region of constant pereability µ the potential φ is a solution of the Laplace equation φ = 0. If the source is a single agnetic pole of strength p (a fictitious, but useful, analogue of an electric charge) at the origin, then we have φ = p/r = oent (0) /r = M (0) /r, () where the choice of notation, degree l = 0, will be explained later. If we have two poles of strength +p and p, centred at the origin but displaced fro each other along the z-axis by a distance δz, the resulting potential is approxiately φ = ( pδz/) (/r)/ z = (pδz/)(z/r 3 ). (3) If we keep the product pδz constant at the value M z () as we go to the liit δz 0, we have a (fictitious) degree point-dipole source for which the external potential is φ = M () z (z/r 3 ) = M () z (cos θ/r ). (4) Siilarly, taking two z-axis dipoles of opposite sign displaced along the x-axis would give a zx-quadrupole. In general, a degree l ultipole has a oent M (l) involving l factors of displaceent, and potential falling off with distance as /r l+ ; an arbitrary degree l ultipole can be specified in ters of (l + ) independent oents.. Scalar potential of a distributed source If the source is a distribution having agnetic pole density ρ(s) at source point s then at the field point r Eq. () i

2 ii F. J. LOWES AND B. DUKA: MAGNETIC MULTIPOLE MOMENTS generalises to φ(r) = ρ(s) dv(s), (5) r s where the integration is over the source region. It is convenient if (5) can be expressed in the for φ(r) = M i R i (r) (6) where the M i are oents that depend only on the source, i.e. on the distribution of ρ(s), and the R i (r) are functions that depend only on the position r of the field point; we will see that this corresponds to replacing the actual source distribution ρ(s) by a series of (fictitious) point ultipole sources, all at the origin. (Note that if we choose to easure r fro a different origin, then in general the oents M i will change; only the first non-zero oent is independent of the choice of origin see e.g. Raab and De Lange, 005, section.7.) Provided we are content to restrict the field point to being outside a sphere that contains all the sources (so that r > s ax ), we can do this by expanding / r s as a power series in s. The successive degree l = 0,,,... ters in this series lead to oents that are integrals over the source in which the source density ρ(s) is (in effect) weighted by s l, and the spatial function R i (r) decays with distance as /r (l+). However there are several possible choices of power series, and different choices lead to different selections and nubers of oents. We will use the spherical haronic addition theore for s < r, r s = r i ) l l Sl (θ r,λ r )Sl (θ s,λ s ). (7) r l=0 = l (Throughout our paper we use real Sl, and Schidt seinoralised Pl (cos θ), with Sl (θ, λ) = Pl (cos θ)cos λ for positive, and Sl (θ, λ) = P l (cos θ)sin λ for negative. These Sl (θ, λ) have ean-square value over the sphere of /(l + ).) This gives φ(r) = r l, l+ S l (θ r,λ r ) s l Sl (θ s,λ s )ρ(s)dv = Rl (r)ml (8) l, where the spatial functions Rl (r) are the haronic functions (orthogonal over the sphere) Rl (r,θ r,λ r ) = r l+ S l (θ r,λ r ), (9) and the oents Ml are given by Ml = s l Sl (θ s,λ s )ρ(s)dv. (0) The volue integral is to be taken over the whole source region, and (8) is convergent outside the sphere r = s ax that circuscribes the source region. Successive ters of (8) correspond to the potential of a pole (l = 0), three dipoles (l = ), five quadrupoles (l = ), etc. at the origin. (In our agnetic case there are no real onopoles, and the series starts with the dipole, l =, ters.) In the integral of (0), if the volue eleent dv is put in the for ds da, the volue integral can be organised into a succession of surface integrals over thin spherical shells of thickness ds, followed by integration over radius. This gives Ml = s l ds ρ(s)sl (θ, λ)da s s A = s l+ ds ρ(s,θ,λ)s l (θ, λ)d. () (Integrations are always only over the source region, and potentials are expressed only in the external region, so fro now on the subscripts s and r will be oitted.) The integration over is just a surface haronic analysis giving the (l, ) contribution fro that radius. So if at radius s the source density variation is we have and hence ρ(s,θ,λ)= l, ρ l (s) = l + Ml = l + ρ l (s)s l (θ, λ) () ρ(s,θ,λ)s l (θ, λ)d (3) ρ l (s)s l+ ds. (4) Algebraically (0) and (4) are the sae whatever the shape of the real source volue; if this is not spherical ρ(s) is siply put to zero as necessary when aking the surface haronic analysis. (There ight of course be arithetic probles in the surface haronic analysis if ρ(s) is large next to a boundary.) Using this spherical haronic approach has the advantage that for a given degree l the series autoatically produces the correct nuber (l + ) of independent functions R l (r) (orthogonal over spherical surfaces) and corresponding oents. Alternatively, if / r s is expanded using a Cartesian approach, this leads to ters ost easily expressed using tensor notation (see e.g. Raab and De Lange, 005). However, forally this leads to ore than (l + ) oents/spatial functions, but not all of these are independent (orthogonal); this redundancy is discussed in physical ters in Wikswo and Swinney (984), and in ters of traceless tensors by Raab and De Lange (005, section.6). In the context of geoagnetis, it is conventional to assue that µ = µ 0 everywhere, and to include a factor of µ 0 in the definition of a different potential ψ, giving B = grad ψ and ψ = 0. (5) It is also conventional to introduce a reference radius a,and to scale the oents M l and spatial functions R l so that each now has the sae diensions for all degrees l. In our notation the solution of (5) used in geoagnetis is ψ(r) = a l gl l= = l ( a ) l+ S r l (θ, λ); (6)

