Theoritical Analysis of Some Homogenized Metamaterials and Application of PML to Perform Cloaking and Back-scattering Invisibility

Size: px
Start display at page:

Download "Theoritical Analysis of Some Homogenized Metamaterials and Application of PML to Perform Cloaking and Back-scattering Invisibility"

Transcription

1 PIERS ONLINE, VOL. 6, NO., Theoritical Analysis of Some Homogenized Metamaterials and Alication of PML to Perform Cloaking and Back-scattering Invisibility P. H. Cocquet, V. Mouysset, and P. A. Mazet Deartment of Information Treatment and Modelization DTIM, ONERA Toulouse, France Abstract A general Drude-Born-Fedorov DBF system, with materials like metamaterials, on a bounded domain is studied. Due to the resence, for some ulsation, of negative ermittivity and ermeability, the well-osedness of this kind of system remains a steady oint. In this aer, we treat examles dealing with homogenized metamaterials like a eriodic array of Slit- Ring-Resonators SRR, homogenized dielectric-chiral hotonic crystals and convex absorbing boundary conditions of PML tye have been treated. At last, we show both theoretically and numerically that PML can erform electromagnetic cloaking and back-scattering invisibility. 1. INTRODUCTION In 1968, V. G. Veselago [11] theoretically studied electromagnetic henomenons in materials with simultaneous negative ermittivity [ε] and ermeability [µ]. Due to the reversed Poynting vector, he named these materials Left-Handed-Materials LHM. He also remarks that these materials had exotics roerties reversed Doler effect for examle. The keen interest for the LHM was initiated by J. B. Pendry s in 000 [6]. He managed to build LHM using a eriodic array of Slit-Ring-Resonators SRR and suggested making a erfect lens with these structures. Futhermore, these exotic building were named metamaterials. However, as metamaterials can t be found in nature as negative indexes materials, they are usually the result of an homogenization see for examle [3, 4, 6, 7, 9]. The roblem arises from the choice for homogenization s method. Every method can lead to a different homogenized material and by the way to a new artial diffential equation. The question is then to know, in a first ste, which of these homogenized roblems are well-osed. A second ste will be linked with a suitable aroximation of the solution of these homogenized systems. Unfortunatly, the well-osedness of these homogenized roblems remains a steady oint. In fact, homogenized metamaterials have their ermitivitty and ermeability deending on the ulsation w and start to be negative definite for some w. This imlies that the well-osedness of the DBF system, which establishes electromagnetic henomenons in chiral materials, can t be a riori issued. So, we are going to study a generalized DBF system including some negative index henomenons. A well-osedness result for this generalised DBF system is given in the first section. Next, homogenized dielectric-chiral hotonic crystals [4], eriodical arrangement of Slit-Ring-Resonator SRR [7] and convex absorbing boundary conditions of PML tye for Maxwell s equations [5], seen as ideal metamaterial, are studied. At last, we show theoretically and check numerically that convex PML for Maxwell s equations can erform electromagnetic cloaking and back-scattering invisibility.. MATHEMATICAL FRAMEWORK Lots of electromagnetic henomenons in homogenized chiral hotonic crystals can be modelized by the following Drude-Born-Fedorov DBF system 1, e.g., [3]: Find e, h Hcurl, Ω such that : e K 0, x + K 1, xm = f, x Ω 1 h nx e + Λxnx h = 0, x Ω, 0 [ε, x] 0 M =, K 0 0, x = 0 [µ, x] I3 [β, x][ε, x] K 1, x =. [β, x][µ, x] I 3,

2 PIERS ONLINE, VOL. 6, NO., where e and h are the electric and the magnetic fields. The ermitivity [ε], the ermeability [µ] and the chirality [β] are the homogenized arameters of the media which are smoothly deending both on = iw, w is the ulsation, and x, f L Ω 6. At last Ω is a simly connected bounded domain in R 3 with C 1 boundary whose outward unitary normal is denoted n and Λ LiΩ, LC 6 such that ReΛx+Λ x is nonnegative. We also set H = e, h T L Ω 3, e, h T L Ω 3 and nx E + Λxnx H = 0, x Ω} for the functional sace to look solution wherein. In usual materials, [ε] and [µ] are bounded and ositively definite so the multilication oerators K 0 and K 1, in Lalace transform, are bounded and uniformly coercive with resect to x Ω for all = iw + γ C such that γ > 0. As the oerator M, H is closed maximal dissitive [8], taking the limit γ 0 leads to the well-osedness of the system 1, for all = iw. In some examles linked with the metamaterials, the ermitivity and/or the ermeability, which are functions of the ulsation w, become negative definite for some w thus the well-osedness of the system 1, can t be, a riori, issued. Note that system 1 can both modelize hotonic crystals with DBF equations, and electromagnetic henomenons with Maxwell s equations by setting K 1 = I 6. But, we have the following result []: Theorem 1. Let D be a domain of C such that D ir and let s assume: H1: K j,. L Ω, j = 0, 1 and K 1, x is invertible, x D Ω, H: K j., x is holomorhic for D. H3: There exists 0 D such that K j 0 for j = 0, 1 is coercive. Then, under assumtions H1 H H3, the roblem 1 is well-osed with comact resolvant for all in D excet for a discrete set of values in D. Theorem 1 gives an existence and uniqueness result for the generalized DBF system 1. H1 H are the descritive and henomenological hyotheses which describe the considered media. They ask for iecewise bounded indexes deending smoothly on the Lalace variable. Note that meromorhic K j can be taken into account by removing their oles from D. Hence, for examle, Debye s and Lorentz s materials satisfy H1 H. The hyothesis H3 have been stated in [11] and can be checked exerimentally see Figure 1 in [7]. It means that the considered media behaves as an usual one for some 0. Then, for this 0, the generalized DBF system is well-osed. And finally, theorem 1 extends the well-osedness of this system to almost all in the domain of study D. 3. STUDY OF A PERIODIC ARRAY OF SPLIT-RING-RESONATORS The Slit-Ring-Resonators SRR have been introduced by J. B. Pendry in 000 suggesting to make a erfect lens using negative index materials [4]. Some studies dealing with homogenization using a eriodic array of SRR follow [6, 9] but the well-osedness of this system remains unanswered at the best of our knowledge. The effective arameters of a eriodical array of intersaced conducting nonmagnetic slit-ringresonators and continuous wires calculated in [9] has the following exressions: [ε, x] = 1 + w I 3, [µ, x] = 1 + δ w 0 + Γ where w > 0 is the lasma ulsation of gold, w 0 = 3l π µ 0Cr 3 I 3, [β, x] = 0, 3 and Γ = lρ rµ 0 > 0 are constants. Here ρ is the resistance er unit length of the rings measured around the circumference, l is the distance between layers, a is the lattice arameter, r is defined on Figure 1 in [9] and C is the caacitance associated with the gas between the rings. First, remark that [ε] and [µ] defined by 3 are free from x. Futhermore, they deend on as rational fractions thus K 0 and K 1 defined by, 3 are holomorhic on D = C\Z where Z is the set of zeros of their denominators. Namely Z = Γ Γ 4w0, 0, Γ+ Γ 4w0 equal to i y if y < 0. Hyothese H1 H are then satisfied on D Ω. Now, let f : R\0} w 0 + Γ R. } where y is

