A comparative study of parameterized and full thermal-convection models in the interpretation of heat flow from cratons and mobile belts

Size: px
Start display at page:

Download "A comparative study of parameterized and full thermal-convection models in the interpretation of heat flow from cratons and mobile belts"

Transcription

1 Geophys. J. Int. (1993) ll3, A comprtive study of prmeterized nd full therml-convection models in the interprettion of het flow from crtons nd mobile belts Andrew A. Nyblde" nd Henry N. Pollck Deprtment of Geologicl Sciences, University of Michign, Ann Arbor, Michign 48109, USA Accepted 1992 November 2. Received 1992 July 3; in originl form 1991 December 2 SUMMARY Het flow from Archen crtons worldwide is typiclly lower thn from younger mobile belts surrounding them. The contrst in het flow between crtons nd mobile belts hs been ttributed in previous studies to the greter therml resistnce of thicker lithosphere beneth the crtons which impedes the flow of mntle het through the crtons nd forces more mntle het to escpe through thinner mobile belt lithosphere. This interprettion is bsed on therml models which employ prmeterized convection lgorithm to clculte het trnsfer in the sublithospheric mntle. e test this interprettion by compring therml models constructed using the prmeterized convection scheme with models developed using n lgorithm for full therml convection. e show tht therml models constructed using the two different convection lgorithms yield similr surfce het flow nd therml structure to moderte depths within the lithosphere. Therefore, we conclude tht the interprettion of the het-flow observtions in terms of thicker lithosphere under Archen crtons thn under mobile belts is robust in the sense tht surfce het flow is not sensitive to the detils of het trnsfer within the convecting mntle nd how deep mntle het is delivered to the bse of the lithosphere. Key words: convection, crtons, het flow, mobile belts. INTRODUCTION A mrked contrst in het flow between Archen crtons nd younger pre-cmbrin nd Phnerozoic mobile belts is observed in mny shield res round the world (e.g. Morgn 1985; Chpmn & Furlong 1977). For exmple, in southern Afric het flow in the Klhri Crton is m mp2 nd increses to m m-' in the mobile belts surrounding the crton (Nyblde et l. 1990; Bllrd, Pollck & Skinner 1987). Over the pst two decdes there hs been growing number of geophysicl nd petrologicl observtions which support the hypothesis tht the lithosphere extends to depths of severl hundred kilometers beneth Archen crtons (see Jordn 1988, for review). Bllrd & Pollck (1987) interpreted the contrst in het flow between the Klhri Crton nd its surrounding mobile belts within the context of this hypothesis, nd by nlogy, their interprettion cn be pplied to other pre-cmbrin shield * Now t: Deprtment of Geosciences, Pennsylvni Stte University, University Prk, PA 16802, USA. res. Through numericl models, they showed tht the lower het flow in the crton could result entirely from the diversion of deep mntle het from beneth 400 km thick crtonic lithosphere lterlly to thinner mobile belt lithosphere, or lterntively tht if some of the difference in het flow between the crton nd mobile belt rises from differences in crustl het production between the crton nd mobile belt, then less het need be diverted by the crtonic root. In the ltter cse the crtonic lithosphere then need extend only to some 200km depth. In constructing their therml models, Bllrd & Pollck used prmeterized convection lgorithm to clculte het trnsfer in the sublithospheric mntle. They ssumed tht this pproch yields, in time-verged sense, resonbly good representtion of the therml conditions in the convecting mntle nd of the delivery of het to the overlying lithosphere; however, the prmeterized convection lgorithm does not embody full description of mntle convection, nd more complete representtion cn be obtined from full therml convection models. In this pper we test the Bllrd & Pollck interprettion by compring therml models using the prmeterized convection 747

2 748 A. A. Nyblde nd H. N. Pollck lgorithm with models using full therml convection lgorithm to determine if surfce het flow is sensitive to the detils of how mntle het is delivered to the bse of the lithosphere. Our comprtive study hs three prts. e first describe the models, then compre them, nd finlly discuss implictions of the comprison for the Bllrd & Pollck interprettion of het flow from Archen crtons nd mobile belts. MODELS Finite element nlysis is used to solve the governing equtions in both modelling pproches on 64x50 element mesh. The models re heted internlly, nd het trnsfer in the lithosphere is by conduction only. The two pproches differ in how het trnsfer is clculted in the sublithospheric mntle. In the prmeterized convection models, the stedy-stte het conduction eqution is solved with n enhnced therml conductivity, djusted to yield n dibtic temperture grdient beneth the lithosphere (Shrpe & Peltier 1979). For the full convection models, the coupled thermo-mechnicl equtions which govern therml convection in n incompressible fluid with n infinite Prndtl number re solved. These equtions nd their numericl solutions re described by King, Refsky & Hger (1990). In the full convection models, the lithosphere is rigid, the mntle viscosity is constnt, free-slip boundry conditions exist on the sides nd bse of the model, nd there is no het or mss trnsfer cross the sides or bse of the model (i.e. reflecting boundry conditions). Becuse of computtionl limittions we re restricted to models with Ryleigh numbers no higher thn bout lo', somewht lower thn pproprite for the whole mntle. To ccommodte this constrint, one or more of the prmeters tht comprise the Ryleigh number cn be djusted, nd for this study we hve elected to limit the depth extent of our models to 1000 km (lithosphere plus convecting mntle). The therml nd rheologicl prmeters used in the models re given in Tble 1. In both the Prmeterized nd full convection models the crton is locted in the centre of the model to insure tht edge effects do not perturb the therml regime within it. Tble 1. Therml nd rheologicl properties PropeflY coefficient of therml expnsion grvittionl ccelertion sub-lithospheric mntle het production lithospheric mntle het production crustl het production therml conductivity therml diffusivity kinemtic viscosity Vlue 3.0 x 10-5 ~ m s-* 3.5 x 10-8 w m x 10-8 w m x 10-7 m w m-1 K-1 1.O x 10-6 m2 s x 1017 m2 s-l However, becuse the models re symmetric bout their mid-points, we disply only the left hlf of ech model [Figs l() nd (d)]. The models lso include uniform 40km thick crust. In the comprisons to follow, we use simplified version of the models constructed by Bllrd & Pollck. In the first comprison, the crton is 1000 km wide, the crtonic lithosphere is 400 km thick, nd the mobile belt lithosphere is 100km thick. In the second comprison the crtonic lithosphere extends only to 200 km, letting us exmine how vritions in the thickness of crtonic lithosphere ffect results. COMPARISON OF RESULTS Isotherms from the prmeterized nd full therml convection models re shown in Figs l() nd (d). Shllow lithospheric isotherms in the models re generlly similr, but t greter depths they become noticebly different. This is evident from the more closely spced isotherms in the lower hlf of the crtonic lithosphere in the full convection model (Fig. Id) s compred to the prmeterized convection model (Fig. l). In the sublithospheric mntle, the two models show greter differences. Isotherms in the full convection model show n re of cold downwelling, nd ner the bse of the mobile belt lithosphere the convecting mntle hs super-dibtic temperture grdients. 'Stedy-stte' mntle isotherms in the prmeterized convection model re chrcterized by bowing-up under the crton nd pproximtely dibtic temperture grdients beneth the bse of the mobile belt lithosphere. Surfce het flow for ech model is given in Figs l(b) nd (e). The full convection model is time-dependent, nd thus smpling of het flow t different times is shown in Fig. l(e). e verged the curves in Fig. l(e) to produce single time-verged het-flow curve for this model which, together with het flow for the prmeterized convection model, is shown in Fig. 2(). The results re in good greement; both show pronounced difference in het flow between the crton nd mobile belts. Het flow is bout m m-* over the crton nd increses to bout m m-* over the mobile belts. Minor differences include (1) slightly steeper grdient in het flow over the crton-mobile belt contct in the prmeterized convection model, nd (2) slightly lrger contrst in het flow between the crton nd mobile belt in the prmeterized convection model. Figs l(c) nd (f) show tempertures t the bse of the lithosphere. There is good greement between tempertures t the bse of the mobile belt lithosphere in the two models, but not t the bse of the crtonic lithosphere. Tempertures t the bse of the mobile belt lithosphere in both models re bout 1150 C, nd for the crtonic lithosphere, bout 1400 "C on verge in the prmeterized convection model nd bout 1600 C in the full convection model. Additionlly, in the full convection model tempertures vry both temporlly nd sptilly by K t the bse of the mobile belt lithosphere, in contrst to the bse of the crtonic lithosphere where temperture vritions re very smll. The models in Fig. 1 hve lithospheric root extending to depth of 400km beneth the crton. But, Bllrd & Pollck suggested tht if some of the difference in het flow

