Good Practice Guide Mueller Polarimetry measurements on PV Films. Søren A. Jensen and Poul-Erik Hansen

Size: px
Start display at page:

Download "Good Practice Guide Mueller Polarimetry measurements on PV Films. Søren A. Jensen and Poul-Erik Hansen"

Transcription

1 Good Practice Guide Mueller Polarimetry measurements on PV Films Søren. ensen and Poul-Erik Hansen une 7

2 Contents ntroduction... 3 Ellipsometry... 3 Müller matrix ormalism... 3 Experimental setup... 4 Müller ellipsometry setup... 4 Sample abrication... 7 Roughness measurement... 7 Modeling o rough surace in ellipsometry... 9 Rayleigh-Rice... Eective medium... Ellipsometry results... Organic solar cell materials... 3 Samples... 3 Measurements... 4 Results... 5 Summary... 7 Reerences... 7

3 ntroduction Ellipsometry Ellipsometry is an optical non-destructive technique or inding the complex valued opto-electronic properties o thin ilms which has been widely applied to thin-ilm photovoltaics. The operating principle o ellipsometry is to shine light with a well-deined polarization onto a ilm or a layered stack o ilms and recording the relected and/or the transmitted light. The polarization ellipse o the light ater interacting with the sample is measured, and inormation on the opto-electronic properties through the complex dielectric unction or reractive index n can be extracted as well as structural inormation such as layer thicknesses. Generally, the ellipsometry measurement provides two parameters, and which are wavelength dependent. These parameters are related to the complex amplitude relection coeicients o the sample by: r p r s = tan ψ e iδ # Here r p and r s are the relection coeicients or light polarized parallel p and perpendicular s to the plane o incidence, respectively. When the ellipsometry experiment is at its simplest, that is when measuring a perectly lat, semi-ininite, uniorm, isotropic and non-magnetic sample, the optical parameters o the sample contained in n=n real +ik can be extracted rom and. n this simple case, describes the light absorption determined by k, and describes the phase change which relates directly to n real. n a spectroscopic ellipsometer, n can thus be determined as a unction o wavelength. normation on the electronic structure o the material, such as the magnitude o the bandgap, can be obtained by analyzing the wavelength dependent, complex valued n. 3 n is known or a given material in the idealized geometry mentioned above, then an ellipsometry measurement o a non-ideal sample can yield inormation o the samples morphological properties such as its surace roughness, alloy composition and void raction. s samples rarely consist o a simple interace, but oten multiple layers that are not perectly lat, a modeling approach is generally used to extract the optical and structural parameters. Müller matrix ormalism Most samples do not ulill the idealized conditions described in connection with and above. For instance, samples can display depolarization, meaning that unpolarized or partially unpolarized light will be 3

4 emitted rom the sample even though the incident light is perectly polarized. Such unpolarized light is best described by the Stokes vector ormalism 4 : S x + y S S = [ ] = x y # S S 3 [ R + L ] Here S is the total light intensity S is the dierence in light intensity between linear polarization in the x and y directions, respectively, S is the dierence between linear polarization at +45 and, and S 3 is the dierence between right-circular polarized, and let-circular polarized light. Using the normalized stokes vector S = we can express partially polarized light as p cos ψ S = [ ] #3 p sin ψ cos Δ p sin ψ sin Δ Where p is the degree o polarization. The transormation o the Stokes vector when the light interacts with an optical element or a sample is described by a 44 matrix known as a Müller matrix. relecting surace o isotropic material with ellipsometric parameters and has the normalized Müller matrix 5 m m N 4 M = N = #4 m 4 m C S 44 S C Where N = cosψ, S = sinψsinδ, C = sinψ cosδ. For anisotropic and depolarizing samples, seven independent parameters must be measured, which can be done by Müller matrix spectroscopy. 4 Experimental setup Müller ellipsometry setup 4

5 5 Figure llustration o Müller polarimeter. The ellipsometry setup employed here is shown in Figure. The ollowing description o the setup can also be ound in 6 : t is a goniometric and spectroscopic scatterometric setup that can be applied in relectometric, generalized ellipsometric and diractometric measurement mode. s radiation sources we use a iber coupled stabilized Xenon lamp Ocean optics, HPX--HP-DUV. The Xenon lamp covers the wavelength range rom 3 to 8 nm. The light rom the iber coupled Xenon lamp is collimated using a microscope objective. The collimated light passes irst through a lens system producing weakly ocused light with a diameter o 4 mm at the position o the sample and then through a polarization state generator PSG made rom a polarizer Newport GT4 ollowed by a photo elastics modulator Hinds nstrument, /FS5. The angle o incidence on the sample may be varied between ±9 by rotating the rotation stage Thorlabs, NR36S equipped with an angular encoder Heidenhain, ER 4C. The detector arm can be scanned over nearly the complete diraction plane ±75 and is equipped with a polarization state analyzer PS, made rom a photo elastic modulator Hinds nstrument, /FS6 and a polarizer Newport GT4, ollowed by a microscope objective Newport, U-7X that ocuses the light into a iber coupled monochromator Spectral products, DK4 with a PMT detector Hamamatsu, R98P. The detected signal is recorded in a digitizer gilent L4534 and analyzed by ast Fourier transormation. The recorded signal rom the Mueller polarimetry may be written as:... cos sin sin cos cos cos sin sin DC t t t t t t t t 5 Where j j j=, are the angular modulation requencies o the Photo Elastic Modulators PEMs and j j=, are phases and

6 6 DC X X X X X X X X DC 6 n these equations n is Bessel unctions o the irst kind o order n=,, and j is the Bessel amplitude. n the experiment we normalize the data in the ollowing way: DC,,,,,,,, 7 n this way we are able to measure nine components o the Muller matrix simultaneously. The rest o the Muller matrix elements may be obtained by rotating the PSG Polarization State Generator and the PS Polarization State nalyzer. This rotation angle is called θ m or the PSG and θ m or the PS. PSG/PS consists o a polarizer and a PEM Photo Elastic Modulator, the angle between the PSG Polarizer and PEM is called θ b and θ b or the PS. Table shows the relation between Müller matrix elements and measured normalized intensities.

7 m b m b,8,8 -m 4 m 4 m 3 m 3 m 43 -m 34 m 33,8 45,5 -m 4 m 4 m 3 -m m 43 m 4 -m 3 -m 4 m 4 m 3 - m 3 m 43 -m 33,8,8 45, 5 45,5 45,5 45,5 9,7 9,7 9,7 9,7 35,35 35,35 35,35 35,35 9,7 35,35,8 45,5 9,7 35,5,8 45,5 9,7 35,35,8 45,5 9,7 35,35 -m 4 -m 4 -m 4 -m 4 -m 4 -m 4 -m 4 -m 4 -m 4 -m 4 -m 4 -m 4 -m 4 m 4 m 4 m 4 m 4 m 4 m 4 m 4 m 4 m 4 m 4 m 4 m 4 m 4 m 3 -m -m -m -m -m 3 -m 3 -m 3 -m 3 m m m m Table : Relationship between angular settings o PEMs and polarizers and the Mueller matrix elements picked up by the measured requency components. The red colours show the azimuth angles o the PEMs commonly used or measuring the 5 matrix elements indicated with green colour. m m 3 -m - m 3 m m 3 - m - m 3 - m 3 m 3 - m - m 3 m m 43 -m 4 -m 4 -m 4 -m 4 - m 43 - m 43 - m 43 - m 43 m 4 m 4 m 4 m 4 m 34 - m 4 -m 34 m 4 m 34 - m 4 - m 34 m 4 m 34 - m 4 -m 34 m 4 m 34 - m 4 m 3 -m 3 m m 3 - m - m 33 m 3 m 33 -m 3 m 3 - m - m 3 m Sample abrication The sample was a Cun,GaSe CGS standard absorber layer manuactured by HZB. The CGS layer was deposited on a glass substrate which had previously been coated with a molybdenum contact. No urther layers were deposited on top o the CGS. Roughness measurement The roughness measurements have been perormed with a Sensoar Plu Neox intererence and conocal microscope. The instrument is equipped with the objectives listed in Table. Objective magniication / N Lateral resolution blue light µm Vertical resolution nm Conocal x / N.45.3 < 5x / N.8.7 <3 5x / N.95.5 < ntererometric x / N x / N

