Evaluation of Various Types of Wall Boundary Conditions for the Boltzmann Equation

Size: px
Start display at page:

Download "Evaluation of Various Types of Wall Boundary Conditions for the Boltzmann Equation"

Transcription

1 Ealuaton o Vaous Types o Wall Bounday Condtons o the Boltzmann Equaton Chstophe D. Wlson a, Ramesh K. Agawal a, and Felx G. Tcheemssne b a Depatment o Mechancal Engneeng and Mateals Scence Washngton Unesty n St. Lous, Mssou 6330, USA b Mechancs Depatment Computng Cente o Academy o Scence, Moscow, Russa Abstact. Ths pape pesents the ealuaton o seeal sold wall bounday condtons when used n the numecal soluton o the Boltzmann equaton usng the nte-deence/nte-olume methods. Fe sold wall bounday condtons ae consdeed: (a) adsopton, (b) specula electon, (c) duse electon, (d) Maxwellan electon, and (e) adsopte Maxwellan electon. The bounday condtons ae appled on a two-dmensonal dscetzed elocty space mesh. Methods o applyng the same bounday condtons on a thee-dmensonal elocty space gd ae also pesented. The bounday condtons ae mplemented o the numecal soluton o the hypesonc aeed low oe a lat plate usng a thee-dmensonal genealzed Boltzmann equaton (GBE) sole. The deates that contbute to heat tanse and skn cton at the sold bounday ae calculated and compaed. Recommendatons o uthe ealuaton o the bounday condtons ae made. Keywods: Boltzmann Equaton, Bounday Condtons, Hypesonc Flow, Flat Plate PACS: 5.0.+y, Dd INTRODUCTION Applcaton o appopate bounday condtons n the computatonal doman s cucal to obtanng accuate solutons o any poblem beng soled analytcally o numecally. Appopate types o bounday condtons must be mplemented on aous boundaes o the computatonal doman. The aous types o bounday condtons, and whee they ae appled n the computatonal doman, ae dscussed n the ollowng sectons. The man emphass s placed on the sold wall bounday condtons. Fe types o bounday condtons: (a) adsopte, (b) specula electon, (c) duse electon, (d) Maxwellan electon, and (e) adsopte Maxwellan electon ae consdeed, mplemented, and ealuated o the accuacy n computng the skn cton and heat tanse on the sold wall. INFLOW BOUNDARY CONDITION The nlow bounday condton s assumed to be a Dchlet bounday condton. It s assumed that the nlow bounday s at equlbum. A Maxwellan dstbuton uncton centeed at the mean elocty o the ncomng low s used at all the gd ponts o the nlow bounday. Ths condton s mantaned at each tme step. An example o the nlow bounday condton usng the Maxwellan dstbuton uncton s shown on the let sde (L) o Fgue. SOLID WALL BOUNDARY CONDITIONS Fe sold wall bounday condtons ae consdeed o applcaton to the poblem o low aound mmesed bodes adsopton, specula electon, duse electon, Maxwellan electon, and adsopte Maxwellan electon. These bounday condtons ange om elately smple to mplement to dcult to mplement, and om

2 physcally unealstc to equng tunng o the accommodaton coecent to match the empcal data. The omulaton o each o these bounday condtons and the mplementaton ae dscussed n the ollowng sectons. Adsopton The adsopte bounday condton s analogous to the no slp bounday condton o scous walls n contnuum soles. Adsopton needs to be accompaned by a de-adsopte phase n ode o the conseaton o mass to be satsed at the sold wall bounday. An appoach o modelng adsopton/de-adsopton at the wall s to apply a Maxwellan dstbuton centeed at zeo elocty usng the pobablty denstes om the physcal space gd pont at the pecedng tme step. Ths appoach to the adsopte bounday condton, as appled n a two-dmensonal elocty space s llustated n the ght hand sde (R) o Fgue. The nlow bounday condton s also depcted wth the adsopte bounday condton o eeence. The adsopte bounday condton s ndependent o the angle o ncdence o the suace elate to the ncomng low. Applcaton o ths method to a thee-dmensonal elocty space smply noles utlzng the Maxwellan dstbuton that s a uncton o the thee coodnate decton eloctes. FIGURE. Inlow bounday condton (L) and adsopte bounday condton (R) Specula Relecton The specula electon bounday condton mples that molecules elect o o the sold wall wth the angles o ncdence and electon beng equal. A undamental assumpton behnd specula electon s a completely smooth suace. Makng that assumpton s not completely ealstc when smulatng molecula nteactons wth a eal suace. The magntude o the elocty ate the collson s the same as the elocty beoe the collson. Howee, the component o the elocty ecto nomal to the suace changes sgn. The nomal ecto, nˆ o the sold wall needs to be calculated at each physcal space node. Then the elected elocty, elocty, ξ can be elated to the ncdent ξ, usng Equaton (). The pobablty o each pont n the elected elocty space s calculated usng weghted aea ntepolaton o a two-dmensonal elocty space, usng Equaton (2), o weghted olume ntepolaton o a thee-dmensonal elocty space. The elatonshp between the aeas, A, and the pobabltes,, ae shown n Fgue 2. The ntepolated pobablty alue s then tanseed to the elected elocty space gd pont usng Equaton (3). The esults o applyng the specula electon bounday condton n a two-dmensonal elocty space o two angles o ncdence (90 and 0 ) ae shown n Fgues 3. ξ = ξ 2nˆ ( ξ nˆ ) o ˆ n 0 ( ) = ( Am, n m, n + Am, n+ m, n+ + Am+, n m+, n + Am+, n+ m+, n+ ) A ( ξ ) ( ξ ) ξ ξ () = (3) (2)

3 m,n+ m+,n+ A m+,n A m+,\n+ A m,n ( ) ξ A m,n+ m,n m+,n FIGURE 2. Weghted aea aeage o ncdent molecule pobablty undegong specula electon FIGURE 3. Specula electon bounday condton o ncdence angles o 90 (L) and 0 (R) The sold wall bounday suace can be sualzed as a plane wthn the thee-dmensonal elocty space that ntesects the ogn and s pependcula to the suace nomal. In these two-dmensonal epesentatons, the plane collapses to a lne that les wthn the u plane. Agan, the lne uns dectly though the ogn o elocty space. These gues llustate that the dstbuton uncton contaned n the elocty space doman that s located n the decton opposte the suace nomal s elected acoss the plane (o lne) that denes the suace bounday nto the doman o elocty space that s located n the decton o the suace nomal. Fo the suace pependcula to the ncomng low, almost all o the dstbuton uncton s elected nto the upwnd pat o the elocty space doman. At an ncdence angle o 0 (a suace paallel to the ncomng low) only hal o the dstbuton uncton s elected, essentally epoducng the nlow dstbuton uncton. The specula electon bounday condton s equalent to an nscd wall n a contnuum low sole. Duse Relecton The duse electon bounday condton s a bette appoxmaton o the seemngly andom nteacton o molecules wth a ough suace. The duse electon can be modeled by usng unomly dstbuted set o andom numbes to ay the elocty o the elected patcle. The molecula speed alues can be geneated usng the cumulate dstbuton uncton, as pesented by Shen [], shown n Equaton (4). In Equaton (4), ξ s the elected elocty, k s the Boltzmann constant, m s the molecula mass, T s the tempeatue o the molecule undegong the electon, and an s a andom acton unomly dstbuted between zeo and one. Fo a twodmensonal elocty space, the scatteng decton, θ, s detemned om a unomly dstbuted andom numbe between zeo and π, as shown n Equaton (5). Fo a thee-dmensonal elocty space, the scatteng decton n the plane paallel to the suace, φ, also needs to be consdeed. The pe-collson pobabltes ae ncementally dstbuted to the elected elocty space gd usng a smla weghted aea (o olume) appoach as o the specula electon. A total pobablty o each elected elocty space gd pont s detemned by summng all o the ncemental contbutons.

