Charge { Vortex Duality. in Double-Layered Josephson Junction Arrays

Size: px
Start display at page:

Download "Charge { Vortex Duality. in Double-Layered Josephson Junction Arrays"

Transcription

1 Charge { Vortex Duality in Double-Layere Josephson Junction Arrays Ya. M. Blanter a;b an Ger Schon c a Institut fur Theorie er Konensierten Materie, Universitat Karlsruhe, 76 Karlsruhe, Germany b Department of Theoretical Physics, Moscow Institute for Steel an Alloys, Leninskii Pr. 4, 736 Moscow, Russia c Institut fur Theoretische Festkorperphysik, Universitat Karlsruhe, 76 Karlsruhe, Germany (December, 5) Abstract A system of two parallel Josephson junction arrays couple by interlayer capacitances is consiere in the situation where one layer is in the vortexominate an the other in the charge-ominate regime. This system shows a symmetry (uality) of the relevant egrees of freeom, i.e. the vortices in one layer an the charges in the other. In contrast to single-layer arrays both contribute to the kinetic energy. The charges feel the magnetic el create by vortices, an, vice versa, the vortices feel a gauge el create by charges. For long-range interaction of the charges the system exhibits two Berezinskii-Kosterlitz-Thouless transitions, one for vortices an another one for charges. The interlayer capacitance suppresses both transition temperatures. The charge-unbining transition is suppresse alreay for relatively weak coupling, while the vortex-unbining transition is more robust. The shift of the transition temperature for vortices is calculate in the quasi-classical approximation for arbitrary relations between the capacitances (both weak an strong coupling). Two-imensional (D) Josephson junction arrays have attracte much attention because of the experimental an technological progress an the rich unerlying physics (see Ref. [] for review). Classical D Josephson junction arrays, where the Josephson coupling energy E J between the superconucting islans ominates, is a stanar example of a system exhibiting the Berezinskii-Kosterlitz-Thouless (BKT) transition { the unbining of vortex-antivortex pairs at a certain temperature T J [,3]. The transition separates a superconucting phase at T < T J / E J, where vortices are boun, from a resistive phase. It was realize later (see e.g. Refs. [4{7]) that charging eects, associate with the capacitances of the islans to the groun C an of the junctions C, lea to quantum uctuations of the phase an suppress

2 the BKT transition temperature. Beyon a critical value of the charging energy E C = minfe =C; e =C g the transition temperature vanishes, an the superconucting phase ceases to exist. The next step [{] was to unerstan that in the \extreme" quantum limit E C E J, where the quantum uctuations of the phases are very strong, the vortices are ill-ene objects. In this regime the charges on the islans become the relevant variables. If, furthermore, C C, the interaction between the charges is (nearly) the same as that of the vortices in the quasi-classical array. In particular, the charges can be consiere as a D Coulomb gas [3], an they unergo a BKT transition at temperature T C / E C. The phase below the transition is insulating. A nite value of the Josephson coupling between the islans suppresses this transition. As another example we mention the inuence of issipation (e.g. Ohmic issipation) on the phase transition in the array, which was rst note in Ref. []. We are not going to review these theoretical results, however it is necessary to stress that the theory of D Josephson junction arrays is far from being settle. Below we escribe another, more complicate system - two parallel D Josephson junction arrays with capacitive coupling between them (no Josephson coupling ). Probably the most interesting situation arises when one array is in the quasi-classical (vortex) regime while another one is in the quantum (charge) regime. Then the vortices in one layer an the charges in the other one are well-ene ynamical variables. Another important feature of the present system is that the strength of interaction between charges an vortices is controlle by the interlayer coupling C x an consequently this interaction may be weak or strong, whereas in usual D Josephson junction arrays the strength of charge-vortex interaction is of the same orer as either the charge-charge or the vortex-vortex interaction. We also show that the physical realization of this interaction is rather ierent from that in one array. Hence, at least for weak interlayer coupling, one shoul expect two BKT transitions, the rst for charges in one layer, an the secon for vortices in the other one. In this article we provie the theoretical escription of the couple system an calculate the shifts of the transition temperatures ue to the interlayer interaction. We consier two parallel Josephson junction arrays, i.e. (square) lattices of superconucting islans connecte by Josephson links. As usual, we suppose that the magnitue of the orer parameter in the islans is constant while its phase uctuates from islan to islan. The partition function of the system may be expresse conveniently in terms of these phases i (the inices i label the islans in each array an = ; refers to the number of array) = Y i () i () i fm i g;fm i g D i ()D i () exp(?sfg) : () Here the path integration over phases is carrie out with the bounary conitions i () = () i ; i () = () i + m i ; Multi-layere systems with Josephson coupling between layers have been iscusse in the literature (see e.g. [4,5]). The analog of the BKT transition is in this case the isruption of vortex rings. In the limit of weak Josephson couplings this system is reuce to the D Y-moel, while in the opposite case of strong coupling it is essentially the 3D Y-moel. This situation, however, is absolutely ierent from the one we escribe below.

3 where is the inverse temperature, an h =. The Eucliean eective action Sfg is Sfg = < : C ( _ e i ) + C ( _ e i? _ j ) + C ( _ e i ) + C ( _ e i? _ j ) + i hi + C x ( e _ i? _ i ) + E J [? cos( i? j )] + E J [? cos( i? j )] ; : () i hi Here C are the capacitances of the islans in the array relative to the groun, C are the capacitances of the junctions in the array, an C x are the interlayer capacitances. Furthermore, E J are the Josephson coupling constants in the layers. Here an below we use the symbol P hi to enote the summation over nearest neighbors only, an each pair is counte once; the symbol P stans for the summation for all values i an j (in particular, each pair except hiii is counte twice). From now on we choose parameters such that the array is in the charge (quantum) regime while the array is in the quasi-classical (vortex) regime. In terms of the phase variables this means that in the array the phases on each grain are strongly uctuating in time, while in array they are nearly time-inepenent. This regime is escribe by the conitions E J e = ~ C ; E J e = ~ C ; with ~ C = maxfc ; C ; C x g. Below we rst calculate the shift of the BKT transition temperature for vortices in the array. This oes not require the introuction of charges an vortices an may be one in the phase representation. Then, we turn to the BKT transition for charges in the array. For this purpose we move from a escription in terms of phases to one in terms of charges an vortices, an use the uality of the resulting action to investigate the transition. At the same time, we will show that charges an vortices in this system can be consiere as two-imensional ynamical particles with masses. The charge-charge an vortex-vortex interaction are essentially those of D Coulomb particles, while the charge-vortex interaction is more peculiar. hi i hi = BKT transition for vortices The shift of the BKT transition temperature for vortices in the array ue to the coupling to the array can be calculate easily if we set the small parameter E J to zero. Then the action for the phases i becomes Gaussian an the latter may be integrate out. After that the shift of the BKT temperature for vortices may be obtaine by means of the quasi-classical expansion [7,6]. The rst step requires a comment. The path integration over the phases of the islans i () in the array is, as usual, performe by a linear shift of variables in orer to eliminate This means, in particular, that the results obtaine below are vali also in the case when the array is in the normal state. Because of the e-perioicity in this case the bounary conitions in the array shoul rea i()? i() = 4m i. As we will show, this oes not change the nal result. 3

