VISCOELASTIC PROPERTIES OF INHOMOGENEOUS NANOCOMPOSITES

Size: px
Start display at page:

Download "VISCOELASTIC PROPERTIES OF INHOMOGENEOUS NANOCOMPOSITES"

Transcription

1 VISCOELASTIC PROPERTIES OF INHOMOGENEOUS NANOCOMPOSITES V. V. Novikov ), K.W. Wojciechowski ) ) Odessa National Polytechnical University, Shevchenko Prosekt, 6544 Odessa, Ukraine; novikov@te.net.ua ) Institute of Molecular Physics, Polish Academy of Sciences, M. Smoluchowskiego 7, 6-79 Poznań, Poland; ABSTRACT Hierarchic model of structure [V. V. Novikov, K. W. Wojciechowski, D. V. Belov and V. P. Privalko, Phys. Rev. E 63, 36 ()] is generalized and alied to study viscoelastic roerties of a two-comonent inhomogeneous medium with chaotic, fractal structure and with one of the comonents exhibiting a negative shear modulus. It is shown that similarly to the results obtained recently in frames of the Hashin-Strikman model [R. S. Lakes, Phys. Rev. Let. 86, 897 ()], the resent model redicts ossibility to obtain comosites of the effective shear and duming coefficient much higher than those characterizing both the comonent hases. The viscoelastic roerties of the fractal medium are, however, qualitatively different from the roerties of the Hashin-Strikman medium.. INTRODUCTION Recent studies of inhomogeneous materials with inclusions of negative stiffness indicated that such comosites show very interesting roerties, e.g. they can exhibit much higher stiffness and higher duming coefficient than the hases constituting them [-3]. Analysis of influence of inclusions with negative shear modulus on the effective shear modulus of a comosite was erformed on the basis of the Hashin-Strikman formulae [4, 5] which were obtained in aroach that roerties don t deend on scale. Recently, however, increasing attention has been aid to hysical roerties of media which can be thought of as fractal structures in some size range. Examles of such structures are article aggregates in colloids [6-8], olymer molecules, ercolationg clusters, structures of some binary solutions and olymers [9-], and structures roduced in rocesses of diffusion-controlled aggregation (olymerization) [3-5]. One should add that media of fractal-like structures show qualitatively different roerties than those characteristic for gases, liquids and solids. Let us consider elastic roerties of inhomogeneous medium of chaotic, fractal structure which one of the hases shows negative shear modulus. (One should stress here that any ure hase of such a roerty is, by definition, unstable. It can be stabilized, however, when inclusions of it are ut into a stabilizing matrix comosed of a hase exhibiting ositive shear modulus [-3].) The analysis is carried on by the method described in [6-].. FRACTAL MODEL OF VISCOELASTIC PROPERTIES OF CHAOTIC STRUCTURE The resent analysis is erformed on the basis of a hierarchical model of twocomonent structure and is a generalization of the method of elastic roerties calculations described in detail in [8-]. In the modeling of chaotic structures resented there, hierarchical lattices of random distribution of arameters are alied. The main set of bond configurations, Ω, is obtained by an iterative rocedure. In the initial ste of the rocedure, a finite lattice is considered with bonds of length l and robability that a given bond belongs to the first hase. In the following stes (k =,,...) each bond of the initial lattice is substituted by an examle of a lattice obtained in the revious ste. In contrast to the case considered in [], where the bonds of the lattice reresented urely elastic roerties, the bonds considered in the resent aer may reresent more general, viscoelastic case (see Fig. ). The limiting set of bonds, Ω( ), which deends on the size of the initial lattice and the l,

2 robability, is self-similar, i.e. it constitutes a fractal [6,8-]. (In ractical calculations, the iterative rocedure is finished when the roerties of the lattice become indeendent of the index k.) Two ensembles of structures were introduced in [8-]. The first one is the bonded ensemble (BE), being the set of all configurations in which bonds reresenting the first hase connect oosite surfaces of the lattice. The second one, the non-bonded ensemble (NBE) constitutes of the remaining configurations, for which bonds of the first hase do not connect the oosite surfaces of the lattice. According to [], in calculations of the elastic roerties one exloits simle analytic formulae, in articular the robability function, Rl (, ), and deendencies of the elastic roerties of the BE and NBE configurations on roerties and concentrations of hases forming the considered inhomogeneous medium. Figure. Illustration of the self-similarity of the fractal system Ω n (L, =3/8 ) (where n ) of viscoelastic bonds for L =. The robability function, Rl (, ), is defined as the ratio of the number of the BE configurations to the number of all configurations for a cubic initial lattice. The numerical analysis [] of initial lattices of various sizes showed that good results can be obtained for the lattice as small as xx for which [] R ( ) = ( , () )

3 According to () the ercolation threshold, i.e. the transition from the NBE to the BE, occurs at c = The deendencies of the elastic roerties of the BE and NBE configurations on roerties and concentrations of hases forming the considered inhomogeneous medium were modeled by the blob model [8- ]. In this aroach each BE configuration is treated as a continuum of the first hase with a sherical inclusion of the second hase (see Fig.a), and each NBE configuration is treated as a sherical inclusion of the first hase in a continuum of the second hase (see Fig.b). The elastic roerties of configurations corresonding to the BE and NBE were calculated by alying the Hashin-Shtrikman formulae [4,5,,] ). Fig.. Simulation of (a) a connected and (b) a disconnected set Hashin-Strikman formulae were obtained on the basis of the rincile of minimum of addition energy by using variational calculation method for an inhomogeneous medium [Z. Hashin, The elastic moduli of heterogeneous materials, J. Alied Mechanics,9,43-5 (96).] to determine the uer К с, µ с and the lower К n, µ n bounds of effective elastic roerties. The uer bound К с, µ с corresonds to the comosite structure in which sherical inclusions of the elastic constants К, µ. are laced into a matrix of the elastic constants К, µ ; in the following, it is assumed that К >K, µ > µ. The lower bound К n, µ n is obtained in the when the comonents are relaced, i.e. when the matrix is described by К, µ and the sherical inclusions by К, µ. From the Hashin-Strikman sheres (inside a shere of one material a shere of the other material is laced centrally) one can form a comosite as follows [, ]: sheres of various sizes, down to infinitely small, are taken and the sace V is filled by them without emty saces. Only one condition is required: in each Hashin-Strikman shere the volume concentrations of both comonents are the same, i.e. all the Hashin- Strikman sheres exhibit the same elastic roerties []. Such a comosite will be further referred to as the Hashin-Strikman comosite. Elastic roerties of the Hashin-Strikman comosite are described by the formulae which are obtained basing on the exactly solvable model consisted of a single sherical inclusion of one hase in an infinite matrix of the second hase []. The elastic roerties of the Hashin-Strikman comosite deend only on the volume concentrations and elastic roerties of the hases forming it; they do not deend on the scale. Inthis sense the Hashin-Strikman comosite can be thought of as uniform. In contrast to the Hashin-Strikman comosite real comosites are not uniform in this sense as their roerties do deend on the scale on which they are measured. One exects that the macroscoic roerties of such non-uniform comosites should be obtained from the microscoic ones by a roer averaging. In [8-] a simle averaging scheme, based on the idea of the renormalization grou and the blob model, was roosed. The non-uniform comosites for which this scheme works will be further referred to as fractal comosites. Results obtained for static elastic roerties corresond to results for viscoelastic roerties (for arising harmonic vibrations) obtained by relacing the real elastic modules, (the bulk modulus) and (the shear modulus), by the comlex modules K *, µ * [-4]. Alying µ