4 2 k ξ = ln( an ) whee 0 an < and β = 2 T β m (4) θ = π an whee 0 an < and φ = 2 π an whee 0 an < (5) FIGURE 4. Duse electon bounday condton o ncdence angles o 90 (L) and 0 (R) The suace s dened n the same manne as o the specula electon. Theeoe, the scatteng decton s dened by an angle elate to the suace nomal ecto. Fo the case whee the suace s pependcula to the ncomng low, the ente dstbuton uncton s elected and scatteed nto the pat o the elocty space doman that les n the decton o the suace nomal. Unlke the specula electon, the dstbuton uncton o the duse electon has the hghest pobablty o a elocty located at the ogn o elocty space. The total pobablty densty o the nlow dstbuton uncton and the dusely elected dstbuton uncton ae equal. When the angle o ncdence eaches 0, only hal o the nlow dstbuton uncton s elected at the bounday. Agan, the total pobablty densty o the nlow dstbuton s the same as the dusely elected dstbuton uncton. Maxwellan Relecton The Maxwellan bounday condton s a combnaton o specula and duse electon. It s assumed that a cetan pecentage o ncdent molecules undego specula electon. The emanng popoton o molecules undegoes duse electon. The pecentage o molecules that undego duse electon s called the accommodaton coecent, α. The esultng pobablty dstbuton s detemned usng Equaton (6). The accommodaton coecent, α, can be adjusted to empcally match expemental data to accuately elect deences n suace popetes. The esults o applyng the Maxwellan electon bounday condton n a twodmensonal elocty space ae shown n Fgue 5. The alue o the accommodaton coecent, α, s equal to 0.5. Maxwellan Duse ( α ) Specula = α + (6) FIGURE 5. Maxwellan electon bounday condton (α = 0.5) o ncdence angles o 90 (L) and 0 (R)

5 The Maxwellan dstbuton, o an accommodaton coecent equal to 0.5, esults n hal o the specula electon bounday condton and hal o the duse electon bounday condton beng epesented n the pat o the elocty space doman located n the decton o the suace nomal. Fo an ncdence angle equal to 90, the duse electon component appeas to be o the same magntude as the nlow dstbuton uncton, but only hal o the dstbuton s pesent (the hal that s n the decton o the suace nomal). The specula electon component appeas to be compsed o a complete Maxwellan dstbuton, but the magntudes ae one hal o the nlow alues. The duse electon pobabltes become less domnant oe the specula electon pobabltes as the angle o ncdence eaches zeo. These obseatons may change a deent accommodaton coecent s selected. I ethe zeo o one ae selected, then the obseatons would be the same as o the specula electon o the duse electon, espectely. Adsopte Maxwellan Relecton The last bounday condton s a combnaton o adsopton and Maxwellan electon. A new coecent, β, s ntoduced to epesent the popoton o molecules that expeence adsopton. The emanng molecules ae assumed to expeence the Maxwellan electon, whch s dstbuted between specula and duse electons accodng to the selected accommodaton coecent, α. The pobablty dstbuton uncton s detemned usng Equaton (7). The esults o applyng the adsopte Maxwellan bounday condton n a two-dmensonal elocty space o aous ncdent angles ae shown n Fgue 6. The two coecents, α and β, ae equal to 0.5 and 0.33, espectely. As a esult, the pobablty dstbuton uncton s compsed o equal pats o adsopton, specula electon, and duse electon. ( ) ( β ) α + ( α ) Adsopte Maxwellan = β Adsopte + Duse (7) Specula FIGURE 6. Adsopte Maxwellan electon bounday condton (α = 0.5, β = 0.33) o ncdence angles o 90 and 0 It s clea by examnng Fgue 6 that the pobabltes assocated wth the specula electon component ae educed beyond that o the Maxwellan electon. The magntude o the duse electon component located at the ogn o the elocty space appeas unchanged. Ths appeaance s due to the act that the adsopte bounday condton, also located at the ogn o the elocty space, now compses pat o the elected bounday condton. It s mpotant to note that the behao noted n the pecedng dscusson wll undoubtedly change deent alues o α and β ae chosen. APPLICATION OF BOUNDARY CONDITIONS TO FLOW OVER A FLAT PLATE The sold wall bounday condtons dscussed n the pecedng sectons wee appled to smulaton o supesonc low oe a lat plate, at Mach 3, usng a dect Boltzmann sole based on the appoach o Tcheemssne [2]. These smulatons wee conducted n ode to make a pelmnay detemnaton egadng the eecteness o each type o bounday condton n smulatng the low nea a sold wall bounday. The equalent Knudsen numbe s 0.5 snce the lat plate extends between 4.0 and 6.0 n the X/λ decton. A wall tempeatue equal to the eesteam alue was assumed o the adsopte bounday condton. An example o the Mach numbe and densty contous s shown o the duse electon bounday condton n Fgue 7. The e bounday condtons can be compaed by calculatng the patal deates that ae popotonal to skn cton and heat tanse, as shown n Equaton (8). Fgue 8 pesents a compason o the skn cton and heat tanse popetes along the suace o the lat plate.

6 c ( U U ) ( Z λ) and q ( T T ) ( Z λ) (8) FIGURE 7. Mach numbe and densty contous o duse electon along a lat plate at Mach 3 FIGURE 8. Compason o deate o skn cton and heat tanse o low along a lat plate at Mach 3 As expected, the heat tanse and skn cton o the specula electon bounday condton s zeo acoss the ente suace o the lat plate. The duse electon bounday condton esults n heat tanse alues that ae not too dssmla om the specula electon alues. Howee, the skn cton alues ae hghe o duse electon. Fo the Maxwellan electon, the skn cton alls between the alues obtaned o specula electon and the duse electon. Inteestngly, the Maxwellan electon esults n absolute alues o heat tanse that ae hghe than those obtaned om ethe specula electon o duse electon. The adsopte bounday condton yelds the hghest skn cton alues and the hghest absolute heat tanse alues. When combned wth the Maxwellan electon, the adsopte bounday condton domnates the heat tanse pocess and esults n a pole that s almost the same as pue adsopton. The adsopte bounday condton also domnates the skn cton alues, but to a lesse extent. SUMMARY Fo smulatng low oe a lat plate, pue adsopton esults n the hghest alues o skn cton and heat tanse. Pue specula electon esults n the lowest alues o skn cton and heat tanse. Duse electon esults n skn cton alues that all between the adsopte and specula electon alues. The Maxwellan electon yelds some lexblty n tunng the skn cton and heat tanse alues acoss the plate. Howee, combnng the adsopte bounday wth the Maxwellan electon enables an een geate degee o lexblty. Ths lexblty wll be extaodnaly useul when attemptng to match numecal smulatons to expemental data. REFERENCES. C. Shen, Raeed Gas Dynamcs: Fundamentals, Smulatons & Mco Flows, Spnge-Velag, Beln, F. G. Tcheemssne, Doklady Physcs 47, (2002).