3 PIERS ONLINE, VOL. 6, NO., The maximum of f is reached for 0 = Γ. As f 0 > 0, K 0 0 and K 1 0 defined by, 3 are coercive thus H3 is verified. Hence, homogenized arameters [ε], [µ] in 3 define an admissible roblem in the sence of theorem 1 which can be lately mathematically and numerically investigated. 4. STUDY OF A HOMOGENIZED DIELECTRIC-CHIRAL PHOTONIC CRYSTALS Let ε c, µ c, β c be the arameters of a chiral media. The hotonic crystal, hosted in the vacuum, formed by a eriodic array of chiral sheres can be described as a homogenised chiral medium noted Ω whose coefficients can be written as follow [7]: [ε, x] = + ε c δ1 ε c } + µ c δ1 µ c } + 4δ 1 ε c µ c βc + ε c + δ1 ε c } + µ c δ1 µ c } δ 1δ + ε c µ c βc I 3, [µ, x] = + ε c δ1 ε c } + µ c δ1 µ c } + 4δ 1 ε c µ c βc + ε c δ1 ε c } + µ c + δ1 µ c } δ 1δ + ε c µ c βc I 3, 9δε c µ c β c [β, x] = + ε c δ1 ε c } + µ c δ1 µ c } + 4δ 1 ε c µ c βc I 3, where 0 < δ < 1 is the fraction of the total volume occuied by the sheres. Notice first that [ε], [µ] and [β] defined by 4 are free from x. Thus coefficients K 0 and K 1 defined by 4 are bounded with resect to x Ω. Futhermore [ε], [µ], [µ][β] and [ε, x][β, x] deend on as rational fraction. Thus the holomorhy of K 0 and K 1 holds on D = C\Z where Z is the set of zeros of their denominators. This imlies that: Z= ± + ε c +δ1 ε c }+µ c δ1 µ c } δ 1δ + ε c µ c βc, ± +ε c δ1 ε c } + µ c + δ1 µ c } δ 1δ + ε c µ c β c with the same notation of. as reviously. So hyotheses H1 H are satisfied on D Ω where D = C\Z. We remark that K 0 1 and K 1 1 defined by 4 are coercive. Hence, the hysical modelling which gives the arameters defined by 4 leads to an admissible DBF system in the sence of theorem 1. This roblem can be lately numerically and mathematically studied. Remark 1. The fraction of the total volume occuied by the sheres, noted δ, can deend on x Ω. So [ε], [µ] and [β] defined in 4 will be able to deend on x too. The study of the wellosedness of the system 1,, 4 with δ = δx is not slighty different from the revious case. The main modification occurs on the definition of the set Z 5, now noted Z : Z x Ω, + εc δx1 ε c } + µ c + δx1 µ c } δx 1δx + ε c µ c β c = 0, + ε c + δx1 ε c } + µ c δx1 µ c } δx 1δx + ε c µ c β c = 0. Remark that Z is the disjoint union of four intervals located on the imaginary axis. Moreover, Z 0} = and, if δ is free from x, Z = Z. As for all x in Ω, 0 < δx < 1, hyotheses H1 H are satisfied on D Ω where D = C\Z. K 0 1 and K 1 1 still define coercive multilication oerators. Thus H3 is checked. Hence the same conclusion as reviously with δ free from x holds. 5. CLOAKING AND BACK-SCATTERING INVISIBILITY WITH PML At last we study some absorbing boundary conditions of PML tye. Using the result of the Section, we show that Maxwell s equations with convex PML are well-osed. We also show theoretically that PML can erform cloaking and back-scattering invisibility. Moreover we give some numerical results showing these roerties using finite volumes method for T. M. Maxwell s equations. Let x = x 1, x Ω R and consider the following T.M Maxwell s system: where B e1 e h 3 B = y 0 0 x y x 0 e1 e h 3 } 4, 5 = f, 6 eγ,x γ,x 0 0 γ,x 0 eγ,x 0, γ, x γ, x

4 PIERS ONLINE, VOL. 6, NO., acts as absorbing boundary condition of convex PML tye on a subset Θ of Ω. Two different tyes of PML will be used according to the geometry studied: circular PML and cartesian PML. Circular PML are defined on an annulus Γ Ω of radius r 1 and r by 7 with: R γ, x = 1 σρρ ρ ρ1, γ, x = 1 σρsds ρ, 8 where ρ = x, σ ρ ρ 0 for x in Γ and σ ρ ρ = 0 for x in Ω\Γ. Cartesian PML are defined on ] a, +a[ ] b, +b[ Ω, by 7 with: γ, x = σx+, γ, x = σ1x1+, 9 where σ x1 x 1 = 0 for x 1 in ] a, +a[ and σ x1 x 1 > 0 for x 1 in R\] a, +a[, σ x x = 0 for x in ] b, +b[ and σ x x > 0 for x in R\] b, +b[. We use Finite Volume method for T.M Maxwell s equation 6, 7 to investigate numerically the cloaking and back-scattering invisibility roerties. The cloaking effect is numerically shown on an annulus with circular PML 8. The back-scattering abilities has been comuted with cartesian PML 9 on a square. A oint source is introduced. It is described in Equation 6 with f = f[0, 0, 1] T where f is a mollification of δ x0 suorted by the oen disk of radius η = π 1.4 : 0, x x0 η, fx = exη ex η 10, x x 0 < η. x x 0 Figure 1a reresents the aroximation of the field Reh 3 solution of T. M. Maxwell s equations 6 8, 10 with x 0 = 0, 0 and σ ρ ρ = 5, 617 ex ρ r1+r. We can see that PML absorbs strongly the field Reh 3. Moreover it is reflectionless thus electromagnetic cloaking can be erformed with PML. The field outside the annulus, the concentric circles, is closed to zero ±0.. Inside the annulus, we have exactly the restriction of the solution of 6 8, 10 roagating on unbounded sace. Figure 1b reresents the aroximation of the field Reh 3 solution of T. M. Maxwell s equations 6, 7, 10, 9 with x 0 = 5, 0, σj kx j = x j ± d k. There are two layers of PML. One on the boundary of our comutational domain, for numerical urose, defined by 9 with σ 1 x j = x j ± 1. The other, which is lying in the middle of the aera, for invisibility aim, is 9 with σ x j = x j ± 3. We can see that a measurement of the field at x = x m 1, xm with x m 1 5 and x m = 0 is not modified by the resence of the internal PML box. Hence back scattering invisibility is erformed. The electromagnetic wave roagation in vacuum is aroached by the system 6, 7. The matrix B, x is bounded and holomohic on C\0} Ω thus satisfy H1 H. As the multilication oerator B1 is coercive, H3 is checked with 0 = 1. Again, the arameters in 7, 8 and 7, 9 define an admissible system in the sence of theorem 1. This result and the numerical simulations see Figures 1a and b lead us to investigate some roerties of the PML. Even if PML are not by nature, we investigate their roerties to roose a b Figure 1: a Cloaking. b Back-scattering invisibility.

