Controllable Spatial Array of Bessel-like Beams with Independent Axial Intensity Distributions for Laser Microprocessing

Size: px
Start display at page:

Download "Controllable Spatial Array of Bessel-like Beams with Independent Axial Intensity Distributions for Laser Microprocessing"

Transcription

1 JLMN-Journal of Laser Micro/Nanoengineering Vol. 3, No. 3, 08 Controllable Satial Array of Bessel-like Beams with Indeendent Axial Intensity Distributions for Laser Microrocessing Sergej Orlov, Alfonsas Juršėnas, Justas Baltrukonis and Vytautas Jukna Center for Physical Sciences and Technology, Industrial laboratory for hotonic technologies, Saulėtekio av. 3, Vilnius, Lithuania Bessel beams generated via axicons are widely used for various alications like otical tweeers or laser microfabrication of transarent materials. The secific intensity rofile having high asect ratio of beam width and length in turn generates high asect ratio void that resembles a needle. In contrast to commonly generated Bessel beam that has a fixed axial intensity distribution. We resent a novel method to engineer an otical needle that can have an arbitrary axial intensity distribution via suerosition of different cone angle Bessel beams. We analytically describe satial sectra of an otical needle having arbitrary axial intensity distribution. We also demonstrate a suerosition of indeendent otical needles and analye the hysical limitations to observe well searated otical needles as they are influence by mutual interference of the individual beams. In order to verify our theoretical and numerical results we generate controllable satial arrays of individual beams with various numbers and satial searations by altering a sectrum of incoming laser beam via satial light modulator. Lastly, we numerically examine distortions caused by roagation through lanar air-dielectric interface and show comensation method by aroriately modifying sectral masks. DOI: 0.96/jlmn Keywords: diffraction, otical engineering, satial light modulator, Bessel beam, otical needle, focal line, translation of Bessel beams. Introduction In many alications of laser microfabrication and otical traing it is advantageous to use laser beams with long deth of focus and narrow transverse intensity distribution []. One examle of such otical field is a nondiffracting Bessel beam, which exhibits such features in the so-called Bessel one []. These beams are usually generated by axicons and are widely used in such alications as laser micromachining [4-6] and otical tweeers [7]. However due to fixed bell shaed axial intensity distribution these beams are only a single tye of the otical needle family [3]. In ractical alications it is imortant to eliminate aberrations caused by lanar dielectric material interface (e.g. focusing from air into the volume of bulk material) [8]. Thus, a numerical investigation of the roblem with demonstration how the aberration may be eliminated is of a ractical imortance. It was shown in Ref. [9] that the suerosition of eroorder Bessel beams with secific axicon angles and comlex amlitudes can be used to create a redefined axial intensity distribution which is more ractical than axial intensity attern obtained by conventional conical lens. In this work we introduce a methodology of roducing arallel Bessel-like otical needles with controllable individual axial intensity attern. We resent also an exerimental imlementation of such beams using a satial light modulator. Lastly we dive into the roblem of the aberrations introduced by a lanar interface and show, how one could comensate axial intensity distortions due to focusing through air-dielectric interface. The elimination satial aberrations caused by lanar dielectric material interface (e.g. focusing from air into the the bulk material) are very imortant for ractical alications as it not only imacts the laser energy deosition efficiency [8] but also the axial intensity distribution of the otical needle. Thus, a numerical investigation of the roblem with demonstration how the aberration may be eliminated is of a ractical imortance.. Axial intensity control in an otical needle and translation of otical needles In this section we resent the theoretical basis for creation of arrays of arallel Bessel-like otical needle beams with controlled axial intensity attern. Here we use ideal Bessel beams as a basis functions. They are obtained from an angular sectrum described by a Dirac s delta function [0]. These nondiffracting beams are well enough aroximations of exerimentally observed intensity distributions near the focal oint of the Fourier lens.. Axial intensity control in an otical needle Ideal nondiffracting Bessel beam is a solution of scalar Helmholt equation in circular cylinder coordinates ψ( ρφ,, ) = J ( k ρ)ex(imφ + i k ), () m ρ where ψ - is electric field, J m - the m - th order Bessel function, ρφ,, - cylindrical coordinates, k ρ, k - radial 34

2 JLMN-Journal of Laser Micro/Nanoengineering Vol. 3, No. 3, 08 and axial wavenumbers resectively and m is a toological charge of the Bessel beam [0]. Any solution of scalar Helmholt equation can be reresented as a 3D integral containing lane waves with different wave vectors, which can be further reduced to a D integral, if the fields are axisymmetric, see [0]. This twodimensional field reresentation is based on Fourier-Bessel transform and can be rewritten for our uroses by changing the integration variables from k ρ to k. The axial comonent of the wave vector will enter into the integral as a Fourier transform. This aroach to the engineering of axial rofiles is discussed in great detail in Ref [9]. By enforcing the radial coordinate to be ero, one ends u in a Fourier series (with resect to axial coordinate ) using a suerosition of Bessel beams (), where a Fourier integral is defined as Ψ = () r A( K ) (; r K ) dk. () + k 0 ψ We assume, that k = k0 + K, where k 0 is a carrier wave vector and Ak ( )- comlex amlitude of the satial sectra (i.e. of the each individual Bessel beam comonent). The function ψ for the case m = 0 has values on axis ψ = ex(i k ), therefore the Eq. () on-axis will be an exression for the Fourier sectrum of a selected axial intensity distribution Ψ (0, ) = f ( ), and the term k 0 is used to shift the sectrum to ositive k values in order to restrict to forward roagating waves only = π. (3) + i A( k ) ( ) k f e d Thus, a continuous suerosition of Bessel beams Ψ() r defined in () with satial sectrum (3) can exhibit roerties of axial intensity similar to those defined by a function f( ).. Translation of an otical needle In order to control transverse osition of an otical needle we use addition theorem of Bessel beams [0] i nφ n ρρ m ρρ n+ m ρρ m= i m ( φ φ ) J ( k ) e = J ( k ) J ( k ) e, (4) of translated Bessel beam is a sum of many terms with Dirac delta functions m imφ k imφ i e δ( ksin θ k ) ρ ˆ ( kρ, k) Jm( kρ ) e. m= kρ ψ φ ρ = (5) In this way the Bessel beam with origin at shifted oint O may be exanded as a suerosition of Bessel beams in the unshifted origin O (see Fig.). Let us assume, we would like to have a number =,, P of indeendent arallel otical needles each with its own axial rofile and osition ( x, y ) in the transverse lane. We use the suerosition rincile and exress the resulting satial sectrum as a sum here Ψˆ ( k, k ) A ( K ) ( k, k ; x, y ) dk. (6) ˆ x y = + k 0 ψ x y = π is the Fourier transform f, and + i A ( ) ( ) k k f e d of the individual axial intensity rofile ( ) ψˆ ( k, k ; x, y ) is a Bessel beam s satial sectrum, when x y it is shifted in the transverse lane to the oint ( x, y ). 3. Comensation of the aberration due to the lanar interface In order to analye aberrations caused by air-dielectric interface we extend our scalar beam descrition to a vector one by assuming that the beam is x-olaried V( θ, φ) = x Ψˆ ( θ, φ) (7) here θ is the incidence angle on the air-dielectric interface, ˆΨ is the angular sectrum as defined in (7). We note also that Bessel beams roduced by conventional conical lens do not suffer sherical aberration as the beams contain single angles of incidence. The refraction only changes the Bessel angles but do not create aberrations as for a Gaussian beam. In our case, we have a continuous integral of individual Bessel beams with different angles, so the resulting beam exeriences aberrations due to the lanar interface. where, ρ Fig. Bessel function translation. ρ - cylindrical coordinates of first and second coordinate systems resectively and ϕ and ϕ are aimuthal angles of first and second coordinate systems. The sectrum of individual Bessel beam is Dirac delta function multilied by aimuthal hase term, therefore the sectrum Fig. Princial scheme of focusing trough air-dielectric interface. Here L focusing lens, n, n refractive indices, Einc - incident field focused by the lens L, θ, θ- focusing angles. According to [8,0] the transmitted field in dielectric medium E t can be exressed as the following integral over focusing angles π θmax s E t = { ( )[ (, ) ] ( )[ (, ) ] t θ V θ φ φ φ + t θ V θ φ θ θ } 0 0 (8) i( kxx+ kyy+ k) e sinθ cos θ dθ dφ, 35

