Numerical Simulation of the Electrical Double Layer Based on the Poisson-Boltzmann Models for AC Electroosmosis Flows
|
|
- Laurel Brown
- 6 years ago
- Views:
Transcription
1 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble Numecal Smulaton of the lectcal Double Laye Based on the Posson-Boltzmann Models fo AC lectoosmoss Flows Pascale Pham (1), Mattheu Howoth (1), Anne Planat-Chéten (1) and Sedat Tadu (2) (1) CA/LTI - Dépatement des mcotechnologes pou la Bologe et la Santé (2) LGI, UMR 5519, B.P. 53 X 3841 Genoble Cedex Fance coespondng autho: 17 Avenue des Matys, 3854 Genoble cedex 9, Fance, pascale.pham@cea.f Abstact: In ths pape, the analytcal valdaton of Posson-Boltzmann () equaton computed wth Comsol Multphyscs, n the case of a polazed suface n contact wth the electolyte [1]-[2], s fst pesented. Comsol Multphyscs algothms easly handle the hghly nonlnea aspect of the equaton. The lmtatons of the model, that consdes ons as pontlke chages, ae outlned. To account fo the stec effects of the on cowdng at the chaged suface, the Modfed Posson-Boltzmann model, poposed by Klc et al. [3], s analysed fo symmetc electolytes. The M equaton s then coupled to the complex AC electoknetc and the Nave-Stokes equatons to smulate the AC electoosmoss flow obseved nsde an ntedgtated electodes mcosystem [4]-[6]. Keywods: numecal smulaton, Posson- Boltzmann, Fnte lement Method, AC electoknetcs. 1. Intoducton The lectcal Double Laye () epesents the nteface between a sold suface (polazed electode) and an electolyte. The chaged suface attacts neaby counteons and epels coons pesent n the soluton. In mcosystems, the same electostatc phenomenon s also pesent aound chaged nanopatcles (bomolecules, latex beads ) mmesed nto an electolyte: they expeence electostatc nteactons whch gve se to a counteon cloud. The o the counteon cloud s lkely to eact to the appled electc felds and can stongly nfluence vaous electcal phenomena such as delectophoess, electophoess of polyelectolytes (DNA, potens, ) o AC electoknetc flows. RC ccut models ae wdely used by electochemsts fo epesentng the. Howeve, n mcosystems whee appled electc felds can be vey stong because of the vey small dmensons, ths appoxmaton fals [3] [7]. Despte the explosve gowth of multscale modelng fo mcofludcs, whee the contnuum s usually coupled to Molecula Dynamcs technques, we nvestgated hee the use of coupled contnuum models, based on the Posson-Boltzmann () equaton. Fo us, t s nteestng to epesent the usng the Comsol Multphyscs softwae applcaton because ts stong couplng to macoscopc equatons (Nave-Stokes n ou case) s possble. 2. Theoy 2.1 The electcal double laye In ths pape, we consde that electodes ae deally polazable.e. that no electon tansfe (electochemcal) eactons occu at the electode. The model whch gave se to the tem 'electcal double laye' was fst put fowad n the 185's by Helmholtz. In ode fo the nteface to eman neutal, the chage held on a polazed electode s balanced by the edstbuton of ons close to the electode suface. In Helmholtz's vew of ths egon, the attacted ons ae assumed to appoach the electode suface wth a dstance assumed to be lmted to the sze of the on: the oveall esult s two layes of chage (the double laye) and a lnea potental dop whch s confned to ths egon only. A late model put fowad by Gouy and Chapman supposed that ons ae able to move n soluton and so the electostatc nteactons ae n competton wth Bownan moton. The esult s stll a egon close to the electode suface contanng an excess of one type of on but now the potental dop s exponental and occus ove the egon called the dffuse laye:
2 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble suface potental ψ Fgue 1. The Gouy-Chapman epesentaton of the used by the equaton. The most common epesentaton of the lectcal Double Laye () s due to Sten (1924): the s composed of two layes (see Fgue 2). The nne laye (called the compact laye) whch s n contact wth the electode and whee ons ae absobed on to the suface due to hgh electostatc nteactons. Outsde the compact laye, thee s the dffuse double laye: suface potental V zeta potental ζ dffuse laye compact laye dffuse laye Fgue 2. The Sten epesentaton of the composed of the compact laye and the dffuse laye. The vaaton of the electcal potental V thu the (ed lne) s epesented fo the case of a postvely chaged suface. The potental at the nteface between the compact and the dffuse laye s called the zeta potental ζ whch can be detemned fom electoknetcs measuements. 