4 this corresondence one obtains the following formulae for the comlex bulk modulus, K*, and c the comlex shear modulus, µ *, for configurations belonging to the BE at the (k+)-th iteration c ste [4,5]: ( k) ( k) *( k+ ) ( k) ( k )( K * * ) * n K K c c = K c +, () ( k) ( k) ( k) + a k c ( K* n K* c ) () k () k *( k+ ) ( i) ( k )( µ * * ) * n µ µ c c = µ c +, (3) () k () k () k + b k c ( µ * n µ * c ) where 6( * () k * () k () k 3 () ) ; k K c + µ c (4) ac = b 3 * () 4 * () c = K k k 5 K* () k (3 K* () k 4 * () k с + µ c c c + µ c ) and () () K* = K*, µ * = µ * denote the comlex bulk modulus and the comlex shear modulus of c c the first hase of the inhomogeneous medium, and () () K* = K*, µ * * n n = µ denote the comlex bulk modulus and the comlex shear modulus of the second hase, resectively. ( k+ ) ( k+ ) For non-bonded configurations the viscoelastic modules K * n, µ * n are described by the formulae which come from (), (3) after the following relacements c n and (- ). k k 3. RESULTS & DISCUSSION Calculations were erformed for a two-comonent, inhomogeneous medium. For simlicity, it has been assumed that both the hases are isotroic and the first hase is urely elastic whereas the second hase is elastic from the oint of view of volume deformations and viscoelastic from the oint of view of shear deformations. The concentration of the urely elastic hase is denoted by. It is convenient to write the shear modulus of the second hase, µ *, in the form µ * = x( + iy) µ ', (5) where y= tgϕ ( ) = µ " / µ ', µ ' / µ ' = x, and µ * = µ ' is the (real) shear modulus of the first hase. As it has been mentioned before, fractal structures can show roerties different from uniform structures. To illustrate the oint let us comare the effective shear modulus and the duming coefficient of an inhomogeneous medium with fractal structure (further referred to as a fractal comosite ) with a comosite material corresonding to the Hashin-Strikman formulae (further referred to as the Hashin-Strikman comosite ).

5 mm mm mm HeL.88.9 HaL.6.8.4x HcL HdL mm mm mm HbL.8 HfL.8.4x Figure 3. Comarison of the ratio of the effective shear modulus to the shear modulus of the elastic hase at y=. as a function of the concentration of the elastic hase and x :in the fractal comosite (a), (b), (c) and (d), (e), (f) in the Hashin-Strikman comosite. In Fig.3, the ratio of the effective shear modulus to the shear modulus of the elastic hase is shown as a function of the concentration of the elastic hase and x for y= -3. It is assumed that the viscoelestic hase in Fig. 4 has a negative shear modulus (i.e. negative real art of the comlex shear modulus) and is characterized by y= tgϕ =. and the Poisson s ratios of both hases (calculated from real arts of the elastic moduli) are equal to (The latter

6 assumtion means that the ratio of the real art of the shear moduls to the bulk modulus is equal to µ i /K i =.8, where i =, numerates the hases; in consequence the ratio of the bulk modulus of the second hase to the bulk modulus of the first hase is equal to K '/ K ' = x.) It can be seen there that for the inhomogeneous fractal medium the shear modulus shows in some ranges of concentration a resonance-like behavior similar to that discussed in [-3] whereas in the Hashin-Strikman comosite there exists only one such a resonance in the vicinity of the concentration =. HaL HbL tg j.6.4. t g j.6.8.4x HcL HdL HeL.4. t g j tgj HfL x. 6 6 t g j 4 t g j Figure 4. The ratio of the imaginary to the real art of the effective shear modulus (a), (b), (c) in the fractal comosite and (d), (e), (f) in the Hashin-Strikman comosite; the other details are the same as in Fig. 3.