3 PARAMETERIZED CONVECTION Prmeterized versus full therml convection 749 FULL CONVECTION - Id) L c U 'III1111II1I1II F1 " I n 3+7 E j LL + 45j U - i 35 I I I I I I I I I 1 I I I I I I I I I P = t z 1200 l h I I i E l I- ~ o o ~ l l l i ~ l l l l ~ l l i l ~ l l l l 3 E LL A :OOO C I I 1400 L -I e 1200 Q s 1000 L I I I 1 1 I I I I I I I I Figure 1. Therml models. (-c) nd (d-f) show isotherms in verticl section, surfce het flow, nd tempertures t the bse of the lithosphere for the prmeterized convection model nd the full therml convection model, respectively. In () nd (d), the surfce of the models re t OT, the contour intervl is 2, nd the shded region is the lithosphere. Het flow nd tempertures in (e) nd (f) re displyed t 100 Myr intervls. between the crton nd mobile belt rises from difference in crustl het production between the crton nd mobile belt, then less het need be diverted by the crtonic root, nd the crtonic lithosphere need not extend s deep s 400 km. e hve therefore compred prmeterized nd full convection models tht hve 200 km thick crtonic root s well. As with the models with 400 km thick crtonic lithosphere, there is good greement between surfce het flow in the prmeterized nd full convection models with 200 km thick crtonic lithosphere (Fig. 2b). However, the contrst in het flow between the crton nd mobile belts is only bout 15 m m-*, illustrting the reduced therml resistnce of the less pronounced crtonic root. For the model with 200km thick crtonic lithosphere to be fully consistent with the het flow observtions from southern Afric, t lest n dditionl 5 m mp2 contrst would hve to come from differences in crustl het production between the crton nd mobile belts, s Bllrd & Pollck suggested previously. DISCUSSION The principl observtion from the comprison of prmeterized nd full therml convection models is tht surfce het flow in both models is very similr. The difference in het flow between the two models is less thn 1mm-2 on verge over the mobile belt nd only 1-2 m m-' over the crton. This result clerly indictes

4 750 A. A. Nyblde nd H. N. Pollck 45 Prmeterized Convection i, (,, = 1 1, , 1 1 1, ( 35 N 75 p) E45 l / Prmeterized Convection = 3 Figure 2. () Surfce het flow for the models in Figs l() (dshed curve) nd (d) (solid curve). (b) Surfce het flow for models with 200 km thick crtonic lithosphere. tht surfce het flow is not sensitive to the detils of how het is delivered to the bse of the lithosphere. The similr contrst in het flow between the crton nd mobile belts in both models demonstrtes the effect of the incresed therml resistnce of thick lithosphere beneth the crton postulted by Bllrd & Pollck: flow of het from the mntle through the thicker crtonic lithosphere is impeded nd therefore more mntle het must escpe through the thinner lithosphere of the mobile belts. It is instructive to clculte how much mntle het is diverted in the models from beneth the crtonic lithosphere to the mobile belt lithosphere. Het flow from the crton nd mobile belt in the bsence of ny het diversion cn be determined by summing the het produced within rock columns under the crton nd mobile belts. This clcultion yields het flow of 64 m m-' from the mobile belts nd 57mm-2 from the crton (see Tble 1 for het production vlues). The models in Fig. 1 show het flow from the crton (bout 47 m m-') nd mobile belts (bout 67 m m-') when mntle het is diverted from beneth the crtonic lithosphere to the mobile belt lithosphere. Thus, het flow in the crton is lowered by bout lomm-' by het diversion, nd het flow from the mobile belts is incresed by bout 3mm-*. Conservtion of energy is mintined becuse of the greter re of the mobile belts. There re other observtions tht lso wrrnt discussion. Although we ttribute the contrst in het flow between the I crton nd mobile belts to thicker lithosphere beneth the crton, our results (nd those of Bllrd & Pollck) lso show tht surfce het flow is not sensitive indictor of bsolute lithospheric thickness. This is evident in Fig. 2, by compring het flow for models with 2km nd 400km thick Archen lithosphere; the thickness in Archen lithosphere vries by 200 km between the models, while the difference in het flow between the mobile belts nd the crton chnges by only bout 5-6 m mp2. As discussed bove, tempertures within nd t the bse of the mobile belt lithosphere re similr in both models, but noticeble temperture differences exist between the lower prts of the crtonic lithosphere nd t its bse. This is consistent with the smll difference in crtonic het flow between the two models of bout 2mm-' (Fig. 2). Given therml conductivity of 3.5 m-l K-' for the lithosphere, n increse in bsl (nd surfce) het flow of 2mm-' will crete 230K difference in temperture t the bse of the 400 km thick lithosphere, nd will led to noticeble vritions in isotherms ner the bse of the lithosphere. For the mobile belts, the smller differences in surfce het flow (<1 m m-') nd the lesser thickness of the lithosphere give rise to much smller temperture vritions within the lithosphere nd t its bse. Finlly, there re two results from the full convection model tht my be ttributed, t lest in prt, to the nture of the boundry conditions imposed on the clcultions. The first result is tht temporl nd sptil vritions in tempertures t the bse of the crtonic lithosphere re negligible nd re only between 100-2K t the bse of the mobile belt lithosphere (Fig. If). Becuse of the reflecting boundry conditions used in the model which preclude horizontl mobility of the lithosphere, tempertures t ny point long the bse of the lithosphere my not vry s much s they would in convecting system with dynmic feedbck between moving pltes nd convecting mntle (Gurnis 1988). If there re temperture vritions t the bse of either the mobile belt or crtonic lithosphere which hve lrger mplitudes or persist for longer periods of time thn do the temperture vritions in our model, then surfce het flow could be ffected to somewht greter extent. However, thick lithosphere is strong low-pss filter, nd it is likely tht mny temperture fluctutions would be dmped out within the lithosphere before reching the surfce. Even in convecting system with lrger sptil nd temporl temperture vritions t the bse of the lithosphere, it seems unlikely tht the generl pttern of surfce het flow would be significntly different from the pttern obtined in this study from the full convection model. The second result from the full convection model tht my be ttributed to the boundry conditions is the persistently lrge difference between tempertures t the bse of the mobile belt nd crtonic lithosphere (bout 450 K). Models with dynmiclly intercting pltes nd convection show tht pltes trnslte lterlly s het builds up beneth them, nd this lterl plte motion could diminish the time-verged mntle temperture t the bse of thick crtonic lithosphere by moving the plte from wrmer to colder regions (Gurnis 1988; Gurnis & Zhong 1991). Our model with sttionry lithosphere my therefore represent n end-member model which provides n estimte