4 terms linear in i. However, the new (shifte) variables o not generally satisfy the bounary conitions, an consequently the integration is not possible. If, nevertheless, the array is in the quasi-classical regime, the contributions of all non-zero wining numbers m i to the partition function are exponentially small in comparison with the contribution of m i = (see, e.g. [6]). If we neglect these small contributions, the phases i become perioic, an the bounary conitions in the array are met automatically. After integration over the phases i we n Y = () i D i () exp(? Sf ~ i g) (3) i with the eective action ~Sfg = < : e _ i [ ] j _ + E J [? cos( i? j )] ; : (4) Here [ ] is the eective capacitance matrix for the layer (see also below) hi [ ] =? C x? [ ^Q ] + C [ C ^Q ] (5) = an the matrices ^Q ( = ; ) have a form [ ^Q ] = C +C x C i = j? i an j are nearest neighbors otherwise : Since the array is suppose to be in the quasi-classical regime, only weakly timeepenent perioic paths i () are important. Hence we may write the phases in the form i () = () i + f i (), where f i () =? n= [f i (! n ) exp(?i! n ) + f i (! n ) exp(i! n )]: is expresse as a sum over Matsubara frequencies! n = n?. Now the action may be expane to quaratic terms in f i (), yieling ~Sf () i ; f i ()g = E J [? cos( () i? () j )] + + hi < : f_ i [ e ] f_ j + E J hi [f i ()? f j ()] cos( () i? () j ) = ; : (6) Note that the rst term is the classical action of D Coulomb gas [3]. Finally, one performs the cumulant expansion [7,6] in the last term in brackets in Eq. (6). As a result the action has exactly the same form as the classical one, but with the renormalize temperature!?? D (f i ()? f j ()) E : (7) 4

5 Here the angular brackets enote the averaging with the eective action S eff = (e )? f_ i ()[ ] f_ j (): From this we obtain the shift of the transition temperature ue to the interlayer coupling where T J = T J? e A=3; () A = Re([? ] ii? [? ] hi ); an the secon term is the matrix element taken for neighboring islans. (We have assume that the matrix epens on the istance between the islans only). Here T J is the transition temperature for a classical D Josephson junction array [3] (to be of orer E J ). Eq. () is the result we were aiming at, however in orer to obtain some analytical expressions we evaluate the quantity A in some approximations. In Fourier representation the matrices Q (k) have the form Q (k) = (ka) + (C )? (C x + C ); ka ; with a being the lattice parameter. Consequently the matrix? is? (k) = C (ka) + C x + C : () (C (ka) + C x + C )(C (ka) + C x + C )? Cx If we replace the rst Brillouin zone by a circle cut-o at k < a?, the integration over the angular variable can be performe easily, an we obtain A = a =a kk? (k)[? J (ka)]: In the range of integration the Bessel function J can be approximate by its expansion J (x)? x =4: Finally, in the case C C x (this situation is the most interesting) we obtain T J? T J = e 4C eff ; C eff =? C x C x C + C x C ln : () C C C x C + C x C + C C It is seen that the eect of layer is merely the renormalization of the eective capacitance. As a result, the BKT transition for vortices in the layer is suppresse. We shoul emphasize that the result () is vali for arbitrary capacitances C x, C an C. The only restriction is the valiity of the quasi-classical approximation. The shift of the transition temperature shoul be small, or, in other wors, e =C eff E J. In particular, for C x C (weak coupling between the layers) one obtains C eff C irrespectively of C vortices in layer o not feel the presence of the layer. In the case C = C C x the eective capacitance is C eff = C, while for C = C x C one has C eff = C x =3. It is seen that in the latter case the temperature begins to feel the presence of the rst layer, however the absolute value of the shift becomes now small. 5

6 Charge { vortex uality an BKT transition for charges Before we turn to the escription of the BKT transition for charges, it is necessary to stress the following. As shown by the eective action (), the interlayer capacitance C x not only couples the layers, but also renormalizes the capacitances C an C of the islans to the groun. Hence the logarithmic interaction between the charges in each layer has a nite range for any non-zero C x ue to the screening, an the BKT transition, is, strictly speaking, absent. One shoul realize, however, that in the situation C C x C the screening length a(c =C x ) = can be very large. Below we assume that these inequalities are satise an the range of interaction is large enough to make it meaningful to speak about the charge-unbining transition. (Note that like any phase transition in a nite system this transition is smeare; in other wors, the resistance grows exponentially, an, strictly speaking, for nite it is impossible to istinguish between insulating an resistive phases). On the other han, alreay for relatively weak coupling C x C cr C this escription becomes meaningless an the insulating phase is absent. As we show below, in the small range C x C cr the transition temperature for charges in layer oes not feel the presence of the layer an hence is essentially the charge-unbining temperature for one Josephson junction array []. Nevertheless, the charge-vortex escription require to obtain this result gives rise to an interesting physical moel to be escribe below. Now we move from the phase escription (),() to a charge-vortex escription. First we introuce the large capacitance matrix! ^C ^C =? ^Cx : ()? ^Cx ^C Here ^C is the capacitance matrix in the array while ^C x = C x. The inverse matrix in the Fourier representation reas as C? (k) = () (C (ka) + C x + C )(C (ka) + C x + C )? Cx!! C (ka)? + C x + C C x ^ (k) ^? x (k) [ C x C (ka) + C x + C ^?? x (k) ^ (k) ^C? ] (k): Inices ; = ; again label the array. The matrix ^C? escribes the interaction of charges. We have also introuce for later convenience the matrices?, escribing the interaction of charges within layer, as well as? x referring to charges in ierent layers (cf. Eq. (). Then the eective action () can be rewritten in terms of integer charges q i of each islan an phases i Sfq; g = < : e ; q i ()[ ^C? ] q j () + i h qi () _ i () + q i () _ i () i + +E J [? cos( i? j )] + E J [? cos( i? j )] ; : (3) hi Now it is possible to introuce vortex egrees of freeom by means of the Villain transformation [7] (see also []). It is important that this proceure eals only with the phase 6 hi =

7 variables an oes not aect the charge interaction (the rst term in Eq. (3)). The phase terms (the secon an the thir one in Eq. (3)), however, have exactly the same form in the problem of two arrays as for a single Josephson junction layer. The proceure for a single-layer array array is iscusse in etails in Refs. [,], the generalization to the ouble-layer system is straightforwar. The partition function becomes = Y i fq i ;q i g fv i ;v i g exp(?sfq; vg); (4) where the eective action for integer charges q i an vorticities v i is Sfq; vg = + 4E J +i < : e ; q i ()[ ^C? ] q j () + _q i ()G () _q j () + E J F ( E J ) _q i () v j () + i = _q i () v j () ; : 4E J F ( E J ) v j + E J v i G () _q i ()G () _q j ()+ v i G () v j + (5) Here we introuce the iscrete time variable; the time lattice spacing in the array is of orer (E J E C )?=, E C e =C. The time integration an erivatives are continuous notations for a summation over time lattice an for a iscrete erivative respectively. The function F (x) = f() _ =? [f( + )? f()]; x ln(j (x)=j (x))! x ln(4=x) ; x ; is introuce to \correct" the Villain transformation for small E J [7]. As we see, its entire eect is to renormalize (to increase) the Josephson coupling in the layer ; the renormalize coupling ~ EJ reas as ~E J (E J E C ) = (ln(e C =E J ))? : (6) Note that for E J E C (charge regime) one obtains ~ E J E C. The kernel = arctan( y i? y j x i? x j ) escribes the phase conguration at site i aroun a vortex at site j. Finally, the kernel G () is the lattice Green's function, i.e. the Fourier transform of k?. At large istances between the sites i an j it epens only on the istance r between the sites an has a form (see e.g. [3]) G () = ln( =r); a r ; = a(c =C x ) = : (7) Later on, we assume that the linear size of each array is much less that the range of interaction. This means, in particular, that we assume C x C. 7