Scalars and Vectors Scalar

Scalars and Vectors Scalar Scalas and ectos Scala A phscal quantt that s completel chaacteed b a eal numbe (o b ts numecal value) s called a scala. In othe wods a scala possesses onl a magntude. Mass denst volume tempeatue tme eneg

More information

24-2: Electric Potential Energy. 24-1: What is physics

24-2: Electric Potential Energy. 24-1: What is physics D. Iyad SAADEDDIN Chapte 4: Electc Potental Electc potental Enegy and Electc potental Calculatng the E-potental fom E-feld fo dffeent chage dstbutons Calculatng the E-feld fom E-potental Potental of a

More information

Physics 2A Chapter 11 - Universal Gravitation Fall 2017

Physics 2A Chapter 11 - Universal Gravitation Fall 2017 Physcs A Chapte - Unvesal Gavtaton Fall 07 hese notes ae ve pages. A quck summay: he text boxes n the notes contan the esults that wll compse the toolbox o Chapte. hee ae thee sectons: the law o gavtaton,

More information

Remember: When an object falls due to gravity its potential energy decreases.

Remember: When an object falls due to gravity its potential energy decreases. Chapte 5: lectc Potental As mentoned seveal tmes dung the uate Newton s law o gavty and Coulomb s law ae dentcal n the mathematcal om. So, most thngs that ae tue o gavty ae also tue o electostatcs! Hee

More information

Dynamics of Rigid Bodies

Dynamics of Rigid Bodies Dynamcs of Rgd Bodes A gd body s one n whch the dstances between consttuent patcles s constant thoughout the moton of the body,.e. t keeps ts shape. Thee ae two knds of gd body moton: 1. Tanslatonal Rectlnea

More information

PARAMETER ESTIMATION FOR TWO WEIBULL POPULATIONS UNDER JOINT TYPE II CENSORED SCHEME

PARAMETER ESTIMATION FOR TWO WEIBULL POPULATIONS UNDER JOINT TYPE II CENSORED SCHEME Sept 04 Vol 5 No 04 Intenatonal Jounal of Engneeng Appled Scences 0-04 EAAS & ARF All ghts eseed wwweaas-ounalog ISSN305-869 PARAMETER ESTIMATION FOR TWO WEIBULL POPULATIONS UNDER JOINT TYPE II CENSORED

More information

Test 1 phy What mass of a material with density ρ is required to make a hollow spherical shell having inner radius r i and outer radius r o?

Test 1 phy What mass of a material with density ρ is required to make a hollow spherical shell having inner radius r i and outer radius r o? Test 1 phy 0 1. a) What s the pupose of measuement? b) Wte all fou condtons, whch must be satsfed by a scala poduct. (Use dffeent symbols to dstngush opeatons on ectos fom opeatons on numbes.) c) What

More information

Rigid Bodies: Equivalent Systems of Forces

Rigid Bodies: Equivalent Systems of Forces Engneeng Statcs, ENGR 2301 Chapte 3 Rgd Bodes: Equvalent Sstems of oces Intoducton Teatment of a bod as a sngle patcle s not alwas possble. In geneal, the se of the bod and the specfc ponts of applcaton

More information

CSJM University Class: B.Sc.-II Sub:Physics Paper-II Title: Electromagnetics Unit-1: Electrostatics Lecture: 1 to 4

CSJM University Class: B.Sc.-II Sub:Physics Paper-II Title: Electromagnetics Unit-1: Electrostatics Lecture: 1 to 4 CSJM Unvesty Class: B.Sc.-II Sub:Physcs Pape-II Ttle: Electomagnetcs Unt-: Electostatcs Lectue: to 4 Electostatcs: It deals the study of behavo of statc o statonay Chages. Electc Chage: It s popety by

More information

Engineering Mechanics. Force resultants, Torques, Scalar Products, Equivalent Force systems

Engineering Mechanics. Force resultants, Torques, Scalar Products, Equivalent Force systems Engneeng echancs oce esultants, Toques, Scala oducts, Equvalent oce sstems Tata cgaw-hll Companes, 008 Resultant of Two oces foce: acton of one bod on anothe; chaacteed b ts pont of applcaton, magntude,

More information

Lesson 8: Work, Energy, Power (Sections ) Chapter 6 Conservation of Energy

Lesson 8: Work, Energy, Power (Sections ) Chapter 6 Conservation of Energy Lesson 8: Wok, negy, Powe (Sectons 6.-6.8) Chapte 6 Conseaton o negy Today we begn wth a ey useul concept negy. We wll encounte many amla tems that now hae ey specc dentons n physcs. Conseaton o enegy

More information

a v2 r a' (4v) 2 16 v2 mg mg (2.4kg)(9.8m / s 2 ) 23.52N 23.52N N

a v2 r a' (4v) 2 16 v2 mg mg (2.4kg)(9.8m / s 2 ) 23.52N 23.52N N Conceptual ewton s Law Applcaton Test Revew 1. What s the decton o centpetal acceleaton? see unom ccula moton notes 2. What aects the magntude o a ctonal oce? see cton notes 3. What s the deence between

More information

Integral Vector Operations and Related Theorems Applications in Mechanics and E&M

Integral Vector Operations and Related Theorems Applications in Mechanics and E&M Dola Bagayoko (0) Integal Vecto Opeatons and elated Theoems Applcatons n Mechancs and E&M Ι Basc Defnton Please efe to you calculus evewed below. Ι, ΙΙ, andιιι notes and textbooks fo detals on the concepts

More information

Thermodynamics of solids 4. Statistical thermodynamics and the 3 rd law. Kwangheon Park Kyung Hee University Department of Nuclear Engineering

Thermodynamics of solids 4. Statistical thermodynamics and the 3 rd law. Kwangheon Park Kyung Hee University Department of Nuclear Engineering Themodynamcs of solds 4. Statstcal themodynamcs and the 3 d law Kwangheon Pak Kyung Hee Unvesty Depatment of Nuclea Engneeng 4.1. Intoducton to statstcal themodynamcs Classcal themodynamcs Statstcal themodynamcs

More information

A Study about One-Dimensional Steady State. Heat Transfer in Cylindrical and. Spherical Coordinates

A Study about One-Dimensional Steady State. Heat Transfer in Cylindrical and. Spherical Coordinates Appled Mathematcal Scences, Vol. 7, 03, no. 5, 67-633 HIKARI Ltd, www.m-hka.com http://dx.do.og/0.988/ams.03.38448 A Study about One-Dmensonal Steady State Heat ansfe n ylndcal and Sphecal oodnates Lesson

More information

Chapter Fifiteen. Surfaces Revisited

Chapter Fifiteen. Surfaces Revisited Chapte Ffteen ufaces Revsted 15.1 Vecto Descpton of ufaces We look now at the vey specal case of functons : D R 3, whee D R s a nce subset of the plane. We suppose s a nce functon. As the pont ( s, t)

More information

Description Linear Angular position x displacement x rate of change of position v x x v average rate of change of position

Description Linear Angular position x displacement x rate of change of position v x x v average rate of change of position Chapte 5 Ccula Moton The language used to descbe otatonal moton s ey smla to the language used to descbe lnea moton. The symbols ae deent. Descpton Lnea Angula poston dsplacement ate o change o poston