3 JLMN-Journal of Laser Micro/Nanoengineering Vol. 3, No. 3, 08 here s t, t are Fresnel coefficients [8], θ, θ, φ - focusing angles as deicted in Fig. From the analysis of the integral (8) we note that the otical beam in the second medium is distorted due to s Snell s law and Fresnel s coefficients. If the ratio t / t of Fresnel s coefficients is close to the unity then we can correct distortions just by accounting for a change in angles due to Snell s law. This correction is done by substitution θ θ ( θ ) in the focusing integral kernel (8) π θmax s E t = { ( )[ (, ) ] ( )[ (, ) ] t θ V θ φ φ φ + t θ V θ φ θ θ } 0 0 (9) i( kxx+ kyy+ k) e sinθ cos θ dθ dφ, such change corresonds to the change in the satial sectrum. To illustrate this method of distortions comensation let us analye the focusing of a circle of arallel otical needles (see Fig 3) from air into dielectric medium with refractive index n =.5 rofiles. The satial sectra with angles adjusted so, that uon the entrance through the lanar interface, the Snell s law enforces roer axial shae of individual needles, see first column (or the left side) in Fig.. 4. Exerimental setu Verification of numerically simulated arrays of otical needles in the air were erformed using a hase-only satial light modulator (SLM) together with an otical set-u deicted schematically in Fig. 4. The linearly olaried beam of the wavelength of 53 nm were used for the exeriments. The beam is limited to only a small central art (8 mm diam.) of its exanded diameter using a diahragm to achieve a more uniform intensity over the matrix of the SLM. The beam slitter (BS) cube ensures that the incident angle of ero degree is achieved. A reflected beam has a hase, which was modified via hase delays induced by the SLM. The reflected beam undergoes a rescaling inside a 4f imaging system and is further Fourier transformed by a Fourier lens. Axial and transverse intensity rofiles are catured with an otical imaging system mounted on a linear translation stage. We note that we achieve a x7.4 transverse magnification and aroximately a x6 longitudinal magnification in our setu, when comared to numerically simulated beams. Fig. 4 Otical set u of the exeriment. CW laser, lenses (4f imaging and Fourier), objectives (40x and 0x), satial light modulator (PLUTOVIS-006-A, HOLOEYE Photonics AG), beam slitter BS and CCD camera. 5. Results and discussion Exeriments were carried out using a SLM to verify diffraction of such beams in the air and to examine our control caabilities while controlling a) individual needles and b) their arrays, as well as c) distortions caused by destructive interference between the individual needles inside an array. Fig. 3 Comarison of situations with comensation of distortions due to focusing trough air-dielectric interface ( n =, n =.5 ), see first column or index, and without, see second column or index. Here (a,, b,) are amlitude and hase distributions of satial sectra and c, are electric field intensity distributions. The lanar air-dielectric medium interface is located at = 0, the air is the region with < 0. Results of our numerical simulations are resented in Fig. 3. First of all, we observe that the resence of a lanar interface introduces two tyes of distortions (see the second column or the right side): the longitudinal one, due to the change in the hysical angles and a weaker transverse one, which can be noticed uon careful comarison of the beam 5. Axial intensity rofile of single needle Here we aim to create a constant ste-like axial rofile. For our exeriments we select the function f( ) of the axial rofile to be a suer-gaussian function N 0 f( ) = ex, (0) 0 /N where 0 = L/ [log( / )] is a arameter controlling the axial intensity full width at half maximum (FWHM), N - is the order of suer-gaussian function, L is the length at FWHM. This choice enables for smoother axial intensity rofiles (fluctuations around the desired ste-like due to the Gibbs 36