8 The action (5) epens on the charges an vorticities in both layers. However, in our situation, when the layers an are in the charge an vortex regimes, respectively, the vortices in the layer an the charges in the layer may be integrate out []. To o this we suppose the latter variables to be continuous (strongly uctuating), an neglect the kinetic term for charges in the layer ( _q G () _q ). Then after performing the Gaussian integration we obtain the eective action for charges q i in the layer an vorticities v i in the layer (to be referre below as q i an v i ) Sfq; vg = + E C < : E C _v i () " G ()? q i ()G () q j () + 4 ~ EJ Cx 4 C C kl ik G () kl lj # _q i ()G () _v j () + ic x C _q j () + E J k v i G () v j + = _v i () ik G () kj q j() ; : () To erive Eq. () we have taken into account the explicit expression for the large capacitance matrix (). The action () is the central result of this section. It looks rather similar to the eective charge-vortex action in one Josephson junction, but the most important ierence is that while in one layer either charges or vortices are well-ene, Eq. () escribes the system of well-ene ynamic variables on each site charges in the layer an vortices in the layer. We postpone the iscussion of physics in this system until the next section, however it is clear that the action shows a uality between charges an vortices. The secon term in the square brackets is small if C x C ; C. Both kinetic terms for charges an vortices violate the uality ue to the numerical coecients. However close enough to the transitions these terms prouce only small renormalization of the transition temperature, an are not important. Another interesting feature of this action is that the last term, escribing the interaction between charges an vortices, is also small, while in a single-layer array the interaction is always of the same orer of magnitue as another terms. It is obvious that for long-range interaction of the charges in the layer they also exhibit the BKT transition, an uner the conitions where the action () was obtaine the transition temperature oes not feel the presence of the layer : T C? T C = ~ E J 4 : Charge an vortex motion To unerstan the physics escribe by the action () it is instructive to map this moel onto the D Coulomb gas. For this purpose we move from the space-time lattice to the continuous meium an introuce the coorinates of the vortex centers an charges q i ()! m v i ()! n q m (r? r m ()) v n (r? R n ()): ()

9 Here q m = an v n = represent charges an vortices respectively; r m () an R n () are the corresponing coorinates of the charges an of the vortex centers. Now the partition function reas = M = N = Dr () : : : Dr M ()DR () : : : DR N () exp(?sfr; Rg); () an we are going to eal with the eective action Sfr; Rg, escribing the behavior of the system of M charges (of which M are positive, q =, an the other M are negative, q =?), an of N positive (v = ) an N negative (v =?) vortices. The rst an thir terms of the action () can be easily transforme by means of ecomposition (). The rst one prouces the potential energy of charge interaction, S (q) int = E C M m;n= q m q n G () (r m ()? r n ()): () In principle, the summation inclues the terms with m = n; these, however, may be exclue from this sum, giving rise to the chemical potential for charges. The thir term in Eq. () yiels the interaction of vortices S (v) int = E J N m;n= v m v n G () (R m ()? R n ()): () Here again the term with m = n gives rise to the chemical potential for vortices. The terms () an () are essentially the action for (classical) Coulomb gases of charges an vortices, respectively [3]. If we neglect the small correction proportional to the Cx=C C in the fourth term in Eq.() then the secon an fourth terms can be transforme to the kinetic energy of charges an vortices respectively []. The secon term gives S (q) kin = E ~ J We have introuce the mass tensor [] M m;n= q m q n _r mm (r m? r n ) _r n: (3) M (r) =?r r G () (r): (4) It ecreases proportional to r? for r a, an consequently may be approximate by a local function M (r) = M (r); M = a : Then the kinetic term for charges takes a simple form S (q) kin = a E ~ J M m= _r m (): (5) Similarly, the fourth term in Eq.() prouces the kinetic term for vortices

10 S (v) kin = a E C N m= _R m(): (6) Finally, the last term in Eq.()) is responsible for the interaction between charges an vortices. The corresponing term in Sfr,Rg is S qv = ic x v m q n C a mn The integral over r can be calculate explicitly, yieling r r Rm (R m? r )G () (r? r n ) _ Rm (): (7) with S qv =? m A m (R m ) = n iv m _R m ()A m (R m ) () q n a(r m ()? r n ()); The resulting action is a(r) =? 4a C x C ( + ln( =r))[^z r]: Sfr; Rg = S (q) int + S (v) int + S (q) kin + S (v) kin + S qv : () The action () is essentially that of two D Coulomb systems. The charges an the vortices can be viewe as particles with masses M q = a ~ E J an M v = 4a E C (3) respectively. Charges interact via the eective capacitance, vortices via the usual logarithmic interaction with strength E J. Furthermore, the vortices prouce the vector potential a for the charges 3 ; the magnetic el associate with this vector potential is B = ea C x C ln r ; a r : (3) Its sign epens of the signs of the corresponing vortex an charge. Apart from its quite peculiar functional form, another important feature of this el is the small factor C x =C. 3 This seeming asymmetry is rather articial. In Eq.() one can rewrite after a partial integration the charge-vortex interaction term in orer to obtain the vector potential for vortices, create by charges, as well. However, this vector potential contains always the small factor C x =C.

11 Summary We have investigate the system of two D Josephson junction arrays couple by capacitances C x, in the situation when the arrays an are in the charge an vortex regime, respectively. In the case of weak coupling C x C ; C the system shows an (approximate) uality between ynamical charges in one layer an ynamical vortices in the other one. In contrast to a single layer array, both variables are well-ene. The system is equivalent to two D Coulomb gases of massful particles. The charges feel the magnetic el create by vortices, an, vice versa, the vortices feel the gauge el create by charges. In this respect the system resembles the composite fermion moel of the fractional quantum Hall eect, however the magnetic el is now small an has another functional form, so one may expect ierent physics. In this regime the system shows two BKT transitions, one for charges an another for vortices, an the coupling between the layers suppresses both transitions. Although one coul expect the suppression of one transition an the enhancement of another one, the suppression of both transitions is rather natural, since the capacitance C x also renormalizes the capacitances of the islans to the groun. The BKT transition for charges vanishes even for very small values of C x, however, the BKT transition for vortices survives uner conition e =C eff E J irrespective of the relations between the capacitances C, C an C x. The shift of this temperature ue to the capacitance eects is calculate within the phase representation for both cases of weak an strong coupling. The eect of the layer is to renormalize the capacitance matrix in the layer. For weak coupling C x C (irrespective of C ) the vortices o not feel the presence of another layer, an the temperature remains the same as for one layer. However, for C x C ierent situations are possible. In summary, we woul like to emphasize that the system of two couple Josephson junction arrays may exhibit quite rich an interesting physics. We have investigate some limiting cases, however, the further rich behavior of this system can be expecte in other cases. In particular, the magnetic el create by vortices seems to be rather unusual an interesting. We hope that experimental stuies of this system will be performe in the near future. Acknowlegments The authors are grateful to R. Fazio, K.-H. Wagenblast, an A. D. aikin for useful iscussions. One of us (G. S.) acknowleges the hospitality of the Helsinki University of Technology, where the part of this work was one. The project was supporte by the Alexaner von Humbolt Founation (Y. M. B.) an by the DFG within the research program of the Sonerforschungbereich 5.