7 As it has been mentioned before, fractal structures can show roerties different from uniform structures. To illustrate the oint let us comare the effective shear modulus and the duming coefficient of an inhomogeneous medium with fractal structure (further referred to as a fractal comosite ) with a comosite material corresonding to the Hashin-Strikman formulae (further referred to as the Hashin-Strikman comosite ). In Fig.3, the ratio of the effective shear modulus to the shear modulus of the elastic hase ' ' is shown as a function of the concentration of the elastic hase and x = µ / µ for y= -3. It is assumed that the viscoelestic hase in Fig. 3 has a negative shear modulus (i.e. negative real -3 art of the comlex shear modulus) and is characterized by y= tgϕ = and the Poisson s ratios of both hases (calculated from real arts of the elastic moduli) are equal to (The latter assumtion means that the ratio of the real art of the shear moduls to the bulk modulus is equal to µ i /K i =.8, where i =, numerates the hases; in consequence the ratio of the bulk modulus of the second hase to the bulk modulus of the first hase is equal to x = K '/ K '.) It can be seen there that for the inhomogeneous fractal medium the shear modulus shows in some ranges of concentration a resonance-like behavior similar to that discussed in [-3] whereas in the Hashin-Strikman comosite there exists only one such a resonance in the vicinity of the concentration =. In Fig.4 the ratio of the imaginary to real art of the effective shear modulus, i.e. the tangent of loses tg ϕ, is shown as a function of the concentration of the elastic hase and x for y= -3. The arameters of the hases are the same as in Fig.3. It can be seen again that, deending on x, tg ϕ of the fractal comosite shows very large values in some ranges of concentration whereas the Hashin-Strikman comosite exhibits only one large value, in the vicinity of the concentration =, for x in the range considered. The above comarisons show that the viscoelastic roerties of the fractal comosite differ qualitatively from the roerties of the Hashin-Strikman comosite. The observed differences can be understood taking into account that the hierarchical model considered takes into account clusters of various length scales and different arameters of their resonances which are formed in the fractal comosite whereas the Hashin-Strikman comosite is uniform in this asect. The above comarisons show that the viscoelastic roerties of the fractal comosite differ qualitatively from the roerties of the Hashin-Strikman comosite. The observed differences can be understood taking into account that the hierarchical model considered takes into account clusters of various length scales and different arameters of their resonances which are formed in the fractal comosite whereas the Hashin-Strikman comosite is uniform in this asect. It follows from the calculations of the viscoelastic roerties (Figs.3, 4) that in a fractal comosite eaks ( resonances ) are obtained in a broad range of concentrations of hases. The nature of the eaks and the way in which they are formed deending on the effective shear modulus µ *, the frequency ω, and the concentration one can understand considering a single inclusion with the negative shear modulus ( µ * = µ ' ( µ ' = xk) ) which is immersed in a medium (stabilizing matrix) of the ositive shear modulus µ * = µ '. The shear modulus µ * of the comosite with a single inclusion can be determined by the formula [4, 5, ] where µ * µ * ( µ * µ * ) = + + ( b ) ( µ *, (6) µ * )

8 b 6( K * + µ * ) = 5 µ * (3 K * + 4 µ * ). It follows from (6) that when µ * = µ ' ( µ ' = xk), then µ * µ ' From the equation xk ( + µ ' ) = ( b ) ( xk +. (7) µ ' ) ( b ) ( xk + µ ' ) =, (8) one can determine the resonance arameters of the comosite for which the eaks arise, i.e. the arameters for which the external disturbance is in the resonance with the inclusion arameters (being equal to its characteristic frequency). As the comosite constitutes self-similar, chaotic system, comosed of clusters of various sizes, on the k-th scale-level each cluster will have its own resonance arameters, i.e. its own characteristic frequency, which roduces the system of eaks (characteristic frequencies) in the deendence of the effective shear modulus on the arameters of the comosite. At this oint let us notice that a material of fractal structure which should show the viscoelastic roerties similar to those obtained by solving the model described can be manufactured in reality by the following scheme. At the first ste (the lowest size level) one roduces tablets, e.g. of a olymer with required inclusions. At the next ste, the tablets obtained at the receding level are used as inclusions to larger tablets. The rocess is continued and a hierarchy shown in Fig.5 is obtained. Figure 5. The idea of construction of a material with fractal structure. It has been shown that a hierarchic blob model used to study viscoelastic roerties of an inhomogeneous fractal medium (the fractal comosite) gives results, which differ qualitatively from the results obtained by alying to an inhomogeneous medium the Hashin-Shrikman aroximation (the Hashin- Strikman comosite). In articular, studies of the fractal model comosed of an elastic hase (which can be seen as a stabilizing matrix) and a viscoelastic hase with a negative shear modulus roved that the effective shear modulus and the effective tangent of loses calculated in this model exhibit much more comlex behavior (more singularities ) than those redicted by the standard Hashin-Strikman model. The new singularities observed in the fractal comosite are interreted as resonances coming from ( mesoscoic ) clusters of various length scales which are described by different (mesoscoic) arameters of resonances. Such clusters are taken into account by the hierarchical model whereas they are neglected comletely in the standard Hashin-Strikman aroximation. At the end of this section let us notice that a material of fractal structure which should show the viscoelastic roerties similar to those obtained by solving the model described can