4 JLMN-Journal of Laser Micro/Nanoengineering Vol. 3, No. 3, 08 henomenon are smaller both in the numerical simulations and in the exeriment). Firstly, we examine exerimentally axial intensity rofiles described by the Eq. (0). The main aim here is to achieve a smooth intensity rofile over length L with stee edges at the beginning and the end. The shae of this function is strongly deendent on the order N of the suer- Gaussian function. For low N values (N=-4) the edge steeness is oor, but the axial rofile itself is rather smooth. When increasing the number N, we increase also the edge steeness but we lose the smoothness. Exerimental results for a single case of an otical needle with L= mm are deicted in Fig. 5 which are the best results (N = 7 ) which we have achieved. In this case we observe the most otimal balance between two cometing factors, thus, giving us a stee and even axial intensity rofile. We will further use suer-gaussian axial rofiles with N = 7. Fig. 5 A comarison of exerimentally measured (orange line) and numerically calculated (blue line) suer-gaussian (N = 7) axial intensity rofiles of an otical needle of the length L = mm generated with our otical set-u. 5. Arrays of otical needles Next, we are using in further exeriments the same beam arameters as in revious section. Here, we comare exerimentally and numerically obtained transverse rofiles of three arallel otical needles ositioned in one row with satial searation of ρ = 60 λ, see Fig.. We observe a good agreement between exerimental results and numerical simulation as the direct comarison shows only minor differences in transverse intensity rofiles (Fig. 6), which indicates both roer work of our exerimental set-u and the correctness of theoretical methods. Some interference of nearby beams occurs in both cases, which can be seen as distortion of tyical ring system around Bessel-like beams. All transverse rofiles are catured at the middle of the axial rofile which is set to be at the Fourier lane. Satial searation has a big influence on the formation of individual otical needles. As we try to bring them closer, by lowering the individual searation ρ, the destructive interference tends to increase and otical needles are no longer generated correctly. On the other hand, by increasing the searation distance ρ, distant needles lose some intensity due to limitations of our set-u, see Fig. 7, which also limits the ositioning caabilities of the needles using the method described here. Length of the array is also an imortant factor to consider as it also heavily affects the occurrence of destructive interference. As it can be seen from Fig.8, an array of individual needles with shorter individual lengths L shows nearly no interference between individual arts. As one could exect, longer individual otical needles in the array cause more destructive interference. This can be understood considering the fact, that the creation of individual Bessel one requires some volume for the lane waves lying on the cone to interfere and create an otical needle. The longer the needle the larger is the volume of this effective Bessel one. Furthermore, we demonstrate an ability to control the length of an individual otical needle inside the array searately. Here, we construct an array of four otical needles with different individual lengths (Fig.9). The influence of the individual length L can be also noticed in this exeriment, as the interference between adjacent elements increasingly gets stronger as adjacent otical needles gets longer (Fig. 9 b)). Fig. 7 Intensity distribution of exerimentally obtained arallel arrays of three otical needles. The axial length L of individual needle is L = mm, N = 7, the satial searation ρ between the needles in the transverse lane is deicted on the grah. Fig. 6 Intensity distribution of exerimentally obtained and numerical calculated arallel arrays of three otical needles. The axial length L of individual needle is L = mm, N = 7, the satial searation ρ between the needles in the transverse lane is ρ = 60 λ. Fig. 8 Intensity distribution of exerimentally obtained arallel arrays of three otical needles. The axial length L of individual needle is L = 0.4 mm and.4 mm, N = 7, the satial searation ρ between the needles in the transverse lane is ρ = 60 λ. 37

5 JLMN-Journal of Laser Micro/Nanoengineering Vol. 3, No. 3, 08 rings which aear as we suerose multile beams to control the axial rofile. The rings also contains some intensity modulation which occurs as we create and suerose translated beams (see, Eq. (7)). The hase structure of the satial sectra is here rather comlicated, what can be seen as a manifestation of the comlexity of this rather simle structure while reroducing it with lane waves. Fig. 9 Intensity distribution of exerimentally obtained arallel arrays of four otical needles. Intensity rofiles are deicted in a) y and b) xy lanes. The individual lengths L in the array are L= 0. mm, 0.4 mm, 0.6 mm and 0.8 mm. Finally, we resent here our caability to form comlex satial structures by lacing individual otical needles in secific laces in the focal lane. A good examle would be a situation when we form a circle of eight searate needles of individual lengths L = 0.5 mm (Fig. 0). Shorter beams and right satial searation between allows us to minimie the destructive interference and form a structure with clearly exressed individual needles. Fig. 0 Three dimensional deiction of the exerimentally measured intensity distribution in the array of eight otical needles with individual length L = 0.5 mm. Otical needles are osition so that they create a circle. 6. Conclusion We have resented a flexible technique, which enables us to create exerimentally controlled arrays of arallel otical needles with indeendent axial intensity rofiles. We have analyed how the searation between individual otical needles interlays with the individual lengths of the otical needles. We show, that the destructive interference between adjacent needles is less ronounced when they are of different lengths. Our reliminary analysis shows, that this is caused by the fact, that otical needles of different lengths have different satial modulation in the Fourier sace. The distortion between the neighboring otical needles aears due to the satial overlaing of the beams. Therefore to achieve the best results it is advisable to searate the beams so that they have limited overla. The downside of this technique is limiting the smallest searation between the beams, or limits the needle length, or limits the beam width. Additionally we have introduced a ste-like axial intensity rofile described using a suer-gaussian function. This has enabled us to avoid roblems caused by the Gibb s henomenon, when the edges of a ste function exhibit very shar oscillations. We have found otimal arameter of the suer Gaussian function N=7, which ensures both nice smoothness of the rofile and sharness of the edges. Moreover, we have demonstrated the roof-of-concet imlementation of the technique, which allows for comensation of various distortions due to aberrations introduced by a lanar interface between air and dielectric. In conclusion, the method resented here allows creation of various satial intensity distributions in 3D which might be alicable for ossible secific microfabrication tasks or otical tweeing set-us. The imlementation of this aroach into high ower laser systems will require us to move away from the satial light modulator, as it cannot sustain high laser owers. However the satial light modulator can be a versatile device to rototye the geometrical hase element, which are known for their sustainability to high laser owers. Acknowledgments and Aendixes This research is/was funded by the Euroean Social Fund according to the activity Imrovement of researchers qualification by imlementing world-class R&D rojects of Measure No LMT-K-7. Fig. Amlitude and hase distributions of the satial sectra of a circular array containing eight otical needles, deicted in the Fig. 0. The satial sectra of such structure is deicted in Fig.. We see from the amlitude distribution of the satial sectra that it contains not only a single ring (as exected for Bessel-Gaussian beam) but a few more, not so intense References [] H. Misawa, and S. Juodkais: 3D Laser Microfabrication Princiles and Alications Edited by. (Wiley- VCH; 006). 38

6 JLMN-Journal of Laser Micro/Nanoengineering Vol. 3, No. 3, 08 [] T. Čižmár, V. Kollárová, X. Tsamoula, F. Gunn- Moore, W. Sibbett, Z. Bouchal and K.Dholakia: Ot. Exress, 6, (008) 404. [3] M. Zhu, Q. Cao, H. Gao, J. Ot. Soc. Am. A, 3, (04) 500. [4] M. Duocastella, C. B. Arnold, Laser and Photon. Rev. 6, (05) 607. [5] M. Bhuyan, F. Courvoisier, P. Lacourt, M. Jacquot, R. Salut, L. Furfaro, J. Dudley, Al. Phys. Lett. 97, (00) 080. [6] F. Courvoisier, J. Zhang, M. Bhuyan, M. Jacquot, J. M. Dudley, Al. Phys. A, (06) 9. [7] S. Orlov, A. Stabinis, J. Ot. A, 6, (004); 59. [8] L. Novotny, B. Hecht: Princiles of nano-otics, (Cambridge university ress, United Kingdom, 0). [9] M. Zamboni-Rached, E. Recami, and H.E. Hernánde- Figueroa: J. Ot. Soc. Am. A,, (005) 465. [0] Stratton, Julius Adams. Electromagnetic theory. John Wiley & Sons, 007. (Received: June 4, 08, Acceted: December 6, 08) 39