5 PIERS ONLINE, VOL. 6, NO., a distribution of indexes erforming cloaking and back-scattering invisibility. It is well known that PML is reflectionless and absorbs strongly the scattered waves. Then, PML can erforms electromagnetic cloaking. To show that PML can erform back scattering invisibility, we assume, for simlicity, that Θ Ω is a circle. We use the following comlex formulation of PML [5]: x : R 3 C 3, x xx = ρcosθ, sinθ, where ρ x = ρ x + Kρ, θ [0, π] and K 0. Let y R, from [5], the solution of the Maxwell s equations 6, 7 with fx = δ y x is a radial function G x ỹ. Let f L Ω be comactly suorted in Ω. The solution of 6, 7 is given by ũx = G xx ỹy fỹydy. Let G x y be the Green s function of Ω the T. M. Maxwell s equations 6 in the vacuum B = I 3 thus the solution of 6 is given by ux = G x y fydy. A straightforward calculation of x ỹ leads to: Ω x ỹ = ρ x + ρ y cosθ x cosθ y + sinθ x sinθ y }. Thus x ỹ = ρ x + ρ y cosθ x θ y }, and, develoing ρ x, ρ y, and assuming θ x = θ y [π], it follows: x ỹ = ρ x ρ y. Then, for all x such that θ x = θ y [π], we have ũx = ux so the solution of 6, 7 and the solution of 6 in the vaccum match and we can conclude that PML erforms back-scattering invisibility. Remark that the roof of back-scattering invisibility erformed by PML can be done in R 3 with sherical PML for Maxwell s equations. 6. CONCLUSION In this aer we were interested in analyzing scattering by comlex materials either for Drude-Born- Fedorov system or Maxwell s equations. Using a general mathematical framework, we studied a Maxwell s equations with a eriodical array of intersaced Slit-Ring-Resonators. A DBF system in resence of homogenized dielectric-chiral hotonic crystals have been studied. The Maxwell s system with some absorbing boundary condition of PML tye, seen as ideal metamaterial, have also been considered. At last, we checked both numerically using Finite Volume method for T.M Maxwell s system and theoretically the cloaking and back-scattering invisibility abilities of the PML. The homogenized systems treated in this aer have been analyzed with a general mathematical framework. Futhermore, this tool works under comatible assumtions relevant for the hysical modelling thus more homogenized systems can be studied using it. It remains to find how we can aroximate the solution of these homogenized systems. The classical numerical methods Finite Volumes, Finite Elements, Finite Difference,... used for the aroximation of Maxwell s equations or DBF system in resence of usual materials are convergent mainly due to the ositiveness of the arameters [ε] and [µ]. The question is then to know if these numerical schemes are still convergent in resence of materials whose arameters can become negative definite for some ulsation w. An answer can be found in some works dealing with finite element methods for wave roagation in metamaterials which have been made in [1, 10] modifying the Finite Element scheme. However, these result can t be, at the best of our knowledge, straightforwardly used for systems like Maxwell s equations with a eriodical arrangement of slitring-resonators or for the DBF system with chiral hotonic crystals. REFERENCES 1. Bonnet-Bendhia, A. S., P. Ciarlet, and C. M. Zwölf, Time harmonique wave diffration roblems in materials with sign-shifting coefficients, J. Comut. Al. Math., Cocquet, P. H., P. A. Mazet, and V. Mouysset, On well-osedness of some homogenized Drude-Born-Fedorov systems on a bounded domain and alications to metamaterials, submitted. 3. Guenneau, S. and F. Zolla, Homogenization of 3D finite chiral hotonic crystals, Science Direct, Physica B, Vol. 394, , 007.

6 PIERS ONLINE, VOL. 6, NO., Kanté, B., S. N. Burokur, F. Gadot, and A. De Lustrac, Métamatriaux indices de rfraction ngatif en infrarouge, UMR 86, Orsay, F Lassas, M., J. Liukkonen, and E. Somersalo, Comlex riemanninan metric and absorbing boundary conditions, J. Math. Pures Al., Vol. 80, No. 7, , Pendry, J. B., Intense Focusing Of Light Using Metals, NATO ASI Series, Ed. C. M. Soukoulis, Psarobas, I. E., Effective-medium descrition of dielectric-chiral hotonic crystals, Otics Communications, Vol. 16, 1 5, Aril 1, Rauch, J., Symmetric ositive systems with boundary characteristic of constant multilicity, Transaction of the American Mathematical Society, Vol. 91, No. 1, Setember Smith, D. R., W. J. Padilla, D. C. Vier, S. C. Nemat-Nasser, and S. Schultz, Comosite medium with simultaneously negative ermeability and ermittivity, Physical Review Letters, Vol. 84, No. 18, May 1, Sukhorukovn, A. A., I. V. Shadrivov, and Y. S. Kivshar, Wave scattering by metamaterial wedges and interfaces, Int. J. Numer. Model., Vol. 19, , Veselago, V. G., The electrodynamics of substance with simultaneously negative values of ε and µ, Soviet Physics Usekhi, Vol. 10, No. 4, 1968.

Dispersion relation of surface plasmon wave propagating along a curved metal-dielectric interface

Dispersion relation of surface plasmon wave propagating along a curved metal-dielectric interface Disersion relation of surface lasmon wave roagating along a curved metal-dielectric interface Jiunn-Woei Liaw * and Po-Tsang Wu Deartment of Mechanical Engineering, Chang Gung University 59 Wen-Hwa 1 st

More information

REFLECTION AND TRANSMISSION BAND STRUCTURES OF A ONE-DIMENSIONAL PERIODIC SYSTEM IN THE PRESENCE OF ABSORPTION

REFLECTION AND TRANSMISSION BAND STRUCTURES OF A ONE-DIMENSIONAL PERIODIC SYSTEM IN THE PRESENCE OF ABSORPTION Armenian Journal of Physics, 0, vol. 4, issue,. 90-0 REFLECTIO AD TRASMISSIO BAD STRUCTURES OF A OE-DIMESIOAL PERIODIC SYSTEM I THE PRESECE OF ABSORPTIO A. Zh. Khachatrian State Engineering University

More information

Improved Perfectly Matched Layers for Acoustic Radiation and Scattering Problems

Improved Perfectly Matched Layers for Acoustic Radiation and Scattering Problems NATO Undersea Research Centre Partnering for Maritime Innovation Presented at the COMSOL Conference 008 Hannover Acoustics Session Wed 5 November 008, 13:00 15:40. Imroved Perfectly Matched Layers for

More information

The role of current loop in harmonic generation from magnetic metamaterials in two polarizations

The role of current loop in harmonic generation from magnetic metamaterials in two polarizations The role of current loo in harmonic generation from magnetic metamaterials in two olarizations Iman Sajedian 1,2, Inki Kim 2, Abdolnasser Zakery 1 and Junsuk Rho 2,3* 1 Deartment of Physics, College of

More information

Optical Properties of Left-Handed Materials by Nathaniel Ferraro 01

Optical Properties of Left-Handed Materials by Nathaniel Ferraro 01 Optical Properties of Left-Handed Materials by Nathaniel Ferraro 1 Abstract Recently materials with the unusual property of having a simultaneously negative permeability and permittivity have been tested

More information

arxiv: v1 [physics.class-ph] 14 Mar 2008

arxiv: v1 [physics.class-ph] 14 Mar 2008 Full-wave finite-difference time-domain simulation of electromagnetic cloaking structures arxiv:8.6v hysics.class-h Mar 8 Yan Zhao*, Christos Argyrooulos, and Yang Hao Queen Mary University of London,

More information

HEAT AND LAPLACE TYPE EQUATIONS WITH COMPLEX SPATIAL VARIABLES IN WEIGHTED BERGMAN SPACES

HEAT AND LAPLACE TYPE EQUATIONS WITH COMPLEX SPATIAL VARIABLES IN WEIGHTED BERGMAN SPACES Electronic Journal of ifferential Equations, Vol. 207 (207), No. 236,. 8. ISSN: 072-669. URL: htt://ejde.math.txstate.edu or htt://ejde.math.unt.edu HEAT AN LAPLACE TYPE EQUATIONS WITH COMPLEX SPATIAL