More information

A. Thicknesses and Densities

A. Thicknesses and Densities 10 Lab0 The Eath s Shells A. Thcknesses and Denstes Any theoy of the nteo of the Eath must be consstent wth the fact that ts aggegate densty s 5.5 g/cm (ecall we calculated ths densty last tme). In othe

More information

Multistage Median Ranked Set Sampling for Estimating the Population Median

Multistage Median Ranked Set Sampling for Estimating the Population Median Jounal of Mathematcs and Statstcs 3 (: 58-64 007 ISSN 549-3644 007 Scence Publcatons Multstage Medan Ranked Set Samplng fo Estmatng the Populaton Medan Abdul Azz Jeman Ame Al-Oma and Kamaulzaman Ibahm

More information

The Greatest Deviation Correlation Coefficient and its Geometrical Interpretation

The Greatest Deviation Correlation Coefficient and its Geometrical Interpretation By Rudy A. Gdeon The Unvesty of Montana The Geatest Devaton Coelaton Coeffcent and ts Geometcal Intepetaton The Geatest Devaton Coelaton Coeffcent (GDCC) was ntoduced by Gdeon and Hollste (987). The GDCC

More information

6. Introduction to Transistor Amplifiers: Concepts and Small-Signal Model

6. Introduction to Transistor Amplifiers: Concepts and Small-Signal Model 6. ntoucton to anssto mples: oncepts an Small-Sgnal Moel Lectue notes: Sec. 5 Sea & Smth 6 th E: Sec. 5.4, 5.6 & 6.3-6.4 Sea & Smth 5 th E: Sec. 4.4, 4.6 & 5.3-5.4 EE 65, Wnte203, F. Najmaba Founaton o

More information

Energy in Closed Systems

Energy in Closed Systems Enegy n Closed Systems Anamta Palt palt.anamta@gmal.com Abstact The wtng ndcates a beakdown of the classcal laws. We consde consevaton of enegy wth a many body system n elaton to the nvese squae law and

More information

COMPLEMENTARY ENERGY METHOD FOR CURVED COMPOSITE BEAMS

COMPLEMENTARY ENERGY METHOD FOR CURVED COMPOSITE BEAMS ultscence - XXX. mcocd Intenatonal ultdscplnay Scentfc Confeence Unvesty of skolc Hungay - pl 06 ISBN 978-963-358-3- COPLEENTRY ENERGY ETHOD FOR CURVED COPOSITE BES Ákos József Lengyel István Ecsed ssstant

More information

Journal of Naval Science and Engineering 2015, Vol.11, No.1, pp FINITE DIFFERENCE MODEL OF A CIRCULAR FIN WITH RECTANGULAR PROFILE.

Journal of Naval Science and Engineering 2015, Vol.11, No.1, pp FINITE DIFFERENCE MODEL OF A CIRCULAR FIN WITH RECTANGULAR PROFILE. Jounal o Naval Scence and Engneeng 05 Vol. No. pp.53-67 FINIE DIFFERENCE MODEL OF A CIRCULAR FIN WIH RECANGULAR PROFILE İbahm GİRGİN Cüneyt EZGİ uksh Naval Academy uzla Istanbul ukye ggn@dho.edu.t cezg@dho.edu.t

More information

( ) α is determined to be a solution of the one-dimensional minimization problem: = 2. min = 2

( ) α is determined to be a solution of the one-dimensional minimization problem: = 2. min = 2 Homewo (Patal Solton) Posted on Mach, 999 MEAM 5 Deental Eqaton Methods n Mechancs. Sole the ollowng mat eqaton A b by () Steepest Descent Method and/o Pecondtoned SD Method Snce the coecent mat A s symmetc,

More information

Unit_III Complex Numbers: Some Basic Results: 1. If z = x +iy is a complex number, then the complex number z = x iy is

Unit_III Complex Numbers: Some Basic Results: 1. If z = x +iy is a complex number, then the complex number z = x iy is Unt_III Comple Nmbes: In the sstem o eal nmbes R we can sole all qadatc eqatons o the om a b c, a, and the dscmnant b 4ac. When the dscmnant b 4ac

More information

Rotational Kinematics. Rigid Object about a Fixed Axis Western HS AP Physics 1

Rotational Kinematics. Rigid Object about a Fixed Axis Western HS AP Physics 1 Rotatonal Knematcs Rgd Object about a Fxed Axs Westen HS AP Physcs 1 Leanng Objectes What we know Unfom Ccula Moton q s Centpetal Acceleaton : Centpetal Foce: Non-unfom a F c c m F F F t m ma t What we

More information

Chapter 13 - Universal Gravitation

Chapter 13 - Universal Gravitation Chapte 3 - Unesal Gataton In Chapte 5 we studed Newton s thee laws of moton. In addton to these laws, Newton fomulated the law of unesal gataton. Ths law states that two masses ae attacted by a foce gen

More information

Chapter 5 Circular Motion

Chapter 5 Circular Motion Chapte 5 Ccula Moton In a gd body, the dstances between the pats o the body eman constant. We begn nestgatng the otaton o a gd body. We conclude ou nestgaton n Chapte 8. The language used to descbe otatonal

More information

Review. Physics 231 fall 2007

Review. Physics 231 fall 2007 Reew Physcs 3 all 7 Man ssues Knematcs - moton wth constant acceleaton D moton, D pojectle moton, otatonal moton Dynamcs (oces) Enegy (knetc and potental) (tanslatonal o otatonal moton when detals ae not

More information

4.4 Continuum Thermomechanics

4.4 Continuum Thermomechanics 4.4 Contnuum Themomechancs The classcal themodynamcs s now extended to the themomechancs of a contnuum. The state aables ae allowed to ay thoughout a mateal and pocesses ae allowed to be eesble and moe

More information

Rotating Variable-Thickness Inhomogeneous Cylinders: Part II Viscoelastic Solutions and Applications

Rotating Variable-Thickness Inhomogeneous Cylinders: Part II Viscoelastic Solutions and Applications Appled Mathematcs 010 1 489-498 do:10.436/am.010.16064 Publshed Onlne Decembe 010 (http://www.scrp.og/jounal/am) Rotatng Vaable-Thckness Inhomogeneous Cylndes: Pat II Vscoelastc Solutons and Applcatons

More information

LINEAR MOMENTUM. product of the mass m and the velocity v r of an object r r

LINEAR MOMENTUM. product of the mass m and the velocity v r of an object r r LINEAR MOMENTUM Imagne beng on a skateboad, at est that can move wthout cton on a smooth suace You catch a heavy, slow-movng ball that has been thown to you you begn to move Altenatvely you catch a lght,

More information

Physics 11b Lecture #2. Electric Field Electric Flux Gauss s Law

Physics 11b Lecture #2. Electric Field Electric Flux Gauss s Law Physcs 11b Lectue # Electc Feld Electc Flux Gauss s Law What We Dd Last Tme Electc chage = How object esponds to electc foce Comes n postve and negatve flavos Conseved Electc foce Coulomb s Law F Same

More information

Molecular Dynamic Simulations of Nickel Nanowires at Various Temperatures

Molecular Dynamic Simulations of Nickel Nanowires at Various Temperatures Intenatonal Jounal of Scentfc and Innovatve Mathematcal Reseach (IJSIMR Volume 2, Issue 3, Mach 204, PP 30-305 ISS 2347-307X (Pnt & ISS 2347-342 (Onlne www.acounals.og Molecula Dynamc Smulatons of ckel

More information

V. Principles of Irreversible Thermodynamics. s = S - S 0 (7.3) s = = - g i, k. "Flux": = da i. "Force": = -Â g a ik k = X i. Â J i X i (7.