8 Table : Overview o the lateral and vertical resolution or the dierent objectives. The roughness measurements have been perormed with the 5x objective. The measurements have been analyzed with the SPP sotware rom mage Metrology using the SPP classical roughness calculation methods. This method calculated the surace roughness without applying any S or L ilter. Figure Conocal microscopy image o CGS ilm let and cross section illustrating the rms roughness and autocorrelation length right. Figure let shows a height plot o the CGS ilm acquired with the conocal microscope equipped with the 5x magniying lens. The right plot in Figure shows a line scan through the height data. n rms value o the heights o roughness irregularities = 68 4 nm was extracted rom the data using the commercial sotware SPP rom mage Metrology. Figure 3 utocorrelation unction o the data in Figure. Figure 3 shows the autocorrelation unction. From this, the autocorrelation length can be ound as the length or which the unction decreases by a actor /e; we ind = 465 nm. 8

9 Modeling o rough surace in ellipsometry The dielectric constant or a non-perect surace is ound by making a model surace that relects the physical properties o the measured surace. The model surace is traditionally described as a substrate and thin ilms. The thin ilm is urther divided into a bulk layer and a roughness/intermixing layer. The optical response rom each bulk layer and roughness/intermixing layer is described by dielectrics unctions. The dielectrics unction and the thickness o the roughness/intermixing and bulk layers are ound by itting the optical model to the measured and parameters as shown in Figure 4. Figure 4: Traditional way o inding the dielectric constants. 9

10 Rayleigh-Rice The complex optical properties o an isotropic rough suraces can be ound using the Rayleigh-Rice ormalism as described by Franta and Ohlídal. 7,8 The Rayleigh-Rice method is dierent rom the traditional approach in the sense that the roughness layer does not have a set o dielectric constants o its own; it has the same dielectric constants as the bulk layer. The roughness is described by surace texture parameters called that can be measured using optical and stylus proilometers. The best choice or a rough interace would be a conocal microscope with a high N objective, since the tip o a stylus proilometer will give a depth depending inluence o one o the parameters called the correlation length. The change in the complex Fresnel relection coeicients or a randomly rough surace characterized by and can be calculated as: r s,p = σ s,p K x, K y wk x n k sin θ, K y dk x dk y #8 Where n is the complex reractive index o the ambient, k = π/λ is the wavenumber o the radiation, θ is the angle o incidence and K x and K y are reciprocal lattice space coordinates. The kernel unctions p,s are given by: p K x, K y = p + b c B 3K + B 6p K y + bc B 6p [K b c + K + bc ] B 3p K + K x K + bc b ck x + bc s K x, K y = s + B 5s K #9 + bc Where b = n k K c = n k K # nd K = K x + K y p = k n n X/D B 3p = k n n sinθ W/D B 6p = k n n cosθ X/D B 6p = n n cos θ W Dk #

11 B 3p = k 3 n n sinθ X/D s = k n n cosθ cosθ r s B 5s = k n cosθ r s With D = n cos θ + n cos θ n sin θ + n n cos θ cos θ X = n n cosθ t p # W = n n n n sinθ t p Here n is the complex reractive index o the material with the rough surace, θ is the transmission angle and r s, r p, t p, t s, are the Fresnel relection and transmission coeicients or lat interace. The normalized power spectral density unction w can be parametrized with the widely used Gaussian unction: wk = ξ 4π e K ξ 4 #3 Eective medium n eective medium theory, the opto-electronic properties o a complex medium such as an alloy, a colloidal solution or a medium with air intrusions, or instance a rough surace, are described by a single homogeneous eective medium. n this ormalism, the complex permittivity ε o the eective medium also called the eective permittivity can be expressed in terms o the permittivities and volume ractions o the individual media making up the eective medium. popular eective medium model to ind the eective permittivity is the Maxwell-Garnett mixing ormula, however, in a two phase system this model is only valid when the volume raction o one phase is signiicantly larger than the other. 9 nstead we apply the Bruggeman ormula which is symmetric with respect to the constituent media. For a two component system with permittivities, and volume ractions,, respectively, the eective permittivity is given by ε = b + 8ε ε + b, b = 4 ε + ε #4 Ellipsometry results the pseudo-permittivity, or equivalently the complex reractive index n, is known, either rom extraction rom measured ε with the Bruggeman ormula 4 or rom direct measurements on a lat homogeneous material, the Rayleigh-Rice ormula 8 can be used to calculate the ratio o the eective complex relection coeicients r p r s = r p + Δr p r s + Δr s, rom which the ellipsometric parameters and

12 can be calculated using. These parameters can in turn be used to calculate the Müller matrix elements N, S and C in 4. From ellipsometric measurements on our samples, we were unable to obtain satisactory values or n using the Bruggeman analysis described above, which threats the roughness as a homogeneous layer with one permittivity. more advanced Bruggeman analysis approach [3] might have been successul, but would require many more variables than the Rayleigh-Rice approach. We considered values or n or various values o the Ga concentration x = [Ga] [Ga] + [n] rom literature, these are plotted in Figure 5. ccording to this data, the reractive index does not change signiicantly with Ga concentration. Figure 5 Real and imaginary dashed line components o the complex reractive index. The n value or x =. is taken rom, the values or x =.,.4, and.75 are taken rom. We used the roughness value o = 68 nm ound rom the conocal microscopy data in Figure as input parameter in 8; in order to determine the correlation length we calculated a library using a range o values with a spacing o 5 nm. n optimal solution rom this library was ound by minimization o the squared sum o errors between the calculated and measured Müller parameters. Figure 6 shows the measured Müller matrix elements as well as N, S, and C parameters ound by calculating a library or a range o values and perorming minimization. The N, S, and C parameters were calculated or the our n values shown in Figure 5, corresponding to dierent x values. The ound values or are 3 nm, 3 nm, 35 nm, and 35 nm or x =.,.,.4, and.75 respectively.

13 Figure 6 Measured Müller matrix elements and best it elements calculated or n values corresponding dierent values o the Ga concentration x. From the comparison in Figure 6 it seems that the Ga value x =. its the data better than the higher values, suggesting that x is closer to than to.. more precise determination o x could possibly be perormed via an optimization algorithm using interpolation o the n values. This however, is computationally very heavy because o the double integral in 8. Organic solar cell materials Samples The eect o O and UV light exposure to organic solar cell materials was investigated. The samples were photoactive P3HT:PCBM layers deposited on glass substrates. Four samples with dierent post deposition treatments were prepared as shown in Table 3. 3