More information

4. Score normalization technical details We now discuss the technical details of the score normalization method.

4. Score normalization technical details We now discuss the technical details of the score normalization method. SMT SCORING SYSTEM This document describes the scoring system for the Stanford Math Tournament We begin by giving an overview of the changes to scoring and a non-technical descrition of the scoring rules

More information

Frequency Dependence Effective Refractive Index of Meta Materials by Effective Medium Theory

Frequency Dependence Effective Refractive Index of Meta Materials by Effective Medium Theory Advance in Electronic and Electric Engineering. ISSN 31-197, Volume 3, Number (13), pp. 179-184 Research India Publications http://www.ripublication.com/aeee.htm Frequency Dependence Effective Refractive

More information

Workshop on New Materials for Renewable Energy

Workshop on New Materials for Renewable Energy 2286-6 Workshop on New Materials for Renewable Energy 31 October - 11 November 201 Metamaterials: Past, Present, and Future Nonlinear Physics Centre Research School of Physics and Engineering The Australian

More information

Spin light of electron in matter

Spin light of electron in matter Sin light of electron in matter Alexander Grigoriev a,b, Sergey Shinkevich a, Alexander Studenikin a,b, Alexei Ternov c, Ilya Trofimov a a Deartment of Theoretical Physics, arxiv:he-h/0611103v1 8 Nov 006

More information

The Fekete Szegő theorem with splitting conditions: Part I

The Fekete Szegő theorem with splitting conditions: Part I ACTA ARITHMETICA XCIII.2 (2000) The Fekete Szegő theorem with slitting conditions: Part I by Robert Rumely (Athens, GA) A classical theorem of Fekete and Szegő [4] says that if E is a comact set in the

More information

Research Article An iterative Algorithm for Hemicontractive Mappings in Banach Spaces

Research Article An iterative Algorithm for Hemicontractive Mappings in Banach Spaces Abstract and Alied Analysis Volume 2012, Article ID 264103, 11 ages doi:10.1155/2012/264103 Research Article An iterative Algorithm for Hemicontractive Maings in Banach Saces Youli Yu, 1 Zhitao Wu, 2 and

More information

Uniformly best wavenumber approximations by spatial central difference operators: An initial investigation

Uniformly best wavenumber approximations by spatial central difference operators: An initial investigation Uniformly best wavenumber aroximations by satial central difference oerators: An initial investigation Vitor Linders and Jan Nordström Abstract A characterisation theorem for best uniform wavenumber aroximations

More information

Additive results for the generalized Drazin inverse in a Banach algebra

Additive results for the generalized Drazin inverse in a Banach algebra Additive results for the generalized Drazin inverse in a Banach algebra Dragana S. Cvetković-Ilić Dragan S. Djordjević and Yimin Wei* Abstract In this aer we investigate additive roerties of the generalized

More information

On the Field of a Stationary Charged Spherical Source

On the Field of a Stationary Charged Spherical Source Volume PRORESS IN PHYSICS Aril, 009 On the Field of a Stationary Charged Sherical Source Nikias Stavroulakis Solomou 35, 533 Chalandri, reece E-mail: nikias.stavroulakis@yahoo.fr The equations of gravitation

More information

INFINITELY MANY SOLUTIONS FOR KIRCHHOFF TYPE PROBLEMS WITH NONLINEAR NEUMANN BOUNDARY CONDITIONS

INFINITELY MANY SOLUTIONS FOR KIRCHHOFF TYPE PROBLEMS WITH NONLINEAR NEUMANN BOUNDARY CONDITIONS Electronic Journal of Differential Equations, Vol. 2016 2016, No. 188,. 1 9. ISSN: 1072-6691. URL: htt://ejde.math.txstate.edu or htt://ejde.math.unt.edu INFINITELY MANY SOLUTIONS FOR KIRCHHOFF TYPE PROBLEMS

More information

CR extensions with a classical Several Complex Variables point of view. August Peter Brådalen Sonne Master s Thesis, Spring 2018

CR extensions with a classical Several Complex Variables point of view. August Peter Brådalen Sonne Master s Thesis, Spring 2018 CR extensions with a classical Several Comlex Variables oint of view August Peter Brådalen Sonne Master s Thesis, Sring 2018 This master s thesis is submitted under the master s rogramme Mathematics, with

More information

SCATTERING CROSS SECTION OF A META-SPHERE

SCATTERING CROSS SECTION OF A META-SPHERE Progress In Electromagnetics Research Letters, Vol. 9, 85 91, 009 SCATTERING CROSS SECTION OF A META-SPHERE A. Alexopoulos Electronic Warfare and Radar Division Defence Science and Technology Organisation

More information

Extremal Polynomials with Varying Measures

Extremal Polynomials with Varying Measures International Mathematical Forum, 2, 2007, no. 39, 1927-1934 Extremal Polynomials with Varying Measures Rabah Khaldi Deartment of Mathematics, Annaba University B.P. 12, 23000 Annaba, Algeria rkhadi@yahoo.fr

More information

The asymmetric lossy near-perfect lens

The asymmetric lossy near-perfect lens journal of modern otics, 2002, vol. 49, no. 10, 1747 1762 The asymmetric lossy near-erfect lens S. ANANTHA RAMAKRISHNA, J. B. PENDRY The Blackett Laboratory, Imerial College, London SW7 2BZ, UK; e-mails:

More information

A Qualitative Event-based Approach to Multiple Fault Diagnosis in Continuous Systems using Structural Model Decomposition

A Qualitative Event-based Approach to Multiple Fault Diagnosis in Continuous Systems using Structural Model Decomposition A Qualitative Event-based Aroach to Multile Fault Diagnosis in Continuous Systems using Structural Model Decomosition Matthew J. Daigle a,,, Anibal Bregon b,, Xenofon Koutsoukos c, Gautam Biswas c, Belarmino

More information

Do Gravitational Waves Exist?

Do Gravitational Waves Exist? Universidad Central de Venezuela From the electedworks of Jorge A Franco etember, 8 Do Gravitational Waves Exist? Jorge A Franco, Universidad Central de Venezuela Available at: htts://works.beress.com/jorge_franco/13/

More information

SYMPLECTIC STRUCTURES: AT THE INTERFACE OF ANALYSIS, GEOMETRY, AND TOPOLOGY

SYMPLECTIC STRUCTURES: AT THE INTERFACE OF ANALYSIS, GEOMETRY, AND TOPOLOGY SYMPLECTIC STRUCTURES: AT THE INTERFACE OF ANALYSIS, GEOMETRY, AND TOPOLOGY FEDERICA PASQUOTTO 1. Descrition of the roosed research 1.1. Introduction. Symlectic structures made their first aearance in

More information

Existence Results for Quasilinear Degenerated Equations Via Strong Convergence of Truncations

Existence Results for Quasilinear Degenerated Equations Via Strong Convergence of Truncations Existence Results for Quasilinear Degenerated Equations Via Strong Convergence of Truncations Youssef AKDIM, Elhoussine AZROUL, and Abdelmoujib BENKIRANE Déartement de Mathématiques et Informatique, Faculté

More information

BEST CONSTANT IN POINCARÉ INEQUALITIES WITH TRACES: A FREE DISCONTINUITY APPROACH

BEST CONSTANT IN POINCARÉ INEQUALITIES WITH TRACES: A FREE DISCONTINUITY APPROACH BEST CONSTANT IN POINCARÉ INEQUALITIES WITH TRACES: A FREE DISCONTINUITY APPROACH DORIN BUCUR, ALESSANDRO GIACOMINI, AND PAOLA TREBESCHI Abstract For Ω R N oen bounded and with a Lischitz boundary, and