12 REFERENCES [] J. E. Mooji an G. Schon, in Single Charge Tunneling, e. by H. Grabert an M. H. Devoret, Plenum Press, N. Y. (), p.75. [] V. L. Berezinskii, h. Eksp. Theor. Fiz. 5, 7 (7) [Sov. Phys. - JETP 3, 43 (7)]; J. M. Kosterlitz an D. J. Thouless, J. Phys. C 6, (73). [3] J. M. Kosterlitz, J. Phys. C 7, 46 (74). [4] B. Abeles, Phys. Rev. B 5, (77). [5] S. Doniach, Phys. Rev. B 4, 563 (). [6] Yu. E. Lozovik an S. G. Akopov, J. Phys. C 4, L3 (). [7] J. V. Jose, Phys. Rev. B, 36 (4). [] M. P. A. Fisher, G. Grinstein, an S. M. Girvin, Phys. Rev. Lett. 64, 57 (). [] J. E. Mooji, B. J. van Wees, L. J. Geerligs, M. Peters, R. Fazio, an G. Schon, Phys. Rev. Lett. 65, 645 (). [] R. Fazio an G. Schon, Phys. Rev. B 43, 537 (). [] R. Fazio, U. Geigenmuller, an G. Schon, in Quantum Fluctuations in Mesoscopic an Macroscopic Systems, E. by H. A. Cereira, F. Guinea Lopez, an U. Weiss, Worl Scientic, Singapore (), p.4. [] S. Chakravarty, G.-L. Ingol, S. Kivelson, an A. Luther, Phys. Rev. Lett. 56, 33 (6) [3] P. Minnhagen, Rev. Mo. Phys. 5, (7). [4] S. R. Shenoy, Phys. Rev. B 4, 55 (). [5] N. K. Kultanov an Yu. E. Lozovik, Sol. St. Commun., 645 (3). [6] J. V. Jose an C. Rojas, Physica B 3, 4 (4). [7] J. Villain, J.Physique 36, 5 (75). [] J. V. Jose, L. P. Kaano, S. Kirkpatrick, an D. R. Nelson, Phys. Rev. B 6, 7 (77). [] U. Eckern an A. Schmi, Phys. Rev. B 3, 644 ().

Assignment 1. g i (x 1,..., x n ) dx i = 0. i=1

Assignment 1. g i (x 1,..., x n ) dx i = 0. i=1 Assignment 1 Golstein 1.4 The equations of motion for the rolling isk are special cases of general linear ifferential equations of constraint of the form g i (x 1,..., x n x i = 0. i=1 A constraint conition

More information

05 The Continuum Limit and the Wave Equation

05 The Continuum Limit and the Wave Equation Utah State University DigitalCommons@USU Founations of Wave Phenomena Physics, Department of 1-1-2004 05 The Continuum Limit an the Wave Equation Charles G. Torre Department of Physics, Utah State University,

More information

Separation of Variables

Separation of Variables Physics 342 Lecture 1 Separation of Variables Lecture 1 Physics 342 Quantum Mechanics I Monay, January 25th, 2010 There are three basic mathematical tools we nee, an then we can begin working on the physical

More information

1 Introuction In the past few years there has been renewe interest in the nerson impurity moel. This moel was originally propose by nerson [2], for a

1 Introuction In the past few years there has been renewe interest in the nerson impurity moel. This moel was originally propose by nerson [2], for a Theory of the nerson impurity moel: The Schrieer{Wol transformation re{examine Stefan K. Kehrein 1 an nreas Mielke 2 Institut fur Theoretische Physik, uprecht{karls{universitat, D{69120 Heielberg, F..

More information

ensembles When working with density operators, we can use this connection to define a generalized Bloch vector: v x Tr x, v y Tr y

ensembles When working with density operators, we can use this connection to define a generalized Bloch vector: v x Tr x, v y Tr y Ph195a lecture notes, 1/3/01 Density operators for spin- 1 ensembles So far in our iscussion of spin- 1 systems, we have restricte our attention to the case of pure states an Hamiltonian evolution. Toay

More information

19 Eigenvalues, Eigenvectors, Ordinary Differential Equations, and Control

19 Eigenvalues, Eigenvectors, Ordinary Differential Equations, and Control 19 Eigenvalues, Eigenvectors, Orinary Differential Equations, an Control This section introuces eigenvalues an eigenvectors of a matrix, an iscusses the role of the eigenvalues in etermining the behavior

More information

Lecture 2 Lagrangian formulation of classical mechanics Mechanics

Lecture 2 Lagrangian formulation of classical mechanics Mechanics Lecture Lagrangian formulation of classical mechanics 70.00 Mechanics Principle of stationary action MATH-GA To specify a motion uniquely in classical mechanics, it suffices to give, at some time t 0,

More information

Calculus of Variations

Calculus of Variations Calculus of Variations Lagrangian formalism is the main tool of theoretical classical mechanics. Calculus of Variations is a part of Mathematics which Lagrangian formalism is base on. In this section,

More information

Conservation Laws. Chapter Conservation of Energy

Conservation Laws. Chapter Conservation of Energy 20 Chapter 3 Conservation Laws In orer to check the physical consistency of the above set of equations governing Maxwell-Lorentz electroynamics [(2.10) an (2.12) or (1.65) an (1.68)], we examine the action

More information

The derivative of a function f(x) is another function, defined in terms of a limiting expression: f(x + δx) f(x)

The derivative of a function f(x) is another function, defined in terms of a limiting expression: f(x + δx) f(x) Y. D. Chong (2016) MH2801: Complex Methos for the Sciences 1. Derivatives The erivative of a function f(x) is another function, efine in terms of a limiting expression: f (x) f (x) lim x δx 0 f(x + δx)

More information

Physics 5153 Classical Mechanics. The Virial Theorem and The Poisson Bracket-1

Physics 5153 Classical Mechanics. The Virial Theorem and The Poisson Bracket-1 Physics 5153 Classical Mechanics The Virial Theorem an The Poisson Bracket 1 Introuction In this lecture we will consier two applications of the Hamiltonian. The first, the Virial Theorem, applies to systems

More information

JUST THE MATHS UNIT NUMBER DIFFERENTIATION 2 (Rates of change) A.J.Hobson

JUST THE MATHS UNIT NUMBER DIFFERENTIATION 2 (Rates of change) A.J.Hobson JUST THE MATHS UNIT NUMBER 10.2 DIFFERENTIATION 2 (Rates of change) by A.J.Hobson 10.2.1 Introuction 10.2.2 Average rates of change 10.2.3 Instantaneous rates of change 10.2.4 Derivatives 10.2.5 Exercises

More information

Quantum Mechanics in Three Dimensions

Quantum Mechanics in Three Dimensions Physics 342 Lecture 20 Quantum Mechanics in Three Dimensions Lecture 20 Physics 342 Quantum Mechanics I Monay, March 24th, 2008 We begin our spherical solutions with the simplest possible case zero potential.

More information

'HVLJQ &RQVLGHUDWLRQ LQ 0DWHULDO 6HOHFWLRQ 'HVLJQ 6HQVLWLYLW\,1752'8&7,21

'HVLJQ &RQVLGHUDWLRQ LQ 0DWHULDO 6HOHFWLRQ 'HVLJQ 6HQVLWLYLW\,1752'8&7,21 Large amping in a structural material may be either esirable or unesirable, epening on the engineering application at han. For example, amping is a esirable property to the esigner concerne with limiting

More information

G4003 Advanced Mechanics 1. We already saw that if q is a cyclic variable, the associated conjugate momentum is conserved, L = const.