14 Sample preparation label mbient air exposure Beore mounting in chamber Dry % O exposure UV exposure Beore O % O - 6 hrs - ir 7 hrs 6 hrs - Uv+ir 7 hrs 6 hrs 3 hrs Table 3 Treatments to the our samples measured. Measurements During measurements the samples were mounted in an oxygen chamber abricated by NPL. low control unit connected to the chamber made it possible to control the mixture o nitrogen and oxygen gas inside the chamber. The chamber was equipped with a sample holder that made it possible to have up to six samples simultaneously inside the chamber. The chamber was equipped with two large parallel windows that made near normal incident transmission measurement possible. However, o normal incident measurements were very diicult to perorm due to the chamber geometry. Figure 7 shows the Fresnel power relection- and transmission coeicients or an air-glass interace; it is clear that at o normal incidence, the coeicients dier or dierent polarizations. For this reason, only ellipsometry measurements perormed at normal incidence relect the dielectric unction o the material without inluence rom the windows. Figure 7 Calculated Fresnel relection and transmission coeicients or an air-glass interace where the reractive index o glass is assumed to be real with a value o n =.5. Normal incidence transmission measurements were perormed using the Müller polarimetry setup with non-oscillating PEMs whereas the ellipsometry measurements were perormed with oscillating PEMS. n transmission measurements the ellipsometric variable N in 4 is an expression o the signed diattenuation, which is a property o a transmitting material in which the transmittance depends on the 4

15 incident polarization state o light. Change in the N parameter is thus a measure o how the s-polarized and p-polarized transmittance are aected by the sample preparation. The ellipsometric variables S and C are linked to the material retardation. The material retardation is a measure o the phase shit dierence between the two orthogonal polarization states s and p as the light beam passes through the material. The S parameter will be dierent rom zero or material with bireringence. perect polarizer diattenuator will have N=-, S=C=, whereas a perect retarder has N=, atans/c. Results Müller parameters and transmission measured at normal incidence on the samples described in Table 3 are shown in Figure 8 and Figure 9 respectively. The results show that the post-deposition treatments do change the anisotropic Müller matrix elements and that we observe a change in the isotropic Müller matrix elements. The clear change in the diattenuation and retardation igures show that the surace stoichiometry is changed when applying sample preparation ir and UV+ir, whereas % O does not alter the surace stoichiometry. For the isotropic Mueller matrix elements, we also see no change due to % O sample preparation, but change due to UV+ir sample preparation. This shows that it is not enough to characterize the solar cell ater % O sample preparation, since the photoactive layer sample continues to change over a longer timescale. The normal incident transmission measurements also show that the UV+ir sample preparation aects the photoactive layer much more than the % O sample preparation. The polarization dependent response o the photoactive layer should be looked upon as a degradation, since it lowers the eiciency o the interaction with the unpolarised light rom the sun. 5

16 Figure 8 Normal incident Müller polarimetry measurements or dierent sample preparations described in Table 3. Figure 9 Normal incident transmission measurements or dierent sample preparations described in Table 3. O does not alter the diattenuation or retardation o the photoactive layer, but ir and UV light does alter the diattenuation or retardation o the photoactive layer. The photoactive layer is an optical bireringence layer. The incident sunlight onto solar material is unpolarised light. The optimal material or solar cell has high absorption with low diattenuation, high resistance towards environmental gasses and is capable o being mounted in a ixture without altering the optical and electrical properties. We have observed that the glass 6

17 substrate is not bireringent, and the polarization properties o the light are not altered by the substrate. The eiciency o solar cells with glass substrates is thereore not aected by illuminating the solar cell rom the backside or the ront side. The ull cell is aected by O exposure and UV light exposure that lower the almost isotropic absorption o the material. Summary Ellipsometry has proven to be a powerul tool or characterizing both the morphological properties o a sample, e.g. layer thicknesses, surace roughnesses and the composition o a complex medium, as well as the optical properties o the materials. This technique has successully been applied to various photovoltaic samples. We employed Müller polarimetry to study the high eiciency thin ilm PV material Cun,GaSe CGS. These samples were ound to possess very high surace roughness = 68 4 nm, which could be described by the Rayleigh-Rice model in our analysis o the Müller data. The analysis allowed us to obtain a measure o the correlation length which was ound to be in the range o 3 nm. We also used Müller polarimetry to study photoactive P3HT:PCBM ilms which had undergone various treatments with air, O and UV radiation. These ilms were measured in a sample cell with a glass window, which only allowed measurements at normal incidence. The sample treatments were ound to have an eect on the Müller matrix elements, and we ind that the surace stoichiometry is changed when exposing the sample to ir and UV+ir, but not upon % O exposure. Reerences.C. Boccara, C. Pickering, and. Rivory, editors, Proceedings o the First nternational Conerence on Spectroscopic Ellipsometry Elsevier, msterdam, Li, R.W. Collins, M.N. Sestak, P. Koirala, N.. Podraza, S. Marsillac, and.. Rockett, in dv. Charact. Tech. Thin Film Sol. Cells 6, pp H.G. Tompkins and E.. rene, editors, Handbook o Ellipsometry William ndrew Publishing, 5. 4 H. Fujiwara, Spectroscopic Ellipsometry ohn Wiley & Sons, Röseler, nrared Spectroscopic Ellipsometry kademie-verlag, Berlin, P.-E. Hansen, M.H. Madsen,. Lehtolahti, and L. Nielsen, ppl. Sur. Sci D. Franta and. Ohlídal, Opt. Commun. 47, D. Franta and. Ohlídal, Opt. Commun. 48,

18 9 V.. Markel,. Opt. Soc. m. 33, M.. lonso, K. Wakita,. Pascual, M. Garriga, and N. amamoto, Phys. Rev. B 63, 753. M.. lonso, M. Garriga, C.. Durante Rincón, E. Hernández, and M. León, ppl. Phys. Mater. Sci. Process. 74, 659. M.H. Madsen and P.-E. Hansen, Sur. Topogr. Metrol. Prop. 4, D. Lehmann, F. Seidel and D. RT Zahn SpringerPlus 3:8 4. 8

Clicker questions. Clicker question 2. Clicker Question 1. Clicker question 2. Clicker question 1. the answers are in the lower right corner

Clicker questions. Clicker question 2. Clicker Question 1. Clicker question 2. Clicker question 1. the answers are in the lower right corner licker questions the answers are in the lower right corner question wave on a string goes rom a thin string to a thick string. What picture best represents the wave some time ater hitting the boundary?

More information

1. Interference condition. 2. Dispersion A B. As shown in Figure 1, the path difference between interfering rays AB and A B is a(sin

1. Interference condition. 2. Dispersion A B. As shown in Figure 1, the path difference between interfering rays AB and A B is a(sin asic equations or astronomical spectroscopy with a diraction grating Jeremy Allington-Smith, University o Durham, 3 Feb 000 (Copyright Jeremy Allington-Smith, 000). Intererence condition As shown in Figure,

More information

X-ray Diffraction. Interaction of Waves Reciprocal Lattice and Diffraction X-ray Scattering by Atoms The Integrated Intensity

X-ray Diffraction. Interaction of Waves Reciprocal Lattice and Diffraction X-ray Scattering by Atoms The Integrated Intensity X-ray Diraction Interaction o Waves Reciprocal Lattice and Diraction X-ray Scattering by Atoms The Integrated Intensity Basic Principles o Interaction o Waves Periodic waves characteristic: Frequency :

More information

COMPUTER GENERATED HOLOGRAMS Optical Sciences W.J. Dallas PART II: CHAPTER ONE HOLOGRAPHY IN A NUTSHELL

COMPUTER GENERATED HOLOGRAMS Optical Sciences W.J. Dallas PART II: CHAPTER ONE HOLOGRAPHY IN A NUTSHELL What is a Hologram? Holography in a Nutshell: Page 1 o 1 C:\_Dallas\_Courses\3_OpSci_67 8\ MsWord\_TheCgh\1_MSWord\_1 Holography.doc Version: Wednesday, September 4, 8, 8: AM COMPUTER GENERATED HOLOGRAMS

More information

Chapter 4 Imaging. Lecture 21. d (110) Chem 793, Fall 2011, L. Ma

Chapter 4 Imaging. Lecture 21. d (110) Chem 793, Fall 2011, L. Ma Chapter 4 Imaging Lecture 21 d (110) Imaging Imaging in the TEM Diraction Contrast in TEM Image HRTEM (High Resolution Transmission Electron Microscopy) Imaging or phase contrast imaging STEM imaging a