Montgomery self-imaging effect using computer-generated diffractive optical elements

Montgomery self-imaging effect using computer-generated diffractive optical elements Otics Communications 225 (2003) 13 17 www.elsevier.com/locate/otcom Montgomery self-imaging effect using comuter-generated diffractive otical elements J urgen Jahns a, *, Hans Knuertz a, Adolf W. Lohmann

More information

Optical Bessel-like Beams with Engineered Axial Phase and Intensity Distribution

Optical Bessel-like Beams with Engineered Axial Phase and Intensity Distribution JLMN-Journal of Laser Micro/Nanoengineering Vol. 3, No. 3, 08 Optical Bessel-like Beams with Engineered Axial Phase Intensit Distribution Sergej Orlov, Alfonsas Juršėnas, Ernestas Nacius Center for Phsical

More information

Focused azimuthally polarized vector beam and spatial magnetic resolution below the diffraction limit

Focused azimuthally polarized vector beam and spatial magnetic resolution below the diffraction limit Research Article Vol. 33, No. 11 / November 2016 / Journal of the Otical Society of America B 2265 Focused azimuthally olarized vector beam and satial magnetic resolution below the diffraction limit MEHDI

More information

Ultrasound Beam Focusing Considering the Cutaneous Fat Layer Effects

Ultrasound Beam Focusing Considering the Cutaneous Fat Layer Effects Ultrasound Beam Focusing Considering the Cutaneous Fat Layer Effects A. B. M. Aowlad Hossain 1*, Laehoon H. Kang 1 Deartment of Electronics and Communication Engineering Khulna University of Engineering

More information

PHYSICAL REVIEW LETTERS

PHYSICAL REVIEW LETTERS PHYSICAL REVIEW LETTERS VOLUME 81 20 JULY 1998 NUMBER 3 Searated-Path Ramsey Atom Interferometer P. D. Featonby, G. S. Summy, C. L. Webb, R. M. Godun, M. K. Oberthaler, A. C. Wilson, C. J. Foot, and K.

More information

NONRELATIVISTIC STRONG-FIELD APPROXIMATION (SFA)

NONRELATIVISTIC STRONG-FIELD APPROXIMATION (SFA) NONRELATIVISTIC STRONG-FIELD APPROXIMATION (SFA) Note: SFA will automatically be taken to mean Coulomb gauge (relativistic or non-diole) or VG (nonrelativistic, diole-aroximation). If LG is intended (rarely),

More information

Optical Fibres - Dispersion Part 1

Optical Fibres - Dispersion Part 1 ECE 455 Lecture 05 1 Otical Fibres - Disersion Part 1 Stavros Iezekiel Deartment of Electrical and Comuter Engineering University of Cyrus HMY 445 Lecture 05 Fall Semester 016 ECE 455 Lecture 05 Otical

More information

Multiparameter entanglement in quantum interferometry

Multiparameter entanglement in quantum interferometry PHYSICAL REVIEW A, 66, 023822 200 Multiarameter entanglement in quantum interferometry Mete Atatüre, 1 Giovanni Di Giusee, 2 Matthew D. Shaw, 2 Alexander V. Sergienko, 1,2 Bahaa E. A. Saleh, 2 and Malvin

More information

pp physics, RWTH, WS 2003/04, T.Hebbeker

pp physics, RWTH, WS 2003/04, T.Hebbeker 1. PP TH 03/04 Accelerators and Detectors 1 hysics, RWTH, WS 2003/04, T.Hebbeker 2003-12-03 1. Accelerators and Detectors In the following, we concentrate on the three machines SPS, Tevatron and LHC with

More information

All-fiber Optical Parametric Oscillator

All-fiber Optical Parametric Oscillator All-fiber Otical Parametric Oscillator Chengao Wang Otical Science and Engineering, Deartment of Physics & Astronomy, University of New Mexico Albuquerque, NM 87131-0001, USA Abstract All-fiber otical

More information

Dimensional perturbation theory for Regge poles

Dimensional perturbation theory for Regge poles Dimensional erturbation theory for Regge oles Timothy C. Germann Deartment of Chemistry, University of California, Berkeley, California 94720 Sabre Kais Deartment of Chemistry, Purdue University, West

More information

Section 4: Electromagnetic Waves 2

Section 4: Electromagnetic Waves 2 Frequency deendence and dielectric constant Section 4: Electromagnetic Waves We now consider frequency deendence of electromagnetic waves roagating in a dielectric medium. As efore we suose that the medium

More information

Left-handed metamaterial coatings for subwavelength-resolution imaging

Left-handed metamaterial coatings for subwavelength-resolution imaging 99 J. Ot. Soc. Am. A / Vol. 9, No. 9 / Setember Zaata-Rodríguez et al. Left-handed metamaterial coatings for subwavelength-resolution imaging Carlos J. Zaata-Rodríguez,, * David Pastor, Luis E. Martínez,

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

Chapter 2 Introductory Concepts of Wave Propagation Analysis in Structures

Chapter 2 Introductory Concepts of Wave Propagation Analysis in Structures Chater 2 Introductory Concets of Wave Proagation Analysis in Structures Wave roagation is a transient dynamic henomenon resulting from short duration loading. Such transient loadings have high frequency

More information

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

Deriving Indicator Direct and Cross Variograms from a Normal Scores Variogram Model (bigaus-full) David F. Machuca Mory and Clayton V.

Deriving Indicator Direct and Cross Variograms from a Normal Scores Variogram Model (bigaus-full) David F. Machuca Mory and Clayton V. Deriving ndicator Direct and Cross Variograms from a Normal Scores Variogram Model (bigaus-full) David F. Machuca Mory and Clayton V. Deutsch Centre for Comutational Geostatistics Deartment of Civil &

More information

Pulse Propagation in Optical Fibers using the Moment Method

Pulse Propagation in Optical Fibers using the Moment Method Pulse Proagation in Otical Fibers using the Moment Method Bruno Miguel Viçoso Gonçalves das Mercês, Instituto Suerior Técnico Abstract The scoe of this aer is to use the semianalytic technique of the Moment

More information

Formation of higher-order Bessel light beams in biaxial crystals

Formation of higher-order Bessel light beams in biaxial crystals 15 January 2001 Otics Communications 187 (2001) 407±414 www.elsevier.com/locate/otcom Formation of higher-order Bessel light beams in biaxial crystals T.A. King a,1, W. Hogervorst b,2, N.S. Kazak c,3,