9 be manufactured in reality by the following scheme. At the first ste (the lowest size level) one roduces tablets, e.g. of a olymer with required inclusions. At the next ste, the tablets obtained at the receding level are used as inclusions to larger tablets. The rocess is continued and a hierarchy shown in Fig.8 is obtained. CONCLUSIONS It has been shown that a hierarchic blob model used to study viscoelastic roerties of an inhomogeneous fractal medium (the fractal comosite) gives results, which differ qualitatively from the results obtained by alying to an inhomogeneous medium the Hashin-Shrikman aroximation (the Hashin-Strikman comosite). In articular, studies of the fractal model comosed of an elastic hase (which can be seen as a stabilizing matrix) and a viscoelastic hase with a negative shear modulus roved that the effective shear modulus and the effective tangent of loses calculated in this model exhibit much more comlex behavior (more singularities ) than those redicted by the standard Hashin-Strikman model. The new singularities observed in the fractal comosite are interreted as resonances coming from ( mesoscoic ) clusters of various length scales which are described by different (mesoscoic) arameters of resonances. Such clusters are taken into account by the hierarchical model whereas they are neglected comletely in the standard Hashin-Strikman aroximation. ACKNOWLEDGEMENTS This work was suorted by the KBN grant 4TF3.and by the National Academy of Science of Ukraine. References. Lakes R. S., «Extreme daming in comosite materials with a negative stiffness hase.» Phys. Rev. Let. 86,. () Lakes RS, Lee T, Bersie A, Wang YC. «Extreme daming in comosite materials with negative-stiffness inclusions.» Nature, 4, (), Lakes RS. «Extreme daming in comliant comosites with a negative-stiffness hase» Philosohical Magazine Letters, 8, (), Hashin Z., Shtrikman S., «A variational aroach to the theory of the elastic behavior of multihase materials.» J. Mech. Phys. Solids (963)., Hashin Z, J. «Viscoelastic behavior of heterogeneous media.» J. Al. Mech. 3 (965), Weitz DA, Oliveria M. «Fractal structures formed by kinetic aggregation of aqueous gold colloids.» Physical Review Letters,.5,( 984), Feder J, Jossang T, Rosenqvist E. «Scaling behavior and cluster fractal dimension determined by light scattering from aggregating roteins.» Physical Review Letters 53, (984), Lin MY, Lindsay HM, Weitz DA, Ball RC, Klein R, Meakin P. «Universality of fractal aggregates as robed by light scattering.» Proceedings of the Royal Society of London Series A-Mathematical &Physical Sciences 43, (989), Stauffer D., Introduction to the Percolation Theory, (Taylor & Francis, London-Philadelhia, 985).. Sahimi M., Alications of Percolation Theory, (Taylor and Francis, London, 994).. Privalko V. P., Novikov V. V., The Science of Heterogeneous Polymers. Structure and Thermohysical Proerties, (J. Wiley, Chichester-New York-Brisbane-Toronto-Singaore, 995) Elam WT, Wolf SA, Srague J, Gubser DU, Van Vechten D, Barz GL Jr, Meakin P. «Fractal aggregates in sutter-deosited NbGe/sub / films.» Physical Review Letters 54, (985), Witten TA, Sander LM. «Diffusion-limited aggregation.» Physical Review B-Condensed Matter 7( 983), Meakin P. «Formation of fractal clusters and networks by irreversible diffusion-limited aggregation». Physical Review Letters 5, (983), Vicsek T. «Pattern formation in diffusion-limited aggregation.» Physical Review Letter 53, ( 984), Novikov V. V., Wojciechowski K. W., Belov D.V. and PrivalkoV. P. «Elastic roerties of inhomogeneous media with chaotic structure» Phys. Rev. E63, 36 (). 7. Novikov V. V, V.P. Privalko. «Temoral fractal model for the anomalous dielectric relaxation of inhomogeneous media with chaotic structure» Phys. Rev. E, 64, 354, () 8. V. V. Novikov, K. W. Wojciechowski, «Frequency deendences of dielectric roerties of metal-insulator comosites» Solid State Physics 44, 55 ()

10 9. Novikov V. V., Wojciechowski K. W., «Viscoelastic roerties of media with a fractal structure» J.Exerimental and Theoretical Physics 95, () Novikov V. V, Belov V. P., «Inverse renormalization - grou transformation in the bond ercolation roblem» J.Exerimental and Theoretical Physics 79, (994) Bernasconi J., «Real-sace renormalization of bond-disordered conductance lattices» Phys. Rev. B8, (978), Shermergor Т. D., Teoriya urugosti mikroneodnorodnykh sred (Nauka, Мoscow, 977).399 (in Russian). 3. Christensen R., Mechanics of comosite materials (New York, Wiley, 979). 4. See e.g. Nonnenmacher T. F., Meltzer R. in Alications of Fractional calculus in hysics, ed. Hilfer R. (World Scientific, Singaore, ),.395.

A Model for Randomly Correlated Deposition

A Model for Randomly Correlated Deposition A Model for Randomly Correlated Deosition B. Karadjov and A. Proykova Faculty of Physics, University of Sofia, 5 J. Bourchier Blvd. Sofia-116, Bulgaria ana@hys.uni-sofia.bg Abstract: A simle, discrete,

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

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

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

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

arxiv:cond-mat/ v2 25 Sep 2002

arxiv:cond-mat/ v2 25 Sep 2002 Energy fluctuations at the multicritical oint in two-dimensional sin glasses arxiv:cond-mat/0207694 v2 25 Se 2002 1. Introduction Hidetoshi Nishimori, Cyril Falvo and Yukiyasu Ozeki Deartment of Physics,

More information

Supplementary Material: Crumpling Damaged Graphene

Supplementary Material: Crumpling Damaged Graphene Sulementary Material: Crumling Damaged Grahene I.Giordanelli 1,*, M. Mendoza 1, J. S. Andrade, Jr. 1,, M. A. F. Gomes 3, and H. J. Herrmann 1, 1 ETH Zürich, Comutational Physics for Engineering Materials,

More information

Approximating min-max k-clustering

Approximating min-max k-clustering Aroximating min-max k-clustering Asaf Levin July 24, 2007 Abstract We consider the roblems of set artitioning into k clusters with minimum total cost and minimum of the maximum cost of a cluster. The cost

More information

A numerical assessment of the random walk particle tracking method for heterogeneous aquifers

A numerical assessment of the random walk particle tracking method for heterogeneous aquifers 288 Calibration and Reliability in Groundwater Modelling: From Uncertainty to Decision Making (Proceedings of ModelCARE 2005, The Hague, The Netherlands, June 2005). IAHS Publ. 304, 2006. A numerical assessment

More information

dn i where we have used the Gibbs equation for the Gibbs energy and the definition of chemical potential

dn i where we have used the Gibbs equation for the Gibbs energy and the definition of chemical potential Chem 467 Sulement to Lectures 33 Phase Equilibrium Chemical Potential Revisited We introduced the chemical otential as the conjugate variable to amount. Briefly reviewing, the total Gibbs energy of a system

More information

1. Conduction. Percolation model (which assumes isotropic media) gives

1. Conduction. Percolation model (which assumes isotropic media) gives 1. Conduction In the revious lecture, we considered conduction of electricity (or heat conduction or mass diffusion) in a comosite medium, where each comonent has a nonzero conductivity. In a orous medium,

More information

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

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

More information

On split sample and randomized confidence intervals for binomial proportions

On split sample and randomized confidence intervals for binomial proportions On slit samle and randomized confidence intervals for binomial roortions Måns Thulin Deartment of Mathematics, Usala University arxiv:1402.6536v1 [stat.me] 26 Feb 2014 Abstract Slit samle methods have