More information

774. Tribological adhesion of particles in acoustic field

774. Tribological adhesion of particles in acoustic field 774. Tribological adhesion o particles in acoustic ield Vladas Vekteris 1 Vytautas Striška Vadim Mokšin 3 Darius Ozarovskis 4 Rolandas Zaremba 5 Vilnius Gediminas Technical University Department o Machine

More information

between electron energy levels. Using the spectrum of electron energy (1) and the law of energy-momentum conservation for photon absorption:

between electron energy levels. Using the spectrum of electron energy (1) and the law of energy-momentum conservation for photon absorption: ENERGY MEASUREMENT O RELATIVISTIC ELECTRON BEAMS USING RESONANCE ABSORPTION O LASER LIGHT BY ELECTRONS IN A MAGNETIC IELD R.A. Melikian Yerevan Physics Institute, Yerevan ABSTRACT The possibility o a precise

More information

HYDROGEN SPECTRUM = 2

HYDROGEN SPECTRUM = 2 MP6 OBJECT 3 HYDROGEN SPECTRUM MP6. The object o this experiment is to observe some o the lines in the emission spectrum o hydrogen, and to compare their experimentally determined wavelengths with those

More information

Two-photon absorption coefficient determination with a differential F-scan technique

Two-photon absorption coefficient determination with a differential F-scan technique Two-photon absorption coeicient determination with a dierential F-scan technique E RUEDA, 1 J H SERNA, A HAMAD AND H GARCIA 3,* 1 Grupo de Óptica y Fotónica, Instituto de Física, U de A, Calle 70 No. 5-1,

More information

1.1 FEATURES OF SPECTROSCOPIC ELLIPSOMETRY

1.1 FEATURES OF SPECTROSCOPIC ELLIPSOMETRY 1 Introduction to Spectroscopic Ellipsometry Because of recent advances in computer technology, the spectroscopic ellipsometry technique has developed rapidly. As a result, the application area of spectroscopic

More information

Ellipsometry Tutorial

Ellipsometry Tutorial Introduction Ellipsometry Tutorial [http://www.jawoollam.com/tutorial_1.html] This tutorial provided by the J. A. Woollam Co. is an introduction to ellipsometry for anyone interested in learning more about

More information

New method for two-point nonuniformity correction of microbolometer detectors

New method for two-point nonuniformity correction of microbolometer detectors 10 th International Conerence on Quantitative InraRed Thermography July 27-30, 2010, Québec (Canada) New method or two-point nonuniormity correction o microbolometer detectors by R. Olbrycht*, B. Wiecek*,

More information

Heat Transfer: A Practical Approach - Yunus A Cengel Assignment 11 Fall 2003 Tuesday, November 18, 2003 Chapter 11, Problem 49

Heat Transfer: A Practical Approach - Yunus A Cengel Assignment 11 Fall 2003 Tuesday, November 18, 2003 Chapter 11, Problem 49 Heat Transer: A Practical Approach - Yunus A Cengel Assignment Fall 00 Tuesday, November 8, 00 Chapter, Problem 9 The variation o the spectral transmissivity o a 0.6- cm-thick glass window is as given

More information

Part I: Thin Converging Lens

Part I: Thin Converging Lens Laboratory 1 PHY431 Fall 011 Part I: Thin Converging Lens This eperiment is a classic eercise in geometric optics. The goal is to measure the radius o curvature and ocal length o a single converging lens

More information

Polarized Light. Second Edition, Revised and Expanded. Dennis Goldstein Air Force Research Laboratory Eglin Air Force Base, Florida, U.S.A.

Polarized Light. Second Edition, Revised and Expanded. Dennis Goldstein Air Force Research Laboratory Eglin Air Force Base, Florida, U.S.A. Polarized Light Second Edition, Revised and Expanded Dennis Goldstein Air Force Research Laboratory Eglin Air Force Base, Florida, U.S.A. ш DEK KER MARCEL DEKKER, INC. NEW YORK BASEL Contents Preface to

More information

DUV ( nm ) Characterization of Materials: A new instrument, the Purged UV Spectroscopic Ellipsometer,

DUV ( nm ) Characterization of Materials: A new instrument, the Purged UV Spectroscopic Ellipsometer, WISE 2000, International Workshop on Spectroscopic Ellipsometry, 8 9 May 2000 DUV (150 350nm ) Characterization of Materials: A new instrument, the Purged UV Spectroscopic Ellipsometer, Pierre BOHER,,

More information

Simulation of Coherent Diffraction Radiation Generation by Pico-Second Electron Bunches in an Open Resonator

Simulation of Coherent Diffraction Radiation Generation by Pico-Second Electron Bunches in an Open Resonator RREPS215 Journal o Physics: Conerence Series 732 (216) 1219 doi:1.188/1742-6596/732/1/1219 Simulation o Coherent Diraction Radiation Generation by Pico-Second Electron Bunches in an Open Resonator L G

More information

Gaussian imaging transformation for the paraxial Debye formulation of the focal region in a low-fresnel-number optical system

Gaussian imaging transformation for the paraxial Debye formulation of the focal region in a low-fresnel-number optical system Zapata-Rodríguez et al. Vol. 7, No. 7/July 2000/J. Opt. Soc. Am. A 85 Gaussian imaging transormation or the paraxial Debye ormulation o the ocal region in a low-fresnel-number optical system Carlos J.

More information

Effective Fresnel-number concept for evaluating the relative focal shift in focused beams

Effective Fresnel-number concept for evaluating the relative focal shift in focused beams Martíne-Corral et al. Vol. 15, No. / February 1998/ J. Opt. Soc. Am. A 449 Eective Fresnel-number concept or evaluating the relative ocal shit in ocused beams Manuel Martíne-Corral, Carlos J. Zapata-Rodrígue,

More information

Sakura Pascarelli European Synchrotron Radiation Facility, Grenoble, France

Sakura Pascarelli European Synchrotron Radiation Facility, Grenoble, France X-RAY ABSORPTION SPECTROSCOPY: FUNDAMENTALS AND SIMPLE MODEL OF EXAFS Sakura Pascarelli European Synchrotron Radiation Facility, Grenoble, France Part I: Fundamentals o X-ray Absorption Fine Structure:

More information

Vector blood velocity estimation in medical ultrasound

Vector blood velocity estimation in medical ultrasound Vector blood velocity estimation in medical ultrasound Jørgen Arendt Jensen, Fredrik Gran Ørsted DTU, Building 348, Technical University o Denmark, DK-2800 Kgs. Lyngby, Denmark Jesper Udesen, Michael Bachmann

More information

NON-DESTRUCTIVE EVALUATION IN MANUFACTURING USING SPECTROSCOPIC. John A. Woollam and Paul G. Snyder

NON-DESTRUCTIVE EVALUATION IN MANUFACTURING USING SPECTROSCOPIC. John A. Woollam and Paul G. Snyder NON-DESTRUCTIVE EVALUATION IN MANUFACTURING USING SPECTROSCOPIC ELLIPSOMETRY John A. Woollam and Paul G. Snyder Center for Microelectronic and Optical Materials Research, and Department of Electrical Engineering

More information

Remote Sensing ISSN

Remote Sensing ISSN Remote Sens. 2012, 4, 1162-1189; doi:10.3390/rs4051162 Article OPEN ACCESS Remote Sensing ISSN 2072-4292 www.mdpi.com/journal/remotesensing Dielectric and Radiative Properties o Sea Foam at Microwave Frequencies:

More information

Point Spread Function of Symmetrical Optical System Apodised with Gaussian Filter