More information

Meshless Methods for Scientific Computing Final Project

Meshless Methods for Scientific Computing Final Project Meshless Methods for Scientific Comuting Final Project D0051008 洪啟耀 Introduction Floating island becomes an imortant study in recent years, because the lands we can use are limit, so eole start thinking

More information

Session 5: Review of Classical Astrodynamics

Session 5: Review of Classical Astrodynamics Session 5: Review of Classical Astrodynamics In revious lectures we described in detail the rocess to find the otimal secific imulse for a articular situation. Among the mission requirements that serve

More information

Topological-phase effects and path-dependent interference in microwave structures with magnetic-dipolar-mode ferrite particles

Topological-phase effects and path-dependent interference in microwave structures with magnetic-dipolar-mode ferrite particles Toological-hase effects and ath-deendent interference in microwave structures with magnetic-diolar-mode ferrite articles Abstract M. Berezin, E.O. Kamenetskii, and R. Shavit Microwave Magnetic Laboratory

More information

High spatial resolution distributed sensing in optical fibers by Brillouin gain-profile tracing

High spatial resolution distributed sensing in optical fibers by Brillouin gain-profile tracing High satial resolution distributed sensing in otical fibers by Brillouin gain-rofile tracing Tom Serber, 1,* Avishay Eyal, 1 Moshe Tur, 1 and Luc Thévenaz 2 1 School of Electrical Engineering, Faculty

More information

Ultrashort electron pulses for diffraction, crystallography and microscopy: theoretical and experimental resolutions

Ultrashort electron pulses for diffraction, crystallography and microscopy: theoretical and experimental resolutions PAPER www.rsc.org/cc Physical Chemistry Chemical Physics Ultrashort electron ulses for diffraction, crystallograhy and microscoy: theoretical and exerimental resolutions Andreas Gahlmann, Sang Tae Park

More information

Control the high-order harmonics cutoff through the. combination of chirped laser and static electric field

Control the high-order harmonics cutoff through the. combination of chirped laser and static electric field Control the high-order harmonics cutoff through the combination of chired laser and static electric field Yang Xiang,, Yueing iu Shangqing Gong State Key Laboratory of High Field Laser Physics, Shanghai

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

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

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

Paper C Exact Volume Balance Versus Exact Mass Balance in Compositional Reservoir Simulation

Paper C Exact Volume Balance Versus Exact Mass Balance in Compositional Reservoir Simulation Paer C Exact Volume Balance Versus Exact Mass Balance in Comositional Reservoir Simulation Submitted to Comutational Geosciences, December 2005. Exact Volume Balance Versus Exact Mass Balance in Comositional

More information

Principles of Computed Tomography (CT)

Principles of Computed Tomography (CT) Page 298 Princiles of Comuted Tomograhy (CT) The theoretical foundation of CT dates back to Johann Radon, a mathematician from Vienna who derived a method in 1907 for rojecting a 2-D object along arallel

More 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

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

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

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

Feedback-error control

Feedback-error control Chater 4 Feedback-error control 4.1 Introduction This chater exlains the feedback-error (FBE) control scheme originally described by Kawato [, 87, 8]. FBE is a widely used neural network based controller

More 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

Submicrometer Position Control of Single Trapped Neutral Atoms

Submicrometer Position Control of Single Trapped Neutral Atoms Dotsenko, I and Alt, W and Khudaverdyan, M and Kuhr, S and Meschede, D and Miroshnychenko, Y and Schrader, D and Rauschenbeutel, A (25) Submicrometer osition control of single traed neutral atoms. Physical

More information

Equivalence of Wilson actions

Equivalence of Wilson actions Prog. Theor. Ex. Phys. 05, 03B0 7 ages DOI: 0.093/te/tv30 Equivalence of Wilson actions Physics Deartment, Kobe University, Kobe 657-850, Jaan E-mail: hsonoda@kobe-u.ac.j Received June 6, 05; Revised August

More information

Convergence performance of the coupled-wave and the differential methods for thin gratings

Convergence performance of the coupled-wave and the differential methods for thin gratings Convergence erformance of the couled-wave and the differential methods for thin gratings Philie Lalanne To cite this version: Philie Lalanne. Convergence erformance of the couled-wave and the differential

More information

arxiv: v1 [cond-mat.mtrl-sci] 1 Nov 2018

arxiv: v1 [cond-mat.mtrl-sci] 1 Nov 2018 3-omega method for thermal roerties of thin film multilayers Leandro N. Acquaroli Deartment of Engineering Physics, Ecole Polytechnique Montreal P.O. Box 679, Station Centre-Ville, Montreal (QC) H3C 3A7,

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

Higgs Modeling using EXPER and Weak Fusion. by Woody Stanford (c) 2016 Stanford Systems.

Higgs Modeling using EXPER and Weak Fusion. by Woody Stanford (c) 2016 Stanford Systems. iggs Modeling using EXPER and Weak Fusion by Woody Stanford (c) 2016 Stanford Systems. Introduction The EXPER roject, even though its original findings were inconclusive has lead to various ideas as to

More information

Optical Design with Zemax

Optical Design with Zemax Otical Design with Zema Lecture 9: Imaging 13-1-8 Herbert Gross Winter term 1 www.ia.uni-jena.de Time schedule 1 16.1. Introduction Introduction, Zema interface, menues, file handling, references, Editors,

More information

Fast vectorial calculation of the volumetric focused field distribution by using a threedimensional

Fast vectorial calculation of the volumetric focused field distribution by using a threedimensional Fast vectorial calculation of the volumetric focused field distribution by usg a threedimensional Fourier transform J. L, 1,4 O. G. Rodríguez-Herrera,,* F. Kenny, D. Lara, 3 and J. C. Daty 1 School of

More information

arxiv: v1 [quant-ph] 22 Apr 2017

arxiv: v1 [quant-ph] 22 Apr 2017 Quaternionic Quantum Particles SERGIO GIARDINO Institute of Science and Technology, Federal University of São Paulo (Unifes) Avenida Cesare G. M. Lattes 101, 147-014 São José dos Camos, SP, Brazil arxiv:1704.06848v1

More information

Spin as Dynamic Variable or Why Parity is Broken

Spin as Dynamic Variable or Why Parity is Broken Sin as Dynamic Variable or Why Parity is Broken G. N. Golub golubgn@meta.ua There suggested a modification of the Dirac electron theory, eliminating its mathematical incomleteness. The modified Dirac electron,

More information

White light wavefront control with a spatial light modulator

White light wavefront control with a spatial light modulator White light wavefront control with a satial light modulator Dirk-Mathys Sangenberg, 1, Angela Dudley, 2 Pieter H. Neethling, 1 Erich G. Rohwer 1 and Andrew Forbes 1,2 1 Stellenbosch University, Private