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

MATHEMATICAL MODELLING OF THE WIRELESS COMMUNICATION NETWORK

MATHEMATICAL MODELLING OF THE WIRELESS COMMUNICATION NETWORK Comuter Modelling and ew Technologies, 5, Vol.9, o., 3-39 Transort and Telecommunication Institute, Lomonosov, LV-9, Riga, Latvia MATHEMATICAL MODELLIG OF THE WIRELESS COMMUICATIO ETWORK M. KOPEETSK Deartment

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

Elasticity of Random Multiphase Materials: Percolation of the Stiffness Tensor

Elasticity of Random Multiphase Materials: Percolation of the Stiffness Tensor Elasticity of Random Multihase Materials: Percolation of the Stiffness Tensor The MIT Faculty has made this article oenly available. Please share how this access benefits you. Your story matters. Citation

More information

FE FORMULATIONS FOR PLASTICITY

FE FORMULATIONS FOR PLASTICITY G These slides are designed based on the book: Finite Elements in Plasticity Theory and Practice, D.R.J. Owen and E. Hinton, 1970, Pineridge Press Ltd., Swansea, UK. 1 Course Content: A INTRODUCTION AND

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

Distributed K-means over Compressed Binary Data

Distributed K-means over Compressed Binary Data 1 Distributed K-means over Comressed Binary Data Elsa DUPRAZ Telecom Bretagne; UMR CNRS 6285 Lab-STICC, Brest, France arxiv:1701.03403v1 [cs.it] 12 Jan 2017 Abstract We consider a networ of binary-valued

More information

arxiv:cond-mat/ v1 [cond-mat.stat-mech] 5 Jul 1998

arxiv:cond-mat/ v1 [cond-mat.stat-mech] 5 Jul 1998 arxiv:cond-mat/98773v1 [cond-mat.stat-mech] 5 Jul 1998 Floy modes and the free energy: Rigidity and connectivity ercolation on Bethe Lattices P.M. Duxbury, D.J. Jacobs, M.F. Thore Deartment of Physics

More information

Lilian Markenzon 1, Nair Maria Maia de Abreu 2* and Luciana Lee 3

Lilian Markenzon 1, Nair Maria Maia de Abreu 2* and Luciana Lee 3 Pesquisa Oeracional (2013) 33(1): 123-132 2013 Brazilian Oerations Research Society Printed version ISSN 0101-7438 / Online version ISSN 1678-5142 www.scielo.br/oe SOME RESULTS ABOUT THE CONNECTIVITY OF

More information

Homogeneous and Inhomogeneous Model for Flow and Heat Transfer in Porous Materials as High Temperature Solar Air Receivers

Homogeneous and Inhomogeneous Model for Flow and Heat Transfer in Porous Materials as High Temperature Solar Air Receivers Excert from the roceedings of the COMSOL Conference 1 aris Homogeneous and Inhomogeneous Model for Flow and Heat ransfer in orous Materials as High emerature Solar Air Receivers Olena Smirnova 1 *, homas

More information

Landau Theory of the Fermi Liquid

Landau Theory of the Fermi Liquid Chater 5 Landau Theory of the Fermi Liquid 5. Adiabatic Continuity The results of the revious lectures, which are based on the hysics of noninteracting systems lus lowest orders in erturbation theory,

More information

Statics and dynamics: some elementary concepts

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

More information

Chapter 7 Sampling and Sampling Distributions. Introduction. Selecting a Sample. Introduction. Sampling from a Finite Population

Chapter 7 Sampling and Sampling Distributions. Introduction. Selecting a Sample. Introduction. Sampling from a Finite Population Chater 7 and s Selecting a Samle Point Estimation Introduction to s of Proerties of Point Estimators Other Methods Introduction An element is the entity on which data are collected. A oulation is a collection

More information

Lower bound solutions for bearing capacity of jointed rock

Lower bound solutions for bearing capacity of jointed rock Comuters and Geotechnics 31 (2004) 23 36 www.elsevier.com/locate/comgeo Lower bound solutions for bearing caacity of jointed rock D.J. Sutcliffe a, H.S. Yu b, *, S.W. Sloan c a Deartment of Civil, Surveying

More information

Introduction to Landau s Fermi Liquid Theory

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

More information

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

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

The directivity of the forced radiation of sound from panels and openings including the shadow zone

The directivity of the forced radiation of sound from panels and openings including the shadow zone The directivity of the forced radiation of sound from anels and oenings including the shadow zone J. Davy RMIT University, Alied Physics, GPO Box 476V, 3001 Melbourne, Victoria, Australia john.davy@rmit.edu.au

More information

Keywords: pile, liquefaction, lateral spreading, analysis ABSTRACT

Keywords: pile, liquefaction, lateral spreading, analysis ABSTRACT Key arameters in seudo-static analysis of iles in liquefying sand Misko Cubrinovski Deartment of Civil Engineering, University of Canterbury, Christchurch 814, New Zealand Keywords: ile, liquefaction,

More information

Uniform Law on the Unit Sphere of a Banach Space

Uniform Law on the Unit Sphere of a Banach Space Uniform Law on the Unit Shere of a Banach Sace by Bernard Beauzamy Société de Calcul Mathématique SA Faubourg Saint Honoré 75008 Paris France Setember 008 Abstract We investigate the construction of a

More information

Metrics Performance Evaluation: Application to Face Recognition

Metrics Performance Evaluation: Application to Face Recognition Metrics Performance Evaluation: Alication to Face Recognition Naser Zaeri, Abeer AlSadeq, and Abdallah Cherri Electrical Engineering Det., Kuwait University, P.O. Box 5969, Safat 6, Kuwait {zaery, abeer,

More information

A filter-based computational homogenization method for handling non-separated scales problems

A filter-based computational homogenization method for handling non-separated scales problems A filter-based comutational homogenization method for handling non-searated scales roblems Julien Yvonnet, Amen Tognevi, Guy Bonnet, Mohamed Guerich To cite this version: Julien Yvonnet, Amen Tognevi,

More information

Estimation of the large covariance matrix with two-step monotone missing data

Estimation of the large covariance matrix with two-step monotone missing data Estimation of the large covariance matrix with two-ste monotone missing data Masashi Hyodo, Nobumichi Shutoh 2, Takashi Seo, and Tatjana Pavlenko 3 Deartment of Mathematical Information Science, Tokyo