3 F. J. LOWES AND B. DUKA: MAGNETIC MULTIPOLE MOMENTS iii the gl l for negative ) are the so-called Gauss coefficients, appropriate to the reference radius a. By coparison with (8) we see that (h g l = (µ 0 /a l+ )M l. (7).3 Magnetic vector potential Of course agnetic fields are produced not by poles, but by currents, having current density say J(s). The agnetic field is then given by the Biot-Savart Law B(r) = µ 0 J(s) (r s) dv. (8) r s 3 Inside the source region the concept of scalar potential is no longer useful. We can however use the vector potential A, with B = curl A, everywhere, and the equivalent equation to (5) is then A(r) = µ 0 J(s) dv. (9) r s (When putting B = curl A, the gauge of A is not unique; we have selected the Coulob gauge (see e.g. Jackson, 975, section 6.4). However this does not affect the use of A here; see the discussion at the end of Section 4.) It is a standard result (see e.g. Gray (978, equation (6)), or Backus et al. (996, pp. 3 3) that (9) leads to (in our notation) rb r (r) = µ 0 div(s J(s))dV r s = µ 0 r s [s curl h J(s)]dV, (0) where the subscript h refers to the surface operator. Outside the source region the sae technique of expanding / r s as a series can be applied, though of course we now have to use vector algebra. For exaple, Backus et al. (996) expanded / r s using the spherical haronic approach, and by coparing the expressions for the resulting radial field ters with those given by the scalar potential (6), derived a general expression for the g l in ters of integrals involving derivatives of J(s) gl = µ 0 (l + )a l+ s l S l (θ, λ)s curl h J(s)dV; () in effect they ade a radially weighted spherical haronic analysis of s curl h J(s). However we are looking for a ethod that avoids taking derivatives of J, as this could lead to errors if J was specified nuerically. For each gl it is possible to use vector algebra, and the constraint div J = 0, to convert the integrand of () into a for using J directly. Unfortunately, working in Cartesian coponents often leads to integrands involving all three coponents J x, J y and J z ; further anipulations using div J = 0 have to be used to reduce the integrands to two coponents. For exaple for l =, we get g 0 = µ 0 z(xj a 4 y yj x )dv () g = µ 0 3 (x z )J a 4 y dv (3) g = µ 0 3 (z y )J a 4 x dv (4) g = µ 0 3 (y x )J a 4 z dv (5) g = µ 0 3 xyj a 4 z dv. (6) Another possible approach is to expand the inverse radius in (9) using a Cartesian Taylor series expansion. Converting to vector notation, we get for the quadrupole l = ter A () = µ 0 3(ˆr s) s J(s)dV. (7) r 3 Taking the curl, using considerable vector algebra, applying the constraint div A = 0 (equivalent to div J = 0), and coparing the ters with those given by the scalar potential approach, we can again obtain the expressions () to (6) above. However these are ad hoc process, only feasible for low degree ters. In Section we present a systeatic ethod for obtaining the Gauss coefficients in ters of integrals over J(s) itself, and the corresponding series expansion for the vector potential. In Section 3 we briefly discuss other approaches and recent work, using a consistent notation..4 Toroidal and poloidal electric currents and agnetic fields When considering the effects of a current distribution in a sphere, it is coon practice to separate the toroidal current systes, which have current purely in concentric spherical surfaces and have no radial coponent, fro the poloidal current systes, which do have radial (as well as tangential) coponents); see e.g. Backus et al. (996, section 5.3). It is a standard result that toroidal currents produce only poloidal agnetic fields, both inside and outside the region of current, while poloidal current systes produce only toroidal agnetic fields, and these only inside the current region. So we know that the whole of a poloidal current syste (the su of its radial and associated tangential parts) produces no agnetic field outside the source region. But the iddle ter of (0) shows that the radial part of such a poloidal current syste gives no external field, so it follows that the tangential part ust also give no external field. Therefore it does not atter if the tangential part of any poloidal current syste is included or not in our calculation; we do not need to ake the toroidal/poloidal separation before integration. Following Engels and Olsen (998), in the source region we can put B = B tor + B pol = curl st + curl curl sp, (8) where T and P are the defining toroidal and poloidal scalar fields. This leads to the corresponding poloidal and toroidal

4 iv F. J. LOWES AND B. DUKA: MAGNETIC MULTIPOLE MOMENTS currents µ 0 J = µ 0 (J pol + J tor ) = curl B = curl(b tor + B pol ) = curl curl st + curl curl curl sp, (9) (note that it is J tor that gives B pol ) which can be put in the for µ 0 (J pol + J tor ) = curl curl st + curl sq, (30) where Q is another scalar field.. Series Expansion of the Vector Potential In geoagnetis, until recently the vector potential has been used only indirectly, as a eans of obtaining expressions for the scalar potential Gauss coefficients. However Kazantsev (999) produced expressions for the vector potential produced outside an arbitrary current distribution, using vector potential oents. His paper is difficult to follow, so we now give an equivalent approach for the deterination of these oents; we also show how they are related to the scalar potential Gauss coefficients. We saw in Section. that a particular external scalar potential Sl (θ, λ)/r l+ cae fro that part of the charge/pole source distribution in a thin spherical shell that was proportional to Sl (θ, λ). Because of the orthogonality of the Sl (θ, λ), the total (l, ) oent could be obtained by (in effect) perforing a spherical haronic analysis of the charge/pole source distribution within each shell, then weighting by s l+ when integrating over radius to give the total oent. What is now described is the equivalent for an arbitrary current distribution. The iddle ter of (0) shows that (when integrated over the source region) any radial coponent of current produces no external field, so in our spherical shell we need consider only the tangential coponents of current. As our basis functions we use the diensionless surface vector haronics Kazantsev (999) called αl (θ, λ), α l (θ, λ) = curl(rs l (θ, λ)) = r grad h S l (θ, λ). (3) This r grad h operator is essentially the sae as the angular oentu operator L of quantu echanics. These αl (θ, λ) have spherical polar coponents α l (θ, λ) = ( 0, sin θ Sl (θ, λ), S l (θ, λ) λ θ ) (3) and are essentially the vector spherical haronics used in electroagnetic wave theory (see e.g. Jackson, 975, section 6.), and in the separation of toroidal and poloidal current systes; in the notation of Section.4 they are toroidal fields. Just as the individual scalar functions S l (θ, λ) are orthogonal over the sphere (having ean-square value of /(l + )), so also are the corresponding surface vector functions α l (θ, λ) (see e.g. Jackson, 975), which have a ean-square value of l(l + )/(l + ). (Although this orthogonality is not usually stated explicitly in the geoagnetic context, it is a standard result (see e.g. Lowes, 975) that the tangential vector fields grad h S l (θ, λ) are orthogonal for different (l, ); the r operator essentially just interchanges the θ and λ coponents.) By analogy with the expansion (8) for the scalar potential, we can expand the external vector potential given by a current distribution in the for A(r) = µ 0 r l, l+ α l (θ, λ)l. (33) (Note that, by analogy with the Ml oents we used for the agnetic scalar potential, we use l for the corresponding oents for the vector potential; there should not be any confusion with the superscript used to denote spherical haronic order.) For a given (l, ) the field curl[αl (θ, λ)/r l+ ] given by this vector potential approach, ust have the sae field geoetry as the field grad[sl (θ, λ)/r l+ ] given by a scalar potential approach; the two fields can differ only by a constant factor. It is straightforward to show that curl ( αl (θ, λ)/r l+) = curl ( r grad ( Sl (θ, λ)/r l+)) = lgrad ( Sl (θ,λ)/r l+) (34) (a proof is given by Stup and Pollack, 998, p. 806), so for a given source the vector potential oents l are a factor l saller than the corresponding scalar potential oents Ml. Using the orthogonality of the αl (θ, λ), we can expand a general volue tangential current distribution J h (s,θ,λ) as the series J h (s,θ,λ)= l, J l (s)α l (θ, λ) (35) where Jl (s) = l + l(l + ) J(s,θ,λ) αl (θ, λ)d. (36) (Strictly, these Jl give only the toroidal part of the surface current J h ; but this is exactly the part that produces external poloidal agnetic field.) It follows fro (34) and (46) below that the oents l are given by l = l + s l+ J l (s)ds (37) analogous to (4) for the scalar potential oent. Reversing the arguent used to go fro (0) to (4),we get l = J(s) αl (θ, λ)s l dv (38) l(l + ) for an arbitrary source volue, analogous to (0); the extra factor of /l(l + ) occurs because the Sl and αl have different ean-square values. (In (38) J(s) can be the full (toroidal + poloidal) current density; the scalar product with αl (θ, λ) picks out only the toroidal part.) So fro (7) and (37) we get gl = µ ( 0l s J (l + ) a l (s)ds. (39) Fro (7) and (38), g l = µ 0 a (l + ) ) l J(s) αl (θ, λ)dv. (40) a