5 Prmeterized versus full therml convection 751 of the mximum likely difference between tempertures t the bse of the crtonic nd mobile belt lithosphere. However, decresing the difference in temperture between the bse of the mobile belt nd crtonic lithosphere somewht is lso unlikely to significntly lter the surfce het-flow pttern; s we showed bove, modifying tempertures t the bse of thick crtonic lithosphere by few hundred degrees lters surfce het flow by only few milliwtts per squre metre. CONCLUSION Surfce het flow from therml models employing either prmeterized or full therml convection lgorithms is very similr. The contrst in het flow between the crton nd mobile belts in both models is lso similr, nd demonstrtes the effect of the incresed therml resistnce of thick lithosphere beneth the crton postulted erlier by Bllrd & Pollck (1987). e conclude tht the Bllrd & Pollck interprettion of het flow from crtons nd mobile belts is robust in the sense tht surfce het flow is not sensitive to the detils of het trnsfer within the convecting mntle nd how mntle het is delivered to the bse of the lithosphere. ACKNOLEDGMENTS e thnk Michel Gurnis nd Geoff Dvies for helpful discussions nd Shijie Zhong for computtionl ssistnce with the finite element nlysis. This work hs. been supported in prt by the US Ntionl Science Foundtion grnt EAR REFERENCES Bllrd, S. & Pollck, H. N., Diversion of het by Archen crtons: model for southern Afric, Erth plner. Sci. Lert., 85, Bllrd, S., Pollck, H. N. & Skinner, N. J., Terrestril het flow in Botswn nd Nmibi, J. geophys. Res., 92, Chpmn, D. S. & Furlong, K. P., Continentl het flow-ge reltionships (bstrct), EOS, Trns. Am. geophys. Union, 58, Gurnis, M., Lrge-scle mntle convection nd the ggregtion nd dispersl of supercontinents, Nture, 332, Gurnis, M. & Zhong, S., Genertion of long wvelength heterogeneity in the mntle by the dynmic interction between pltes nd convection, Geophys. Res. Leu., 18, Jordn, T. H., Structure nd formtion of the continentl tectosphere, J. Petrology, Spec. Lithosphere Issue, King, S. D., Refsky, A. & Hger, B. H., ConMn: vectorizing finite element code for incompressible twodimensionl convection in the Erth s mntle, Phys. Erth plnet. Inrer., 59, Morgn, P., Crustl rdiogenic het production nd the selective survivl of ncient continentl crust, 1. geophys. Res., 90, C561-C570. Nyblde, A. A., Pollck, H. N., Jones, D. L., Podmore, F. & Mushyndebvu, M., Terrestril het flow in est nd southern Afric, J. geophys. Res., 95, Shpe, H. N. & Peltier,. R., A therml history model for the Erth with prmeterized convection, Geophys. J. R. str. SOC., 59,

Entropy ISSN

Entropy ISSN Entropy 006, 8[], 50-6 50 Entropy ISSN 099-4300 www.mdpi.org/entropy/ ENTROPY GENERATION IN PRESSURE GRADIENT ASSISTED COUETTE FLOW WITH DIFFERENT THERMAL BOUNDARY CONDITIONS Abdul Aziz Deprtment of Mechnicl

More information

1 Which of the following summarises the change in wave characteristics on going from infra-red to ultraviolet in the electromagnetic spectrum?

1 Which of the following summarises the change in wave characteristics on going from infra-red to ultraviolet in the electromagnetic spectrum? Which of the following summrises the chnge in wve chrcteristics on going from infr-red to ultrviolet in the electromgnetic spectrum? frequency speed (in vcuum) decreses decreses decreses remins constnt

More information

Fig. 1. Open-Loop and Closed-Loop Systems with Plant Variations

Fig. 1. Open-Loop and Closed-Loop Systems with Plant Variations ME 3600 Control ystems Chrcteristics of Open-Loop nd Closed-Loop ystems Importnt Control ystem Chrcteristics o ensitivity of system response to prmetric vritions cn be reduced o rnsient nd stedy-stte responses

More information

CBE 291b - Computation And Optimization For Engineers

CBE 291b - Computation And Optimization For Engineers The University of Western Ontrio Fculty of Engineering Science Deprtment of Chemicl nd Biochemicl Engineering CBE 9b - Computtion And Optimiztion For Engineers Mtlb Project Introduction Prof. A. Jutn Jn

More information

5.7 Improper Integrals

5.7 Improper Integrals 458 pplictions of definite integrls 5.7 Improper Integrls In Section 5.4, we computed the work required to lift pylod of mss m from the surfce of moon of mss nd rdius R to height H bove the surfce of the

More information

CONTRIBUTION TO THE EXTENDED DYNAMIC PLANE SOURCE METHOD

CONTRIBUTION TO THE EXTENDED DYNAMIC PLANE SOURCE METHOD CONTRIBUTION TO THE EXTENDED DYNAMIC PLANE SOURCE METHOD Svetozár Mlinrič Deprtment of Physics, Fculty of Nturl Sciences, Constntine the Philosopher University, Tr. A. Hlinku, SK-949 74 Nitr, Slovki Emil:

More information

Physics 201 Lab 3: Measurement of Earth s local gravitational field I Data Acquisition and Preliminary Analysis Dr. Timothy C. Black Summer I, 2018

Physics 201 Lab 3: Measurement of Earth s local gravitational field I Data Acquisition and Preliminary Analysis Dr. Timothy C. Black Summer I, 2018 Physics 201 Lb 3: Mesurement of Erth s locl grvittionl field I Dt Acquisition nd Preliminry Anlysis Dr. Timothy C. Blck Summer I, 2018 Theoreticl Discussion Grvity is one of the four known fundmentl forces.

More information

Measuring Electron Work Function in Metal

Measuring Electron Work Function in Metal n experiment of the Electron topic Mesuring Electron Work Function in Metl Instructor: 梁生 Office: 7-318 Emil: shling@bjtu.edu.cn Purposes 1. To understnd the concept of electron work function in metl nd

More information

A027 Uncertainties in Local Anisotropy Estimation from Multi-offset VSP Data

A027 Uncertainties in Local Anisotropy Estimation from Multi-offset VSP Data A07 Uncertinties in Locl Anisotropy Estimtion from Multi-offset VSP Dt M. Asghrzdeh* (Curtin University), A. Bon (Curtin University), R. Pevzner (Curtin University), M. Urosevic (Curtin University) & B.