More information

arxiv: v1 [physics.data-an] 26 Oct 2012

arxiv: v1 [physics.data-an] 26 Oct 2012 Constraints on Yield Parameters in Extended Maximum Likelihood Fits Till Moritz Karbach a, Maximilian Schlu b a TU Dortmund, Germany, moritz.karbach@cern.ch b TU Dortmund, Germany, maximilian.schlu@cern.ch

More information

Churilova Maria Saint-Petersburg State Polytechnical University Department of Applied Mathematics

Churilova Maria Saint-Petersburg State Polytechnical University Department of Applied Mathematics Churilova Maria Saint-Petersburg State Polytechnical University Deartment of Alied Mathematics Technology of EHIS (staming) alied to roduction of automotive arts The roblem described in this reort originated

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

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

Linear diophantine equations for discrete tomography

Linear diophantine equations for discrete tomography Journal of X-Ray Science and Technology 10 001 59 66 59 IOS Press Linear diohantine euations for discrete tomograhy Yangbo Ye a,gewang b and Jiehua Zhu a a Deartment of Mathematics, The University of Iowa,

More information

Domain Dynamics in a Ferroelastic Epilayer on a Paraelastic Substrate

Domain Dynamics in a Ferroelastic Epilayer on a Paraelastic Substrate Y. F. Gao Z. Suo Mechanical and Aerosace Engineering Deartment and Princeton Materials Institute, Princeton University, Princeton, NJ 08544 Domain Dynamics in a Ferroelastic Eilayer on a Paraelastic Substrate

More information

Strehl ratio and amplitude-weighted generalized orthonormal Zernikebased

Strehl ratio and amplitude-weighted generalized orthonormal Zernikebased Strehl ratio and amlitude-weighted generalized orthonormal Zernikebased olynomials COSMAS MAFUSIRE* AND TJAART P. J. KRÜGER Deartment of Physics, Faculty of Natural and Agricultural Science, University

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

Implementation and Validation of Finite Volume C++ Codes for Plane Stress Analysis

Implementation and Validation of Finite Volume C++ Codes for Plane Stress Analysis CST0 191 October, 011, Krabi Imlementation and Validation of Finite Volume C++ Codes for Plane Stress Analysis Chakrit Suvanjumrat and Ekachai Chaichanasiri* Deartment of Mechanical Engineering, Faculty

More information

VIBRATIONS OF SHALLOW SPHERICAL SHELLS AND GONGS: A COMPARATIVE STUDY

VIBRATIONS OF SHALLOW SPHERICAL SHELLS AND GONGS: A COMPARATIVE STUDY VIBRATIONS OF SHALLOW SPHERICAL SHELLS AND GONGS: A COMPARATIVE STUDY PACS REFERENCE: 43.75.Kk Antoine CHAIGNE ; Mathieu FONTAINE ; Olivier THOMAS ; Michel FERRE ; Cyril TOUZE UER de Mécanique, ENSTA Chemin

More information

KEY ISSUES IN THE ANALYSIS OF PILES IN LIQUEFYING SOILS

KEY ISSUES IN THE ANALYSIS OF PILES IN LIQUEFYING SOILS 4 th International Conference on Earthquake Geotechnical Engineering June 2-28, 27 KEY ISSUES IN THE ANALYSIS OF PILES IN LIQUEFYING SOILS Misko CUBRINOVSKI 1, Hayden BOWEN 1 ABSTRACT Two methods for analysis

More information

The Binomial Approach for Probability of Detection

The Binomial Approach for Probability of Detection Vol. No. (Mar 5) - The e-journal of Nondestructive Testing - ISSN 45-494 www.ndt.net/?id=7498 The Binomial Aroach for of Detection Carlos Correia Gruo Endalloy C.A. - Caracas - Venezuela www.endalloy.net

More information

A Comparison between Biased and Unbiased Estimators in Ordinary Least Squares Regression

A Comparison between Biased and Unbiased Estimators in Ordinary Least Squares Regression Journal of Modern Alied Statistical Methods Volume Issue Article 7 --03 A Comarison between Biased and Unbiased Estimators in Ordinary Least Squares Regression Ghadban Khalaf King Khalid University, Saudi

More information

Applied Statistical Mechanics Lecture Note - 4 Quantum Mechanics Molecular Structure

Applied Statistical Mechanics Lecture Note - 4 Quantum Mechanics Molecular Structure Alied Statistical Mechanics Lecture Note - 4 Quantum Mechanics Molecular Structure Jeong Won Kang Deartment of Chemical Engineering Korea University Subjects Structure of Comlex Atoms - Continued Molecular

More information

Radial Basis Function Networks: Algorithms

Radial Basis Function Networks: Algorithms Radial Basis Function Networks: Algorithms Introduction to Neural Networks : Lecture 13 John A. Bullinaria, 2004 1. The RBF Maing 2. The RBF Network Architecture 3. Comutational Power of RBF Networks 4.

More information

integral invariant relations is not limited to one or two such

integral invariant relations is not limited to one or two such The Astronomical Journal, 126:3138 3142, 2003 December # 2003. The American Astronomical Society. All rights reserved. Printed in U.S.A. EFFICIENT ORBIT INTEGRATION BY SCALING AND ROTATION FOR CONSISTENCY

More information

CHAPTER-II Control Charts for Fraction Nonconforming using m-of-m Runs Rules

CHAPTER-II Control Charts for Fraction Nonconforming using m-of-m Runs Rules CHAPTER-II Control Charts for Fraction Nonconforming using m-of-m Runs Rules. Introduction: The is widely used in industry to monitor the number of fraction nonconforming units. A nonconforming unit is

More information

Methods for detecting fatigue cracks in gears

Methods for detecting fatigue cracks in gears Journal of Physics: Conference Series Methods for detecting fatigue cracks in gears To cite this article: A Belšak and J Flašker 2009 J. Phys.: Conf. Ser. 181 012090 View the article online for udates

More information

An Improved Calibration Method for a Chopped Pyrgeometer

An Improved Calibration Method for a Chopped Pyrgeometer 96 JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY VOLUME 17 An Imroved Calibration Method for a Choed Pyrgeometer FRIEDRICH FERGG OtoLab, Ingenieurbüro, Munich, Germany PETER WENDLING Deutsches Forschungszentrum

More information

Parabolized stability equation models in turbulent supersonic jets

Parabolized stability equation models in turbulent supersonic jets Parabolized stability equation models in turbulent suersonic jets Daniel Rodríguez,, Aniruddha Sinha, Guillaume A. Brès and Tim Colonius California Institute of Technology, Pasadena, CA Universidad Politécnica