G4003 Advanced Mechanics 1. We already saw that if q is a cyclic variable, the associated conjugate momentum is conserved, L = const. G4003 Avance Mechanics 1 The Noether theorem We alreay saw that if q is a cyclic variable, the associate conjugate momentum is conserve, q = 0 p q = const. (1) This is the simplest incarnation of Noether

More information

1 Introuction To ene everthing precisel we consier a specic moel. Let us concentrate our attention on Bose gas with elta interaction (quantum Nonlinea

1 Introuction To ene everthing precisel we consier a specic moel. Let us concentrate our attention on Bose gas with elta interaction (quantum Nonlinea The New Ientit for the Scattering Matrix of Exactl Solvable Moels 1 Vlaimir Korepin an Nikita Slavnov z ITP, SUNY at Ston Brook, NY 11794-3840, USA. korepininsti.phsics.sunsb.eu z Steklov Mathematical

More information

arxiv: v1 [hep-lat] 19 Nov 2013

arxiv: v1 [hep-lat] 19 Nov 2013 HU-EP-13/69 SFB/CPP-13-98 DESY 13-225 Applicability of Quasi-Monte Carlo for lattice systems arxiv:1311.4726v1 [hep-lat] 19 ov 2013, a,b Tobias Hartung, c Karl Jansen, b Hernan Leovey, Anreas Griewank

More information

Some vector algebra and the generalized chain rule Ross Bannister Data Assimilation Research Centre, University of Reading, UK Last updated 10/06/10

Some vector algebra and the generalized chain rule Ross Bannister Data Assimilation Research Centre, University of Reading, UK Last updated 10/06/10 Some vector algebra an the generalize chain rule Ross Bannister Data Assimilation Research Centre University of Reaing UK Last upate 10/06/10 1. Introuction an notation As we shall see in these notes the

More information

Table of Common Derivatives By David Abraham

Table of Common Derivatives By David Abraham Prouct an Quotient Rules: Table of Common Derivatives By Davi Abraham [ f ( g( ] = [ f ( ] g( + f ( [ g( ] f ( = g( [ f ( ] g( g( f ( [ g( ] Trigonometric Functions: sin( = cos( cos( = sin( tan( = sec

More information

and from it produce the action integral whose variation we set to zero:

and from it produce the action integral whose variation we set to zero: Lagrange Multipliers Monay, 6 September 01 Sometimes it is convenient to use reunant coorinates, an to effect the variation of the action consistent with the constraints via the metho of Lagrange unetermine

More information

arxiv:cond-mat/ v1 12 Oct 2005

arxiv:cond-mat/ v1 12 Oct 2005 Creation an estruction of a spin gap in weakly couple quarter-fille laers B. Eegger,, H.G. Evertz, an R.M. Noack Institut für Theoretische Physik, Technische Universität Graz, A-8 Graz, Austria Institut

More information

Thermal conductivity of graded composites: Numerical simulations and an effective medium approximation

Thermal conductivity of graded composites: Numerical simulations and an effective medium approximation JOURNAL OF MATERIALS SCIENCE 34 (999)5497 5503 Thermal conuctivity of grae composites: Numerical simulations an an effective meium approximation P. M. HUI Department of Physics, The Chinese University

More information

Introduction to the Vlasov-Poisson system

Introduction to the Vlasov-Poisson system Introuction to the Vlasov-Poisson system Simone Calogero 1 The Vlasov equation Consier a particle with mass m > 0. Let x(t) R 3 enote the position of the particle at time t R an v(t) = ẋ(t) = x(t)/t its

More information

IERCU. Institute of Economic Research, Chuo University 50th Anniversary Special Issues. Discussion Paper No.210

IERCU. Institute of Economic Research, Chuo University 50th Anniversary Special Issues. Discussion Paper No.210 IERCU Institute of Economic Research, Chuo University 50th Anniversary Special Issues Discussion Paper No.210 Discrete an Continuous Dynamics in Nonlinear Monopolies Akio Matsumoto Chuo University Ferenc

More information

arxiv:physics/ v2 [physics.ed-ph] 23 Sep 2003

arxiv:physics/ v2 [physics.ed-ph] 23 Sep 2003 Mass reistribution in variable mass systems Célia A. e Sousa an Vítor H. Rorigues Departamento e Física a Universiae e Coimbra, P-3004-516 Coimbra, Portugal arxiv:physics/0211075v2 [physics.e-ph] 23 Sep

More information

Advanced Partial Differential Equations with Applications

Advanced Partial Differential Equations with Applications MIT OpenCourseWare http://ocw.mit.eu 18.306 Avance Partial Differential Equations with Applications Fall 2009 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.eu/terms.

More information

6 Wave equation in spherical polar coordinates

6 Wave equation in spherical polar coordinates 6 Wave equation in spherical polar coorinates We now look at solving problems involving the Laplacian in spherical polar coorinates. The angular epenence of the solutions will be escribe by spherical harmonics.

More information

Quantum mechanical approaches to the virial

Quantum mechanical approaches to the virial Quantum mechanical approaches to the virial S.LeBohec Department of Physics an Astronomy, University of Utah, Salt Lae City, UT 84112, USA Date: June 30 th 2015 In this note, we approach the virial from

More information

How the potentials in different gauges yield the same retarded electric and magnetic fields

How the potentials in different gauges yield the same retarded electric and magnetic fields How the potentials in ifferent gauges yiel the same retare electric an magnetic fiels José A. Heras a Departamento e Física, E. S. F. M., Instituto Politécnico Nacional, México D. F. México an Department

More information

Qubit channels that achieve capacity with two states

Qubit channels that achieve capacity with two states Qubit channels that achieve capacity with two states Dominic W. Berry Department of Physics, The University of Queenslan, Brisbane, Queenslan 4072, Australia Receive 22 December 2004; publishe 22 March

More information

Implicit Differentiation

Implicit Differentiation Implicit Differentiation Thus far, the functions we have been concerne with have been efine explicitly. A function is efine explicitly if the output is given irectly in terms of the input. For instance,

More information

arxiv: v1 [cond-mat.stat-mech] 9 Jan 2012

arxiv: v1 [cond-mat.stat-mech] 9 Jan 2012 arxiv:1201.1836v1 [con-mat.stat-mech] 9 Jan 2012 Externally riven one-imensional Ising moel Amir Aghamohammai a 1, Cina Aghamohammai b 2, & Mohamma Khorrami a 3 a Department of Physics, Alzahra University,

More information

Euler equations for multiple integrals

Euler equations for multiple integrals Euler equations for multiple integrals January 22, 2013 Contents 1 Reminer of multivariable calculus 2 1.1 Vector ifferentiation......................... 2 1.2 Matrix ifferentiation........................

More information

Sources and Sinks of Available Potential Energy in a Moist Atmosphere. Olivier Pauluis 1. Courant Institute of Mathematical Sciences

Sources and Sinks of Available Potential Energy in a Moist Atmosphere. Olivier Pauluis 1. Courant Institute of Mathematical Sciences Sources an Sinks of Available Potential Energy in a Moist Atmosphere Olivier Pauluis 1 Courant Institute of Mathematical Sciences New York University Submitte to the Journal of the Atmospheric Sciences

More information

QUANTUMMECHANICAL BEHAVIOUR IN A DETERMINISTIC MODEL. G. t Hooft

QUANTUMMECHANICAL BEHAVIOUR IN A DETERMINISTIC MODEL. G. t Hooft QUANTUMMECHANICAL BEHAVIOUR IN A DETERMINISTIC MODEL G. t Hooft Institute for Theoretical Physics University of Utrecht, P.O.Box 80 006 3508 TA Utrecht, the Netherlans e-mail: g.thooft@fys.ruu.nl THU-96/39

More information

PHYS 414 Problem Set 2: Turtles all the way down

PHYS 414 Problem Set 2: Turtles all the way down PHYS 414 Problem Set 2: Turtles all the way own This problem set explores the common structure of ynamical theories in statistical physics as you pass from one length an time scale to another. Brownian

More information

G j dq i + G j. q i. = a jt. and

G j dq i + G j. q i. = a jt. and Lagrange Multipliers Wenesay, 8 September 011 Sometimes it is convenient to use reunant coorinates, an to effect the variation of the action consistent with the constraints via the metho of Lagrange unetermine

More information

The Exact Form and General Integrating Factors

The Exact Form and General Integrating Factors 7 The Exact Form an General Integrating Factors In the previous chapters, we ve seen how separable an linear ifferential equations can be solve using methos for converting them to forms that can be easily

More information

Delocalization of boundary states in disordered topological insulators

Delocalization of boundary states in disordered topological insulators Journal of Physics A: Mathematical an Theoretical J. Phys. A: Math. Theor. 48 (05) FT0 (pp) oi:0.088/75-83/48//ft0 Fast Track Communication Delocalization of bounary states in isorere topological insulators