5 F. J. LOWES AND B. DUKA: MAGNETIC MULTIPOLE MOMENTS v We can then write (33) in the for ( a ) l+ =l A(r) = a gl αl (θ, λ), (4) l r l= = l giving the vector potential directly in ters of the Gauss coefficients; this is the equivalent of the scalar potential expression (6). A result equivalent to (40) was obtained by Gray (978) by applying unspecified vector algebra to (). He also in effect gave (4). The anonyous referee has shown that () can be put in the alternative fors gl = µ 0 (l + )a l+ ( grad h s l Sl (θ, λ) ) (s J(s))dV (4) and gl = µ 0 (l + )a l+ ( curl h s l Sl (θ, λ)s ) J(s)dV. (43) Equation (43) is equivalent to gl = µ 0 s l ( curl (l + )a l+ h S l (θ, λ)s ) J(s)dV, (44) which is the sae as our (40). 3. Other Approaches Using the notation of this paper, we now suarise the relevant parts of an old classical approach, and of three recent papers. 3. Magnetic field produced outside a spherical surface current distribution Chapan and Bartels (940) Workers on ionospheric phenoena needed to calculate the agnetic field produced by the ionospheric current syste, which is often approxiated by a surface current distribution. The standard approach (see e.g. Chapan and Bartels, 940, p. 630, but note that their factor of /0 is not needed when working in SI units) is not to work in ters of the current itself, but to specify the current flowing in a spherical surface by the equivalent scalar current function F(θ, λ) (analogous to the strea function of hydrodynaics), that can be expressed as contours on the sphere. This current function is such that between the two contours F and F + F there is a current flow of F, parallel to the contours, clockwise round a iniu. If a surface haronic analysis is perfored on the F(θ, λ) at radius s to give F(θ, λ) = Il Sl (θ, λ) (45) l, then the external field produced by the Il coponent has the scalar potential φl (r,θ,λ)= l ) l+ l + I l S r l (θ, λ), (46) corresponding to a Gauss coefficient gl l = µ 0 I l + a l. (47) In fact for a given current function F(θ, λ) the actual surface current density is i(θ, λ) = curl[ˆrf(θ, λ)] = ˆr grad h F(θ, λ). (48) Coparing this with the definition of αl (θ, λ) in (3) we see that the surface current distribution corresponding to the current function Il Sl (θ, λ) at radius s is just i l (θ, λ) = i l α l (θ, λ) with i l = (I l /s). (49) Expressing (47) in ters of the surface current coefficient il gives gl l = µ 0 si l + a l. (50) The concept of a current function used here is forally only applicable to a surface current (having no coponent noral to the surface), or to a current sheet thin enough that it is sufficiently accurate to use the thickness-integrated current density as an equivalent surface current; it cannot be applied to a general 3-diensional current syste. However no external agnetic field is produced by any radial coponent of current (Eq. (0)), so there is no reason why equations such as (46) or (47) should not be integrated over radius, to give the integrated effect of the tangential coponent of a 3-diensional current as in (39). But workers using this Chapan and Bartels approach do not appear to have seen this possibility. 3. Toroidal currents and poloidal agnetic fields Engels and Olsen (998) The approach of these authors starts with Eq. (30): µ 0 (J pol + J tor ) = curl curl st + curl sq. (5) Coparing the curl sq toroidal part of this with (48) we see that Q(s,θ,λ), the toroidal current scalar at radius s, is siply a scaled version of F(s,θ,λ), the current function at radius s. The current function approach used to calculate ionospheric and siilar agnetic fields is essentially the sae as the toroidal current/poloidal field relationship used in geodynao theory and elsewhere, and Engels and Olsen explicitly note the identity for the case of a current sheet. In each case, the current function F (or the toroidal scalar Q) is subject to surface haronic analysis at a given radius, and the resulting partial coefficient is then weighted by s l+ and integrated over radius (though this last step does not appear to have been done previously by workers using the current function approach). Using the notation of the present paper, for a given radius s, Engels and Olsen analysed J tor in the for µ 0 J tor (s,θ,λ)= ql (s)αl (θ, λ). (5) a They worked in ters of the scalar potential, and used a Green s function approach to show that if the coefficients l,

6 vi F. J. LOWES AND B. DUKA: MAGNETIC MULTIPOLE MOMENTS ql (s) are known as a function of radius s, the resulting external field corresponds to a Gauss coefficient gl = l q l + a s a l (s)ds (53) equivalent to our (39). In their exaples they used standard nuerical ethods to estiate the coefficients at a succession of discrete radii, and then to estiate the gl. By going to sufficiently high order (and using also the internal fields that we have not considered) they had no proble in applying the ethod to give the field fro thin field-aligned currents joining the north and south auroral zones. 3.3 Series expansion for vector potential Kazantsev (999) Kazantsev introduced the approach of analysing the tangential current density in ters of the αl (θ, λ) and then integrating over radius to give our oents l. (Note that his oents jl are nuerically l ties larger than our l ). Unfortunately his notation and atheatical approach are difficult to follow for readers with a geophysical background. Kazantsev did not relate his oents to the Gauss coefficients, and although he gives explicit expressions for the αl, he does so using Cartesian coponents, which adds further coplication. 3.4 The paper by Stup and Pollack (998) Unlike Engels and Olsen (998) and Kazantsev (999), the paper by Stup and Pollack (998), was restricted to the calculation of the field produced outside the current distribution on a single surface, and they apparently did not know of the Chapan and Bartels (940) current function approach. As in the other two papers they expanded the current density at radius s in the for (their vector spherical haronics had the opposite sign) i(θ, λ) = kl αl (θ, λ), (54) l, used the spherical haronic expansion of / r s to give a series representation of the vector potential in the for A(r) = µ 0 a k ) l+ l α l (θ, λ), (55) l + r l, and used the result (34) to give gl l = µ 0 k l + a l, (56) equivalent to (47) above. 4. Conclusion In geoagnetis, once the Gauss coefficients are known, it has been usual to calculate the external field using the corresponding scalar potential ψ(r) = a ( a ) l+ gl S r l (θ, λ), (6) l, but there does not see to have been a siple expression enabling the Gauss coefficients to be derived by the volue integration over an arbitrary current distribution. We show that g l = µ 0 a (l + ) ) l J(s) αl (θ, λ)dv, (40) a where the vector haronics α l (θ, λ) are defined in (3) or (3). If the horizontal part of the current density at radius s is expanded in the for we have J h (s,θ,λ)= l, g l = µ 0l (l + ) J l (s)α l (θ, λ), (35) J a l (s)ds. (39) There ight be situations where it is ore convenient to work in ters of the vector potential, and the present paper leads to the siple expression A(r) = a l, g l ( a ) l+ α l (θ, λ), (4) l r giving the external vector potential in ters of the Gauss coefficients and the surface vector haronics α l (θ, λ). (Of course when using vector potential, possible gauge transforations ean that in a particular situation different approaches ight give different A(r); however the difference will siply be the gradient of a scalar function, and will not affect the resultant field.) Acknowledgents. We thank Angelo De Santis and an anonyous referee for helpful suggestions. References Backus, G., R. Parker, and C. Constable, Foundations of Geoagnetis, Cabridge University Press, 996. Chapan, S. and J. Bartels, Geoagnetis, Oxford University Press, 940. Engels, U. and N. Olsen, Coputation of agnetic fields within source regions of ionospheric and agnetospheric currents, J. Atos. Sol.-Terr. Phys., 60, , 998. Gray, C. G., Multipole expansion of electroagnetic fields using Debye potentials, A. J. Phys., 46(), 69 79, 978. Jackson, J. D., Classical Electrodynaics, nd Ed., Wiley, New York, 975. Kazantsev, V. P., Spherical agnetic ultipole oents systes of currents, Russ. Phys. J., 4(0), 96 9, 999. (Translated fro Izvestiya Vysshikh Uchebnykh Zavedenii, Fizika, No. 0, pp. 66 7, Oct. 999.) Lowes, F. J., Vector errors in spherical haronic analysis of scalar data, Geophys. J. R. Astron. Soc., 4(), , 975. Raab, R. E. and O. L. De Lange, Multipole Theory in Electroagnetis, Clarendon Press, Oxford, 005. Stup, D. R. and G. L. Pollack, A current sheet odel for the Earth s agnetic field, A. J. Phys., 66(9), 80 80, 998. Wickswo, J. P. and K. R. Swinney, A coparison of scalar ultipole expansions, J. Appl. Phys., 56(), , 984. F. J. Lowes (e-ail: f.j.lowes@ncl.ac.uk) and B. Duka