V. Principles of Irreversible Thermodynamics. s = S - S 0 (7.3) s = = - g i, k. Flux: = da i. Force: = -Â g a ik k = X i. Â J i X i (7. Themodynamcs and Knetcs of Solds 71 V. Pncples of Ievesble Themodynamcs 5. Onsage s Teatment s = S - S 0 = s( a 1, a 2,...) a n = A g - A n (7.6) Equlbum themodynamcs detemnes the paametes of an equlbum

More information

An Approach to Inverse Fuzzy Arithmetic

An Approach to Inverse Fuzzy Arithmetic An Appoach to Invese Fuzzy Athmetc Mchael Hanss Insttute A of Mechancs, Unvesty of Stuttgat Stuttgat, Gemany mhanss@mechaun-stuttgatde Abstact A novel appoach of nvese fuzzy athmetc s ntoduced to successfully

More information

THE TIME-DEPENDENT CLOSE-COUPLING METHOD FOR ELECTRON-IMPACT DIFFERENTIAL IONIZATION CROSS SECTIONS FOR ATOMS AND MOLECULES

THE TIME-DEPENDENT CLOSE-COUPLING METHOD FOR ELECTRON-IMPACT DIFFERENTIAL IONIZATION CROSS SECTIONS FOR ATOMS AND MOLECULES Intenatonal The Tme-Dependent cence Pess Close-Couplng IN: 9-59 Method fo Electon-Impact Dffeental Ionzaton Coss ectons fo Atoms... REVIEW ARTICE THE TIME-DEPENDENT COE-COUPING METHOD FOR EECTRON-IMPACT

More information

The Forming Theory and the NC Machining for The Rotary Burs with the Spectral Edge Distribution

The Forming Theory and the NC Machining for The Rotary Burs with the Spectral Edge Distribution oden Appled Scence The Fomn Theoy and the NC achnn fo The Rotay us wth the Spectal Ede Dstbuton Huan Lu Depatment of echancal Enneen, Zhejan Unvesty of Scence and Technoloy Hanzhou, c.y. chan, 310023,

More information

VEKTORANALYS FLUX INTEGRAL LINE INTEGRAL. and. Kursvecka 2. Kapitel 4 5. Sidor 29 50

VEKTORANALYS FLUX INTEGRAL LINE INTEGRAL. and. Kursvecka 2. Kapitel 4 5. Sidor 29 50 VEKTORANAYS Ksecka INE INTEGRA and UX INTEGRA Kaptel 4 5 Sdo 9 5 A wnd TARGET PROBEM We want to psh a mne cat along a path fom A to B. Bt the wnd s blowng. How mch enegy s needed? (.e. how mch s the wok?

More information

PHY126 Summer Session I, 2008

PHY126 Summer Session I, 2008 PHY6 Summe Sesson I, 8 Most of nfomaton s avalable at: http://nngoup.phscs.sunsb.edu/~chak/phy6-8 ncludng the sllabus and lectue sldes. Read sllabus and watch fo mpotant announcements. Homewok assgnment

More information

Stellar Astrophysics. dt dr. GM r. The current model for treating convection in stellar interiors is called mixing length theory:

Stellar Astrophysics. dt dr. GM r. The current model for treating convection in stellar interiors is called mixing length theory: Stella Astophyscs Ovevew of last lectue: We connected the mean molecula weght to the mass factons X, Y and Z: 1 1 1 = X + Y + μ 1 4 n 1 (1 + 1) = X μ 1 1 A n Z (1 + ) + Y + 4 1+ z A Z We ntoduced the pessue

More information

CSU ATS601 Fall Other reading: Vallis 2.1, 2.2; Marshall and Plumb Ch. 6; Holton Ch. 2; Schubert Ch r or v i = v r + r (3.

CSU ATS601 Fall Other reading: Vallis 2.1, 2.2; Marshall and Plumb Ch. 6; Holton Ch. 2; Schubert Ch r or v i = v r + r (3. 3 Eath s Rotaton 3.1 Rotatng Famewok Othe eadng: Valls 2.1, 2.2; Mashall and Plumb Ch. 6; Holton Ch. 2; Schubet Ch. 3 Consde the poston vecto (the same as C n the fgue above) otatng at angula velocty.

More information

N = N t ; t 0. N is the number of claims paid by the

N = N t ; t 0. N is the number of claims paid by the Iulan MICEA, Ph Mhaela COVIG, Ph Canddate epatment of Mathematcs The Buchaest Academy of Economc Studes an CECHIN-CISTA Uncedt Tac Bank, Lugoj SOME APPOXIMATIONS USE IN THE ISK POCESS OF INSUANCE COMPANY

More information

19 The Born-Oppenheimer Approximation

19 The Born-Oppenheimer Approximation 9 The Bon-Oppenheme Appoxmaton The full nonelatvstc Hamltonan fo a molecule s gven by (n a.u.) Ĥ = A M A A A, Z A + A + >j j (883) Lets ewte the Hamltonan to emphasze the goal as Ĥ = + A A A, >j j M A

More information

Physics 1501 Lecture 19

Physics 1501 Lecture 19 Physcs 1501 ectue 19 Physcs 1501: ectue 19 Today s Agenda Announceents HW#7: due Oct. 1 Mdte 1: aveage 45 % Topcs otatonal Kneatcs otatonal Enegy Moents of Ineta Physcs 1501: ectue 19, Pg 1 Suay (wth copason

More information

TEST-03 TOPIC: MAGNETISM AND MAGNETIC EFFECT OF CURRENT Q.1 Find the magnetic field intensity due to a thin wire carrying current I in the Fig.

TEST-03 TOPIC: MAGNETISM AND MAGNETIC EFFECT OF CURRENT Q.1 Find the magnetic field intensity due to a thin wire carrying current I in the Fig. TEST-03 TPC: MAGNETSM AND MAGNETC EFFECT F CURRENT Q. Fnd the magnetc feld ntensty due to a thn we cayng cuent n the Fg. - R 0 ( + tan) R () 0 ( ) R 0 ( + ) R 0 ( + tan ) R Q. Electons emtted wth neglgble

More information

Transport Coefficients For A GaAs Hydro dynamic Model Extracted From Inhomogeneous Monte Carlo Calculations

Transport Coefficients For A GaAs Hydro dynamic Model Extracted From Inhomogeneous Monte Carlo Calculations Tanspot Coeffcents Fo A GaAs Hydo dynamc Model Extacted Fom Inhomogeneous Monte Calo Calculatons MeKe Ieong and Tngwe Tang Depatment of Electcal and Compute Engneeng Unvesty of Massachusetts, Amhest MA

More information

Chapter 8. Linear Momentum, Impulse, and Collisions

Chapter 8. Linear Momentum, Impulse, and Collisions Chapte 8 Lnea oentu, Ipulse, and Collsons 8. Lnea oentu and Ipulse The lnea oentu p of a patcle of ass ovng wth velocty v s defned as: p " v ote that p s a vecto that ponts n the sae decton as the velocty

More information

Density Functional Theory I

Density Functional Theory I Densty Functonal Theoy I cholas M. Hason Depatment of Chemsty Impeal College Lonon & Computatonal Mateals Scence Daesbuy Laboatoy ncholas.hason@c.ac.uk Densty Functonal Theoy I The Many Electon Schönge

More information

Learning the structure of Bayesian belief networks

Learning the structure of Bayesian belief networks Lectue 17 Leanng the stuctue of Bayesan belef netwoks Mlos Hauskecht mlos@cs.ptt.edu 5329 Sennott Squae Leanng of BBN Leanng. Leanng of paametes of condtonal pobabltes Leanng of the netwok stuctue Vaables:

More information

P 365. r r r )...(1 365

P 365. r r r )...(1 365 SCIENCE WORLD JOURNAL VOL (NO4) 008 www.scecncewoldounal.og ISSN 597-64 SHORT COMMUNICATION ANALYSING THE APPROXIMATION MODEL TO BIRTHDAY PROBLEM *CHOJI, D.N. & DEME, A.C. Depatment of Mathematcs Unvesty

More information

ALL QUESTIONS ARE WORTH 20 POINTS. WORK OUT FIVE PROBLEMS.