More information

PER-PATCH METRIC LEARNING FOR ROBUST IMAGE MATCHING. Sezer Karaoglu, Ivo Everts, Jan C. van Gemert, and Theo Gevers

PER-PATCH METRIC LEARNING FOR ROBUST IMAGE MATCHING. Sezer Karaoglu, Ivo Everts, Jan C. van Gemert, and Theo Gevers PER-PATCH METRIC LEARNING FOR ROBUST IMAGE MATCHING Sezer Karaoglu, Ivo Everts, Jan C. van Gemert, and Theo Gevers Intelligent Systems Lab, Amsterdam, University of Amsterdam, 1098 XH Amsterdam, The Netherlands

More information

Supporting Information for Relativistic effects in Photon-Induced Near Field Electron Microscopy

Supporting Information for Relativistic effects in Photon-Induced Near Field Electron Microscopy Suorting Information for Relativistic effects in Photon-Induced Near ield Electron Microscoy Sang Tae Park and Ahmed H. Zewail Physical Biology Center for Ultrafast Science and Technology, Arthur Amos

More information

Analyses of Orthogonal and Non-Orthogonal Steering Vectors at Millimeter Wave Systems

Analyses of Orthogonal and Non-Orthogonal Steering Vectors at Millimeter Wave Systems Analyses of Orthogonal and Non-Orthogonal Steering Vectors at Millimeter Wave Systems Hsiao-Lan Chiang, Tobias Kadur, and Gerhard Fettweis Vodafone Chair for Mobile Communications Technische Universität

More information

Focal Waveform of a Prolate-Spheroidal IRA

Focal Waveform of a Prolate-Spheroidal IRA Sensor and Simulation Notes Note 59 February 6 Focal Waveform of a Prolate-Sheroidal IRA Carl E. Baum University of New Mexico Deartment of Electrical and Comuter Engineering Albuquerque New Mexico 873

More information

Shadow Computing: An Energy-Aware Fault Tolerant Computing Model

Shadow Computing: An Energy-Aware Fault Tolerant Computing Model Shadow Comuting: An Energy-Aware Fault Tolerant Comuting Model Bryan Mills, Taieb Znati, Rami Melhem Deartment of Comuter Science University of Pittsburgh (bmills, znati, melhem)@cs.itt.edu Index Terms

More information

Evaluating Circuit Reliability Under Probabilistic Gate-Level Fault Models

Evaluating Circuit Reliability Under Probabilistic Gate-Level Fault Models Evaluating Circuit Reliability Under Probabilistic Gate-Level Fault Models Ketan N. Patel, Igor L. Markov and John P. Hayes University of Michigan, Ann Arbor 48109-2122 {knatel,imarkov,jhayes}@eecs.umich.edu

More information

Nanoscale fluctuations and surface tension measurements in droplets using phase-resolved low-coherence interferometry

Nanoscale fluctuations and surface tension measurements in droplets using phase-resolved low-coherence interferometry Nanoscale fluctuations and surface tension measurements in drolets using hase-resolved low-coherence interferometry Ru Wang, 1 Taewoo Kim, 2 Mustafa Mir, 2 and Gabriel Poescu 2, * 1 Quantitative Light

More information

ANALYTICAL MODEL FOR THE BYPASS VALVE IN A LOOP HEAT PIPE

ANALYTICAL MODEL FOR THE BYPASS VALVE IN A LOOP HEAT PIPE ANALYTICAL MODEL FOR THE BYPASS ALE IN A LOOP HEAT PIPE Michel Seetjens & Camilo Rindt Laboratory for Energy Technology Mechanical Engineering Deartment Eindhoven University of Technology The Netherlands

More information

arxiv: v1 [nucl-th] 26 Aug 2011

arxiv: v1 [nucl-th] 26 Aug 2011 The Viscosity of Quark-Gluon Plasma at RHIC and the LHC Ulrich Heinz, Chun Shen and Huichao Song Deartment of Physics, The Ohio State University, Columbus, Ohio 436, USA Lawrence Berkeley National Laboratory,

More information

Th P10 13 Alternative Misfit Functions for FWI Applied to Surface Waves

Th P10 13 Alternative Misfit Functions for FWI Applied to Surface Waves Th P0 3 Alternative Misfit Functions for FWI Alied to Surface Waves I. Masoni* Total E&P, Joseh Fourier University), R. Brossier Joseh Fourier University), J. Virieux Joseh Fourier University) & J.L. Boelle

More information

Recent Developments in Multilayer Perceptron Neural Networks

Recent Developments in Multilayer Perceptron Neural Networks Recent Develoments in Multilayer Percetron eural etworks Walter H. Delashmit Lockheed Martin Missiles and Fire Control Dallas, Texas 75265 walter.delashmit@lmco.com walter.delashmit@verizon.net Michael

More information

Design and Correction of Optical Systems

Design and Correction of Optical Systems Design and Correction of Otical Systems Lecture 5: Wave aberrations 017-05-19 Herbert Gross Summer term 017 www.ia.uni-jena.de Preliminary Schedule - DCS 017 1 07.04. Basics 1.04. Materials and Comonents

More information

System Reliability Estimation and Confidence Regions from Subsystem and Full System Tests

System Reliability Estimation and Confidence Regions from Subsystem and Full System Tests 009 American Control Conference Hyatt Regency Riverfront, St. Louis, MO, USA June 0-, 009 FrB4. System Reliability Estimation and Confidence Regions from Subsystem and Full System Tests James C. Sall Abstract

More information

Noise analysis of the measurement of group delay in Fourier white-light interferometric cross correlation

Noise analysis of the measurement of group delay in Fourier white-light interferometric cross correlation Vincent Laude Vol. 19, No. 5/May 2002/J. Ot. Soc. Am. B 1001 Noise analysis of the measurement of grou delay in Fourier white-light interferometric cross correlation Vincent Laude Cororate Research Laboratory,

More information

arxiv: v3 [physics.data-an] 23 May 2011

arxiv: v3 [physics.data-an] 23 May 2011 Date: October, 8 arxiv:.7v [hysics.data-an] May -values for Model Evaluation F. Beaujean, A. Caldwell, D. Kollár, K. Kröninger Max-Planck-Institut für Physik, München, Germany CERN, Geneva, Switzerland

More information

Indirect Rotor Field Orientation Vector Control for Induction Motor Drives in the Absence of Current Sensors

Indirect Rotor Field Orientation Vector Control for Induction Motor Drives in the Absence of Current Sensors Indirect Rotor Field Orientation Vector Control for Induction Motor Drives in the Absence of Current Sensors Z. S. WANG *, S. L. HO ** * College of Electrical Engineering, Zhejiang University, Hangzhou