Point Spread Function of Symmetrical Optical System Apodised with Gaussian Filter International Journal o Pure and Applied Physics. ISSN 973-776 Volume 4, Number (8), pp. 3-38 Research India Publications http://www.ripublication.com Point Spread Function o Symmetrical Optical System

More information

CHAPTER 8 ANALYSIS OF AVERAGE SQUARED DIFFERENCE SURFACES

CHAPTER 8 ANALYSIS OF AVERAGE SQUARED DIFFERENCE SURFACES CAPTER 8 ANALYSS O AVERAGE SQUARED DERENCE SURACES n Chapters 5, 6, and 7, the Spectral it algorithm was used to estimate both scatterer size and total attenuation rom the backscattered waveorms by minimizing

More information

American Journal of Applied Sciences 2 (10): , 2005 ISSN Science Publications

American Journal of Applied Sciences 2 (10): , 2005 ISSN Science Publications American Journal o Applied Sciences (10): 141-1417, 005 ISSN 1546-939 005 Science Publications Determination o Absorption Coeicients and Thermal Diusivity o Modulated Doped GaAlAs/GaAs Heterostructure

More information

Lecture 20 Optical Characterization 2

Lecture 20 Optical Characterization 2 Lecture 20 Optical Characterization 2 Schroder: Chapters 2, 7, 10 1/68 Announcements Homework 5/6: Is online now. Due Wednesday May 30th at 10:00am. I will return it the following Wednesday (6 th June).

More information

PHYS 450 Fall semester Lecture 07: Spectroscopy and the Scanning Spectrometer. Ron Reifenberger Birck Nanotechnology Center Purdue University

PHYS 450 Fall semester Lecture 07: Spectroscopy and the Scanning Spectrometer. Ron Reifenberger Birck Nanotechnology Center Purdue University 0/7/06 PHYS 450 Fall semester 06 Lecture 07: Spectroscopy and the Scanning Spectrometer Ron Reienberger Birck Nanotechnology Center Purdue University Lecture 07 Roadmap: Where We ve Been and Where We re

More information

TLT-5200/5206 COMMUNICATION THEORY, Exercise 3, Fall TLT-5200/5206 COMMUNICATION THEORY, Exercise 3, Fall Problem 1.

TLT-5200/5206 COMMUNICATION THEORY, Exercise 3, Fall TLT-5200/5206 COMMUNICATION THEORY, Exercise 3, Fall Problem 1. TLT-5/56 COMMUNICATION THEORY, Exercise 3, Fall Problem. The "random walk" was modelled as a random sequence [ n] where W[i] are binary i.i.d. random variables with P[W[i] = s] = p (orward step with probability

More information

3.4 Elliptical Parameters of the Polarization Ellipse References

3.4 Elliptical Parameters of the Polarization Ellipse References Contents Preface to the Second Edition Preface to the First Edition A Historical Note Edward Collett iii v xiii PART 1: THE CLASSICAL OPTICAL FIELD Chapter 1 Chapter 2 Chapter 3 Chapter 4 Introduction

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION DOI: 1.138/NPHYS2549 Electrically tunable transverse magnetic ocusing in graphene Supplementary Inormation Thiti Taychatanapat 1,2, Kenji Watanabe 3, Takashi Taniguchi 3, Pablo Jarillo-Herrero 2 1 Department

More information

PMARIZED LI6HT FUNDAMENTALS AND APPLICATIONS EBWABD COLLETT. Measurement Concepts, Inc. Colts Neck, New Jersey

PMARIZED LI6HT FUNDAMENTALS AND APPLICATIONS EBWABD COLLETT. Measurement Concepts, Inc. Colts Neck, New Jersey PMARIZED LI6HT FUNDAMENTALS AND APPLICATIONS EBWABD COLLETT Measurement Concepts, Inc. Colts Neck, New Jersey Marcel Dekker, Inc. New York Basel Hong Kong About the Series Preface A Historical Note iii

More information

VASE. J.A. Woollam Co., Inc. Ellipsometry Solutions

VASE. J.A. Woollam Co., Inc. Ellipsometry Solutions VASE J.A. Woollam Co., Inc. Ellipsometry Solutions Accurate Capabilities The VASE is our most accurate and versatile ellipsometer for research on all types of materials: semiconductors, dielectrics, polymers,

More information

Double-slit interference of biphotons generated in spontaneous parametric downconversion from a thick crystal

Double-slit interference of biphotons generated in spontaneous parametric downconversion from a thick crystal INSTITUTE OF PHYSICS PUBLISHING JOURNAL OF OPTICS B: QUANTUM AND SEMICLASSICAL OPTICS J. Opt. B: Quantum Semiclass. Opt. 3 (2001 S50 S54 www.iop.org/journals/ob PII: S1464-4266(0115159-1 Double-slit intererence

More information

Heat transfer studies for a crystal in a synchrotron radiation beamline

Heat transfer studies for a crystal in a synchrotron radiation beamline Sādhanā Vol. 34, Part 2, April 2009, pp. 243 254. Printed in India Heat transer studies or a crystal in a synchrotron radiation beamline A K SINHA Synchrotron Utilisation and Materials Research Division,

More information

Analytical expressions for field astigmatism in decentered two mirror telescopes and application to the collimation of the ESO VLT

Analytical expressions for field astigmatism in decentered two mirror telescopes and application to the collimation of the ESO VLT ASTRONOMY & ASTROPHYSICS MAY II 000, PAGE 57 SUPPLEMENT SERIES Astron. Astrophys. Suppl. Ser. 44, 57 67 000) Analytical expressions or ield astigmatism in decentered two mirror telescopes and application

More information

Acoustic forcing of flexural waves and acoustic fields for a thin plate in a fluid

Acoustic forcing of flexural waves and acoustic fields for a thin plate in a fluid Acoustic orcing o leural waves and acoustic ields or a thin plate in a luid Darryl MCMAHON Maritime Division, Deence Science and Technology Organisation, HMAS Stirling, WA Australia ABSTACT Consistency

More information

Brewster Angle and Total Internal Reflection

Brewster Angle and Total Internal Reflection Lecture 5: Polarization Outline 1 Polarized Light in the Universe 2 Brewster Angle and Total Internal Reflection 3 Descriptions of Polarized Light 4 Polarizers 5 Retarders Christoph U. Keller, Leiden University,

More information

NCERT-XII / Unit- 09 Ray Optics

NCERT-XII / Unit- 09 Ray Optics REFLECTION OF LIGHT The laws o relection are.. (i) The incident ray, relected ray and the normal to the relecting surace at the point o incidence lie in the same plane (ii) The angle o relection (i.e.,

More information

An introduction to X-ray Absorption Fine Structure Spectroscopy

An introduction to X-ray Absorption Fine Structure Spectroscopy An introduction to X-ray Absorption Fine Structure Spectroscopy Sakura Pascarelli European Synchrotron Radiation Facility, Grenoble, France sakura@esr.r S. Pascarelli An Introduction to XAFS - Cheiron

More information

Two-step self-tuning phase-shifting interferometry

Two-step self-tuning phase-shifting interferometry Two-step sel-tuning phase-shiting intererometry J. Vargas, 1,* J. Antonio Quiroga, T. Belenguer, 1 M. Servín, 3 J. C. Estrada 3 1 Laboratorio de Instrumentación Espacial, Instituto Nacional de Técnica

More information

Brewster Angle and Total Internal Reflection

Brewster Angle and Total Internal Reflection Lecture 4: Polarization Outline 1 Polarized Light in the Universe 2 Brewster Angle and Total Internal Reflection 3 Descriptions of Polarized Light 4 Polarizers 5 Retarders Christoph U. Keller, Utrecht

More information

In many diverse fields physical data is collected or analysed as Fourier components.