ALL QUESTIONS ARE WORTH 20 POINTS. WORK OUT FIVE PROBLEMS. GNRAL PHYSICS PH -3A (D. S. Mov) Test (/3/) key STUDNT NAM: STUDNT d #: -------------------------------------------------------------------------------------------------------------------------------------------

More information

2 dependence in the electrostatic force means that it is also

2 dependence in the electrostatic force means that it is also lectc Potental negy an lectc Potental A scala el, nvolvng magntues only, s oten ease to wo wth when compae to a vecto el. Fo electc els not havng to begn wth vecto ssues woul be nce. To aange ths a scala

More information

UNIT10 PLANE OF REGRESSION

UNIT10 PLANE OF REGRESSION UIT0 PLAE OF REGRESSIO Plane of Regesson Stuctue 0. Intoducton Ojectves 0. Yule s otaton 0. Plane of Regesson fo thee Vaales 0.4 Popetes of Resduals 0.5 Vaance of the Resduals 0.6 Summay 0.7 Solutons /

More information

PHYS Week 5. Reading Journals today from tables. WebAssign due Wed nite

PHYS Week 5. Reading Journals today from tables. WebAssign due Wed nite PHYS 015 -- Week 5 Readng Jounals today fom tables WebAssgn due Wed nte Fo exclusve use n PHYS 015. Not fo e-dstbuton. Some mateals Copyght Unvesty of Coloado, Cengage,, Peason J. Maps. Fundamental Tools

More information

Optimal System for Warm Standby Components in the Presence of Standby Switching Failures, Two Types of Failures and General Repair Time

Optimal System for Warm Standby Components in the Presence of Standby Switching Failures, Two Types of Failures and General Repair Time Intenatonal Jounal of ompute Applcatons (5 ) Volume 44 No, Apl Optmal System fo Wam Standby omponents n the esence of Standby Swtchng Falues, Two Types of Falues and Geneal Repa Tme Mohamed Salah EL-Shebeny

More information

Set of square-integrable function 2 L : function space F

Set of square-integrable function 2 L : function space F Set of squae-ntegable functon L : functon space F Motvaton: In ou pevous dscussons we have seen that fo fee patcles wave equatons (Helmholt o Schödnge) can be expessed n tems of egenvalue equatons. H E,

More information

Physics 111 Lecture 11

Physics 111 Lecture 11 Physcs 111 ectue 11 Angula Momentum SJ 8th Ed.: Chap 11.1 11.4 Recap and Ovevew Coss Poduct Revsted Toque Revsted Angula Momentum Angula Fom o Newton s Second aw Angula Momentum o a System o Patcles Angula

More information

9/12/2013. Microelectronics Circuit Analysis and Design. Modes of Operation. Cross Section of Integrated Circuit npn Transistor

9/12/2013. Microelectronics Circuit Analysis and Design. Modes of Operation. Cross Section of Integrated Circuit npn Transistor Mcoelectoncs Ccut Analyss and Desgn Donald A. Neamen Chapte 5 The pola Juncton Tanssto In ths chapte, we wll: Dscuss the physcal stuctue and opeaton of the bpola juncton tanssto. Undestand the dc analyss

More information

Analytical and Numerical Solutions for a Rotating Annular Disk of Variable Thickness

Analytical and Numerical Solutions for a Rotating Annular Disk of Variable Thickness Appled Mathematcs 00 43-438 do:0.436/am.00.5057 Publshed Onlne Novembe 00 (http://www.scrp.og/jounal/am) Analytcal and Numecal Solutons fo a Rotatng Annula Ds of Vaable Thcness Abstact Ashaf M. Zenou Daoud

More information

DYNAMICS VECTOR MECHANICS FOR ENGINEERS: Kinematics of Rigid Bodies in Three Dimensions. Seventh Edition CHAPTER

DYNAMICS VECTOR MECHANICS FOR ENGINEERS: Kinematics of Rigid Bodies in Three Dimensions. Seventh Edition CHAPTER Edton CAPTER 8 VECTOR MECANCS FOR ENGNEERS: DYNAMCS Fednand P. Bee E. Russell Johnston, J. Lectue Notes: J. Walt Ole Teas Tech Unvest Knematcs of Rgd Bodes n Thee Dmensons 003 The McGaw-ll Companes, nc.

More information

Physics Exam II Chapters 25-29

Physics Exam II Chapters 25-29 Physcs 114 1 Exam II Chaptes 5-9 Answe 8 of the followng 9 questons o poblems. Each one s weghted equally. Clealy mak on you blue book whch numbe you do not want gaded. If you ae not sue whch one you do

More information

Physics 202, Lecture 2. Announcements

Physics 202, Lecture 2. Announcements Physcs 202, Lectue 2 Today s Topcs Announcements Electc Felds Moe on the Electc Foce (Coulomb s Law The Electc Feld Moton of Chaged Patcles n an Electc Feld Announcements Homewok Assgnment #1: WebAssgn

More information

APPLICATIONS OF SEMIGENERALIZED -CLOSED SETS

APPLICATIONS OF SEMIGENERALIZED -CLOSED SETS Intenatonal Jounal of Mathematcal Engneeng Scence ISSN : 22776982 Volume Issue 4 (Apl 202) http://www.mes.com/ https://stes.google.com/ste/mesounal/ APPLICATIONS OF SEMIGENERALIZED CLOSED SETS G.SHANMUGAM,

More information

1. A body will remain in a state of rest, or of uniform motion in a straight line unless it

1. A body will remain in a state of rest, or of uniform motion in a straight line unless it Pncples of Dnamcs: Newton's Laws of moton. : Foce Analss 1. A bod wll eman n a state of est, o of unfom moton n a staght lne unless t s acted b etenal foces to change ts state.. The ate of change of momentum

More information

in Molecular Simulations

in Molecular Simulations A Fast and Accuate Analytcal Method fo the Computaton of Solvent Effects n Molecula Smulatons Thess by Geogos Zamanaos In Patal Fulfllment of the Requements fo the Degee of Docto of Phlosophy Calfona Insttute

More information

Bayesian Assessment of Availabilities and Unavailabilities of Multistate Monotone Systems

Bayesian Assessment of Availabilities and Unavailabilities of Multistate Monotone Systems Dept. of Math. Unvesty of Oslo Statstcal Reseach Repot No 3 ISSN 0806 3842 June 2010 Bayesan Assessment of Avalabltes and Unavalabltes of Multstate Monotone Systems Bent Natvg Jøund Gåsemy Tond Retan June

More information

PHYS 705: Classical Mechanics. Derivation of Lagrange Equations from D Alembert s Principle

PHYS 705: Classical Mechanics. Derivation of Lagrange Equations from D Alembert s Principle 1 PHYS 705: Classcal Mechancs Devaton of Lagange Equatons fom D Alembet s Pncple 2 D Alembet s Pncple Followng a smla agument fo the vtual dsplacement to be consstent wth constants,.e, (no vtual wok fo

More information

The Unique Solution of Stochastic Differential Equations With. Independent Coefficients. Dietrich Ryter.