More information

Probability Estimates for Multi-class Classification by Pairwise Coupling

Probability Estimates for Multi-class Classification by Pairwise Coupling Probability Estimates for Multi-class Classification by Pairwise Couling Ting-Fan Wu Chih-Jen Lin Deartment of Comuter Science National Taiwan University Taiei 06, Taiwan Ruby C. Weng Deartment of Statistics

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

Pressure-sensitivity Effects on Toughness Measurements of Compact Tension Specimens for Strain-hardening Solids

Pressure-sensitivity Effects on Toughness Measurements of Compact Tension Specimens for Strain-hardening Solids American Journal of Alied Sciences (9): 19-195, 5 ISSN 1546-939 5 Science Publications Pressure-sensitivity Effects on Toughness Measurements of Comact Tension Secimens for Strain-hardening Solids Abdulhamid

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

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

Convex Optimization methods for Computing Channel Capacity

Convex Optimization methods for Computing Channel Capacity Convex Otimization methods for Comuting Channel Caacity Abhishek Sinha Laboratory for Information and Decision Systems (LIDS), MIT sinhaa@mit.edu May 15, 2014 We consider a classical comutational roblem

More information

Optical self-energy of superconducting Pb in the terahertz region

Optical self-energy of superconducting Pb in the terahertz region Otical self-energy of suerconducting Pb in the terahertz region T. Mori, 1 E. J. Nicol, 2, * S. Shiizuka, 1 K. Kuniyasu, 3 T. Nojima, 3 N. Toyota, 1 and J. P. Carbotte 4 1 Physics Deartment, Graduate School

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

On the Fluid Dependence of Rock Compressibility: Biot-Gassmann Refined

On the Fluid Dependence of Rock Compressibility: Biot-Gassmann Refined Downloaded 0/9/3 to 99.86.4.8. Redistribution subject to SEG license or coyright; see Terms of Use at htt://library.seg.org/ On the luid Deendence of Rock Comressibility: Biot-Gassmann Refined Leon Thomsen,

More information

Asymptotically Optimal Simulation Allocation under Dependent Sampling

Asymptotically Optimal Simulation Allocation under Dependent Sampling Asymtotically Otimal Simulation Allocation under Deendent Samling Xiaoing Xiong The Robert H. Smith School of Business, University of Maryland, College Park, MD 20742-1815, USA, xiaoingx@yahoo.com Sandee

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

INFLUENCE OF POROSITY AND MOISTURE ON MECHANICAL PROPERTIES OF CERAMIC BRICK ANALYTICAL HOMOGENISATION APPROACH

INFLUENCE OF POROSITY AND MOISTURE ON MECHANICAL PROPERTIES OF CERAMIC BRICK ANALYTICAL HOMOGENISATION APPROACH 53 Proc. Int. Sym. Brittle Matrix Comosites 11 A.M.Brandt, J.Olek, M.A.Glinicki, C.K.Y.Leung, J.Lis, eds. Warsaw, Setember 28-30, 2015 Institute of Fundamental Technological Research INFLUNC OF POROSITY

More information

arxiv: v2 [cond-mat.stat-mech] 10 Feb 2016

arxiv: v2 [cond-mat.stat-mech] 10 Feb 2016 Surface roerties and scaling behavior of a generalized ballistic deosition model in (1 + 1)-dimension arxiv:141.66v [cond-mat.stat-mech] 1 Feb 16 Baisakhi Mal, 1,, Subhankar Ray, 1, and J. Shamanna, 1

More information

Main Menu. Summary (1)

Main Menu. Summary (1) Elastic roerty changes of bitumen reservoir during steam injection Ayato Kato*, University of Houston, higenobu Onozuka, JOGMEC, and Toru Nakayama, JAPEX ummary Elastic roerty changes of bitumen reservoir

More information

Entropic forces in dilute colloidal systems

Entropic forces in dilute colloidal systems Entroic forces in dilute colloidal systems R. Castañeda-Priego Instituto de Física, Universidad de Guanajuato, Lomas del Bosque 103, Col. Lomas del Camestre, 37150 León, Guanajuato, Mexico A. Rodríguez-Lóez

More information

Identification of the source of the thermoelastic response from orthotropic laminated composites

Identification of the source of the thermoelastic response from orthotropic laminated composites Identification of the source of the thermoelastic resonse from orthotroic laminated comosites S. Sambasivam, S. Quinn and J.M. Dulieu-Barton School of Engineering Sciences, University of Southamton, Highfield,

More information

On Line Parameter Estimation of Electric Systems using the Bacterial Foraging Algorithm

On Line Parameter Estimation of Electric Systems using the Bacterial Foraging Algorithm On Line Parameter Estimation of Electric Systems using the Bacterial Foraging Algorithm Gabriel Noriega, José Restreo, Víctor Guzmán, Maribel Giménez and José Aller Universidad Simón Bolívar Valle de Sartenejas,

More information

A QUATERNIONIC APPROACH to GEOMETRY of CURVES on SPACES of CONSTANT CURVATURE

A QUATERNIONIC APPROACH to GEOMETRY of CURVES on SPACES of CONSTANT CURVATURE INTERNATIONAL JOURNAL OF GEOMETRY Vol. 3 (2014), No. 1, 53-65 A QUATERNIONIC APPROACH to GEOMETRY of CURVES on SPACES of CONSTANT CURVATURE TUNA BAYRAKDAR and A. A. ERG IN Abstract. We construct the Frenet-Serret

More information

Universal Features of the Fluid to Solid Transition for Attractive Colloidal Particles.