More information

ON MINKOWSKI MEASURABILITY

ON MINKOWSKI MEASURABILITY ON MINKOWSKI MEASURABILITY F. MENDIVIL AND J. C. SAUNDERS DEPARTMENT OF MATHEMATICS AND STATISTICS ACADIA UNIVERSITY WOLFVILLE, NS CANADA B4P 2R6 Abstract. Two athological roerties of Minkowski content

More information

Recursive Estimation of the Preisach Density function for a Smart Actuator

Recursive Estimation of the Preisach Density function for a Smart Actuator Recursive Estimation of the Preisach Density function for a Smart Actuator Ram V. Iyer Deartment of Mathematics and Statistics, Texas Tech University, Lubbock, TX 7949-142. ABSTRACT The Preisach oerator

More information

Location of solutions for quasi-linear elliptic equations with general gradient dependence

Location of solutions for quasi-linear elliptic equations with general gradient dependence Electronic Journal of Qualitative Theory of Differential Equations 217, No. 87, 1 1; htts://doi.org/1.14232/ejqtde.217.1.87 www.math.u-szeged.hu/ejqtde/ Location of solutions for quasi-linear ellitic equations

More information

Topological theory of non-hermitian photonic systems

Topological theory of non-hermitian photonic systems Toological theory of non-hermitian hotonic systems Mário G. Silveirinha * () University of Lisbon Instituto Suerior Técnico and Instituto de Telecomunicações, Avenida Rovisco Pais,, 049-00 Lisboa, Portugal,

More information

ecommons University of Dayton Monish Ranjan Chatterjee University of Dayton, Tarig A. Algadey University of Dayton

ecommons University of Dayton Monish Ranjan Chatterjee University of Dayton, Tarig A. Algadey University of Dayton University of Dayton ecommons Electrical and Comuter Engineering Faculty Publications Deartment of Electrical and Comuter Engineering 3-05 Investigation of Electromagnetic Velocities and Negative Refraction

More information

Elementary Analysis in Q p

Elementary Analysis in Q p Elementary Analysis in Q Hannah Hutter, May Szedlák, Phili Wirth November 17, 2011 This reort follows very closely the book of Svetlana Katok 1. 1 Sequences and Series In this section we will see some

More information

Mollifiers and its applications in L p (Ω) space

Mollifiers and its applications in L p (Ω) space Mollifiers and its alications in L () sace MA Shiqi Deartment of Mathematics, Hong Kong Batist University November 19, 2016 Abstract This note gives definition of mollifier and mollification. We illustrate

More information

MODELING THE RELIABILITY OF C4ISR SYSTEMS HARDWARE/SOFTWARE COMPONENTS USING AN IMPROVED MARKOV MODEL

MODELING THE RELIABILITY OF C4ISR SYSTEMS HARDWARE/SOFTWARE COMPONENTS USING AN IMPROVED MARKOV MODEL Technical Sciences and Alied Mathematics MODELING THE RELIABILITY OF CISR SYSTEMS HARDWARE/SOFTWARE COMPONENTS USING AN IMPROVED MARKOV MODEL Cezar VASILESCU Regional Deartment of Defense Resources Management

More information

KIRCHHOFF TYPE PROBLEMS INVOLVING P -BIHARMONIC OPERATORS AND CRITICAL EXPONENTS

KIRCHHOFF TYPE PROBLEMS INVOLVING P -BIHARMONIC OPERATORS AND CRITICAL EXPONENTS Journal of Alied Analysis and Comutation Volume 7, Number 2, May 2017, 659 669 Website:htt://jaac-online.com/ DOI:10.11948/2017041 KIRCHHOFF TYPE PROBLEMS INVOLVING P -BIHARMONIC OPERATORS AND CRITICAL

More information

Positive decomposition of transfer functions with multiple poles

Positive decomposition of transfer functions with multiple poles Positive decomosition of transfer functions with multile oles Béla Nagy 1, Máté Matolcsi 2, and Márta Szilvási 1 Deartment of Analysis, Technical University of Budaest (BME), H-1111, Budaest, Egry J. u.

More information

Intrinsic Approximation on Cantor-like Sets, a Problem of Mahler

Intrinsic Approximation on Cantor-like Sets, a Problem of Mahler Intrinsic Aroximation on Cantor-like Sets, a Problem of Mahler Ryan Broderick, Lior Fishman, Asaf Reich and Barak Weiss July 200 Abstract In 984, Kurt Mahler osed the following fundamental question: How

More information

A SINGULAR PERTURBATION PROBLEM FOR THE p-laplace OPERATOR

A SINGULAR PERTURBATION PROBLEM FOR THE p-laplace OPERATOR A SINGULAR PERTURBATION PROBLEM FOR THE -LAPLACE OPERATOR D. DANIELLI, A. PETROSYAN, AND H. SHAHGHOLIAN Abstract. In this aer we initiate the study of the nonlinear one hase singular erturbation roblem

More information

Correspondence Between Fractal-Wavelet. Transforms and Iterated Function Systems. With Grey Level Maps. F. Mendivil and E.R.

Correspondence Between Fractal-Wavelet. Transforms and Iterated Function Systems. With Grey Level Maps. F. Mendivil and E.R. 1 Corresondence Between Fractal-Wavelet Transforms and Iterated Function Systems With Grey Level Mas F. Mendivil and E.R. Vrscay Deartment of Alied Mathematics Faculty of Mathematics University of Waterloo

More information

Resonances in high-contrast gratings with complex unit cell topology

Resonances in high-contrast gratings with complex unit cell topology Resonances in high-contrast gratings with comle unit cell toology Milan Maksimovic Focal-Vision & Otics, Oldenzaal, The Netherlands The XXI International Worksho on Otical Wave & Waveguide Theory and Numerical

More information

LECTURE 3 BASIC QUANTUM THEORY

LECTURE 3 BASIC QUANTUM THEORY LECTURE 3 BASIC QUANTUM THEORY Matter waves and the wave function In 194 De Broglie roosed that all matter has a wavelength and exhibits wave like behavior. He roosed that the wavelength of a article of

More information

Positivity, local smoothing and Harnack inequalities for very fast diffusion equations

Positivity, local smoothing and Harnack inequalities for very fast diffusion equations Positivity, local smoothing and Harnack inequalities for very fast diffusion equations Dedicated to Luis Caffarelli for his ucoming 60 th birthday Matteo Bonforte a, b and Juan Luis Vázquez a, c Abstract

More information

General Linear Model Introduction, Classes of Linear models and Estimation

General Linear Model Introduction, Classes of Linear models and Estimation Stat 740 General Linear Model Introduction, Classes of Linear models and Estimation An aim of scientific enquiry: To describe or to discover relationshis among events (variables) in the controlled (laboratory)

More information

Research Article Circle Numbers for Star Discs

Research Article Circle Numbers for Star Discs International Scholarly Research Network ISRN Geometry Volume 211, Article ID 479262, 16 ages doi:1.542/211/479262 Research Article Circle Numbers for Star Discs W.-D. Richter Institute of Mathematics,

More information

ε(ω,k) =1 ω = ω'+kv (5) ω'= e2 n 2 < 0, where f is the particle distribution function and v p f v p = 0 then f v = 0. For a real f (v) v ω (kv T

ε(ω,k) =1 ω = ω'+kv (5) ω'= e2 n 2 < 0, where f is the particle distribution function and v p f v p = 0 then f v = 0. For a real f (v) v ω (kv T High High Power Power Laser Laser Programme Programme Theory Theory and Comutation and Asects of electron acoustic wave hysics in laser backscatter N J Sircombe, T D Arber Deartment of Physics, University

More information

Preconditioning techniques for Newton s method for the incompressible Navier Stokes equations

Preconditioning techniques for Newton s method for the incompressible Navier Stokes equations Preconditioning techniques for Newton s method for the incomressible Navier Stokes equations H. C. ELMAN 1, D. LOGHIN 2 and A. J. WATHEN 3 1 Deartment of Comuter Science, University of Maryland, College

More information

Highly improved convergence of the coupled-wave method for TM polarization

Highly improved convergence of the coupled-wave method for TM polarization . Lalanne and G. M. Morris Vol. 13, No. 4/Aril 1996/J. Ot. Soc. Am. A 779 Highly imroved convergence of the couled-wave method for TM olarization hilie Lalanne Institut d Otique Théorique et Aliquée, Centre

More information

The individual electric and magnetic waves are in phase. The fields peak at the same position at the same time.