In many diverse fields physical data is collected or analysed as Fourier components. 1. Fourier Methods In many diverse ields physical data is collected or analysed as Fourier components. In this section we briely discuss the mathematics o Fourier series and Fourier transorms. 1. Fourier

More information

ZERO-DISTANCE PULSE FRONTS OF STRETCHER AND ITS OPTICAL SYSTEM

ZERO-DISTANCE PULSE FRONTS OF STRETCHER AND ITS OPTICAL SYSTEM ERODISTANCE PULSE RONTS O STRETCHER AND ITS OPTICAL SYSTEM Author: DOI: 10.12684/alt.1.70 Corresponding author: email: agitin@mbiberlin.de erodistance Pulse ronts o a Stretcher and its Optical System Max

More information

OPTICAL Optical properties of multilayer systems by computer modeling

OPTICAL Optical properties of multilayer systems by computer modeling Workshop on "Physics for Renewable Energy" October 17-29, 2005 301/1679-15 "Optical Properties of Multilayer Systems by Computer Modeling" E. Centurioni CNR/IMM AREA Science Park - Bologna Italy OPTICAL

More information

Internal thermal noise in the LIGO test masses: A direct approach

Internal thermal noise in the LIGO test masses: A direct approach PHYSICAL EVIEW D VOLUME 57, NUMBE 2 15 JANUAY 1998 Internal thermal noise in the LIGO test masses: A direct approach Yu. Levin Theoretical Astrophysics, Caliornia Institute o Technology, Pasadena, Caliornia

More information

Feasibility of a Multi-Pass Thomson Scattering System with Confocal Spherical Mirrors

Feasibility of a Multi-Pass Thomson Scattering System with Confocal Spherical Mirrors Plasma and Fusion Research: Letters Volume 5, 044 200) Feasibility o a Multi-Pass Thomson Scattering System with Conocal Spherical Mirrors Junichi HIRATSUKA, Akira EJIRI, Yuichi TAKASE and Takashi YAMAGUCHI

More information

Educational Procedure for Designing and Teaching Reflector Antennas in Electrical Engineering Programs. Abstract. Introduction

Educational Procedure for Designing and Teaching Reflector Antennas in Electrical Engineering Programs. Abstract. Introduction Educational Procedure or Designing and Teaching Relector Antennas in Electrical Engineering Programs Marco A.B. Terada Klipsch School o Electrical and Computer Engineering New Mexico State University Las

More information

Supplementary Figure 1

Supplementary Figure 1 Supplementary Figure 1 XRD patterns and TEM image of the SrNbO 3 film grown on LaAlO 3(001) substrate. The film was deposited under oxygen partial pressure of 5 10-6 Torr. (a) θ-2θ scan, where * indicates

More information

Strain and Stress Measurements with a Two-Dimensional Detector

Strain and Stress Measurements with a Two-Dimensional Detector Copyright ISSN (C) 97-, JCPDS-International Advances in X-ray Centre Analysis, or Volume Diraction 4 Data 999 5 Strain and Stress Measurements with a Two-Dimensional Detector Baoping Bob He and Kingsley

More information

Remote Sensing ISSN

Remote Sensing ISSN Remote Sens. 2012, 4, 1162-1189; doi:10.3390/rs4051162 Article OPEN ACCESS Remote Sensing ISSN 2072-4292 www.mdpi.com/journal/remotesensing Dielectric and Radiative Properties o Sea Foam at Microwave Frequencies:

More information

FUNDAMENTALS OF POLARIZED LIGHT

FUNDAMENTALS OF POLARIZED LIGHT FUNDAMENTALS OF POLARIZED LIGHT A STATISTICAL OPTICS APPROACH Christian Brosseau University of Brest, France A WILEY-INTERSCIENCE PUBLICATION JOHN WILEY & SONS, INC. New York - Chichester. Weinheim. Brisbane

More information

Optical determination of field angular correlation for transmission through three-dimensional turbid media

Optical determination of field angular correlation for transmission through three-dimensional turbid media 1040 J. Opt. Soc. Am. A/Vol. 16, No. 5/May 1999 Brian G. Hoover Optical determination o ield angular correlation or transmission through three-dimensional turbid media Brian G. Hoover Department o Electrical

More information

TFY4102 Exam Fall 2015

TFY4102 Exam Fall 2015 FY40 Eam Fall 05 Short answer (4 points each) ) Bernoulli's equation relating luid low and pressure is based on a) conservation o momentum b) conservation o energy c) conservation o mass along the low

More information

Chiroptical Spectroscopy

Chiroptical Spectroscopy Chiroptical Spectroscopy Theory and Applications in Organic Chemistry Lecture 2: Polarized light Masters Level Class (181 041) Mondays, 8.15-9.45 am, NC 02/99 Wednesdays, 10.15-11.45 am, NC 02/99 28 Electromagnetic

More information

Relating axial motion of optical elements to focal shift

Relating axial motion of optical elements to focal shift Relating aial motion o optical elements to ocal shit Katie Schwertz and J. H. Burge College o Optical Sciences, University o Arizona, Tucson AZ 857, USA katie.schwertz@gmail.com ABSTRACT In this paper,

More information

A Systematic Approach to Frequency Compensation of the Voltage Loop in Boost PFC Pre- regulators.

A Systematic Approach to Frequency Compensation of the Voltage Loop in Boost PFC Pre- regulators. A Systematic Approach to Frequency Compensation o the Voltage Loop in oost PFC Pre- regulators. Claudio Adragna, STMicroelectronics, Italy Abstract Venable s -actor method is a systematic procedure that

More information

ELLIPSOMETRY AND POLARIZED LIGHT

ELLIPSOMETRY AND POLARIZED LIGHT ELLIPSOMETRY AND POLARIZED LIGHT R.M.A.AZZAM Department of Electrical Engineering University of New Orleans Lakefront, New Orleans, Louisiana, USA and N.M. В ASH AR A Electrical Materials Laboratory, Engineering

More information

Bond strength model for interfaces between nearsurface mounted (NSM) CFRP strips and concrete

Bond strength model for interfaces between nearsurface mounted (NSM) CFRP strips and concrete University o Wollongong Research Online Faculty o Engineering and Inormation Sciences - Papers: Part A Faculty o Engineering and Inormation Sciences 2014 Bond strength model or interaces between nearsurace

More information

Experimental investigations of sedimentation of flocs in suspensions of biological water treatment plants

Experimental investigations of sedimentation of flocs in suspensions of biological water treatment plants Computational Methods in Multiphase Flow IV 93 Experimental investigations o sedimentation o locs in suspensions o biological water treatment plants B. Zajdela 1,, A. Hribernik & M. Hribersek 1 gional

More information

Numerical calculation of the electron mobility in ZnS and ZnSe semiconductors using the iterative method

Numerical calculation of the electron mobility in ZnS and ZnSe semiconductors using the iterative method International Journal o the Physical Sciences Vol. 5(11), pp. 1752-1756, 18 September, 21 Available online at http://www.academicjournals.org/ijps ISSN 1992-195 21 Academic Journals Full Length Research

More information

FILM STACKING IMPREGNATION MODEL FOR THERMOPLASTIC COMPOSITES APPLIED TO A NOVEL NET-SHAPE PREFORMING PROCESS

FILM STACKING IMPREGNATION MODEL FOR THERMOPLASTIC COMPOSITES APPLIED TO A NOVEL NET-SHAPE PREFORMING PROCESS The 8 th International Conerence on Flow Processes in Composite Materials (FPCM8) FILM STACKING IMPREGNATION MODEL FOR THERMOPLASTIC COMPOSITES APPLIED TO A NOVEL NET-SHAPE PREFORMING PROCESS S.T.Jespersen

More information

RATIONAL FUNCTIONS. Finding Asymptotes..347 The Domain Finding Intercepts Graphing Rational Functions

RATIONAL FUNCTIONS. Finding Asymptotes..347 The Domain Finding Intercepts Graphing Rational Functions RATIONAL FUNCTIONS Finding Asymptotes..347 The Domain....350 Finding Intercepts.....35 Graphing Rational Functions... 35 345 Objectives The ollowing is a list o objectives or this section o the workbook.