A GENERAL FORM FOR THE ELECTRIC FIELD LINES EQUATION CONCERNING AN AXIALLY SYMMETRIC CONTINUOUS CHARGE DISTRIBUTION

A GENERAL FORM FOR THE ELECTRIC FIELD LINES EQUATION CONCERNING AN AXIALLY SYMMETRIC CONTINUOUS CHARGE DISTRIBUTION A GENEAL FOM FO THE ELECTIC FIELD LINES EQUATION CONCENING AN AXIALLY SYMMETIC CONTINUOUS CHAGE DISTIBUTION BY MUGU B. ăuţ Abstract..By using an unexpected approach it results a general for for the electric

More information

Four-vector, Dirac spinor representation and Lorentz Transformations

Four-vector, Dirac spinor representation and Lorentz Transformations Available online at www.pelagiaresearchlibrary.co Advances in Applied Science Research, 2012, 3 (2):749-756 Four-vector, Dirac spinor representation and Lorentz Transforations S. B. Khasare 1, J. N. Rateke

More information

13 Harmonic oscillator revisited: Dirac s approach and introduction to Second Quantization

13 Harmonic oscillator revisited: Dirac s approach and introduction to Second Quantization 3 Haronic oscillator revisited: Dirac s approach and introduction to Second Quantization. Dirac cae up with a ore elegant way to solve the haronic oscillator proble. We will now study this approach. The

More information

Physics 139B Solutions to Homework Set 3 Fall 2009

Physics 139B Solutions to Homework Set 3 Fall 2009 Physics 139B Solutions to Hoework Set 3 Fall 009 1. Consider a particle of ass attached to a rigid assless rod of fixed length R whose other end is fixed at the origin. The rod is free to rotate about

More information

Kinetic Theory of Gases: Elementary Ideas

Kinetic Theory of Gases: Elementary Ideas Kinetic Theory of Gases: Eleentary Ideas 17th February 2010 1 Kinetic Theory: A Discussion Based on a Siplified iew of the Motion of Gases 1.1 Pressure: Consul Engel and Reid Ch. 33.1) for a discussion

More information

Kinetic Theory of Gases: Elementary Ideas

Kinetic Theory of Gases: Elementary Ideas Kinetic Theory of Gases: Eleentary Ideas 9th February 011 1 Kinetic Theory: A Discussion Based on a Siplified iew of the Motion of Gases 1.1 Pressure: Consul Engel and Reid Ch. 33.1) for a discussion of

More information

i ij j ( ) sin cos x y z x x x interchangeably.)

i ij j ( ) sin cos x y z x x x interchangeably.) Tensor Operators Michael Fowler,2/3/12 Introduction: Cartesian Vectors and Tensors Physics is full of vectors: x, L, S and so on Classically, a (three-diensional) vector is defined by its properties under

More information

Lecture #8-3 Oscillations, Simple Harmonic Motion

Lecture #8-3 Oscillations, Simple Harmonic Motion Lecture #8-3 Oscillations Siple Haronic Motion So far we have considered two basic types of otion: translation and rotation. But these are not the only two types of otion we can observe in every day life.

More information

On the summations involving Wigner rotation matrix elements

On the summations involving Wigner rotation matrix elements Journal of Matheatical Cheistry 24 (1998 123 132 123 On the suations involving Wigner rotation atrix eleents Shan-Tao Lai a, Pancracio Palting b, Ying-Nan Chiu b and Harris J. Silverstone c a Vitreous

More information

Chapter 6 1-D Continuous Groups

Chapter 6 1-D Continuous Groups Chapter 6 1-D Continuous Groups Continuous groups consist of group eleents labelled by one or ore continuous variables, say a 1, a 2,, a r, where each variable has a well- defined range. This chapter explores:

More information

( ') ( ) 3. Magnetostatic Field Introduction

( ') ( ) 3. Magnetostatic Field Introduction 3. Magnetostatic Field 3.. Introduction A agnetostatic field is a agnetic field produced by electric charge in peranent unifor oveent, i.e. in a peranent oveent with constant velocity. Any directed oveent

More information

2 Q 10. Likewise, in case of multiple particles, the corresponding density in 2 must be averaged over all

2 Q 10. Likewise, in case of multiple particles, the corresponding density in 2 must be averaged over all Lecture 6 Introduction to kinetic theory of plasa waves Introduction to kinetic theory So far we have been odeling plasa dynaics using fluid equations. The assuption has been that the pressure can be either

More information

Spine Fin Efficiency A Three Sided Pyramidal Fin of Equilateral Triangular Cross-Sectional Area

Spine Fin Efficiency A Three Sided Pyramidal Fin of Equilateral Triangular Cross-Sectional Area Proceedings of the 006 WSEAS/IASME International Conference on Heat and Mass Transfer, Miai, Florida, USA, January 18-0, 006 (pp13-18) Spine Fin Efficiency A Three Sided Pyraidal Fin of Equilateral Triangular

More information

Stern-Gerlach Experiment

Stern-Gerlach Experiment Stern-Gerlach Experient HOE: The Physics of Bruce Harvey This is the experient that is said to prove that the electron has an intrinsic agnetic oent. Hydrogen like atos are projected in a bea through a

More information

Chapter VI: Motion in the 2-D Plane

Chapter VI: Motion in the 2-D Plane Chapter VI: Motion in the -D Plane Now that we have developed and refined our vector calculus concepts, we can ove on to specific application of otion in the plane. In this regard, we will deal with: projectile

More information

Modeling the ocean effect of geomagnetic storms

Modeling the ocean effect of geomagnetic storms Earth Planets Space, 56, 525 5, 4 Modeling the ocean effect of geoagnetic stors N. Olsen and A. Kuvshinov Danish Center of Planetary Science/Danish Space Research Institute, Juliane Maries Vej, DK-2 Copenhagen,

More information

Optical Properties of Plasmas of High-Z Elements

Optical Properties of Plasmas of High-Z Elements Forschungszentru Karlsruhe Techni und Uwelt Wissenschaftlishe Berichte FZK Optical Properties of Plasas of High-Z Eleents V.Tolach 1, G.Miloshevsy 1, H.Würz Project Kernfusion 1 Heat and Mass Transfer

More information

An Approximate Model for the Theoretical Prediction of the Velocity Increase in the Intermediate Ballistics Period

An Approximate Model for the Theoretical Prediction of the Velocity Increase in the Intermediate Ballistics Period An Approxiate Model for the Theoretical Prediction of the Velocity... 77 Central European Journal of Energetic Materials, 205, 2(), 77-88 ISSN 2353-843 An Approxiate Model for the Theoretical Prediction

More information

12 Towards hydrodynamic equations J Nonlinear Dynamics II: Continuum Systems Lecture 12 Spring 2015

12 Towards hydrodynamic equations J Nonlinear Dynamics II: Continuum Systems Lecture 12 Spring 2015 18.354J Nonlinear Dynaics II: Continuu Systes Lecture 12 Spring 2015 12 Towards hydrodynaic equations The previous classes focussed on the continuu description of static (tie-independent) elastic systes.