More information

Vectors in two dimensions

Vectors in two dimensions Vectors in two imensions Until now, we have been working in one imension only The main reason for this is to become familiar with the main physical ieas like Newton s secon law, without the aitional complication

More information

Chapter 4. Electrostatics of Macroscopic Media

Chapter 4. Electrostatics of Macroscopic Media Chapter 4. Electrostatics of Macroscopic Meia 4.1 Multipole Expansion Approximate potentials at large istances 3 x' x' (x') x x' x x Fig 4.1 We consier the potential in the far-fiel region (see Fig. 4.1

More information

Survey Sampling. 1 Design-based Inference. Kosuke Imai Department of Politics, Princeton University. February 19, 2013

Survey Sampling. 1 Design-based Inference. Kosuke Imai Department of Politics, Princeton University. February 19, 2013 Survey Sampling Kosuke Imai Department of Politics, Princeton University February 19, 2013 Survey sampling is one of the most commonly use ata collection methos for social scientists. We begin by escribing

More information

2Algebraic ONLINE PAGE PROOFS. foundations

2Algebraic ONLINE PAGE PROOFS. foundations Algebraic founations. Kick off with CAS. Algebraic skills.3 Pascal s triangle an binomial expansions.4 The binomial theorem.5 Sets of real numbers.6 Surs.7 Review . Kick off with CAS Playing lotto Using

More information

Optimization of Geometries by Energy Minimization

Optimization of Geometries by Energy Minimization Optimization of Geometries by Energy Minimization by Tracy P. Hamilton Department of Chemistry University of Alabama at Birmingham Birmingham, AL 3594-140 hamilton@uab.eu Copyright Tracy P. Hamilton, 1997.

More information

The effect of nonvertical shear on turbulence in a stably stratified medium

The effect of nonvertical shear on turbulence in a stably stratified medium The effect of nonvertical shear on turbulence in a stably stratifie meium Frank G. Jacobitz an Sutanu Sarkar Citation: Physics of Fluis (1994-present) 10, 1158 (1998); oi: 10.1063/1.869640 View online:

More information

SYMMETRIC KRONECKER PRODUCTS AND SEMICLASSICAL WAVE PACKETS

SYMMETRIC KRONECKER PRODUCTS AND SEMICLASSICAL WAVE PACKETS SYMMETRIC KRONECKER PRODUCTS AND SEMICLASSICAL WAVE PACKETS GEORGE A HAGEDORN AND CAROLINE LASSER Abstract We investigate the iterate Kronecker prouct of a square matrix with itself an prove an invariance

More information

1 dx. where is a large constant, i.e., 1, (7.6) and Px is of the order of unity. Indeed, if px is given by (7.5), the inequality (7.

1 dx. where is a large constant, i.e., 1, (7.6) and Px is of the order of unity. Indeed, if px is given by (7.5), the inequality (7. Lectures Nine an Ten The WKB Approximation The WKB metho is a powerful tool to obtain solutions for many physical problems It is generally applicable to problems of wave propagation in which the frequency

More information

u t v t v t c a u t b a v t u t v t b a

u t v t v t c a u t b a v t u t v t b a Nonlinear Dynamical Systems In orer to iscuss nonlinear ynamical systems, we must first consier linear ynamical systems. Linear ynamical systems are just systems of linear equations like we have been stuying

More information

The Sokhotski-Plemelj Formula

The Sokhotski-Plemelj Formula hysics 25 Winter 208 The Sokhotski-lemelj Formula. The Sokhotski-lemelj formula The Sokhotski-lemelj formula is a relation between the following generalize functions (also calle istributions), ±iǫ = iπ(),

More information

A Model of Electron-Positron Pair Formation

A Model of Electron-Positron Pair Formation Volume PROGRESS IN PHYSICS January, 8 A Moel of Electron-Positron Pair Formation Bo Lehnert Alfvén Laboratory, Royal Institute of Technology, S-44 Stockholm, Sween E-mail: Bo.Lehnert@ee.kth.se The elementary

More information

Time-of-Arrival Estimation in Non-Line-Of-Sight Environments

Time-of-Arrival Estimation in Non-Line-Of-Sight Environments 2 Conference on Information Sciences an Systems, The Johns Hopkins University, March 2, 2 Time-of-Arrival Estimation in Non-Line-Of-Sight Environments Sinan Gezici, Hisashi Kobayashi an H. Vincent Poor

More information

Scalar Field Theory in the AdS/CFT Correspondence Revisited

Scalar Field Theory in the AdS/CFT Correspondence Revisited Scalar Fiel Theory in the AS/CFT Corresponence Revisite arxiv:hep-th/9907079v4 Feb 000 Pablo Minces an Victor. Rivelles Universiae e São Paulo, Instituto e Física Caixa Postal 66.38 - CEP 0535-970 - São

More information

Prep 1. Oregon State University PH 213 Spring Term Suggested finish date: Monday, April 9

Prep 1. Oregon State University PH 213 Spring Term Suggested finish date: Monday, April 9 Oregon State University PH 213 Spring Term 2018 Prep 1 Suggeste finish ate: Monay, April 9 The formats (type, length, scope) of these Prep problems have been purposely create to closely parallel those

More information

LATTICE-BASED D-OPTIMUM DESIGN FOR FOURIER REGRESSION

LATTICE-BASED D-OPTIMUM DESIGN FOR FOURIER REGRESSION The Annals of Statistics 1997, Vol. 25, No. 6, 2313 2327 LATTICE-BASED D-OPTIMUM DESIGN FOR FOURIER REGRESSION By Eva Riccomagno, 1 Rainer Schwabe 2 an Henry P. Wynn 1 University of Warwick, Technische

More information

The Ehrenfest Theorems

The Ehrenfest Theorems The Ehrenfest Theorems Robert Gilmore Classical Preliminaries A classical system with n egrees of freeom is escribe by n secon orer orinary ifferential equations on the configuration space (n inepenent

More information

In the usual geometric derivation of Bragg s Law one assumes that crystalline

In the usual geometric derivation of Bragg s Law one assumes that crystalline Diffraction Principles In the usual geometric erivation of ragg s Law one assumes that crystalline arrays of atoms iffract X-rays just as the regularly etche lines of a grating iffract light. While this

More information

Lie symmetry and Mei conservation law of continuum system

Lie symmetry and Mei conservation law of continuum system Chin. Phys. B Vol. 20, No. 2 20 020 Lie symmetry an Mei conservation law of continuum system Shi Shen-Yang an Fu Jing-Li Department of Physics, Zhejiang Sci-Tech University, Hangzhou 3008, China Receive

More information

Generalization of the persistent random walk to dimensions greater than 1

Generalization of the persistent random walk to dimensions greater than 1 PHYSICAL REVIEW E VOLUME 58, NUMBER 6 DECEMBER 1998 Generalization of the persistent ranom walk to imensions greater than 1 Marián Boguñá, Josep M. Porrà, an Jaume Masoliver Departament e Física Fonamental,

More information

Field Theory As Free Fall. Blegdamsvej 17. Denmark. Abstract. It is shown that the classical eld equations pertaining to gravity coupled to

Field Theory As Free Fall. Blegdamsvej 17. Denmark. Abstract. It is shown that the classical eld equations pertaining to gravity coupled to NBI-HE-95-4 gr-qc/9508033 August 995 Fiel Theory As Free Fall J. Greensite The Niels Bohr Institute Blegamsvej 7 DK-00 Copenhagen Denmark Abstract It is shown that the classical el equations pertaining

More information

arxiv: v1 [physics.class-ph] 20 Dec 2017

arxiv: v1 [physics.class-ph] 20 Dec 2017 arxiv:1712.07328v1 [physics.class-ph] 20 Dec 2017 Demystifying the constancy of the Ermakov-Lewis invariant for a time epenent oscillator T. Pamanabhan IUCAA, Post Bag 4, Ganeshkhin, Pune - 411 007, Inia.