More information

Chapter 2 Laser Light Amplification by Stimulated Emission of Radiation

Chapter 2 Laser Light Amplification by Stimulated Emission of Radiation Chapter Laser Light Ampliication by Stimulated Emission o Radiation Part I How does an object emit light or radiation? Blackbody Radiation Solids heated to very high temperatures emit visible light (glow)

More information

Application of Wavelet Transform Modulus Maxima in Raman Distributed Temperature Sensors

Application of Wavelet Transform Modulus Maxima in Raman Distributed Temperature Sensors PHOTONIC SENSORS / Vol. 4, No. 2, 2014: 142 146 Application o Wavelet Transorm Modulus Maxima in Raman Distributed Temperature Sensors Zongliang WANG, Jun CHANG *, Sasa ZHANG, Sha LUO, Cuanwu JIA, Boning

More information

Lecture 5: Polarization. Polarized Light in the Universe. Descriptions of Polarized Light. Polarizers. Retarders. Outline

Lecture 5: Polarization. Polarized Light in the Universe. Descriptions of Polarized Light. Polarizers. Retarders. Outline Lecture 5: Polarization Outline 1 Polarized Light in the Universe 2 Descriptions of Polarized Light 3 Polarizers 4 Retarders Christoph U. Keller, Leiden University, keller@strw.leidenuniv.nl ATI 2016,

More information

Spectroscopic Ellipsometry Analysis of Opaque Gold Film for Epner Technology

Spectroscopic Ellipsometry Analysis of Opaque Gold Film for Epner Technology Customer Summary The optical constants n &k of an opaque gold film from Epner Technology were measured using J.A. Woollam VASE and IR-VASE spectroscopic ellipsometers over the wavelength range of.1 to

More information

Study of full band gaps and propagation of acoustic waves in two-dimensional piezoelectric phononic plates

Study of full band gaps and propagation of acoustic waves in two-dimensional piezoelectric phononic plates Study o ull band gaps and propagation o acoustic waves in two-dimensional pieoelectric phononic plates J.-C. Hsu and T.-T. Wu Institute o Applied Mechanics, National Taiwan University, No. 1, Sec. 4, Roosevelt

More information

Analysis of cosmic ray neutron-induced single-event phenomena

Analysis of cosmic ray neutron-induced single-event phenomena Analysis o cosmic ray neutron-induced single-event phenomena Yasuyuki TUKAMOTO Yukinobu WATANABE and Hideki NAKASHIMA Department o Advanced Energy Engineering Science Kyushu University Kasuga Fukuoka 816-8580

More information

Analysis of Friction-Induced Vibration Leading to Eek Noise in a Dry Friction Clutch. Abstract

Analysis of Friction-Induced Vibration Leading to Eek Noise in a Dry Friction Clutch. Abstract The 22 International Congress and Exposition on Noise Control Engineering Dearborn, MI, USA. August 19-21, 22 Analysis o Friction-Induced Vibration Leading to Eek Noise in a Dry Friction Clutch P. Wickramarachi

More information

Lecture 8: Polarimetry 2. Polarizers and Retarders. Polarimeters. Scattering Polarization. Zeeman Effect. Outline

Lecture 8: Polarimetry 2. Polarizers and Retarders. Polarimeters. Scattering Polarization. Zeeman Effect. Outline Lecture 8: Polarimetry 2 Outline 1 Polarizers and Retarders 2 Polarimeters 3 Scattering Polarization 4 Zeeman Effect Christoph U. Keller, Utrecht University, C.U.Keller@uu.nl Observational Astrophysics

More information

Relating axial motion of optical elements to focal shift

Relating axial motion of optical elements to focal shift Relating aial motion o optical elements to ocal shit Katie Schwertz and J. H. Burge College o Optical Sciences, University o Arizona, Tucson AZ 857, USA katie.schwertz@gmail.com ABSTRACT In this paper,

More information

Approximate probabilistic optimization using exact-capacity-approximate-response-distribution (ECARD)

Approximate probabilistic optimization using exact-capacity-approximate-response-distribution (ECARD) Struct Multidisc Optim (009 38:613 66 DOI 10.1007/s00158-008-0310-z RESEARCH PAPER Approximate probabilistic optimization using exact-capacity-approximate-response-distribution (ECARD Sunil Kumar Richard

More information

Scattered Data Approximation of Noisy Data via Iterated Moving Least Squares

Scattered Data Approximation of Noisy Data via Iterated Moving Least Squares Scattered Data Approximation o Noisy Data via Iterated Moving Least Squares Gregory E. Fasshauer and Jack G. Zhang Abstract. In this paper we ocus on two methods or multivariate approximation problems

More information

/06/$ IEEE Electronic Components and Technology Conference

/06/$ IEEE Electronic Components and Technology Conference Tailoring the Temperature Coeicient o Capacitance (TCC), Dielectric Loss and Capacitance Density with Ceramic-Polymer Nanocomposites or RF Applications Isaac Robin Abothu, Baik-Woo Lee, P. Markondeya Raj,

More information

OPSE FINAL EXAM Fall 2016 YOU MUST SHOW YOUR WORK. ANSWERS THAT ARE NOT JUSTIFIED WILL BE GIVEN ZERO CREDIT.

OPSE FINAL EXAM Fall 2016 YOU MUST SHOW YOUR WORK. ANSWERS THAT ARE NOT JUSTIFIED WILL BE GIVEN ZERO CREDIT. CLOSED BOOK. Equation Sheet is provided. YOU MUST SHOW YOUR WORK. ANSWERS THAT ARE NOT JUSTIFIED WILL BE GIVEN ZERO CREDIT. ALL NUMERICAL ANSERS MUST HAVE UNITS INDICATED. (Except dimensionless units like

More information

Available online at ScienceDirect. Energy Procedia 83 (2015 ) Václav Dvo ák a *, Tomáš Vít a

Available online at   ScienceDirect. Energy Procedia 83 (2015 ) Václav Dvo ák a *, Tomáš Vít a Available online at www.sciencedirect.com ScienceDirect Energy Procedia 83 (205 ) 34 349 7th International Conerence on Sustainability in Energy and Buildings Numerical investigation o counter low plate

More information

Near-perfect modulator for polarization state of light

Near-perfect modulator for polarization state of light Journal of Nanophotonics, Vol. 2, 029504 (11 November 2008) Near-perfect modulator for polarization state of light Yi-Jun Jen, Yung-Hsun Chen, Ching-Wei Yu, and Yen-Pu Li Department of Electro-Optical

More information

Learn how reflection at interfaces with different indices of refraction works and how interfaces can change the polarization states of light.