More information

which is the moment of inertia mm -- the center of mass is given by: m11 r m2r 2

which is the moment of inertia mm -- the center of mass is given by: m11 r m2r 2 Chapter 6: The Rigid Rotator * Energy Levels of the Rigid Rotator - this is the odel for icrowave/rotational spectroscopy - a rotating diatoic is odeled as a rigid rotator -- we have two atos with asses

More information

Bootstrapping Dependent Data

Bootstrapping Dependent Data Bootstrapping Dependent Data One of the key issues confronting bootstrap resapling approxiations is how to deal with dependent data. Consider a sequence fx t g n t= of dependent rando variables. Clearly

More information

Ph 20.3 Numerical Solution of Ordinary Differential Equations

Ph 20.3 Numerical Solution of Ordinary Differential Equations Ph 20.3 Nuerical Solution of Ordinary Differential Equations Due: Week 5 -v20170314- This Assignent So far, your assignents have tried to failiarize you with the hardware and software in the Physics Coputing

More information

ma x = -bv x + F rod.

ma x = -bv x + F rod. Notes on Dynaical Systes Dynaics is the study of change. The priary ingredients of a dynaical syste are its state and its rule of change (also soeties called the dynaic). Dynaical systes can be continuous

More information

Some Perspective. Forces and Newton s Laws

Some Perspective. Forces and Newton s Laws Soe Perspective The language of Kineatics provides us with an efficient ethod for describing the otion of aterial objects, and we ll continue to ake refineents to it as we introduce additional types of

More information

Scattering and bound states

Scattering and bound states Chapter Scattering and bound states In this chapter we give a review of quantu-echanical scattering theory. We focus on the relation between the scattering aplitude of a potential and its bound states

More information

Model Fitting. CURM Background Material, Fall 2014 Dr. Doreen De Leon

Model Fitting. CURM Background Material, Fall 2014 Dr. Doreen De Leon Model Fitting CURM Background Material, Fall 014 Dr. Doreen De Leon 1 Introduction Given a set of data points, we often want to fit a selected odel or type to the data (e.g., we suspect an exponential

More information

1 (40) Gravitational Systems Two heavy spherical (radius 0.05R) objects are located at fixed positions along

1 (40) Gravitational Systems Two heavy spherical (radius 0.05R) objects are located at fixed positions along (40) Gravitational Systes Two heavy spherical (radius 0.05) objects are located at fixed positions along 2M 2M 0 an axis in space. The first ass is centered at r = 0 and has a ass of 2M. The second ass

More information

SOLUTIONS. PROBLEM 1. The Hamiltonian of the particle in the gravitational field can be written as, x 0, + U(x), U(x) =

SOLUTIONS. PROBLEM 1. The Hamiltonian of the particle in the gravitational field can be written as, x 0, + U(x), U(x) = SOLUTIONS PROBLEM 1. The Hailtonian of the particle in the gravitational field can be written as { Ĥ = ˆp2, x 0, + U(x), U(x) = (1) 2 gx, x > 0. The siplest estiate coes fro the uncertainty relation. If

More information

The Distribution of the Covariance Matrix for a Subset of Elliptical Distributions with Extension to Two Kurtosis Parameters

The Distribution of the Covariance Matrix for a Subset of Elliptical Distributions with Extension to Two Kurtosis Parameters journal of ultivariate analysis 58, 96106 (1996) article no. 0041 The Distribution of the Covariance Matrix for a Subset of Elliptical Distributions with Extension to Two Kurtosis Paraeters H. S. Steyn

More information

In this chapter we will start the discussion on wave phenomena. We will study the following topics:

In this chapter we will start the discussion on wave phenomena. We will study the following topics: Chapter 16 Waves I In this chapter we will start the discussion on wave phenoena. We will study the following topics: Types of waves Aplitude, phase, frequency, period, propagation speed of a wave Mechanical

More information

Physically Based Modeling CS Notes Spring 1997 Particle Collision and Contact

Physically Based Modeling CS Notes Spring 1997 Particle Collision and Contact Physically Based Modeling CS 15-863 Notes Spring 1997 Particle Collision and Contact 1 Collisions with Springs Suppose we wanted to ipleent a particle siulator with a floor : a solid horizontal plane which

More information

Moment of Inertia. Terminology. Definitions Moment of inertia of a body with mass, m, about the x axis: Transfer Theorem - 1. ( )dm. = y 2 + z 2.

Moment of Inertia. Terminology. Definitions Moment of inertia of a body with mass, m, about the x axis: Transfer Theorem - 1. ( )dm. = y 2 + z 2. Terinology Moent of Inertia ME 202 Moent of inertia (MOI) = second ass oent Instead of ultiplying ass by distance to the first power (which gives the first ass oent), we ultiply it by distance to the second

More information

IN modern society that various systems have become more

IN modern society that various systems have become more Developent of Reliability Function in -Coponent Standby Redundant Syste with Priority Based on Maxiu Entropy Principle Ryosuke Hirata, Ikuo Arizono, Ryosuke Toohiro, Satoshi Oigawa, and Yasuhiko Takeoto

More information

The geomagnetic field gradient tensor

The geomagnetic field gradient tensor DOI 0.007/s337-02-004-6 ORIGINAL PAPER The geoagnetic field gradient tensor Properties and paraetrization in ters of spherical haronics Stavros Kotsiaros Nils Olsen Received: 3 April 202 / Accepted: 25

More information

Nuclear Physics (10 th lecture)

Nuclear Physics (10 th lecture) ~Theta Nuclear Physics ( th lecture) Content Nuclear Collective Model: Rainwater approx. (reinder) Consequences of nuclear deforation o Rotational states High spin states and back bending o Vibrational

More information

2.003 Engineering Dynamics Problem Set 2 Solutions

2.003 Engineering Dynamics Problem Set 2 Solutions .003 Engineering Dynaics Proble Set Solutions This proble set is priarily eant to give the student practice in describing otion. This is the subject of kineatics. It is strongly recoended that you study

More information

COS 424: Interacting with Data. Written Exercises

COS 424: Interacting with Data. Written Exercises COS 424: Interacting with Data Hoework #4 Spring 2007 Regression Due: Wednesday, April 18 Written Exercises See the course website for iportant inforation about collaboration and late policies, as well

More information

Electromagnetic scattering. Graduate Course Electrical Engineering (Communications) 1 st Semester, Sharif University of Technology

Electromagnetic scattering. Graduate Course Electrical Engineering (Communications) 1 st Semester, Sharif University of Technology Electroagnetic scattering Graduate Course Electrical Engineering (Counications) 1 st Seester, 1388-1389 Sharif University of Technology Contents of lecture 5 Contents of lecture 5: Scattering fro a conductive

More information

Physics 2210 Fall smartphysics 20 Conservation of Angular Momentum 21 Simple Harmonic Motion 11/23/2015

Physics 2210 Fall smartphysics 20 Conservation of Angular Momentum 21 Simple Harmonic Motion 11/23/2015 Physics 2210 Fall 2015 sartphysics 20 Conservation of Angular Moentu 21 Siple Haronic Motion 11/23/2015 Exa 4: sartphysics units 14-20 Midter Exa 2: Day: Fri Dec. 04, 2015 Tie: regular class tie Section

More information

MA304 Differential Geometry

MA304 Differential Geometry MA304 Differential Geoetry Hoework 4 solutions Spring 018 6% of the final ark 1. The paraeterised curve αt = t cosh t for t R is called the catenary. Find the curvature of αt. Solution. Fro hoework question

More information

Module #1: Units and Vectors Revisited. Introduction. Units Revisited EXAMPLE 1.1. A sample of iron has a mass of mg. How many kg is that?