Universal Features of the Fluid to Solid Transition for Attractive Colloidal Particles. Universal Features of the Fluid to Solid Transition for Attractive Colloidal Particles. V. Prasad, V. Trae 1, A.D. Dinsmore 2, P.N. Segre 3, L. Cielletti 4 and D.A. Weitz Det. of Physics and DEAS, Harvard

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

Recursive Estimation of the Preisach Density function for a Smart Actuator

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

More information

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

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

More information

REFINED STRAIN ENERGY OF THE SHELL

REFINED STRAIN ENERGY OF THE SHELL REFINED STRAIN ENERGY OF THE SHELL Ryszard A. Walentyński Deartment of Building Structures Theory, Silesian University of Technology, Gliwice, PL44-11, Poland ABSTRACT The aer rovides information on evaluation

More information

A mathematical model for RTM process simulations in geometries with irregular shapes

A mathematical model for RTM process simulations in geometries with irregular shapes Int. Jnl. of Multihysics Volume 8 Number 3 2014 285 A mathematical model for RTM rocess simulations in geometries with irregular shaes Brauner Gonçalves Coutinho 1, Vanja Maria França Bezerra 2, Severino

More information

Comparative study on different walking load models

Comparative study on different walking load models Comarative study on different walking load models *Jining Wang 1) and Jun Chen ) 1), ) Deartment of Structural Engineering, Tongji University, Shanghai, China 1) 1510157@tongji.edu.cn ABSTRACT Since the

More information

Towards understanding the Lorenz curve using the Uniform distribution. Chris J. Stephens. Newcastle City Council, Newcastle upon Tyne, UK

Towards understanding the Lorenz curve using the Uniform distribution. Chris J. Stephens. Newcastle City Council, Newcastle upon Tyne, UK Towards understanding the Lorenz curve using the Uniform distribution Chris J. Stehens Newcastle City Council, Newcastle uon Tyne, UK (For the Gini-Lorenz Conference, University of Siena, Italy, May 2005)

More information

State Estimation with ARMarkov Models

State Estimation with ARMarkov Models Deartment of Mechanical and Aerosace Engineering Technical Reort No. 3046, October 1998. Princeton University, Princeton, NJ. State Estimation with ARMarkov Models Ryoung K. Lim 1 Columbia University,

More information

An Ant Colony Optimization Approach to the Probabilistic Traveling Salesman Problem

An Ant Colony Optimization Approach to the Probabilistic Traveling Salesman Problem An Ant Colony Otimization Aroach to the Probabilistic Traveling Salesman Problem Leonora Bianchi 1, Luca Maria Gambardella 1, and Marco Dorigo 2 1 IDSIA, Strada Cantonale Galleria 2, CH-6928 Manno, Switzerland

More information

MATH 2710: NOTES FOR ANALYSIS

MATH 2710: NOTES FOR ANALYSIS MATH 270: NOTES FOR ANALYSIS The main ideas we will learn from analysis center around the idea of a limit. Limits occurs in several settings. We will start with finite limits of sequences, then cover infinite

More information

Spectral Analysis by Stationary Time Series Modeling

Spectral Analysis by Stationary Time Series Modeling Chater 6 Sectral Analysis by Stationary Time Series Modeling Choosing a arametric model among all the existing models is by itself a difficult roblem. Generally, this is a riori information about the signal

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 Longest Run of Heads

The Longest Run of Heads The Longest Run of Heads Review by Amarioarei Alexandru This aer is a review of older and recent results concerning the distribution of the longest head run in a coin tossing sequence, roblem that arise

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

For q 0; 1; : : : ; `? 1, we have m 0; 1; : : : ; q? 1. The set fh j(x) : j 0; 1; ; : : : ; `? 1g forms a basis for the tness functions dened on the i

For q 0; 1; : : : ; `? 1, we have m 0; 1; : : : ; q? 1. The set fh j(x) : j 0; 1; ; : : : ; `? 1g forms a basis for the tness functions dened on the i Comuting with Haar Functions Sami Khuri Deartment of Mathematics and Comuter Science San Jose State University One Washington Square San Jose, CA 9519-0103, USA khuri@juiter.sjsu.edu Fax: (40)94-500 Keywords:

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

Applications to stochastic PDE

Applications to stochastic PDE 15 Alications to stochastic PE In this final lecture we resent some alications of the theory develoed in this course to stochastic artial differential equations. We concentrate on two secific examles:

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

Design of Isolated Bridges from the Viewpoint of Collapse under Extreme Earthquakes

Design of Isolated Bridges from the Viewpoint of Collapse under Extreme Earthquakes Design of Isolated Bridges from the Viewoint of Collase under Extreme Earthquakes D.W. Chang, Y.T. Lin, C.H. Peng, C.Y. Liou CECI Engineering Consultants, Inc., Taiwan T.Y. Lee National Central University,

More information

Thickness and refractive index measurements using multiple beam interference fringes (FECO)

Thickness and refractive index measurements using multiple beam interference fringes (FECO) Journal of Colloid and Interface Science 264 2003 548 553 Note www.elsevier.com/locate/jcis Thickness and refractive index measurements using multile beam interference fringes FECO Rafael Tadmor, 1 Nianhuan

More information

Modeling the Rheological Characteristics of Flexible High-Yield Pulp-Fibre-Reinforced Bio-Based Nylon 11 Bio-Composite

Modeling the Rheological Characteristics of Flexible High-Yield Pulp-Fibre-Reinforced Bio-Based Nylon 11 Bio-Composite Journal of Encasulation and Adsortion Sciences, 015, 5, 1-10 Published Online March 015 in SciRes. htt://www.scir.org/journal/jeas htt://dx.doi.org/10.436/jeas.015.51001 Modeling the Rheological Characteristics

More information

Morten Frydenberg Section for Biostatistics Version :Friday, 05 September 2014

Morten Frydenberg Section for Biostatistics Version :Friday, 05 September 2014 Morten Frydenberg Section for Biostatistics Version :Friday, 05 Setember 204 All models are aroximations! The best model does not exist! Comlicated models needs a lot of data. lower your ambitions or get

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

On the elasticity of transverse isotropic soft tissues (L)

On the elasticity of transverse isotropic soft tissues (L) J_ID: JAS DOI: 10.1121/1.3559681 Date: 17-March-11 Stage: Page: 1 Total Pages: 5 ID: 3b2server Time: 12:24 I Path: //xinchnasjn/aip/3b2/jas#/vol00000/110099/appfile/ai-jas#110099 1 2 3 4 5 6 7 AQ18 9 10

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

Exact Solutions in Finite Compressible Elasticity via the Complementary Energy Function

Exact Solutions in Finite Compressible Elasticity via the Complementary Energy Function Exact Solutions in Finite Comressible Elasticity via the Comlementary Energy Function Francis Rooney Deartment of Mathematics University of Wisconsin Madison, USA Sean Eberhard Mathematical Institute,