More information

Lecture XII. where Φ is called the potential function. Let us introduce spherical coordinates defined through the relations

Lecture XII. where Φ is called the potential function. Let us introduce spherical coordinates defined through the relations Lecture XII Abstract We introuce the Laplace equation in spherical coorinates an apply the metho of separation of variables to solve it. This will generate three linear orinary secon orer ifferential equations:

More information

the solution of ()-(), an ecient numerical treatment requires variable steps. An alternative approach is to apply a time transformation of the form t

the solution of ()-(), an ecient numerical treatment requires variable steps. An alternative approach is to apply a time transformation of the form t Asymptotic Error Analysis of the Aaptive Verlet Metho Stephane Cirilli, Ernst Hairer Beneict Leimkuhler y May 3, 999 Abstract The Aaptive Verlet metho [7] an variants [6] are time-reversible schemes for

More information

arxiv:hep-th/ v1 3 Feb 1993

arxiv:hep-th/ v1 3 Feb 1993 NBI-HE-9-89 PAR LPTHE 9-49 FTUAM 9-44 November 99 Matrix moel calculations beyon the spherical limit arxiv:hep-th/93004v 3 Feb 993 J. Ambjørn The Niels Bohr Institute Blegamsvej 7, DK-00 Copenhagen Ø,

More information

The total derivative. Chapter Lagrangian and Eulerian approaches

The total derivative. Chapter Lagrangian and Eulerian approaches Chapter 5 The total erivative 51 Lagrangian an Eulerian approaches The representation of a flui through scalar or vector fiels means that each physical quantity uner consieration is escribe as a function

More information

Nonlinear Dielectric Response of Periodic Composite Materials

Nonlinear Dielectric Response of Periodic Composite Materials onlinear Dielectric Response of Perioic Composite aterials A.G. KOLPAKOV 3, Bl.95, 9 th ovember str., ovosibirsk, 639 Russia the corresponing author e-mail: agk@neic.nsk.su, algk@ngs.ru A. K.TAGATSEV Ceramics

More information

Characterizing Real-Valued Multivariate Complex Polynomials and Their Symmetric Tensor Representations

Characterizing Real-Valued Multivariate Complex Polynomials and Their Symmetric Tensor Representations Characterizing Real-Value Multivariate Complex Polynomials an Their Symmetric Tensor Representations Bo JIANG Zhening LI Shuzhong ZHANG December 31, 2014 Abstract In this paper we stuy multivariate polynomial

More information

arxiv: v1 [physics.flu-dyn] 8 May 2014

arxiv: v1 [physics.flu-dyn] 8 May 2014 Energetics of a flui uner the Boussinesq approximation arxiv:1405.1921v1 [physics.flu-yn] 8 May 2014 Kiyoshi Maruyama Department of Earth an Ocean Sciences, National Defense Acaemy, Yokosuka, Kanagawa

More information

Lagrangian and Hamiltonian Mechanics

Lagrangian and Hamiltonian Mechanics Lagrangian an Hamiltonian Mechanics.G. Simpson, Ph.. epartment of Physical Sciences an Engineering Prince George s Community College ecember 5, 007 Introuction In this course we have been stuying classical

More information

TMA 4195 Matematisk modellering Exam Tuesday December 16, :00 13:00 Problems and solution with additional comments

TMA 4195 Matematisk modellering Exam Tuesday December 16, :00 13:00 Problems and solution with additional comments Problem F U L W D g m 3 2 s 2 0 0 0 0 2 kg 0 0 0 0 0 0 Table : Dimension matrix TMA 495 Matematisk moellering Exam Tuesay December 6, 2008 09:00 3:00 Problems an solution with aitional comments The necessary

More information

Lecture Introduction. 2 Examples of Measure Concentration. 3 The Johnson-Lindenstrauss Lemma. CS-621 Theory Gems November 28, 2012

Lecture Introduction. 2 Examples of Measure Concentration. 3 The Johnson-Lindenstrauss Lemma. CS-621 Theory Gems November 28, 2012 CS-6 Theory Gems November 8, 0 Lecture Lecturer: Alesaner Mąry Scribes: Alhussein Fawzi, Dorina Thanou Introuction Toay, we will briefly iscuss an important technique in probability theory measure concentration

More information

I. INTRODUCTION In this work we analize the slow roll approximation in cosmological moels of nonminimally couple theories of gravity (NMC) starting fr

I. INTRODUCTION In this work we analize the slow roll approximation in cosmological moels of nonminimally couple theories of gravity (NMC) starting fr Slow Roll Ination in Non-Minimally Couple Theories: Hyperextene Gravity Approach Diego F. Torres Departamento e Fsica, Universia Nacional e La Plata C.C. 67, 900, La Plata, Buenos Aires, Argentina Abstract

More information

θ x = f ( x,t) could be written as

θ x = f ( x,t) could be written as 9. Higher orer PDEs as systems of first-orer PDEs. Hyperbolic systems. For PDEs, as for ODEs, we may reuce the orer by efining new epenent variables. For example, in the case of the wave equation, (1)

More information

Analytic Scaling Formulas for Crossed Laser Acceleration in Vacuum

Analytic Scaling Formulas for Crossed Laser Acceleration in Vacuum October 6, 4 ARDB Note Analytic Scaling Formulas for Crosse Laser Acceleration in Vacuum Robert J. Noble Stanfor Linear Accelerator Center, Stanfor University 575 San Hill Roa, Menlo Park, California 945

More information

How to Minimize Maximum Regret in Repeated Decision-Making

How to Minimize Maximum Regret in Repeated Decision-Making How to Minimize Maximum Regret in Repeate Decision-Making Karl H. Schlag July 3 2003 Economics Department, European University Institute, Via ella Piazzuola 43, 033 Florence, Italy, Tel: 0039-0-4689, email:

More information

Spectral Flow, the Magnus Force, and the. Josephson-Anderson Relation

Spectral Flow, the Magnus Force, and the. Josephson-Anderson Relation Spectral Flow, the Magnus Force, an the arxiv:con-mat/9602094v1 16 Feb 1996 Josephson-Anerson Relation P. Ao Department of Theoretical Physics Umeå University, S-901 87, Umeå, SWEDEN October 18, 2018 Abstract

More information

A simple model for the small-strain behaviour of soils

A simple model for the small-strain behaviour of soils A simple moel for the small-strain behaviour of soils José Jorge Naer Department of Structural an Geotechnical ngineering, Polytechnic School, University of São Paulo 05508-900, São Paulo, Brazil, e-mail:

More information

Lower Bounds for the Smoothed Number of Pareto optimal Solutions

Lower Bounds for the Smoothed Number of Pareto optimal Solutions Lower Bouns for the Smoothe Number of Pareto optimal Solutions Tobias Brunsch an Heiko Röglin Department of Computer Science, University of Bonn, Germany brunsch@cs.uni-bonn.e, heiko@roeglin.org Abstract.