Module #1: Units and Vectors Revisited. Introduction. Units Revisited EXAMPLE 1.1. A sample of iron has a mass of mg. How many kg is that? Module #1: Units and Vectors Revisited Introduction There are probably no concepts ore iportant in physics than the two listed in the title of this odule. In your first-year physics course, I a sure that

More information

Supplementary Information for Design of Bending Multi-Layer Electroactive Polymer Actuators

Supplementary Information for Design of Bending Multi-Layer Electroactive Polymer Actuators Suppleentary Inforation for Design of Bending Multi-Layer Electroactive Polyer Actuators Bavani Balakrisnan, Alek Nacev, and Elisabeth Sela University of Maryland, College Park, Maryland 074 1 Analytical

More information

I. Understand get a conceptual grasp of the problem

I. Understand get a conceptual grasp of the problem MASSACHUSETTS INSTITUTE OF TECHNOLOGY Departent o Physics Physics 81T Fall Ter 4 Class Proble 1: Solution Proble 1 A car is driving at a constant but unknown velocity,, on a straightaway A otorcycle is

More information

The Hydrogen Atom. Nucleus charge +Ze mass m 1 coordinates x 1, y 1, z 1. Electron charge e mass m 2 coordinates x 2, y 2, z 2

The Hydrogen Atom. Nucleus charge +Ze mass m 1 coordinates x 1, y 1, z 1. Electron charge e mass m 2 coordinates x 2, y 2, z 2 The Hydrogen Ato The only ato that can be solved exactly. The results becoe the basis for understanding all other atos and olecules. Orbital Angular Moentu Spherical Haronics Nucleus charge +Ze ass coordinates

More information

lecture 36: Linear Multistep Mehods: Zero Stability

lecture 36: Linear Multistep Mehods: Zero Stability 95 lecture 36: Linear Multistep Mehods: Zero Stability 5.6 Linear ultistep ethods: zero stability Does consistency iply convergence for linear ultistep ethods? This is always the case for one-step ethods,

More information

Appendix A Gravity Gradient Torque

Appendix A Gravity Gradient Torque Appendix A Gravity Gradient Torque We will now consider the gravity gradient torque on an earth satellite in a circular orbit. We assue that the earth is a perfect rigid sphere with a radially syetric

More information

NB1140: Physics 1A - Classical mechanics and Thermodynamics Problem set 2 - Forces and energy Week 2: November 2016

NB1140: Physics 1A - Classical mechanics and Thermodynamics Problem set 2 - Forces and energy Week 2: November 2016 NB1140: Physics 1A - Classical echanics and Therodynaics Proble set 2 - Forces and energy Week 2: 21-25 Noveber 2016 Proble 1. Why force is transitted uniforly through a assless string, a assless spring,

More information

Time Evolution of Matter States

Time Evolution of Matter States Tie Evolution of Matter States W. M. Hetherington February 15, 1 The Tie-Evolution Operat The tie-evolution of a wavefunction is deterined by the effect of a tie evolution operat through the relation Ψ

More information

Anisotropic reference media and the possible linearized approximations for phase velocities of qs waves in weakly anisotropic media

Anisotropic reference media and the possible linearized approximations for phase velocities of qs waves in weakly anisotropic media INSTITUTE OF PHYSICS PUBLISHING JOURNAL OF PHYSICS D: APPLIED PHYSICS J. Phys. D: Appl. Phys. 5 00 007 04 PII: S00-770867-6 Anisotropic reference edia and the possible linearized approxiations for phase

More information

Department of Physics Preliminary Exam January 3 6, 2006

Department of Physics Preliminary Exam January 3 6, 2006 Departent of Physics Preliinary Exa January 3 6, 2006 Day 1: Classical Mechanics Tuesday, January 3, 2006 9:00 a.. 12:00 p.. Instructions: 1. Write the answer to each question on a separate sheet of paper.

More information

Explicit Analytic Solution for an. Axisymmetric Stagnation Flow and. Heat Transfer on a Moving Plate

Explicit Analytic Solution for an. Axisymmetric Stagnation Flow and. Heat Transfer on a Moving Plate Int. J. Contep. Math. Sciences, Vol. 5,, no. 5, 699-7 Explicit Analytic Solution for an Axisyetric Stagnation Flow and Heat Transfer on a Moving Plate Haed Shahohaadi Mechanical Engineering Departent,

More information

Faraday's Law Warm Up

Faraday's Law Warm Up Faraday's Law-1 Faraday's Law War Up 1. Field lines of a peranent agnet For each peranent agnet in the diagra below draw several agnetic field lines (or a agnetic vector field if you prefer) corresponding

More information

Q5 We know that a mass at the end of a spring when displaced will perform simple m harmonic oscillations with a period given by T = 2!

Q5 We know that a mass at the end of a spring when displaced will perform simple m harmonic oscillations with a period given by T = 2! Chapter 4.1 Q1 n oscillation is any otion in which the displaceent of a particle fro a fixed point keeps changing direction and there is a periodicity in the otion i.e. the otion repeats in soe way. In

More information

Explicit Approximate Solution for Finding the. Natural Frequency of the Motion of Pendulum. by Using the HAM

Explicit Approximate Solution for Finding the. Natural Frequency of the Motion of Pendulum. by Using the HAM Applied Matheatical Sciences Vol. 3 9 no. 1 13-13 Explicit Approxiate Solution for Finding the Natural Frequency of the Motion of Pendulu by Using the HAM Ahad Doosthoseini * Mechanical Engineering Departent

More information

Tutorial Exercises: Incorporating constraints

Tutorial Exercises: Incorporating constraints Tutorial Exercises: Incorporating constraints 1. A siple pendulu of length l ass is suspended fro a pivot of ass M that is free to slide on a frictionless wire frae in the shape of a parabola y = ax. The

More information

Ocean 420 Physical Processes in the Ocean Project 1: Hydrostatic Balance, Advection and Diffusion Answers

Ocean 420 Physical Processes in the Ocean Project 1: Hydrostatic Balance, Advection and Diffusion Answers Ocean 40 Physical Processes in the Ocean Project 1: Hydrostatic Balance, Advection and Diffusion Answers 1. Hydrostatic Balance a) Set all of the levels on one of the coluns to the lowest possible density.

More information

ME Machine Design I. FINAL EXAM. OPEN BOOK AND CLOSED NOTES. Friday, May 8th, 2009

ME Machine Design I. FINAL EXAM. OPEN BOOK AND CLOSED NOTES. Friday, May 8th, 2009 ME 5 - Machine Design I Spring Seester 009 Nae Lab. Div. FINAL EXAM. OPEN BOOK AND LOSED NOTES. Friday, May 8th, 009 Please use the blank paper for your solutions. Write on one side of the paper only.

More information

Name: Partner(s): Date: Angular Momentum

Name: Partner(s): Date: Angular Momentum Nae: Partner(s): Date: Angular Moentu 1. Purpose: In this lab, you will use the principle of conservation of angular oentu to easure the oent of inertia of various objects. Additionally, you develop a

More information

Celal S. Konor Release 1.1 (identical to 1.0) 3/21/08. 1-Hybrid isentropic-sigma vertical coordinate and governing equations in the free atmosphere

Celal S. Konor Release 1.1 (identical to 1.0) 3/21/08. 1-Hybrid isentropic-sigma vertical coordinate and governing equations in the free atmosphere Celal S. Konor Release. (identical to.0) 3/2/08 -Hybrid isentropic-siga vertical coordinate governing equations in the free atosphere This section describes the equations in the free atosphere of the odel.