The individual electric and magnetic waves are in phase. The fields peak at the same position at the same time. 1 Part 3: Otics 3.1: Electromagnetic Waves An electromagnetic wave (light wave) consists of oscillating electric and magnetic fields. The directions of the electric and magnetic fields are erendicular.

More information

Quantitative estimates of propagation of chaos for stochastic systems with W 1, kernels

Quantitative estimates of propagation of chaos for stochastic systems with W 1, kernels oname manuscrit o. will be inserted by the editor) Quantitative estimates of roagation of chaos for stochastic systems with W, kernels Pierre-Emmanuel Jabin Zhenfu Wang Received: date / Acceted: date Abstract

More information

Combining Logistic Regression with Kriging for Mapping the Risk of Occurrence of Unexploded Ordnance (UXO)

Combining Logistic Regression with Kriging for Mapping the Risk of Occurrence of Unexploded Ordnance (UXO) Combining Logistic Regression with Kriging for Maing the Risk of Occurrence of Unexloded Ordnance (UXO) H. Saito (), P. Goovaerts (), S. A. McKenna (2) Environmental and Water Resources Engineering, Deartment

More information

Improved Bounds on Bell Numbers and on Moments of Sums of Random Variables

Improved Bounds on Bell Numbers and on Moments of Sums of Random Variables Imroved Bounds on Bell Numbers and on Moments of Sums of Random Variables Daniel Berend Tamir Tassa Abstract We rovide bounds for moments of sums of sequences of indeendent random variables. Concentrating

More information

Chapter 1 Fundamentals

Chapter 1 Fundamentals Chater Fundamentals. Overview of Thermodynamics Industrial Revolution brought in large scale automation of many tedious tasks which were earlier being erformed through manual or animal labour. Inventors

More information

Statics and dynamics: some elementary concepts

Statics and dynamics: some elementary concepts 1 Statics and dynamics: some elementary concets Dynamics is the study of the movement through time of variables such as heartbeat, temerature, secies oulation, voltage, roduction, emloyment, rices and

More information

c Copyright by Helen J. Elwood December, 2011

c Copyright by Helen J. Elwood December, 2011 c Coyright by Helen J. Elwood December, 2011 CONSTRUCTING COMPLEX EQUIANGULAR PARSEVAL FRAMES A Dissertation Presented to the Faculty of the Deartment of Mathematics University of Houston In Partial Fulfillment

More information

Multiplicity of weak solutions for a class of nonuniformly elliptic equations of p-laplacian type

Multiplicity of weak solutions for a class of nonuniformly elliptic equations of p-laplacian type Nonlinear Analysis 7 29 536 546 www.elsevier.com/locate/na Multilicity of weak solutions for a class of nonuniformly ellitic equations of -Lalacian tye Hoang Quoc Toan, Quô c-anh Ngô Deartment of Mathematics,

More information

Some results of convex programming complexity

Some results of convex programming complexity 2012c12 $ Ê Æ Æ 116ò 14Ï Dec., 2012 Oerations Research Transactions Vol.16 No.4 Some results of convex rogramming comlexity LOU Ye 1,2 GAO Yuetian 1 Abstract Recently a number of aers were written that

More information

Optimal Recognition Algorithm for Cameras of Lasers Evanescent

Optimal Recognition Algorithm for Cameras of Lasers Evanescent Otimal Recognition Algorithm for Cameras of Lasers Evanescent T. Gaudo * Abstract An algorithm based on the Bayesian aroach to detect and recognise off-axis ulse laser beams roagating in the atmoshere

More information

Research Article Positive Solutions of Sturm-Liouville Boundary Value Problems in Presence of Upper and Lower Solutions

Research Article Positive Solutions of Sturm-Liouville Boundary Value Problems in Presence of Upper and Lower Solutions International Differential Equations Volume 11, Article ID 38394, 11 ages doi:1.1155/11/38394 Research Article Positive Solutions of Sturm-Liouville Boundary Value Problems in Presence of Uer and Lower

More information

Flute-Model Acoustic Metamaterials with Simultaneously. Negative Bulk Modulus and Mass Density

Flute-Model Acoustic Metamaterials with Simultaneously. Negative Bulk Modulus and Mass Density Flute-Model Acoustic Metamaterials with Simultaneously Negative Bulk Modulus and Mass Density H. C. Zeng, C. R. Luo, H. J. Chen, S. L. Zhai and X. P. Zhao * Smart Materials Laboratory, Department of Applied

More information

ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM

ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM JOHN BINDER Abstract. In this aer, we rove Dirichlet s theorem that, given any air h, k with h, k) =, there are infinitely many rime numbers congruent to

More information

Effective conductivity in a lattice model for binary disordered media with complex distributions of grain sizes

Effective conductivity in a lattice model for binary disordered media with complex distributions of grain sizes hys. stat. sol. b 36, 65-633 003 Effective conductivity in a lattice model for binary disordered media with comlex distributions of grain sizes R. PIASECKI Institute of Chemistry, University of Oole, Oleska

More information

Lecture 2: Dispersion in Materials. 5 nm

Lecture 2: Dispersion in Materials. 5 nm Lecture : Disersion in Materials 5 nm What Haened in the Previous Lecture? Maxwell s Equations Bold face letters are vectors! B D = ρ f B = E = t Curl Equations lead to E P E = με + μ t t Linear, Homogeneous,

More information

VERTICAL LIMITS OF GRAPH DOMAINS

VERTICAL LIMITS OF GRAPH DOMAINS VERTICAL LIMITS OF GRAPH DOMAINS HRANT HAKOBYAN AND DRAGOMIR ŠARIĆ Abstract. We consider the limiting behavior of Teichmüller geodesics in the universal Teichmüller sace T (H). Our main result states that

More information

1 Riesz Potential and Enbeddings Theorems

1 Riesz Potential and Enbeddings Theorems Riesz Potential and Enbeddings Theorems Given 0 < < and a function u L loc R, the Riesz otential of u is defined by u y I u x := R x y dy, x R We begin by finding an exonent such that I u L R c u L R for

More information

NON-LINEAR DYNAMIC BEHAVIOR OF THIN RECTANGULAR PLATES PARAMETRICALLY EXCITED USING THE ASYMPTOTIC METHOD, PART 2: COMPUTATION OF THE PHASE ANGLE

NON-LINEAR DYNAMIC BEHAVIOR OF THIN RECTANGULAR PLATES PARAMETRICALLY EXCITED USING THE ASYMPTOTIC METHOD, PART 2: COMPUTATION OF THE PHASE ANGLE Proceedings of the 9th WSEAS International Conference on Alied Mathematics, Istanbul, Turkey, May 7-9, 6 (9-99 NON-LINEAR DYNAMIC BEHAVIOR OF THIN RECTANGULAR PLATES PARAMETRICALLY EXCITED USING THE ASYMPTOTIC