More information

Synoptic Meteorology I: Finite Differences September Partial Derivatives (or, Why Do We Care About Finite Differences?

Synoptic Meteorology I: Finite Differences September Partial Derivatives (or, Why Do We Care About Finite Differences? Synoptic Meteorology I: Finite Differences 16-18 September 2014 Prtil Derivtives (or, Why Do We Cre About Finite Differences?) With the exception of the idel gs lw, the equtions tht govern the evolution

More information

Terminal Velocity and Raindrop Growth

Terminal Velocity and Raindrop Growth Terminl Velocity nd Rindrop Growth Terminl velocity for rindrop represents blnce in which weight mss times grvity is equl to drg force. F 3 π3 ρ L g in which is drop rdius, g is grvittionl ccelertion,

More information

Question 1: Figure 1: Schematic

Question 1: Figure 1: Schematic Question : θ Figure : Schemtic Consider chnnel of height with rectngulr cross section s shown in the sketch. A hinged plnk of length L < nd t n ngle θ is locted t the center of the chnnel. You my ssume

More information

ADVANCEMENT OF THE CLOSELY COUPLED PROBES POTENTIAL DROP TECHNIQUE FOR NDE OF SURFACE CRACKS

ADVANCEMENT OF THE CLOSELY COUPLED PROBES POTENTIAL DROP TECHNIQUE FOR NDE OF SURFACE CRACKS ADVANCEMENT OF THE CLOSELY COUPLED PROBES POTENTIAL DROP TECHNIQUE FOR NDE OF SURFACE CRACKS F. Tkeo 1 nd M. Sk 1 Hchinohe Ntionl College of Technology, Hchinohe, Jpn; Tohoku University, Sendi, Jpn Abstrct:

More information

KINEMATICS OF RIGID BODIES

KINEMATICS OF RIGID BODIES KINEMTICS OF RIGID ODIES Introduction In rigid body kinemtics, e use the reltionships governing the displcement, velocity nd ccelertion, but must lso ccount for the rottionl motion of the body. Description

More information

NUMERICAL INTEGRATION. The inverse process to differentiation in calculus is integration. Mathematically, integration is represented by.

NUMERICAL INTEGRATION. The inverse process to differentiation in calculus is integration. Mathematically, integration is represented by. NUMERICAL INTEGRATION 1 Introduction The inverse process to differentition in clculus is integrtion. Mthemticlly, integrtion is represented by f(x) dx which stnds for the integrl of the function f(x) with

More information

Tests for the Ratio of Two Poisson Rates

Tests for the Ratio of Two Poisson Rates Chpter 437 Tests for the Rtio of Two Poisson Rtes Introduction The Poisson probbility lw gives the probbility distribution of the number of events occurring in specified intervl of time or spce. The Poisson

More information

Driving Cycle Construction of City Road for Hybrid Bus Based on Markov Process Deng Pan1, a, Fengchun Sun1,b*, Hongwen He1, c, Jiankun Peng1, d

Driving Cycle Construction of City Road for Hybrid Bus Based on Markov Process Deng Pan1, a, Fengchun Sun1,b*, Hongwen He1, c, Jiankun Peng1, d Interntionl Industril Informtics nd Computer Engineering Conference (IIICEC 15) Driving Cycle Construction of City Rod for Hybrid Bus Bsed on Mrkov Process Deng Pn1,, Fengchun Sun1,b*, Hongwen He1, c,

More information

Minimum Energy State of Plasmas with an Internal Transport Barrier

Minimum Energy State of Plasmas with an Internal Transport Barrier Minimum Energy Stte of Plsms with n Internl Trnsport Brrier T. Tmno ), I. Ktnum ), Y. Skmoto ) ) Formerly, Plsm Reserch Center, University of Tsukub, Tsukub, Ibrki, Jpn ) Plsm Reserch Center, University

More information

13.4 Work done by Constant Forces

13.4 Work done by Constant Forces 13.4 Work done by Constnt Forces We will begin our discussion of the concept of work by nlyzing the motion of n object in one dimension cted on by constnt forces. Let s consider the following exmple: push

More information

Vorticity. curvature: shear: fluid elements moving in a straight line but at different speeds. t 1 t 2. ATM60, Shu-Hua Chen

Vorticity. curvature: shear: fluid elements moving in a straight line but at different speeds. t 1 t 2. ATM60, Shu-Hua Chen Vorticity We hve previously discussed the ngulr velocity s mesure of rottion of body. This is suitble quntity for body tht retins its shpe but fluid cn distort nd we must consider two components to rottion:

More information

Review of Calculus, cont d

Review of Calculus, cont d Jim Lmbers MAT 460 Fll Semester 2009-10 Lecture 3 Notes These notes correspond to Section 1.1 in the text. Review of Clculus, cont d Riemnn Sums nd the Definite Integrl There re mny cses in which some

More information

P 3 (x) = f(0) + f (0)x + f (0) 2. x 2 + f (0) . In the problem set, you are asked to show, in general, the n th order term is a n = f (n) (0)

P 3 (x) = f(0) + f (0)x + f (0) 2. x 2 + f (0) . In the problem set, you are asked to show, in general, the n th order term is a n = f (n) (0) 1 Tylor polynomils In Section 3.5, we discussed how to pproximte function f(x) round point in terms of its first derivtive f (x) evluted t, tht is using the liner pproximtion f() + f ()(x ). We clled this

More information

State space systems analysis (continued) Stability. A. Definitions A system is said to be Asymptotically Stable (AS) when it satisfies

State space systems analysis (continued) Stability. A. Definitions A system is said to be Asymptotically Stable (AS) when it satisfies Stte spce systems nlysis (continued) Stbility A. Definitions A system is sid to be Asymptoticlly Stble (AS) when it stisfies ut () = 0, t > 0 lim xt () 0. t A system is AS if nd only if the impulse response

More information

First Law of Thermodynamics. Control Mass (Closed System) Conservation of Mass. Conservation of Energy

First Law of Thermodynamics. Control Mass (Closed System) Conservation of Mass. Conservation of Energy First w of hermodynmics Reding Problems 3-3-7 3-0, 3-5, 3-05 5-5- 5-8, 5-5, 5-9, 5-37, 5-0, 5-, 5-63, 5-7, 5-8, 5-09 6-6-5 6-, 6-5, 6-60, 6-80, 6-9, 6-, 6-68, 6-73 Control Mss (Closed System) In this section

More information

Applications of Bernoulli s theorem. Lecture - 7

Applications of Bernoulli s theorem. Lecture - 7 Applictions of Bernoulli s theorem Lecture - 7 Prcticl Applictions of Bernoulli s Theorem The Bernoulli eqution cn be pplied to gret mny situtions not just the pipe flow we hve been considering up to now.