More information

THE VAN KAMPEN EXPANSION FOR LINKED DUFFING LINEAR OSCILLATORS EXCITED BY COLORED NOISE

THE VAN KAMPEN EXPANSION FOR LINKED DUFFING LINEAR OSCILLATORS EXCITED BY COLORED NOISE Journal of Soun an Vibration (1996) 191(3), 397 414 THE VAN KAMPEN EXPANSION FOR LINKED DUFFING LINEAR OSCILLATORS EXCITED BY COLORED NOISE E. M. WEINSTEIN Galaxy Scientific Corporation, 2500 English Creek

More information

TRAJECTORY TRACKING FOR FULLY ACTUATED MECHANICAL SYSTEMS

TRAJECTORY TRACKING FOR FULLY ACTUATED MECHANICAL SYSTEMS TRAJECTORY TRACKING FOR FULLY ACTUATED MECHANICAL SYSTEMS Francesco Bullo Richar M. Murray Control an Dynamical Systems California Institute of Technology Pasaena, CA 91125 Fax : + 1-818-796-8914 email

More information

Semiclassical analysis of long-wavelength multiphoton processes: The Rydberg atom

Semiclassical analysis of long-wavelength multiphoton processes: The Rydberg atom PHYSICAL REVIEW A 69, 063409 (2004) Semiclassical analysis of long-wavelength multiphoton processes: The Ryberg atom Luz V. Vela-Arevalo* an Ronal F. Fox Center for Nonlinear Sciences an School of Physics,

More information

ON THE OPTIMALITY SYSTEM FOR A 1 D EULER FLOW PROBLEM

ON THE OPTIMALITY SYSTEM FOR A 1 D EULER FLOW PROBLEM ON THE OPTIMALITY SYSTEM FOR A D EULER FLOW PROBLEM Eugene M. Cliff Matthias Heinkenschloss y Ajit R. Shenoy z Interisciplinary Center for Applie Mathematics Virginia Tech Blacksburg, Virginia 46 Abstract

More information

12.11 Laplace s Equation in Cylindrical and

12.11 Laplace s Equation in Cylindrical and SEC. 2. Laplace s Equation in Cylinrical an Spherical Coorinates. Potential 593 2. Laplace s Equation in Cylinrical an Spherical Coorinates. Potential One of the most important PDEs in physics an engineering

More information

On the number of isolated eigenvalues of a pair of particles in a quantum wire

On the number of isolated eigenvalues of a pair of particles in a quantum wire On the number of isolate eigenvalues of a pair of particles in a quantum wire arxiv:1812.11804v1 [math-ph] 31 Dec 2018 Joachim Kerner 1 Department of Mathematics an Computer Science FernUniversität in

More information

The proper definition of the added mass for the water entry problem

The proper definition of the added mass for the water entry problem The proper efinition of the ae mass for the water entry problem Leonaro Casetta lecasetta@ig.com.br Celso P. Pesce ceppesce@usp.br LIE&MO lui-structure Interaction an Offshore Mechanics Laboratory Mechanical

More information

The Principle of Least Action

The Principle of Least Action Chapter 7. The Principle of Least Action 7.1 Force Methos vs. Energy Methos We have so far stuie two istinct ways of analyzing physics problems: force methos, basically consisting of the application of

More information

A new proof of the sharpness of the phase transition for Bernoulli percolation on Z d

A new proof of the sharpness of the phase transition for Bernoulli percolation on Z d A new proof of the sharpness of the phase transition for Bernoulli percolation on Z Hugo Duminil-Copin an Vincent Tassion October 8, 205 Abstract We provie a new proof of the sharpness of the phase transition

More information

RFSS: Lecture 4 Alpha Decay

RFSS: Lecture 4 Alpha Decay RFSS: Lecture 4 Alpha Decay Reaings Nuclear an Raiochemistry: Chapter 3 Moern Nuclear Chemistry: Chapter 7 Energetics of Alpha Decay Geiger Nuttall base theory Theory of Alpha Decay Hinrance Factors Different

More information

A Simple Model for the Calculation of Plasma Impedance in Atmospheric Radio Frequency Discharges

A Simple Model for the Calculation of Plasma Impedance in Atmospheric Radio Frequency Discharges Plasma Science an Technology, Vol.16, No.1, Oct. 214 A Simple Moel for the Calculation of Plasma Impeance in Atmospheric Raio Frequency Discharges GE Lei ( ) an ZHANG Yuantao ( ) Shanong Provincial Key

More information

7.1 Support Vector Machine

7.1 Support Vector Machine 67577 Intro. to Machine Learning Fall semester, 006/7 Lecture 7: Support Vector Machines an Kernel Functions II Lecturer: Amnon Shashua Scribe: Amnon Shashua 7. Support Vector Machine We return now to

More information

Conservation laws a simple application to the telegraph equation

Conservation laws a simple application to the telegraph equation J Comput Electron 2008 7: 47 51 DOI 10.1007/s10825-008-0250-2 Conservation laws a simple application to the telegraph equation Uwe Norbrock Reinhol Kienzler Publishe online: 1 May 2008 Springer Scienceusiness

More information

Chapter 6: Energy-Momentum Tensors

Chapter 6: Energy-Momentum Tensors 49 Chapter 6: Energy-Momentum Tensors This chapter outlines the general theory of energy an momentum conservation in terms of energy-momentum tensors, then applies these ieas to the case of Bohm's moel.

More information

Problems Governed by PDE. Shlomo Ta'asan. Carnegie Mellon University. and. Abstract

Problems Governed by PDE. Shlomo Ta'asan. Carnegie Mellon University. and. Abstract Pseuo-Time Methos for Constraine Optimization Problems Governe by PDE Shlomo Ta'asan Carnegie Mellon University an Institute for Computer Applications in Science an Engineering Abstract In this paper we

More information

Math 342 Partial Differential Equations «Viktor Grigoryan

Math 342 Partial Differential Equations «Viktor Grigoryan Math 342 Partial Differential Equations «Viktor Grigoryan 6 Wave equation: solution In this lecture we will solve the wave equation on the entire real line x R. This correspons to a string of infinite

More information

Bohr Model of the Hydrogen Atom

Bohr Model of the Hydrogen Atom Class 2 page 1 Bohr Moel of the Hyrogen Atom The Bohr Moel of the hyrogen atom assumes that the atom consists of one electron orbiting a positively charge nucleus. Although it oes NOT o a goo job of escribing

More information

The Kepler Problem. 1 Features of the Ellipse: Geometry and Analysis

The Kepler Problem. 1 Features of the Ellipse: Geometry and Analysis The Kepler Problem For the Newtonian 1/r force law, a miracle occurs all of the solutions are perioic instea of just quasiperioic. To put it another way, the two-imensional tori are further ecompose into

More information

inflow outflow Part I. Regular tasks for MAE598/494 Task 1

inflow outflow Part I. Regular tasks for MAE598/494 Task 1 MAE 494/598, Fall 2016 Project #1 (Regular tasks = 20 points) Har copy of report is ue at the start of class on the ue ate. The rules on collaboration will be release separately. Please always follow the

More information

THE ACCURATE ELEMENT METHOD: A NEW PARADIGM FOR NUMERICAL SOLUTION OF ORDINARY DIFFERENTIAL EQUATIONS

THE ACCURATE ELEMENT METHOD: A NEW PARADIGM FOR NUMERICAL SOLUTION OF ORDINARY DIFFERENTIAL EQUATIONS THE PUBISHING HOUSE PROCEEDINGS O THE ROMANIAN ACADEMY, Series A, O THE ROMANIAN ACADEMY Volume, Number /, pp. 6 THE ACCURATE EEMENT METHOD: A NEW PARADIGM OR NUMERICA SOUTION O ORDINARY DIERENTIA EQUATIONS

More information

1 Heisenberg Representation

1 Heisenberg Representation 1 Heisenberg Representation What we have been ealing with so far is calle the Schröinger representation. In this representation, operators are constants an all the time epenence is carrie by the states.

More information

Math 1B, lecture 8: Integration by parts

Math 1B, lecture 8: Integration by parts Math B, lecture 8: Integration by parts Nathan Pflueger 23 September 2 Introuction Integration by parts, similarly to integration by substitution, reverses a well-known technique of ifferentiation an explores

More information

Lecture 10: Logistic growth models #2

Lecture 10: Logistic growth models #2 Lecture 1: Logistic growth moels #2 Fugo Takasu Dept. Information an Computer Sciences Nara Women s University takasu@ics.nara-wu.ac.jp 6 July 29 1 Analysis of the stochastic process of logistic growth

More information