More information

A numerical approach of Friedrichs systems under constraints in bounded domains

A numerical approach of Friedrichs systems under constraints in bounded domains A numerical aroach of Friedrichs systems under constraints in bounded domains Clément Mifsud, Bruno Desrés To cite this version: Clément Mifsud, Bruno Desrés. A numerical aroach of Friedrichs systems under

More information

DIRICHLET S PRINCIPLE AND WELLPOSEDNESS OF SOLUTIONS FOR A NONLOCAL p LAPLACIAN SYSTEM WITH APPLICATIONS IN PERIDYNAMICS

DIRICHLET S PRINCIPLE AND WELLPOSEDNESS OF SOLUTIONS FOR A NONLOCAL p LAPLACIAN SYSTEM WITH APPLICATIONS IN PERIDYNAMICS DIRICHLET S PRINCIPLE AND WELLPOSEDNESS OF SOLUTIONS FOR A NONLOCAL LAPLACIAN SYSTEM WITH APPLICATIONS IN PERIDYNAMICS BRITTNEY HINDS, PETRONELA RADU Abstract. We rove Dirichlet s rincile for a nonlocal

More information

A PRIORI ESTIMATES AND APPLICATION TO THE SYMMETRY OF SOLUTIONS FOR CRITICAL

A PRIORI ESTIMATES AND APPLICATION TO THE SYMMETRY OF SOLUTIONS FOR CRITICAL A PRIORI ESTIMATES AND APPLICATION TO THE SYMMETRY OF SOLUTIONS FOR CRITICAL LAPLACE EQUATIONS Abstract. We establish ointwise a riori estimates for solutions in D 1, of equations of tye u = f x, u, where

More information

Journal of Mathematical Analysis and Applications

Journal of Mathematical Analysis and Applications J. Math. Anal. Al. 44 (3) 3 38 Contents lists available at SciVerse ScienceDirect Journal of Mathematical Analysis and Alications journal homeage: www.elsevier.com/locate/jmaa Maximal surface area of a

More information

CFD AS A DESIGN TOOL FOR FLUID POWER COMPONENTS

CFD AS A DESIGN TOOL FOR FLUID POWER COMPONENTS CFD AS A DESIGN TOOL FOR FLUID POWER COMPONENTS M. BORGHI - M. MILANI Diartimento di Scienze dell Ingegneria Università degli Studi di Modena Via Cami, 213/b 41100 Modena E-mail: borghi@omero.dsi.unimo.it

More information

MATH 6210: SOLUTIONS TO PROBLEM SET #3

MATH 6210: SOLUTIONS TO PROBLEM SET #3 MATH 6210: SOLUTIONS TO PROBLEM SET #3 Rudin, Chater 4, Problem #3. The sace L (T) is searable since the trigonometric olynomials with comlex coefficients whose real and imaginary arts are rational form

More information

NONEXISTENCE RESULTS FOR A PSEUDO-HYPERBOLIC EQUATION IN THE HEISENBERG GROUP

NONEXISTENCE RESULTS FOR A PSEUDO-HYPERBOLIC EQUATION IN THE HEISENBERG GROUP Electronic Journal of Differential Euations, Vol. 2015 (2015, No. 110,. 1 9. ISSN: 1072-6691. URL: htt://ejde.math.txstate.edu or htt://ejde.math.unt.edu ft ejde.math.txstate.edu NONEXISTENCE RESULTS FOR

More information

Spectral Properties of Schrödinger-type Operators and Large-time Behavior of the Solutions to the Corresponding Wave Equation

Spectral Properties of Schrödinger-type Operators and Large-time Behavior of the Solutions to the Corresponding Wave Equation Math. Model. Nat. Phenom. Vol. 8, No., 23,. 27 24 DOI:.5/mmn/2386 Sectral Proerties of Schrödinger-tye Oerators and Large-time Behavior of the Solutions to the Corresonding Wave Equation A.G. Ramm Deartment

More information

LEIBNIZ SEMINORMS IN PROBABILITY SPACES

LEIBNIZ SEMINORMS IN PROBABILITY SPACES LEIBNIZ SEMINORMS IN PROBABILITY SPACES ÁDÁM BESENYEI AND ZOLTÁN LÉKA Abstract. In this aer we study the (strong) Leibniz roerty of centered moments of bounded random variables. We shall answer a question

More information

A Note on Massless Quantum Free Scalar Fields. with Negative Energy Density

A Note on Massless Quantum Free Scalar Fields. with Negative Energy Density Adv. Studies Theor. Phys., Vol. 7, 13, no. 1, 549 554 HIKARI Ltd, www.m-hikari.com A Note on Massless Quantum Free Scalar Fields with Negative Energy Density M. A. Grado-Caffaro and M. Grado-Caffaro Scientific

More information

Combinatorics of topmost discs of multi-peg Tower of Hanoi problem

Combinatorics of topmost discs of multi-peg Tower of Hanoi problem Combinatorics of tomost discs of multi-eg Tower of Hanoi roblem Sandi Klavžar Deartment of Mathematics, PEF, Unversity of Maribor Koroška cesta 160, 000 Maribor, Slovenia Uroš Milutinović Deartment of

More information

On the relationship between sound intensity and wave impedance

On the relationship between sound intensity and wave impedance Buenos Aires 5 to 9 Setember, 16 Acoustics for the 1 st Century PROCEEDINGS of the nd International Congress on Acoustics Sound Intensity and Inverse Methods in Acoustics: Paer ICA16-198 On the relationshi

More information

An Analysis of Reliable Classifiers through ROC Isometrics

An Analysis of Reliable Classifiers through ROC Isometrics An Analysis of Reliable Classifiers through ROC Isometrics Stijn Vanderlooy s.vanderlooy@cs.unimaas.nl Ida G. Srinkhuizen-Kuyer kuyer@cs.unimaas.nl Evgueni N. Smirnov smirnov@cs.unimaas.nl MICC-IKAT, Universiteit

More information

Solutions to Problem Set 5

Solutions to Problem Set 5 Solutions to Problem Set Problem 4.6. f () ( )( 4) For this simle rational function, we see immediately that the function has simle oles at the two indicated oints, and so we use equation (6.) to nd the

More information

Propagating plasmonic mode in nanoscale apertures and its implications for extraordinary transmission

Propagating plasmonic mode in nanoscale apertures and its implications for extraordinary transmission Journal of Nanohotonics, Vol. 2, 2179 (12 February 28) Proagating lasmonic mode in nanoscale aertures and its imlications for extraordinary transmission Peter B. Catrysse and Shanhui Fan Edward L. Ginzton

More information

A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-Test Split

A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-Test Split A Bound on the Error of Cross Validation Using the Aroximation and Estimation Rates, with Consequences for the Training-Test Slit Michael Kearns AT&T Bell Laboratories Murray Hill, NJ 7974 mkearns@research.att.com

More information

where x i is the ith coordinate of x R N. 1. Show that the following upper bound holds for the growth function of H:

where x i is the ith coordinate of x R N. 1. Show that the following upper bound holds for the growth function of H: Mehryar Mohri Foundations of Machine Learning Courant Institute of Mathematical Sciences Homework assignment 2 October 25, 2017 Due: November 08, 2017 A. Growth function Growth function of stum functions.