More information

Free-surface formulation of mantle convection-i. Basic theory and application to plumes

Free-surface formulation of mantle convection-i. Basic theory and application to plumes Geophys. J. Int. (1996) 127,78-718 Free-surfce formultion of mntle convection-i. Bsic theory nd ppliction to plumes Shijie Zhong, Michel Gurnis nd Louis Moresi* Seismologicl Lbortory, Cliforni Institute

More information

63. Representation of functions as power series Consider a power series. ( 1) n x 2n for all 1 < x < 1

63. Representation of functions as power series Consider a power series. ( 1) n x 2n for all 1 < x < 1 3 9. SEQUENCES AND SERIES 63. Representtion of functions s power series Consider power series x 2 + x 4 x 6 + x 8 + = ( ) n x 2n It is geometric series with q = x 2 nd therefore it converges for ll q =

More information

Lecture 14: Quadrature

Lecture 14: Quadrature Lecture 14: Qudrture This lecture is concerned with the evlution of integrls fx)dx 1) over finite intervl [, b] The integrnd fx) is ssumed to be rel-vlues nd smooth The pproximtion of n integrl by numericl

More information

x = b a N. (13-1) The set of points used to subdivide the range [a, b] (see Fig. 13.1) is

x = b a N. (13-1) The set of points used to subdivide the range [a, b] (see Fig. 13.1) is Jnury 28, 2002 13. The Integrl The concept of integrtion, nd the motivtion for developing this concept, were described in the previous chpter. Now we must define the integrl, crefully nd completely. According

More information

Freely propagating jet

Freely propagating jet Freely propgting jet Introduction Gseous rectnts re frequently introduced into combustion chmbers s jets. Chemicl, therml nd flow processes tht re tking plce in the jets re so complex tht nlyticl description

More information

Shear and torsion interaction of hollow core slabs

Shear and torsion interaction of hollow core slabs Competitive nd Sustinble Growth Contrct Nº G6RD-CT--6 Sher nd torsion interction of hollow core slbs HOLCOTORS Technicl Report, Rev. Anlyses of hollow core floors December The content of the present publiction

More information

Module 2: Rate Law & Stoichiomtery (Chapter 3, Fogler)

Module 2: Rate Law & Stoichiomtery (Chapter 3, Fogler) CHE 309: Chemicl Rection Engineering Lecture-8 Module 2: Rte Lw & Stoichiomtery (Chpter 3, Fogler) Topics to be covered in tody s lecture Thermodynmics nd Kinetics Rection rtes for reversible rections

More information

5.3 Nonlinear stability of Rayleigh-Bénard convection

5.3 Nonlinear stability of Rayleigh-Bénard convection 118 5.3 Nonliner stbility of Ryleigh-Bénrd convection In Chpter 1, we sw tht liner stbility only tells us whether system is stble or unstble to infinitesimlly-smll perturbtions, nd tht there re cses in

More information

Monte Carlo method in solving numerical integration and differential equation

Monte Carlo method in solving numerical integration and differential equation Monte Crlo method in solving numericl integrtion nd differentil eqution Ye Jin Chemistry Deprtment Duke University yj66@duke.edu Abstrct: Monte Crlo method is commonly used in rel physics problem. The

More information

- 5 - TEST 2. This test is on the final sections of this session's syllabus and. should be attempted by all students.

- 5 - TEST 2. This test is on the final sections of this session's syllabus and. should be attempted by all students. - 5 - TEST 2 This test is on the finl sections of this session's syllbus nd should be ttempted by ll students. Anything written here will not be mrked. - 6 - QUESTION 1 [Mrks 22] A thin non-conducting

More information

Supplementary Material for Wave-pinning and cell polarity from a bistable reaction-diffusion system

Supplementary Material for Wave-pinning and cell polarity from a bistable reaction-diffusion system Supplementry Mteril for Wve-pinning nd cell polrity from bistble rection-diffusion system Yoichiro Mori, Alendr Jilkine nd Leh Edelstein-Keshet Model Comprisons We concentrte here the three systems to

More information

New Expansion and Infinite Series

New Expansion and Infinite Series Interntionl Mthemticl Forum, Vol. 9, 204, no. 22, 06-073 HIKARI Ltd, www.m-hikri.com http://dx.doi.org/0.2988/imf.204.4502 New Expnsion nd Infinite Series Diyun Zhng College of Computer Nnjing University

More information

A smoothed particle hydrodynamics method for evaporating. multiphase flows

A smoothed particle hydrodynamics method for evaporating. multiphase flows A smoothed prticle hydrodynmics method for evporting multiphse flows Xiufeng Yng*, nd Song-Chrng Kong** Deprtment of Mechnicl Engineering, Iow Stte University, Ames, IA 50011, USA * xyng@istte.edu ** kong@istte.edu

More information

Studies on Nuclear Fuel Rod Thermal Performance

Studies on Nuclear Fuel Rod Thermal Performance Avilble online t www.sciencedirect.com Energy Procedi 1 (1) 1 17 Studies on Nucler Fuel od herml Performnce Eskndri, M.1; Bvndi, A ; Mihndoost, A3* 1 Deprtment of Physics, Islmic Azd University, Shirz

More information

SUMMER KNOWHOW STUDY AND LEARNING CENTRE

SUMMER KNOWHOW STUDY AND LEARNING CENTRE SUMMER KNOWHOW STUDY AND LEARNING CENTRE Indices & Logrithms 2 Contents Indices.2 Frctionl Indices.4 Logrithms 6 Exponentil equtions. Simplifying Surds 13 Opertions on Surds..16 Scientific Nottion..18

More information

Thermal Performance of Electrocaloric Refrigeration using Thermal Switches of Fluid Motion and Changing Contact Conductance

Thermal Performance of Electrocaloric Refrigeration using Thermal Switches of Fluid Motion and Changing Contact Conductance Americn Journl of Physics nd Applictions 2016; 4(5): 134-139 http://www.sciencepublishinggroup.com/j/jp doi:.11648/j.jp.20160405.12 ISSN: 2330-4286 (Print); ISSN: 2330-4308 (Online) Therml Performnce of

More information

Partial Derivatives. Limits. For a single variable function f (x), the limit lim

Partial Derivatives. Limits. For a single variable function f (x), the limit lim Limits Prtil Derivtives For single vrible function f (x), the limit lim x f (x) exists only if the right-hnd side limit equls to the left-hnd side limit, i.e., lim f (x) = lim f (x). x x + For two vribles

More information

The heat budget of the atmosphere and the greenhouse effect

The heat budget of the atmosphere and the greenhouse effect The het budget of the tmosphere nd the greenhouse effect 1. Solr rdition 1.1 Solr constnt The rdition coming from the sun is clled solr rdition (shortwve rdition). Most of the solr rdition is visible light

More information

A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H. Thomas Shores Department of Mathematics University of Nebraska Spring 2007

A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H. Thomas Shores Department of Mathematics University of Nebraska Spring 2007 A REVIEW OF CALCULUS CONCEPTS FOR JDEP 384H Thoms Shores Deprtment of Mthemtics University of Nebrsk Spring 2007 Contents Rtes of Chnge nd Derivtives 1 Dierentils 4 Are nd Integrls 5 Multivrite Clculus

More information

Math 1B, lecture 4: Error bounds for numerical methods

Math 1B, lecture 4: Error bounds for numerical methods Mth B, lecture 4: Error bounds for numericl methods Nthn Pflueger 4 September 0 Introduction The five numericl methods descried in the previous lecture ll operte by the sme principle: they pproximte the

More information

A Signal-Level Fusion Model for Image-Based Change Detection in DARPA's Dynamic Database System

A Signal-Level Fusion Model for Image-Based Change Detection in DARPA's Dynamic Database System SPIE Aerosense 001 Conference on Signl Processing, Sensor Fusion, nd Trget Recognition X, April 16-0, Orlndo FL. (Minor errors in published version corrected.) A Signl-Level Fusion Model for Imge-Bsed

More information

Lecture 20: Numerical Integration III

Lecture 20: Numerical Integration III cs4: introduction to numericl nlysis /8/0 Lecture 0: Numericl Integrtion III Instructor: Professor Amos Ron Scribes: Mrk Cowlishw, Yunpeng Li, Nthnel Fillmore For the lst few lectures we hve discussed

More information

25 Which of the following summarises the change in wave characteristics on going from infra-red to ultraviolet in the electromagnetic spectrum?