Learn how reflection at interfaces with different indices of refraction works and how interfaces can change the polarization states of light. Slide 1 Goals of the Lab: Learn how reflection at interfaces with different indices of refraction works and how interfaces can change the polarization states of light. Learn how to measure the influence

More information

Probabilistic Model of Error in Fixed-Point Arithmetic Gaussian Pyramid

Probabilistic Model of Error in Fixed-Point Arithmetic Gaussian Pyramid Probabilistic Model o Error in Fixed-Point Arithmetic Gaussian Pyramid Antoine Méler John A. Ruiz-Hernandez James L. Crowley INRIA Grenoble - Rhône-Alpes 655 avenue de l Europe 38 334 Saint Ismier Cedex

More information

MAGNETO-OPTIC KERR EFFECT

MAGNETO-OPTIC KERR EFFECT T E C H N O L O G Y F O R P O L A R I Z A T I O N M E A S U R E M E N T MAGNETO-OPTIC KERR BY DR. THEODORE C. OAKBERG The Magneto-Optic Kerr Effect (MOKE) is the study of the refl ection of polarized light

More information

A Novel Method for the Pushout Test in Composites

A Novel Method for the Pushout Test in Composites A Novel Method or the Pushout Test in Composites Rebecca Sinclair and Robert J. Young Manchester Materials Science Centre, UMIST/University o Manchester, Grosvenor Street, Manchester, M1 7HS UK. SUMMARY:

More information

MSE405 Microstructure Characterization XRD-1 Lab X-ray diffraction in crystallography

MSE405 Microstructure Characterization XRD-1 Lab X-ray diffraction in crystallography X-ray diraction in crystallography I. Goals Crystallography is the science that studies the structure (and structure-derived properties) o crystals. Among its many tools, X-ray diraction (XRD) has had

More information

nr 2 nr 4 Correct Answer 1 Explanation If mirror is rotated by anglethan beeping incident ray fixed, reflected ray rotates by 2 Option 4

nr 2 nr 4 Correct Answer 1 Explanation If mirror is rotated by anglethan beeping incident ray fixed, reflected ray rotates by 2 Option 4 Q. No. A small plane mirror is placed at the centero a spherical screen o radius R. A beam o light is alling on the mirror. I the mirror makes n revolution per second, the speed o light on the screen ater

More information

Supporting Information

Supporting Information Supporting Information Thiocyanate Anchors for Salt-like Iron(II) Complexes on Au(111): Promises and Caveats Philipp Stock, a,b Andreas Erbe, b Gerald Hörner, a Manfred Buck, c Hervé Ménard, d and Andreas

More information

Objectives. By the time the student is finished with this section of the workbook, he/she should be able

Objectives. By the time the student is finished with this section of the workbook, he/she should be able FUNCTIONS Quadratic Functions......8 Absolute Value Functions.....48 Translations o Functions..57 Radical Functions...61 Eponential Functions...7 Logarithmic Functions......8 Cubic Functions......91 Piece-Wise

More information

Least-Squares Spectral Analysis Theory Summary

Least-Squares Spectral Analysis Theory Summary Least-Squares Spectral Analysis Theory Summary Reerence: Mtamakaya, J. D. (2012). Assessment o Atmospheric Pressure Loading on the International GNSS REPRO1 Solutions Periodic Signatures. Ph.D. dissertation,

More information

Fatigue verification of high loaded bolts of a rocket combustion chamber.

Fatigue verification of high loaded bolts of a rocket combustion chamber. Fatigue veriication o high loaded bolts o a rocket combustion chamber. Marcus Lehmann 1 & Dieter Hummel 1 1 Airbus Deence and Space, Munich Zusammenassung Rocket engines withstand intense thermal and structural

More information

Finite Element Modeling of Residual Thermal Stresses in Fiber-Reinforced Composites Using Different Representative Volume Elements

Finite Element Modeling of Residual Thermal Stresses in Fiber-Reinforced Composites Using Different Representative Volume Elements Proceedings o the World Congress on Engineering 21 Vol II WCE 21, June 3 - July 2, 21, London, U.K. Finite Element Modeling o Residual Thermal Stresses in Fiber-Reinorced Composites Using Dierent Representative

More information

APPLICATION OF A SCANNING VIBROMETER FOR THE PERIODIC CALIBRATION OF FORCE TRANSDUCERS

APPLICATION OF A SCANNING VIBROMETER FOR THE PERIODIC CALIBRATION OF FORCE TRANSDUCERS XX IMEKO World Congress Metrology or Green Growth September 9 14, 01, Busan, Republic o Korea APPLICATION OF A SCANNING VIBROMETER FOR THE PERIODIC CALIBRATION OF FORCE TRANSDUCERS Christian Schlegel,

More information

Spectroscopic mapping polarimetry in Bragg Micro-cavities

Spectroscopic mapping polarimetry in Bragg Micro-cavities Spectroscopic mapping polarimetry in Bragg Micro-cavities Author: David Ramos Santesmases Advisor: Oriol Arteaga Facultat de Física, Universitat de Barcelona, Diagonal 645, 08028 Barcelona, Spain*. Abstract:

More information

9.1 The Square Root Function

9.1 The Square Root Function Section 9.1 The Square Root Function 869 9.1 The Square Root Function In this section we turn our attention to the square root unction, the unction deined b the equation () =. (1) We begin the section

More information

Electromagnetic Waves Across Interfaces

Electromagnetic Waves Across Interfaces Lecture 1: Foundations of Optics Outline 1 Electromagnetic Waves 2 Material Properties 3 Electromagnetic Waves Across Interfaces 4 Fresnel Equations 5 Brewster Angle 6 Total Internal Reflection Christoph

More information

Fluctuationlessness Theorem and its Application to Boundary Value Problems of ODEs

Fluctuationlessness Theorem and its Application to Boundary Value Problems of ODEs Fluctuationlessness Theorem and its Application to Boundary Value Problems o ODEs NEJLA ALTAY İstanbul Technical University Inormatics Institute Maslak, 34469, İstanbul TÜRKİYE TURKEY) nejla@be.itu.edu.tr

More information

2 Frequency-Domain Analysis

2 Frequency-Domain Analysis 2 requency-domain Analysis Electrical engineers live in the two worlds, so to speak, o time and requency. requency-domain analysis is an extremely valuable tool to the communications engineer, more so

More information

Polarimetry in the E-ELT era. Polarized Light in the Universe. Descriptions of Polarized Light. Polarizers. Retarders. Fundamentals of Polarized Light

Polarimetry in the E-ELT era. Polarized Light in the Universe. Descriptions of Polarized Light. Polarizers. Retarders. Fundamentals of Polarized Light Polarimetry in the E-ELT era Fundamentals of Polarized Light 1 Polarized Light in the Universe 2 Descriptions of Polarized Light 3 Polarizers 4 Retarders Christoph U. Keller, Leiden University, keller@strw.leidenuniv.nl

More information

SPOC: An Innovative Beamforming Method

SPOC: An Innovative Beamforming Method SPOC: An Innovative Beamorming Method Benjamin Shapo General Dynamics Ann Arbor, MI ben.shapo@gd-ais.com Roy Bethel The MITRE Corporation McLean, VA rbethel@mitre.org ABSTRACT The purpose o a radar or

More information

SCIENCE CHINA Physics, Mechanics & Astronomy

SCIENCE CHINA Physics, Mechanics & Astronomy SCIENCE CHINA Physics, Mechanics & Astronomy Article June 014 Vol.57 No.6: 1068 1077 doi: 10.1007/s11433-014-5435-z Wave dispersion and attenuation in viscoelastic isotropic media containing multiphase

More information

Thin Solid Films 519 (2011) Contents lists available at ScienceDirect. Thin Solid Films. journal homepage:

Thin Solid Films 519 (2011) Contents lists available at ScienceDirect. Thin Solid Films. journal homepage: Thin Solid Films 519 (2011) 2698 2702 Contents lists available at ScienceDirect Thin Solid Films journal homepage: www.elsevier.com/locate/tsf Rotatable broadband retarders for far-infrared spectroscopic

More information

UNCERTAINTY EVALUATION OF SINUSOIDAL FORCE MEASUREMENT

UNCERTAINTY EVALUATION OF SINUSOIDAL FORCE MEASUREMENT XXI IMEKO World Congress Measurement in Research and Industry August 30 eptember 4, 05, Prague, Czech Republic UNCERTAINTY EVALUATION OF INUOIDAL FORCE MEAUREMENT Christian chlegel, Gabriela Kiekenap,Rol

More information