More information

VIBRATION ANALYSIS OF BEAMS WITH MULTIPLE CONSTRAINED LAYER DAMPING PATCHES

VIBRATION ANALYSIS OF BEAMS WITH MULTIPLE CONSTRAINED LAYER DAMPING PATCHES Journal of Sound and Vibration (998) 22(5), 78 85 VIBRATION ANALYSIS OF BEAMS WITH MULTIPLE CONSTRAINED LAYER DAMPING PATCHES Acoustics and Dynamics Laboratory, Deartment of Mechanical Engineering, The

More information

POWER DENSITY OPTIMIZATION OF AN ARRAY OF PIEZOELECTRIC HARVESTERS USING A GENETIC ALGORITHM

POWER DENSITY OPTIMIZATION OF AN ARRAY OF PIEZOELECTRIC HARVESTERS USING A GENETIC ALGORITHM International Worksho SMART MATERIALS, STRUCTURES & NDT in AEROSPACE Conference NDT in Canada 11-4 November 11, Montreal, Quebec, Canada POWER DENSITY OPTIMIZATION OF AN ARRAY OF PIEZOELECTRIC HARVESTERS

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

On the Field of a Stationary Charged Spherical Source

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

More information

Topology Optimization of Three Dimensional Structures under Self-weight and Inertial Forces

Topology Optimization of Three Dimensional Structures under Self-weight and Inertial Forces 6 th World Congresses of Structural and Multidiscilinary Otimization Rio de Janeiro, 30 May - 03 June 2005, Brazil Toology Otimization of Three Dimensional Structures under Self-weight and Inertial Forces

More information

Spin Diffusion and Relaxation in a Nonuniform Magnetic Field.

Spin Diffusion and Relaxation in a Nonuniform Magnetic Field. Sin Diffusion and Relaxation in a Nonuniform Magnetic Field. G.P. Berman, B. M. Chernobrod, V.N. Gorshkov, Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545 V.I. Tsifrinovich

More information

SIMULATION OF DIFFUSION PROCESSES IN LABYRINTHIC DOMAINS BY USING CELLULAR AUTOMATA

SIMULATION OF DIFFUSION PROCESSES IN LABYRINTHIC DOMAINS BY USING CELLULAR AUTOMATA SIMULATION OF DIFFUSION PROCESSES IN LABYRINTHIC DOMAINS BY USING CELLULAR AUTOMATA Udo Buschmann and Thorsten Rankel and Wolfgang Wiechert Deartment of Simulation University of Siegen Paul-Bonatz-Str.

More information

NUMERICAL AND THEORETICAL INVESTIGATIONS ON DETONATION- INERT CONFINEMENT INTERACTIONS

NUMERICAL AND THEORETICAL INVESTIGATIONS ON DETONATION- INERT CONFINEMENT INTERACTIONS NUMERICAL AND THEORETICAL INVESTIGATIONS ON DETONATION- INERT CONFINEMENT INTERACTIONS Tariq D. Aslam and John B. Bdzil Los Alamos National Laboratory Los Alamos, NM 87545 hone: 1-55-667-1367, fax: 1-55-667-6372

More information

HENSEL S LEMMA KEITH CONRAD

HENSEL S LEMMA KEITH CONRAD HENSEL S LEMMA KEITH CONRAD 1. Introduction In the -adic integers, congruences are aroximations: for a and b in Z, a b mod n is the same as a b 1/ n. Turning information modulo one ower of into similar

More information

Elementary Analysis in Q p

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

More information

Adiabatic Shear Bands in Simple and Dipolar Plastic Materials

Adiabatic Shear Bands in Simple and Dipolar Plastic Materials Adiabatic Shear Bands in Simle and Diolar Plastic Materials T W \-1RIGHT us Army Ballistic Research Laboratory Aberdeen Proving Ground, MD 215 R C BATRA University of Missouri-Rolla Rolla, Missouri 6541

More information

A Study on Calculation of Rutting Depth of Pavement Asphalt Concrete Layer In Under Vietnam Conditions

A Study on Calculation of Rutting Depth of Pavement Asphalt Concrete Layer In Under Vietnam Conditions A Study on alculation of Rutting Deth of Pavement Ashalt oncrete Layer In Under Vietnam onditions ao-thang Pham Le-Qui-Don Tecnical University, Vietnam. Hoang-Long Nguyen University of Transort Technology,

More information

t 0 Xt sup X t p c p inf t 0

t 0 Xt sup X t p c p inf t 0 SHARP MAXIMAL L -ESTIMATES FOR MARTINGALES RODRIGO BAÑUELOS AND ADAM OSȨKOWSKI ABSTRACT. Let X be a suermartingale starting from 0 which has only nonnegative jums. For each 0 < < we determine the best

More information

FEM simulation of a crack propagation in a round bar under combined tension and torsion fatigue loading

FEM simulation of a crack propagation in a round bar under combined tension and torsion fatigue loading FEM simulation of a crack roagation in a round bar under combined tension and torsion fatigue loading R.Citarella, M.Leore Det. of Industrial Engineering University of Salerno - Fisciano (SA), Italy. rcitarella@unisa.it

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

Sums of independent random variables

Sums of independent random variables 3 Sums of indeendent random variables This lecture collects a number of estimates for sums of indeendent random variables with values in a Banach sace E. We concentrate on sums of the form N γ nx n, where

More information

Developing A Deterioration Probabilistic Model for Rail Wear

Developing A Deterioration Probabilistic Model for Rail Wear International Journal of Traffic and Transortation Engineering 2012, 1(2): 13-18 DOI: 10.5923/j.ijtte.20120102.02 Develoing A Deterioration Probabilistic Model for Rail Wear Jabbar-Ali Zakeri *, Shahrbanoo

More information

The non-stochastic multi-armed bandit problem

The non-stochastic multi-armed bandit problem Submitted for journal ublication. The non-stochastic multi-armed bandit roblem Peter Auer Institute for Theoretical Comuter Science Graz University of Technology A-8010 Graz (Austria) auer@igi.tu-graz.ac.at

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