25 Which of the following summarises the change in wave characteristics on going from infra-red to ultraviolet in the electromagnetic spectrum? PhysicsndMthsTutor.com 25 Which of the following summrises the chnge in wve chrcteristics on going from infr-red to ultrviolet in the electromgnetic spectrum? 972//M/J/2 frequency speed (in vcuum) decreses

More information

The momentum of a body of constant mass m moving with velocity u is, by definition, equal to the product of mass and velocity, that is

The momentum of a body of constant mass m moving with velocity u is, by definition, equal to the product of mass and velocity, that is Newtons Lws 1 Newton s Lws There re three lws which ber Newton s nme nd they re the fundmentls lws upon which the study of dynmics is bsed. The lws re set of sttements tht we believe to be true in most

More information

Rel Gses 1. Gses (N, CO ) which don t obey gs lws or gs eqution P=RT t ll pressure nd tempertures re clled rel gses.. Rel gses obey gs lws t extremely low pressure nd high temperture. Rel gses devited

More information

p-adic Egyptian Fractions

p-adic Egyptian Fractions p-adic Egyptin Frctions Contents 1 Introduction 1 2 Trditionl Egyptin Frctions nd Greedy Algorithm 2 3 Set-up 3 4 p-greedy Algorithm 5 5 p-egyptin Trditionl 10 6 Conclusion 1 Introduction An Egyptin frction

More information

Consequently, the temperature must be the same at each point in the cross section at x. Let:

Consequently, the temperature must be the same at each point in the cross section at x. Let: HW 2 Comments: L1-3. Derive the het eqution for n inhomogeneous rod where the therml coefficients used in the derivtion of the het eqution for homogeneous rod now become functions of position x in the

More information

Simulation of Eclipsing Binary Star Systems. Abstract

Simulation of Eclipsing Binary Star Systems. Abstract Simultion of Eclipsing Binry Str Systems Boris Yim 1, Kenny Chn 1, Rphel Hui 1 Wh Yn College Kowloon Diocesn Boys School Abstrct This report briefly introduces the informtion on eclipsing binry str systems.

More information

We divide the interval [a, b] into subintervals of equal length x = b a n

We divide the interval [a, b] into subintervals of equal length x = b a n Arc Length Given curve C defined by function f(x), we wnt to find the length of this curve between nd b. We do this by using process similr to wht we did in defining the Riemnn Sum of definite integrl:

More information

EFFECT OF RADIATION ON NATURAL CONVECTION FLOW FROM A POROUS VERTICAL PLATE IN PRESENCE OF HEAT GENERATION

EFFECT OF RADIATION ON NATURAL CONVECTION FLOW FROM A POROUS VERTICAL PLATE IN PRESENCE OF HEAT GENERATION EFFECT OF RADIATION ON NATURAL CONVECTION FLOW FROM A POROUS VERTICAL PLATE IN PRESENCE OF HEAT GENERATION Amen Ferdousi 1*, M. Mostfizur Rhmn, Mohmmd Slek Prvez 3, M. A. Alim 4 1 Fculty of EEE, Estern

More information

1 Part II: Numerical Integration

1 Part II: Numerical Integration Mth 4 Lb 1 Prt II: Numericl Integrtion This section includes severl techniques for getting pproimte numericl vlues for definite integrls without using ntiderivtives. Mthemticll, ect nswers re preferble

More information

Predict Global Earth Temperature using Linier Regression

Predict Global Earth Temperature using Linier Regression Predict Globl Erth Temperture using Linier Regression Edwin Swndi Sijbt (23516012) Progrm Studi Mgister Informtik Sekolh Teknik Elektro dn Informtik ITB Jl. Gnesh 10 Bndung 40132, Indonesi 23516012@std.stei.itb.c.id

More information

20 MATHEMATICS POLYNOMIALS

20 MATHEMATICS POLYNOMIALS 0 MATHEMATICS POLYNOMIALS.1 Introduction In Clss IX, you hve studied polynomils in one vrible nd their degrees. Recll tht if p(x) is polynomil in x, the highest power of x in p(x) is clled the degree of

More information

The Wave Equation I. MA 436 Kurt Bryan

The Wave Equation I. MA 436 Kurt Bryan 1 Introduction The Wve Eqution I MA 436 Kurt Bryn Consider string stretching long the x xis, of indeterminte (or even infinite!) length. We wnt to derive n eqution which models the motion of the string

More information

NUMERICAL INTEGRATION

NUMERICAL INTEGRATION NUMERICAL INTEGRATION How do we evlute I = f (x) dx By the fundmentl theorem of clculus, if F (x) is n ntiderivtive of f (x), then I = f (x) dx = F (x) b = F (b) F () However, in prctice most integrls

More information

Calculus - Activity 1 Rate of change of a function at a point.

Calculus - Activity 1 Rate of change of a function at a point. Nme: Clss: p 77 Mths Helper Plus Resource Set. Copright 00 Bruce A. Vughn, Techers Choice Softwre Clculus - Activit Rte of chnge of function t point. ) Strt Mths Helper Plus, then lod the file: Clculus

More information

The steps of the hypothesis test

The steps of the hypothesis test ttisticl Methods I (EXT 7005) Pge 78 Mosquito species Time of dy A B C Mid morning 0.0088 5.4900 5.5000 Mid Afternoon.3400 0.0300 0.8700 Dusk 0.600 5.400 3.000 The Chi squre test sttistic is the sum of

More information

Numerical Integration

Numerical Integration Chpter 5 Numericl Integrtion Numericl integrtion is the study of how the numericl vlue of n integrl cn be found. Methods of function pproximtion discussed in Chpter??, i.e., function pproximtion vi the

More information

Math 113 Exam 2 Practice

Math 113 Exam 2 Practice Mth 3 Exm Prctice Februry 8, 03 Exm will cover 7.4, 7.5, 7.7, 7.8, 8.-3 nd 8.5. Plese note tht integrtion skills lerned in erlier sections will still be needed for the mteril in 7.5, 7.8 nd chpter 8. This

More information

APPROXIMATE INTEGRATION

APPROXIMATE INTEGRATION APPROXIMATE INTEGRATION. Introduction We hve seen tht there re functions whose nti-derivtives cnnot be expressed in closed form. For these resons ny definite integrl involving these integrnds cnnot be