The Unique Solution of Stochastic Differential Equations With. Independent Coefficients. Dietrich Ryter. The Unque Soluton of Stochastc Dffeental Equatons Wth Independent Coeffcents Detch Ryte RyteDM@gawnet.ch Mdatweg 3 CH-4500 Solothun Swtzeland Phone +4132 621 13 07 SDE s must be solved n the ant-itô sense

More information

Chapter 12 Equilibrium and Elasticity

Chapter 12 Equilibrium and Elasticity Chapte 12 Equlbum and Elastcty In ths chapte we wll defne equlbum and fnd the condtons needed so that an object s at equlbum. We wll then apply these condtons to a vaety of pactcal engneeng poblems of

More information

11/13/ LASER Physics. Light Amplification and Inversion. Outline: Biomedical Optics LASER. Atomic Energy States: 2 Level System

11/13/ LASER Physics. Light Amplification and Inversion. Outline: Biomedical Optics LASER. Atomic Energy States: 2 Level System /3/8 Outlne: omedcal Optcs. SE Physcs ompute sssted lncal Medcne Medcal Faculty Mannhem Hedelbeg Unvesty TheodoKutzeUe 3 6867 Mannhem, Gemany Smon Hubetus, M.Sc. smon.hubetus@medma.unhedelbeg.de www.ma.unhedelbeg.de/nst/cbtm/ckm.

More information

4 SingularValue Decomposition (SVD)

4 SingularValue Decomposition (SVD) /6/00 Z:\ jeh\self\boo Kannan\Jan-5-00\4 SVD 4 SngulaValue Decomposton (SVD) Chapte 4 Pat SVD he sngula value decomposton of a matx s the factozaton of nto the poduct of thee matces = UDV whee the columns

More information

Chapter I Matrices, Vectors, & Vector Calculus 1-1, 1-9, 1-10, 1-11, 1-17, 1-18, 1-25, 1-27, 1-36, 1-37, 1-41.

Chapter I Matrices, Vectors, & Vector Calculus 1-1, 1-9, 1-10, 1-11, 1-17, 1-18, 1-25, 1-27, 1-36, 1-37, 1-41. Chapte I Matces, Vectos, & Vecto Calculus -, -9, -0, -, -7, -8, -5, -7, -36, -37, -4. . Concept of a Scala Consde the aa of patcles shown n the fgue. he mass of the patcle at (,) can be epessed as. M (,

More information

Correspondence Analysis & Related Methods

Correspondence Analysis & Related Methods Coespondence Analyss & Related Methods Ineta contbutons n weghted PCA PCA s a method of data vsualzaton whch epesents the tue postons of ponts n a map whch comes closest to all the ponts, closest n sense

More information

VOF BASED MULTIPHASE LATTICE BOLTZMANN METHOD USING EXPLICIT KINEMATIC BOUNDARY CONDITONS AT THE INTERFACE

VOF BASED MULTIPHASE LATTICE BOLTZMANN METHOD USING EXPLICIT KINEMATIC BOUNDARY CONDITONS AT THE INTERFACE VOF BASED MULTIPHASE LATTICE BOLTZMANN METHOD USING EXPLICIT KINEMATIC BOUNDARY CONDITONS AT THE INTERFACE A Thess Pesented to The Academc Faculty by Deepa Man In Patal Fulllment o the Requements o the

More information

Capítulo. Three Dimensions

Capítulo. Three Dimensions Capítulo Knematcs of Rgd Bodes n Thee Dmensons Mecánca Contents ntoducton Rgd Bod Angula Momentum n Thee Dmensons Pncple of mpulse and Momentum Knetc Eneg Sample Poblem 8. Sample Poblem 8. Moton of a Rgd

More information

Machine Learning. Spectral Clustering. Lecture 23, April 14, Reading: Eric Xing 1

Machine Learning. Spectral Clustering. Lecture 23, April 14, Reading: Eric Xing 1 Machne Leanng -7/5 7/5-78, 78, Spng 8 Spectal Clusteng Ec Xng Lectue 3, pl 4, 8 Readng: Ec Xng Data Clusteng wo dffeent ctea Compactness, e.g., k-means, mxtue models Connectvty, e.g., spectal clusteng

More information

iclicker Quiz a) True b) False Theoretical physics: the eternal quest for a missing minus sign and/or a factor of two. Which will be an issue today?

iclicker Quiz a) True b) False Theoretical physics: the eternal quest for a missing minus sign and/or a factor of two. Which will be an issue today? Clce Quz I egsteed my quz tansmtte va the couse webste (not on the clce.com webste. I ealze that untl I do so, my quz scoes wll not be ecoded. a Tue b False Theoetcal hyscs: the etenal quest fo a mssng

More information

Smoothed Particle Hydrodynamics

Smoothed Particle Hydrodynamics Smooted Patcle Hydodynamcs Applcaton Example Alan Hec Noembe 9, 010 Fluds Nae-Stokes equatons Smooted Patcle Hydodynamcs Smooted Patcle Hydodynamcs Noembe 010 Fluds Lquds, e.g. wate Gasses, e.g. a Plasmas

More information

Event Shape Update. T. Doyle S. Hanlon I. Skillicorn. A. Everett A. Savin. Event Shapes, A. Everett, U. Wisconsin ZEUS Meeting, October 15,

Event Shape Update. T. Doyle S. Hanlon I. Skillicorn. A. Everett A. Savin. Event Shapes, A. Everett, U. Wisconsin ZEUS Meeting, October 15, Event Shape Update A. Eveett A. Savn T. Doyle S. Hanlon I. Skllcon Event Shapes, A. Eveett, U. Wsconsn ZEUS Meetng, Octobe 15, 2003-1 Outlne Pogess of Event Shapes n DIS Smla to publshed pape: Powe Coecton

More information

Physics 201 Lecture 4

Physics 201 Lecture 4 Phscs 1 Lectue 4 ltoda: hapte 3 Lectue 4 v Intoduce scalas and vectos v Peom basc vecto aleba (addton and subtacton) v Inteconvet between atesan & Pola coodnates Stat n nteestn 1D moton poblem: ace 9.8

More information

Some Approximate Analytical Steady-State Solutions for Cylindrical Fin

Some Approximate Analytical Steady-State Solutions for Cylindrical Fin Some Appoxmate Analytcal Steady-State Solutons fo Cylndcal Fn ANITA BRUVERE ANDRIS BUIIS Insttute of Mathematcs and Compute Scence Unvesty of Latva Rana ulv 9 Rga LV459 LATVIA Astact: - In ths pape we

More information

Tian Zheng Department of Statistics Columbia University

Tian Zheng Department of Statistics Columbia University Haplotype Tansmsson Assocaton (HTA) An "Impotance" Measue fo Selectng Genetc Makes Tan Zheng Depatment of Statstcs Columba Unvesty Ths s a jont wok wth Pofesso Shaw-Hwa Lo n the Depatment of Statstcs at