More information

ON THE NORMS OF p-stabilized ELLIPTIC NEWFORMS

ON THE NORMS OF p-stabilized ELLIPTIC NEWFORMS ON THE NORMS OF -STABILIZED ELLIPTIC NEWFORMS JIM BROWN AND KRZYSZTOF KLOSIN 2, WITH AN APPENDIX BY KEITH CONRAD 3 Abstract. Let f S κ(γ 0(N)) be a Hecke eigenform at with eigenvalue λ f () for a rime

More information

1 Probability Spaces and Random Variables

1 Probability Spaces and Random Variables 1 Probability Saces and Random Variables 1.1 Probability saces Ω: samle sace consisting of elementary events (or samle oints). F : the set of events P: robability 1.2 Kolmogorov s axioms Definition 1.2.1

More information

SECTION 12: HOMOTOPY EXTENSION AND LIFTING PROPERTY

SECTION 12: HOMOTOPY EXTENSION AND LIFTING PROPERTY SECTION 12: HOMOTOPY EXTENSION AND LIFTING PROPERTY In the revious section, we exloited the interlay between (relative) CW comlexes and fibrations to construct the Postnikov and Whitehead towers aroximating

More information

On the minimax inequality and its application to existence of three solutions for elliptic equations with Dirichlet boundary condition

On the minimax inequality and its application to existence of three solutions for elliptic equations with Dirichlet boundary condition ISSN 1 746-7233 England UK World Journal of Modelling and Simulation Vol. 3 (2007) No. 2. 83-89 On the minimax inequality and its alication to existence of three solutions for ellitic equations with Dirichlet

More information

Simplifications to Conservation Equations

Simplifications to Conservation Equations Chater 5 Simlifications to Conservation Equations 5.1 Steady Flow If fluid roerties at a oint in a field do not change with time, then they are a function of sace only. They are reresented by: ϕ = ϕq 1,

More information

GRACEFUL NUMBERS. KIRAN R. BHUTANI and ALEXANDER B. LEVIN. Received 14 May 2001

GRACEFUL NUMBERS. KIRAN R. BHUTANI and ALEXANDER B. LEVIN. Received 14 May 2001 IJMMS 29:8 2002 495 499 PII S06720200765 htt://immshindawicom Hindawi Publishing Cor GRACEFUL NUMBERS KIRAN R BHUTANI and ALEXANDER B LEVIN Received 4 May 200 We construct a labeled grah Dn that reflects

More information

Simulation of the PIR detector active function

Simulation of the PIR detector active function 04036 (016) DOI: 10.1051/ matecconf/0167604036 CSCC 016 Simulation of the PIR detector active function Rudolf Drga 1,a, Dagmar Janacova and Hana Charvatova 3 1 Tomas Bata University in Zlín, Faculty of

More information

On the minimax inequality for a special class of functionals

On the minimax inequality for a special class of functionals ISSN 1 746-7233, Engl, UK World Journal of Modelling Simulation Vol. 3 (2007) No. 3,. 220-224 On the minimax inequality for a secial class of functionals G. A. Afrouzi, S. Heidarkhani, S. H. Rasouli Deartment

More information

A CHARACTERIZATION OF REAL ANALYTIC FUNCTIONS

A CHARACTERIZATION OF REAL ANALYTIC FUNCTIONS Annales Academiæ Scientiarum Fennicæ Mathematica Volumen 43, 208, 475 482 A CHARACTERIZATION OF REAL ANALYTIC FUNCTIONS Grzegorz Łysik Jan Kochanowski University, Faculty of Mathematics and Natural Science

More information

THERMAL ANALYSIS OF CHARRING MATERIALS BASED ON PYROLYSIS INTERFACE MODEL

THERMAL ANALYSIS OF CHARRING MATERIALS BASED ON PYROLYSIS INTERFACE MODEL THERMA SCIENCE, Year 14, Vol. 18, No. 5,. 1591-1596 1591 THERMA ANAYSIS OF CHARRING MATERIAS BASED ON PYROYSIS INTERFACE MODE by Hai-Ming HUANG *a, Wei-Jie I a, and Hai-ingYU b a Institute of Engineering

More information

Introduction to Landau s Fermi Liquid Theory

Introduction to Landau s Fermi Liquid Theory Introduction to Landau s Fermi Liquid Theory Erkki Thuneberg Deartment of hysical sciences University of Oulu 29 1. Introduction The rincial roblem of hysics is to determine how bodies behave when they

More information

Best approximation by linear combinations of characteristic functions of half-spaces

Best approximation by linear combinations of characteristic functions of half-spaces Best aroximation by linear combinations of characteristic functions of half-saces Paul C. Kainen Deartment of Mathematics Georgetown University Washington, D.C. 20057-1233, USA Věra Kůrková Institute of

More information

Cloaking The Road to Realization

Cloaking The Road to Realization Cloaking The Road to Realization by Reuven Shavit Electrical and Computer Engineering Department Ben-Gurion University of the Negev 1 Outline Introduction Transformation Optics Laplace s Equation- Transformation

More information

Andrea Mantile. Fractional Integral Equations and Applications to Point Interaction Models in Quantum Mechanics TESI DI DOTTORATO DI RICERCA

Andrea Mantile. Fractional Integral Equations and Applications to Point Interaction Models in Quantum Mechanics TESI DI DOTTORATO DI RICERCA DOTTORATO DI RICERCA in MATEMATICA APPLICATA E INFORMATICA Ciclo XVI Consorzio tra Università di Catania, Università di Naoli Federico II, Seconda Università di Naoli, Università di Palermo, Università

More information

Uncorrelated Multilinear Principal Component Analysis for Unsupervised Multilinear Subspace Learning

Uncorrelated Multilinear Principal Component Analysis for Unsupervised Multilinear Subspace Learning TNN-2009-P-1186.R2 1 Uncorrelated Multilinear Princial Comonent Analysis for Unsuervised Multilinear Subsace Learning Haiing Lu, K. N. Plataniotis and A. N. Venetsanooulos The Edward S. Rogers Sr. Deartment

More information

PEMC PARABOLOIDAL REFLECTOR IN CHIRAL MEDIUM SUPPORTING POSITIVE PHASE VELOC- ITY AND NEGATIVE PHASE VELOCITY SIMULTANE- OUSLY

PEMC PARABOLOIDAL REFLECTOR IN CHIRAL MEDIUM SUPPORTING POSITIVE PHASE VELOC- ITY AND NEGATIVE PHASE VELOCITY SIMULTANE- OUSLY Progress In Electromagnetics Research Letters, Vol. 10, 77 86, 2009 PEMC PARABOLOIDAL REFLECTOR IN CHIRAL MEDIUM SUPPORTING POSITIVE PHASE VELOC- ITY AND NEGATIVE PHASE VELOCITY SIMULTANE- OUSLY T. Rahim

More information

On the Chvatál-Complexity of Knapsack Problems

On the Chvatál-Complexity of Knapsack Problems R u t c o r Research R e o r t On the Chvatál-Comlexity of Knasack Problems Gergely Kovács a Béla Vizvári b RRR 5-08, October 008 RUTCOR Rutgers Center for Oerations Research Rutgers University 640 Bartholomew

More information

Velocity Changing and Dephasing collisions Effect on electromagnetically induced transparency in V-type Three level Atomic System.

Velocity Changing and Dephasing collisions Effect on electromagnetically induced transparency in V-type Three level Atomic System. Velocity Changing and Dehasing collisions Effect on electromagnetically induced transarency in V-tye Three level Atomic System. Anil Kumar M. and Suneel Singh University of Hyderabad, School of hysics,

More information