More information

Tangent Line and Tangent Plane Approximations of Definite Integral

Tangent Line and Tangent Plane Approximations of Definite Integral Rose-Hulmn Undergrdute Mthemtics Journl Volume 16 Issue 2 Article 8 Tngent Line nd Tngent Plne Approximtions of Definite Integrl Meghn Peer Sginw Vlley Stte University Follow this nd dditionl works t:

More information

Lecture 19: Continuous Least Squares Approximation

Lecture 19: Continuous Least Squares Approximation Lecture 19: Continuous Lest Squres Approximtion 33 Continuous lest squres pproximtion We begn 31 with the problem of pproximting some f C[, b] with polynomil p P n t the discrete points x, x 1,, x m for

More information

MAT 168: Calculus II with Analytic Geometry. James V. Lambers

MAT 168: Calculus II with Analytic Geometry. James V. Lambers MAT 68: Clculus II with Anlytic Geometry Jmes V. Lmbers Februry 7, Contents Integrls 5. Introduction............................ 5.. Differentil Clculus nd Quotient Formuls...... 5.. Integrl Clculus nd

More information

INVESTIGATION OF BURSA, ESKIKARAAGAC USING VERTICAL ELECTRICAL SOUNDING METHOD

INVESTIGATION OF BURSA, ESKIKARAAGAC USING VERTICAL ELECTRICAL SOUNDING METHOD INVESTIGATION OF BURSA, ESKIKARAAGAC USING VERTICAL ELECTRICAL SOUNDING METHOD Gökçen ERYILMAZ TÜRKKAN, Serdr KORKMAZ Uludg University, Civil Engineering Deprtment, Burs, Turkey geryilmz@uludg.edu.tr,

More information

19 th INTERNATIONAL CONGRESS ON ACOUSTICS MADRID, 2-7 SEPTEMBER 2007 A NON-CONTACT SYSTEM FOR TRANSPORTING OBJECTS USING ULTRASONIC LEVITATION

19 th INTERNATIONAL CONGRESS ON ACOUSTICS MADRID, 2-7 SEPTEMBER 2007 A NON-CONTACT SYSTEM FOR TRANSPORTING OBJECTS USING ULTRASONIC LEVITATION 19 th INTERNATIONAL CONGRESS ON ACOUSTICS MADRID, -7 SEPTEMBER 007 A NON-CONTACT SYSTEM FOR TRANSPORTING OBJECTS USING ULTRASONIC LEVITATION PACS: 3.5.Uv Gudr, Tdeusz 1 ; Perkowski, Dniel ; Opielinski,

More information

A5682: Introduction to Cosmology Course Notes. 4. Cosmic Dynamics: The Friedmann Equation. = GM s

A5682: Introduction to Cosmology Course Notes. 4. Cosmic Dynamics: The Friedmann Equation. = GM s 4. Cosmic Dynmics: The Friedmnn Eqution Reding: Chpter 4 Newtonin Derivtion of the Friedmnn Eqution Consider n isolted sphere of rdius R s nd mss M s, in uniform, isotropic expnsion (Hubble flow). The

More information

Chapter 1. Basic Concepts

Chapter 1. Basic Concepts Socrtes Dilecticl Process: The Þrst step is the seprtion of subject into its elements. After this, by deþning nd discovering more bout its prts, one better comprehends the entire subject Socrtes (469-399)

More information

Scientific notation is a way of expressing really big numbers or really small numbers.

Scientific notation is a way of expressing really big numbers or really small numbers. Scientific Nottion (Stndrd form) Scientific nottion is wy of expressing relly big numbers or relly smll numbers. It is most often used in scientific clcultions where the nlysis must be very precise. Scientific

More information

A Brief Review on Akkar, Sandikkaya and Bommer (ASB13) GMPE

A Brief Review on Akkar, Sandikkaya and Bommer (ASB13) GMPE Southwestern U.S. Ground Motion Chrcteriztion Senior Seismic Hzrd Anlysis Committee Level 3 Workshop #2 October 22-24, 2013 A Brief Review on Akkr, Sndikky nd Bommer (ASB13 GMPE Sinn Akkr Deprtment of

More information

Math& 152 Section Integration by Parts

Math& 152 Section Integration by Parts Mth& 5 Section 7. - Integrtion by Prts Integrtion by prts is rule tht trnsforms the integrl of the product of two functions into other (idelly simpler) integrls. Recll from Clculus I tht given two differentible

More information

ESCI 343 Atmospheric Dynamics II Lesson 14 Inertial/slantwise Instability

ESCI 343 Atmospheric Dynamics II Lesson 14 Inertial/slantwise Instability ESCI 343 Atmospheric Dynmics II Lesson 14 Inertil/slntwise Instbility Reference: An Introduction to Dynmic Meteorology (3 rd edition), J.R. Holton Atmosphere-Ocen Dynmics, A.E. Gill Mesoscle Meteorology

More information

Physics 116C Solution of inhomogeneous ordinary differential equations using Green s functions

Physics 116C Solution of inhomogeneous ordinary differential equations using Green s functions Physics 6C Solution of inhomogeneous ordinry differentil equtions using Green s functions Peter Young November 5, 29 Homogeneous Equtions We hve studied, especilly in long HW problem, second order liner

More information

Summary of equations chapters 7. To make current flow you have to push on the charges. For most materials:

Summary of equations chapters 7. To make current flow you have to push on the charges. For most materials: Summry of equtions chpters 7. To mke current flow you hve to push on the chrges. For most mterils: J E E [] The resistivity is prmeter tht vries more thn 4 orders of mgnitude between silver (.6E-8 Ohm.m)

More information

a < a+ x < a+2 x < < a+n x = b, n A i n f(x i ) x. i=1 i=1

a < a+ x < a+2 x < < a+n x = b, n A i n f(x i ) x. i=1 i=1 Mth 33 Volume Stewrt 5.2 Geometry of integrls. In this section, we will lern how to compute volumes using integrls defined by slice nlysis. First, we recll from Clculus I how to compute res. Given the

More information

4.4 Areas, Integrals and Antiderivatives

4.4 Areas, Integrals and Antiderivatives . res, integrls nd ntiderivtives 333. Ares, Integrls nd Antiderivtives This section explores properties of functions defined s res nd exmines some connections mong res, integrls nd ntiderivtives. In order

More information

Electric Potential. Concepts and Principles. An Alternative Approach. A Gravitational Analogy

Electric Potential. Concepts and Principles. An Alternative Approach. A Gravitational Analogy . Electric Potentil Concepts nd Principles An Alterntive Approch The electric field surrounding electric chrges nd the mgnetic field surrounding moving electric chrges cn both be conceptulized s informtion

More information

UNIT 1 FUNCTIONS AND THEIR INVERSES Lesson 1.4: Logarithmic Functions as Inverses Instruction

UNIT 1 FUNCTIONS AND THEIR INVERSES Lesson 1.4: Logarithmic Functions as Inverses Instruction Lesson : Logrithmic Functions s Inverses Prerequisite Skills This lesson requires the use of the following skills: determining the dependent nd independent vribles in n exponentil function bsed on dt from