More information

Work, Energy and Momentum

Work, Energy and Momentum Work, Energy and Moentu Work: When a body oves a distance d along straight line, while acted on by a constant force of agnitude F in the sae direction as the otion, the work done by the force is tered

More information

A Simple Regression Problem

A Simple Regression Problem A Siple Regression Proble R. M. Castro March 23, 2 In this brief note a siple regression proble will be introduced, illustrating clearly the bias-variance tradeoff. Let Y i f(x i ) + W i, i,..., n, where

More information

Problem Set 2. Chapter 1 Numerical:

Problem Set 2. Chapter 1 Numerical: Chapter 1 Nuerical: roble Set 16. The atoic radius of xenon is 18 p. Is that consistent with its b paraeter of 5.15 1 - L/ol? Hint: what is the volue of a ole of xenon atos and how does that copare to

More information

Successful Brushless A.C. Power Extraction From The Faraday Acyclic Generator

Successful Brushless A.C. Power Extraction From The Faraday Acyclic Generator Successful Brushless A.C. Power Extraction Fro The Faraday Acyclic Generator July 11, 21 Volt =.2551552 volt 1) If we now consider that the voltage is capable of producing current if the ri of the disk

More information

Reading from Young & Freedman: For this topic, read the introduction to chapter 25 and sections 25.1 to 25.3 & 25.6.

Reading from Young & Freedman: For this topic, read the introduction to chapter 25 and sections 25.1 to 25.3 & 25.6. PHY10 Electricity Topic 6 (Lectures 9 & 10) Electric Current and Resistance n this topic, we will cover: 1) Current in a conductor ) Resistivity 3) Resistance 4) Oh s Law 5) The Drude Model of conduction

More information

Construction of the Electronic Angular Wave Functions and Probability Distributions of the Hydrogen Atom

Construction of the Electronic Angular Wave Functions and Probability Distributions of the Hydrogen Atom Construction of the Electronic Angular Wave Functions and Probability Distributions of the Hydrogen Ato Thoas S. Kuntzlean Mark Ellison John Tippin Departent of Cheistry Departent of Cheistry Departent

More information

Probability Distributions

Probability Distributions Probability Distributions In Chapter, we ephasized the central role played by probability theory in the solution of pattern recognition probles. We turn now to an exploration of soe particular exaples

More information

U V. r In Uniform Field the Potential Difference is V Ed

U V. r In Uniform Field the Potential Difference is V Ed SPHI/W nit 7.8 Electric Potential Page of 5 Notes Physics Tool box Electric Potential Energy the electric potential energy stored in a syste k of two charges and is E r k Coulobs Constant is N C 9 9. E

More information

EE5900 Spring Lecture 4 IC interconnect modeling methods Zhuo Feng

EE5900 Spring Lecture 4 IC interconnect modeling methods Zhuo Feng EE59 Spring Parallel LSI AD Algoriths Lecture I interconnect odeling ethods Zhuo Feng. Z. Feng MTU EE59 So far we ve considered only tie doain analyses We ll soon see that it is soeties preferable to odel

More information

Quantum Ground States as Equilibrium Particle Vacuum Interaction States

Quantum Ground States as Equilibrium Particle Vacuum Interaction States Quantu Ground States as Euilibriu article Vacuu Interaction States Harold E uthoff Abstract A rearkable feature of atoic ground states is that they are observed to be radiationless in nature despite (fro

More information

3.8 Three Types of Convergence

3.8 Three Types of Convergence 3.8 Three Types of Convergence 3.8 Three Types of Convergence 93 Suppose that we are given a sequence functions {f k } k N on a set X and another function f on X. What does it ean for f k to converge to

More information

1 Bounding the Margin

1 Bounding the Margin COS 511: Theoretical Machine Learning Lecturer: Rob Schapire Lecture #12 Scribe: Jian Min Si March 14, 2013 1 Bounding the Margin We are continuing the proof of a bound on the generalization error of AdaBoost

More information

Some consequences of a Universal Tension arising from Dark Energy for structures from Atomic Nuclei to Galaxy Clusters

Some consequences of a Universal Tension arising from Dark Energy for structures from Atomic Nuclei to Galaxy Clusters unning Head: Universal Tension fro DE Article Type: Original esearch Soe consequences of a Universal Tension arising fro Dark Energy for structures fro Atoic Nuclei to Galaxy Clusters C Sivara Indian Institute

More information

1 Identical Parallel Machines

1 Identical Parallel Machines FB3: Matheatik/Inforatik Dr. Syaantak Das Winter 2017/18 Optiizing under Uncertainty Lecture Notes 3: Scheduling to Miniize Makespan In any standard scheduling proble, we are given a set of jobs J = {j

More information

Massachusetts Institute of Technology Quantum Mechanics I (8.04) Spring 2005 Solutions to Problem Set 4

Massachusetts Institute of Technology Quantum Mechanics I (8.04) Spring 2005 Solutions to Problem Set 4 Massachusetts Institute of Technology Quantu Mechanics I (8.04) Spring 2005 Solutions to Proble Set 4 By Kit Matan 1. X-ray production. (5 points) Calculate the short-wavelength liit for X-rays produced

More information

Dispersion. February 12, 2014

Dispersion. February 12, 2014 Dispersion February 1, 014 In aterials, the dielectric constant and pereability are actually frequency dependent. This does not affect our results for single frequency odes, but when we have a superposition

More information

Mechanics Physics 151

Mechanics Physics 151 Mechanics Physics 5 Lecture Oscillations (Chapter 6) What We Did Last Tie Analyzed the otion of a heavy top Reduced into -diensional proble of θ Qualitative behavior Precession + nutation Initial condition

More information

Proc. of the IEEE/OES Seventh Working Conference on Current Measurement Technology UNCERTAINTIES IN SEASONDE CURRENT VELOCITIES

Proc. of the IEEE/OES Seventh Working Conference on Current Measurement Technology UNCERTAINTIES IN SEASONDE CURRENT VELOCITIES Proc. of the IEEE/OES Seventh Working Conference on Current Measureent Technology UNCERTAINTIES IN SEASONDE CURRENT VELOCITIES Belinda Lipa Codar Ocean Sensors 15 La Sandra Way, Portola Valley, CA 98 blipa@pogo.co

More information

Principal Components Analysis

Principal Components Analysis Principal Coponents Analysis Cheng Li, Bingyu Wang Noveber 3, 204 What s PCA Principal coponent analysis (PCA) is a statistical procedure that uses an orthogonal transforation to convert a set of observations

More information

Lecture 8 Symmetries, conserved quantities, and the labeling of states Angular Momentum

Lecture 8 Symmetries, conserved quantities, and the labeling of states Angular Momentum Lecture 8 Syetries, conserved quantities, and the labeling of states Angular Moentu Today s Progra: 1. Syetries and conserved quantities labeling of states. hrenfest Theore the greatest theore of all ties

More information

Jordan Journal of Physics

Jordan Journal of Physics Volue 5, Nuber 3, 212. pp. 113-118 ARTILE Jordan Journal of Physics Networks of Identical apacitors with a Substitutional apacitor Departent of Physics, Al-Hussein Bin Talal University, Ma an, 2, 71111,

More information

Newton's Laws. Lecture 2 Key Concepts. Newtonian mechanics and relation to Kepler's laws The Virial Theorem Tidal forces Collision physics