More information

Molecular Dynamics and Monte Carlo Methods

Molecular Dynamics and Monte Carlo Methods May 8, 1 Molecula Modelng and Smulaton Molecula Dynamcs and Monte Calo Methods Agcultual Bonfomatcs Reseach Unt, Gaduate School of Agcultual and Lfe Scences, The Unvesty of Tokyo Tohu Teada 1 Contents

More information

A Brief Guide to Recognizing and Coping With Failures of the Classical Regression Assumptions

A Brief Guide to Recognizing and Coping With Failures of the Classical Regression Assumptions A Bef Gude to Recognzng and Copng Wth Falues of the Classcal Regesson Assumptons Model: Y 1 k X 1 X fxed n epeated samples IID 0, I. Specfcaton Poblems A. Unnecessay explanatoy vaables 1. OLS s no longe

More information

On a New Definition of a Stochastic-based Accuracy Concept of Data Reconciliation-Based Estimators

On a New Definition of a Stochastic-based Accuracy Concept of Data Reconciliation-Based Estimators On a New Defnton of a Stochastc-based Accuacy Concept of Data Reconclaton-Based Estmatos M. Bagajewcz Unesty of Olahoma 100 E. Boyd St., Noman OK 73019, USA Abstact Tadtonally, accuacy of an nstument s

More information

THE EQUIVALENCE OF GRAM-SCHMIDT AND QR FACTORIZATION (page 227) Gram-Schmidt provides another way to compute a QR decomposition: n

THE EQUIVALENCE OF GRAM-SCHMIDT AND QR FACTORIZATION (page 227) Gram-Schmidt provides another way to compute a QR decomposition: n HE EQUIVAENCE OF GRA-SCHID AND QR FACORIZAION (page 7 Ga-Schdt podes anothe way to copute a QR decoposton: n gen ectos,, K, R, Ga-Schdt detenes scalas j such that o + + + [ ] [ ] hs s a QR factozaton of

More information

2/24/2014. The point mass. Impulse for a single collision The impulse of a force is a vector. The Center of Mass. System of particles

2/24/2014. The point mass. Impulse for a single collision The impulse of a force is a vector. The Center of Mass. System of particles /4/04 Chapte 7 Lnea oentu Lnea oentu of a Sngle Patcle Lnea oentu: p υ It s a easue of the patcle s oton It s a vecto, sla to the veloct p υ p υ p υ z z p It also depends on the ass of the object, sla

More information

DRBEM Applied to the 3D Helmholtz Equation and Its Particular Solutions with Various Radial Basis Functions

DRBEM Applied to the 3D Helmholtz Equation and Its Particular Solutions with Various Radial Basis Functions Intenatonal Jounal of Patal Dffeental Equatons and Applcatons, 06, Vol. 4, No., -6 Avalable onlne at http://pubs.scepub.com/jpdea/4// Scence and Educaton Publshng DOI:0.69/jpdea-4-- DRBEM Appled to the

More information

3.1 Electrostatic Potential Energy and Potential Difference

3.1 Electrostatic Potential Energy and Potential Difference 3. lectostatc Potental negy and Potental Dffeence RMMR fom mechancs: - The potental enegy can be defned fo a system only f consevatve foces act between ts consttuents. - Consevatve foces may depend only

More information

Photodisintegration of light nuclei

Photodisintegration of light nuclei Photodsntegaton of lght nucle N Banea The Hebew Unvesty Jeusalem Guseppna Olandn Tento (Italy) Wnfed Ledemann Tento (Italy) Sona Bacca Damstadt (Gemany) Doon Gazt Jeusalem (Isael) Yael Ronen Jeusalem (Isael)

More information

Objectives. Chapter 6. Learning Outcome. Newton's Laws in Action. Reflection: Reflection: 6.2 Gravitational Field

Objectives. Chapter 6. Learning Outcome. Newton's Laws in Action. Reflection: Reflection: 6.2 Gravitational Field Chapte 6 Gataton Objectes 6. Newton's Law o nesal Gataton 6. Gatatonal Feld 6. Gatatonal Potental 6. Satellte oton n Ccula Obts 6.5 scape Velocty Leanng Outcoe (a and use the oula / (b explan the eanng

More information

COMPUTATIONAL METHODS AND ALGORITHMS Vol. I - Methods of Potential Theory - V.I. Agoshkov, P.B. Dubovski

COMPUTATIONAL METHODS AND ALGORITHMS Vol. I - Methods of Potential Theory - V.I. Agoshkov, P.B. Dubovski METHODS OF POTENTIAL THEORY.I. Agoshkov and P.B. Dubovsk Insttute of Numecal Mathematcs, Russan Academy of Scences, Moscow, Russa Keywods: Potental, volume potental, Newton s potental, smple laye potental,

More information

8 Baire Category Theorem and Uniform Boundedness

8 Baire Category Theorem and Uniform Boundedness 8 Bae Categoy Theoem and Unfom Boundedness Pncple 8.1 Bae s Categoy Theoem Valdty of many esults n analyss depends on the completeness popety. Ths popety addesses the nadequacy of the system of atonal

More information

Exact Simplification of Support Vector Solutions

Exact Simplification of Support Vector Solutions Jounal of Machne Leanng Reseach 2 (200) 293-297 Submtted 3/0; Publshed 2/0 Exact Smplfcaton of Suppot Vecto Solutons Tom Downs TD@ITEE.UQ.EDU.AU School of Infomaton Technology and Electcal Engneeng Unvesty

More information

On Maneuvering Target Tracking with Online Observed Colored Glint Noise Parameter Estimation

On Maneuvering Target Tracking with Online Observed Colored Glint Noise Parameter Estimation Wold Academy of Scence, Engneeng and Technology 6 7 On Maneuveng Taget Tacng wth Onlne Obseved Coloed Glnt Nose Paamete Estmaton M. A. Masnad-Sha, and S. A. Banan Abstact In ths pape a compehensve algothm

More information

Uniform Circular Motion

Uniform Circular Motion Unfom Ccul Moton Unfom ccul Moton An object mong t constnt sped n ccle The ntude of the eloct emns constnt The decton of the eloct chnges contnuousl!!!! Snce cceleton s te of chnge of eloct:!! Δ Δt The

More information

THE NEWTONIAN DIFFUSE METHOD FOR COMPUTING AERODYNAMIC FORCES

THE NEWTONIAN DIFFUSE METHOD FOR COMPUTING AERODYNAMIC FORCES m. TECHNCAL MEMORANDUM \ * THE NEWTONAN DFFUSE METHOD FOR COMPUTNG AERODYNAMC FORCES BY W.A. GUSTAFSON LMSD-5132 28 AUGUST 1958 %s t. f a 1 ""'.'. v-'?%, :?-- SSLE8 ana SPAC DVSON ' LCHf BO ARCRAFT CORPORATON.

More information

Khintchine-Type Inequalities and Their Applications in Optimization

Khintchine-Type Inequalities and Their Applications in Optimization Khntchne-Type Inequaltes and The Applcatons n Optmzaton Anthony Man-Cho So Depatment of Systems Engneeng & Engneeng Management The Chnese Unvesty of Hong Kong ISDS-Kolloquum Unvestaet Wen 29 June 2009

More information