More information

Modelling Intermittant Androgen Deprivation Therapy. Alex Browning Dr Matthew Simpson Queensland University of Technology

Modelling Intermittant Androgen Deprivation Therapy. Alex Browning Dr Matthew Simpson Queensland University of Technology Modelling Intermittnt Androgen Deprivtion Therpy Alex Browning Dr Mtthew Simpson Queenslnd University of Technology Introduction Previous wor by Klotz [], hypothesised tht prostte cncer cells my be clssified

More information

Power-Law Behavior of Power Spectra in Low Prandtl Number Rayleigh-Bénard Convection

Power-Law Behavior of Power Spectra in Low Prandtl Number Rayleigh-Bénard Convection Power-Lw Behvior of Power Spectr in Low Prndtl umber Ryleigh-Bénrd Convection M. R. Pul nd M. C. Cross Deprtment of Physics, Cliforni Institute of Technology 114-36, Psden, Cliforni 9115 P. F. Fischer

More information

5.2 Volumes: Disks and Washers

5.2 Volumes: Disks and Washers 4 pplictions of definite integrls 5. Volumes: Disks nd Wshers In the previous section, we computed volumes of solids for which we could determine the re of cross-section or slice. In this section, we restrict

More information

Module 6: LINEAR TRANSFORMATIONS

Module 6: LINEAR TRANSFORMATIONS Module 6: LINEAR TRANSFORMATIONS. Trnsformtions nd mtrices Trnsformtions re generliztions of functions. A vector x in some set S n is mpped into m nother vector y T( x). A trnsformtion is liner if, for

More information

Fully Kinetic Simulations of Ion Beam Neutralization

Fully Kinetic Simulations of Ion Beam Neutralization Fully Kinetic Simultions of Ion Bem Neutrliztion Joseph Wng University of Southern Cliforni Hideyuki Usui Kyoto University E-mil: josephjw@usc.edu; usui@rish.kyoto-u.c.jp 1. Introduction Ion em emission/neutrliztion

More information

The Properties of Stars

The Properties of Stars 10/11/010 The Properties of Strs sses Using Newton s Lw of Grvity to Determine the ss of Celestil ody ny two prticles in the universe ttrct ech other with force tht is directly proportionl to the product

More information

DECAMETER RADIO EMISSION OF THE SUN: RECENT OBSERVATIONS

DECAMETER RADIO EMISSION OF THE SUN: RECENT OBSERVATIONS DECAMETER RADIO EMISSION OF THE SUN: RECENT OBSERVATIONS V. N. Melnik *,H.O.Rucker, A. A. Konovlenko, V. V. Dorovskyy, E. P. Abrnin, nd A. Leccheux Abstrct We present n overview of the recent results in

More information

Mechanics, Oscillations and Waves

Mechanics, Oscillations and Waves PHY472 Dt Provided: Formul sheet nd physicl constnts Dt Provided: A formul sheet nd tble of physicl constnts is ttched to this pper. DEPARTMENT OF PHYSICS & Autumn Semester 2009-2010 ASTRONOMY DEPARTMENT

More information

THE INTERVAL LATTICE BOLTZMANN METHOD FOR TRANSIENT HEAT TRANSFER IN A SILICON THIN FILM

THE INTERVAL LATTICE BOLTZMANN METHOD FOR TRANSIENT HEAT TRANSFER IN A SILICON THIN FILM ROMAI J., v.9, no.2(2013), 173 179 THE INTERVAL LATTICE BOLTZMANN METHOD FOR TRANSIENT HEAT TRANSFER IN A SILICON THIN FILM Alicj Piseck-Belkhyt, Ann Korczk Institute of Computtionl Mechnics nd Engineering,

More information

Applicable Analysis and Discrete Mathematics available online at

Applicable Analysis and Discrete Mathematics available online at Applicble Anlysis nd Discrete Mthemtics vilble online t http://pefmth.etf.rs Appl. Anl. Discrete Mth. 4 (2010), 23 31. doi:10.2298/aadm100201012k NUMERICAL ANALYSIS MEETS NUMBER THEORY: USING ROOTFINDING

More information

Estimation of the particle concentration in hydraulic liquid by the in-line automatic particle counter based on the CMOS image sensor

Estimation of the particle concentration in hydraulic liquid by the in-line automatic particle counter based on the CMOS image sensor Glyndŵr University Reserch Online Conference Presenttion Estimtion of the prticle concentrtion in hydrulic liquid by the in-line utomtic prticle counter bsed on the CMOS imge sensor Kornilin, D.V., Kudryvtsev,

More information

Section 4.8. D v(t j 1 ) t. (4.8.1) j=1

Section 4.8. D v(t j 1 ) t. (4.8.1) j=1 Difference Equtions to Differentil Equtions Section.8 Distnce, Position, nd the Length of Curves Although we motivted the definition of the definite integrl with the notion of re, there re mny pplictions

More information

Math 124A October 04, 2011

Math 124A October 04, 2011 Mth 4A October 04, 0 Viktor Grigoryn 4 Vibrtions nd het flow In this lecture we will derive the wve nd het equtions from physicl principles. These re second order constnt coefficient liner PEs, which model

More information

NOTICE CONCERNING COPYRIGHT RESTRICTIONS

NOTICE CONCERNING COPYRIGHT RESTRICTIONS NOTCE CONCERNNG COPYRGHT RESTRCTONS This document my contin copyrighted mterils. These mterils hve been mde vilble for use in reserch, teching, nd privte study, but my not be used for ny commercil purpose.

More information

Math 131. Numerical Integration Larson Section 4.6

Math 131. Numerical Integration Larson Section 4.6 Mth. Numericl Integrtion Lrson Section. This section looks t couple of methods for pproimting definite integrls numericlly. The gol is to get good pproimtion of the definite integrl in problems where n

More information

12. DYNAMIC ANALYSIS. Force Equilibrium is Fundamental in the Dynamic Analysis of Structures 12.1 INTRODUCTION

12. DYNAMIC ANALYSIS. Force Equilibrium is Fundamental in the Dynamic Analysis of Structures 12.1 INTRODUCTION 12. DYNAMIC ANALYSIS Force Equilibrium is Fundmentl in the Dynmic Anlysis of Structures 12.1 INTRODUCTION { XE "Newton's Second Lw" }All rel physicl structures behve dynmiclly when subjected to lods or

More information

different methods (left endpoint, right endpoint, midpoint, trapezoid, Simpson s).

different methods (left endpoint, right endpoint, midpoint, trapezoid, Simpson s). Mth 1A with Professor Stnkov Worksheet, Discussion #41; Wednesdy, 12/6/217 GSI nme: Roy Zho Problems 1. Write the integrl 3 dx s limit of Riemnn sums. Write it using 2 intervls using the 1 x different

More information

Properties of Integrals, Indefinite Integrals. Goals: Definition of the Definite Integral Integral Calculations using Antiderivatives

Properties of Integrals, Indefinite Integrals. Goals: Definition of the Definite Integral Integral Calculations using Antiderivatives Block #6: Properties of Integrls, Indefinite Integrls Gols: Definition of the Definite Integrl Integrl Clcultions using Antiderivtives Properties of Integrls The Indefinite Integrl 1 Riemnn Sums - 1 Riemnn

More information