Newton's Laws. Lecture 2 Key Concepts. Newtonian mechanics and relation to Kepler's laws The Virial Theorem Tidal forces Collision physics Lecture 2 Key Concepts Newtonian echanics and relation to Kepler's laws The Virial Theore Tidal forces Collision physics Newton's Laws 1) An object at rest will reain at rest and an object in otion will

More information

PH 221-2A Fall Waves - I. Lectures Chapter 16 (Halliday/Resnick/Walker, Fundamentals of Physics 9 th edition)

PH 221-2A Fall Waves - I. Lectures Chapter 16 (Halliday/Resnick/Walker, Fundamentals of Physics 9 th edition) PH 1-A Fall 014 Waves - I Lectures 4-5 Chapter 16 (Halliday/Resnick/Walker, Fundaentals of Physics 9 th edition) 1 Chapter 16 Waves I In this chapter we will start the discussion on wave phenoena. We will

More information

Angular Momentum Properties

Angular Momentum Properties Cheistry 460 Fall 017 Dr. Jean M. Standard October 30, 017 Angular Moentu Properties Classical Definition of Angular Moentu In classical echanics, the angular oentu vector L is defined as L = r p, (1)

More information

Field Mass Generation and Control. Chapter 6. The famous two slit experiment proved that a particle can exist as a wave and yet

Field Mass Generation and Control. Chapter 6. The famous two slit experiment proved that a particle can exist as a wave and yet 111 Field Mass Generation and Control Chapter 6 The faous two slit experient proved that a particle can exist as a wave and yet still exhibit particle characteristics when the wavefunction is altered by

More information

About the definition of parameters and regimes of active two-port networks with variable loads on the basis of projective geometry

About the definition of parameters and regimes of active two-port networks with variable loads on the basis of projective geometry About the definition of paraeters and regies of active two-port networks with variable loads on the basis of projective geoetry PENN ALEXANDR nstitute of Electronic Engineering and Nanotechnologies "D

More information

The Transactional Nature of Quantum Information

The Transactional Nature of Quantum Information The Transactional Nature of Quantu Inforation Subhash Kak Departent of Coputer Science Oklahoa State University Stillwater, OK 7478 ABSTRACT Inforation, in its counications sense, is a transactional property.

More information

Geometrical approach in atomic physics: Atoms of hydrogen and helium

Geometrical approach in atomic physics: Atoms of hydrogen and helium Aerican Journal of Physics and Applications 014; (5): 108-11 Published online October 0, 014 (http://www.sciencepublishinggroup.co/j/ajpa) doi: 10.11648/j.ajpa.014005.1 ISSN: 0-486 (Print); ISSN: 0-408

More information

Extension of CSRSM for the Parametric Study of the Face Stability of Pressurized Tunnels

Extension of CSRSM for the Parametric Study of the Face Stability of Pressurized Tunnels Extension of CSRSM for the Paraetric Study of the Face Stability of Pressurized Tunnels Guilhe Mollon 1, Daniel Dias 2, and Abdul-Haid Soubra 3, M.ASCE 1 LGCIE, INSA Lyon, Université de Lyon, Doaine scientifique

More information

Part I: How Dense Is It? Fundamental Question: What is matter, and how do we identify it?

Part I: How Dense Is It? Fundamental Question: What is matter, and how do we identify it? Part I: How Dense Is It? Fundaental Question: What is atter, and how do we identify it? 1. What is the definition of atter? 2. What do you think the ter ass per unit volue eans? 3. Do you think that a

More information

CHAPTER 4 TWO STANDARD SHORTCUTS USED TO TRANSFORM ELECTROMAGNETIC EQUATIONS 4.1 THE FREE-PARAMETER METHOD

CHAPTER 4 TWO STANDARD SHORTCUTS USED TO TRANSFORM ELECTROMAGNETIC EQUATIONS 4.1 THE FREE-PARAMETER METHOD CHAPTER 4 TWO STANDARD SHORTCUTS USED TO TRANSFORM ELECTROMAGNETIC EQUATIONS The last several chapters have explained how the standard rules for changing units apply to electroagnetic physical quantities.

More information

Lectures 8 & 9: The Z-transform.

Lectures 8 & 9: The Z-transform. Lectures 8 & 9: The Z-transfor. 1. Definitions. The Z-transfor is defined as a function series (a series in which each ter is a function of one or ore variables: Z[] where is a C valued function f : N

More information

Feature Extraction Techniques

Feature Extraction Techniques Feature Extraction Techniques Unsupervised Learning II Feature Extraction Unsupervised ethods can also be used to find features which can be useful for categorization. There are unsupervised ethods that

More information

Handwriting Detection Model Based on Four-Dimensional Vector Space Model

Handwriting Detection Model Based on Four-Dimensional Vector Space Model Journal of Matheatics Research; Vol. 10, No. 4; August 2018 ISSN 1916-9795 E-ISSN 1916-9809 Published by Canadian Center of Science and Education Handwriting Detection Model Based on Four-Diensional Vector

More information

A toy model of quantum electrodynamics in (1 + 1) dimensions

A toy model of quantum electrodynamics in (1 + 1) dimensions IOP PUBLISHING Eur. J. Phys. 29 (2008) 815 830 EUROPEAN JOURNAL OF PHYSICS doi:10.1088/0143-0807/29/4/014 A toy odel of quantu electrodynaics in (1 + 1) diensions ADBoozer Departent of Physics, California

More information

Homotopy Analysis Method for Nonlinear Jaulent-Miodek Equation

Homotopy Analysis Method for Nonlinear Jaulent-Miodek Equation ISSN 746-7659, England, UK Journal of Inforation and Coputing Science Vol. 5, No.,, pp. 8-88 Hootopy Analysis Method for Nonlinear Jaulent-Miodek Equation J. Biazar, M. Eslai Departent of Matheatics, Faculty

More information

Problem Set 8 Solutions

Problem Set 8 Solutions Physics 57 Proble Set 8 Solutions Proble The decays in question will be given by soe Hadronic atric eleent: Γ i V f where i is the initial state, V is an interaction ter, f is the final state. The strong

More information

Supplemental Material for Correlation between Length and Tilt of Lipid Tails

Supplemental Material for Correlation between Length and Tilt of Lipid Tails Suppleental Material for Correlation between Length and Tilt of Lipid Tails Ditry I. Kopelevich and John F. Nagle I. RESULTS FOR ALTERNATIVE DIRECTOR DEFINITIONS A. Alternative Director Definitions The

More information

Jackson 6.4 Homework Problem Solution Dr. Christopher S. Baird University of Massachusetts Lowell

Jackson 6.4 Homework Problem Solution Dr. Christopher S. Baird University of Massachusetts Lowell Jackson 6.4 Homework Problem Solution Dr. Christopher S. Baird University of Massachusetts Lowell PROBLEM: A uniformly magnetized and conducting sphere of radius R and total magnetic moment m = 4πMR 3

More information

13.2 Fully Polynomial Randomized Approximation Scheme for Permanent of Random 0-1 Matrices

13.2 Fully Polynomial Randomized Approximation Scheme for Permanent of Random 0-1 Matrices CS71 Randoness & Coputation Spring 018 Instructor: Alistair Sinclair Lecture 13: February 7 Disclaier: These notes have not been subjected to the usual scrutiny accorded to foral publications. They ay

More information

Classical Field Theory: Electrostatics-Magnetostatics

Classical Field Theory: Electrostatics-Magnetostatics Classical Field Theory: Electrostatics-Magnetostatics April 27, 2010 1 1 J.D.Jackson, Classical Electrodynamics, 2nd Edition, Section 1-5 Electrostatics The behavior of an electrostatic field can be described

More information