More information

Hotelling s Two- Sample T 2

Hotelling s Two- Sample T 2 Chater 600 Hotelling s Two- Samle T Introduction This module calculates ower for the Hotelling s two-grou, T-squared (T) test statistic. Hotelling s T is an extension of the univariate two-samle t-test

More information

Period-two cycles in a feedforward layered neural network model with symmetric sequence processing

Period-two cycles in a feedforward layered neural network model with symmetric sequence processing PHYSICAL REVIEW E 75, 4197 27 Period-two cycles in a feedforward layered neural network model with symmetric sequence rocessing F. L. Metz and W. K. Theumann Instituto de Física, Universidade Federal do

More information

A SIMPLE PLASTICITY MODEL FOR PREDICTING TRANSVERSE COMPOSITE RESPONSE AND FAILURE

A SIMPLE PLASTICITY MODEL FOR PREDICTING TRANSVERSE COMPOSITE RESPONSE AND FAILURE THE 19 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS A SIMPLE PLASTICITY MODEL FOR PREDICTING TRANSVERSE COMPOSITE RESPONSE AND FAILURE K.W. Gan*, M.R. Wisnom, S.R. Hallett, G. Allegri Advanced Comosites

More information

Impact Damage Detection in Composites using Nonlinear Vibro-Acoustic Wave Modulations and Cointegration Analysis

Impact Damage Detection in Composites using Nonlinear Vibro-Acoustic Wave Modulations and Cointegration Analysis 11th Euroean Conference on Non-Destructive esting (ECND 214), October 6-1, 214, Prague, Czech Reublic More Info at Oen Access Database www.ndt.net/?id=16448 Imact Damage Detection in Comosites using Nonlinear

More information

LUMINOSITY DETERMINATION AT THE TEVATRON*

LUMINOSITY DETERMINATION AT THE TEVATRON* LUMINOSITY DETERMINATION AT THE TEVATRON* V. Paadimitriou #, Fermilab, Batavia, IL 60510, U.S.A. Abstract In this aer we discuss the luminosity determination at the Tevatron. We discuss luminosity measurements

More information

The Noise Power Ratio - Theory and ADC Testing

The Noise Power Ratio - Theory and ADC Testing The Noise Power Ratio - Theory and ADC Testing FH Irons, KJ Riley, and DM Hummels Abstract This aer develos theory behind the noise ower ratio (NPR) testing of ADCs. A mid-riser formulation is used for

More information

Wave Drift Force in a Two-Layer Fluid of Finite Depth

Wave Drift Force in a Two-Layer Fluid of Finite Depth Wave Drift Force in a Two-Layer Fluid of Finite Deth Masashi Kashiwagi Research Institute for Alied Mechanics, Kyushu University, Jaan Abstract Based on the momentum and energy conservation rinciles, a

More information

Factors Effect on the Saturation Parameter S and there Influences on the Gain Behavior of Ytterbium Doped Fiber Amplifier

Factors Effect on the Saturation Parameter S and there Influences on the Gain Behavior of Ytterbium Doped Fiber Amplifier Australian Journal of Basic and Alied Sciences, 5(12): 2010-2020, 2011 ISSN 1991-8178 Factors Effect on the Saturation Parameter S and there Influences on the Gain Behavior of Ytterbium Doed Fiber Amlifier

More information

Lens Design II. Lecture 1: Aberrations and optimization Herbert Gross. Winter term

Lens Design II. Lecture 1: Aberrations and optimization Herbert Gross. Winter term Lens Design II Lecture 1: Aberrations and otimization 15-1-19 Herbert Gross Winter term 16 www.ia.uni-jena.de Preliminar Schedule 1 19.1. Aberrations and otimization Reetition 6.1. Structural modifications

More information

Solved Problems. (a) (b) (c) Figure P4.1 Simple Classification Problems First we draw a line between each set of dark and light data points.

Solved Problems. (a) (b) (c) Figure P4.1 Simple Classification Problems First we draw a line between each set of dark and light data points. Solved Problems Solved Problems P Solve the three simle classification roblems shown in Figure P by drawing a decision boundary Find weight and bias values that result in single-neuron ercetrons with the

More information

Physics 2D Lecture Slides Lecture 17: Feb 10 th

Physics 2D Lecture Slides Lecture 17: Feb 10 th Physics 2D Lecture Slides Lecture 17: Feb 10 th Vivek Sharma UCSD Physics Just What is Waving in Matter Waves? For waves in an ocean, it s the water that waves For sound waves, it s the molecules in medium

More information

16. CHARACTERISTICS OF SHOCK-WAVE UNDER LORENTZ FORCE AND ENERGY EXCHANGE

16. CHARACTERISTICS OF SHOCK-WAVE UNDER LORENTZ FORCE AND ENERGY EXCHANGE 16. CHARACTERISTICS OF SHOCK-WAVE UNDER LORENTZ FORCE AND ENERGY EXCHANGE H. Yamasaki, M. Abe and Y. Okuno Graduate School at Nagatsuta, Tokyo Institute of Technology 459, Nagatsuta, Midori-ku, Yokohama,

More information

Hidden Predictors: A Factor Analysis Primer

Hidden Predictors: A Factor Analysis Primer Hidden Predictors: A Factor Analysis Primer Ryan C Sanchez Western Washington University Factor Analysis is a owerful statistical method in the modern research sychologist s toolbag When used roerly, factor

More information

Time Domain Calculation of Vortex Induced Vibration of Long-Span Bridges by Using a Reduced-order Modeling Technique

Time Domain Calculation of Vortex Induced Vibration of Long-Span Bridges by Using a Reduced-order Modeling Technique 2017 2nd International Conference on Industrial Aerodynamics (ICIA 2017) ISBN: 978-1-60595-481-3 Time Domain Calculation of Vortex Induced Vibration of Long-San Bridges by Using a Reduced-order Modeling

More information

Kinetics of Protein Adsorption and Desorption on Surfaces with Grafted Polymers

Kinetics of Protein Adsorption and Desorption on Surfaces with Grafted Polymers 1516 Biohysical Journal Volume 89 Setember 2005 1516 1533 Kinetics of Protein Adsortion and Desortion on Surfaces with Grafted Polymers Fang Fang,* Javier Satulovsky, y and Igal Szleifer* *Deartment of

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

Experiments on ring wave packet generated by water drop

Experiments on ring wave packet generated by water drop Chinese Science Bulletin 2008 SCIENCE IN CHINA PRESS Sringer Exeriments on ring wave acket generated by water dro ZHU GuoZhen, LI ZhaoHui & FU DeYong Deartment of Physics, Tsinghua University, Beijing

More information