2.2 The Posson-Boltzmann equaton bulk () ψ = bulk () The Posson-Boltzmann () theoy s based on the Gouy-Chapman epesentaton [3]. The dffuse laye s consdeed to be dectly n contact wth the chaged suface who s potental o chage s known (see Fgue 1). z We wll see n ths secton that the theoy pedcts that the suface potental deceases exponentally n the. Ths s the sceenng phenomenon of the suface chages by the counteons. Because the equaton has lmtatons (see secton 3.2), we voluntay name the electc potental used n the equaton by ψ nstead of V used n the Sten epesentaton (Fgue 2). In the equaton, ons ae supposed to be pontlke chages, the onc soluton s supposed to be a dlute soluton (so the ons do not nteact wth each othe) and the solvent (wate) s consdeed as a contnuum delectc of pemttvty ε = ε ε. The chages of the suface nduce an electc potental ψ (V) n the electolyte whch acts on each spece of ons. ach on concentaton dstbuton c (ons/m 3 ) s gven by the Boltzmann dstbuton whee electostatc (z eψ) and themal () eneges balance each othe: c z e ψ = c e (1) c = n c s the on concentaton n the bulk n beng the numbe of ons n the electolyte ( fomula, c s the bulk concentaton), T s the tempeatue (K) and k the Boltzmann constant ( J/K). e s the poton chage ( C) and z s the on chage numbe. Fo convenence, concentatons can be expessed n 3 Mola unt (M = mole/l): M = 1 c N A whee N A s the Avogado s numbe ( ). ach on dstbuton coesponds to a volume fee chage dstbuton q such that: q = z e c (2) In etun, the total fee chage densty q = q = z e c (3) acts on the potental dstbuton thu the Posson equaton whch lnks the electc potental ψ to ts souces (q):. ε ψ = (4) ( ) q Combnng (4) wth (1) gves se to the non lnea Posson-Bolztmann () equaton:
3 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble.( ε ψ) = z ec e z eψ (5) The bounday condtons assocated to the equaton ae the classcal ones used n electostatcs (see Fgue 3). On the electode, the potental ψ coesponds to the followng suface chage densty [8]: σ chaged suface: ψ = ψ o σ ψ = D.n = ε n Fgue 3. Bounday condtons assocated to the equaton fo a 2D sem-nfnte electolyte n contact wth a flat chaged suface. (6) In the patcula case of a bnay symmetc electolyte (fo example KCl o MgSO 4, z z = z c = c c ), the equaton + =, + = becomes the Gouy-Chapman () equaton [1] [3]:. z eψ ( ε ψ) = 2ze c snh (7) 2.3 The Debye-Huckel theoy: the lneazed equaton The lneazaton of the equaton s obtaned unde the assumpton that the electostatc enegy s small compaed to the themal enegy: ψ << ψ T = (8) z e At oom tempeatue (298 K), fo monovalent ons (z = 1) ψ T ~ 26 mv, fo dvalent ons, ψ T ~ 13 mv. Unde assumpton (8), equaton (1) can be lneazed:. ψ = ε n electolyte: equaton z e c ( ε ψ) = ψ bulk (): ψ ( ) = nsulaton: ψ = n S (9) Ths equaton admts the followng soluton: z κ 1 ψ (z) = ζe (1) When movng away fom the polazed electode, the potental deceases exponentally 1 wth a chaactestc length κ called the Debye length: κ 1 = ε z e c (11) The Debye length (λ D ) s wdely used to estmate the thckness because ts smple fomula depends only on the electolyte chaactestcs. In ths pape, we always consde the case of an aqueous electolyte (ε = 78.5) at ambent tempeatue (298 K). 3. Numecal smulaton of the and the M equatons Usng the Debye-Hückel theoy s qute estctve fo mcosystems because appled electode potentals ae often much geate than ψ T. The equaton s hghly non lnea and ou fst concen s evaluatng how Comsol Multphyscs and the Fnte lement Method can handle ths dffculty. 3.1 Analytcal valdaton of the equaton The equaton s mplemented n Comsol Multphyscs as a PD equaton. The valdaton of the numecal model s made by the compason of numecal solutons fom and equatons (5) and (7) wth analytcal solutons n the case of bnay symmetc semnfnte electolytes n contact wth a flat polazed suface [1]: 4 zeψ ψ z) = actan h tanh( ) ze 4 e κ ( z (12) Tests ae pefomed on the geomety of Fgue 3 fo two dffeent types of electolytes (1:1 and 2:2), vaable bulk concentatons, vaable suface potentals ψ. In the two followng fgues, the cuves wee dawn fo suface potentals ψ of +5 mv and +1V and bulk concentatons c of.1m and.1m.
4 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble The numecal soluton of both the CG equaton (5) and the equaton (7) s n a good ageement wth the analytc soluton (12) KCl +.1V M 5 mv analytc thckness (nm) Debye Huckel M bulk concentaton (M) Fgue 4. Compason of numecal (black =, blue = ) and analytcal (ed) electc potentals fo a 1:1 electolyte at bulk concentatons of.1 M and.1 M. ψ = +5mV. s the dstance fom the electode suface V.1 M analytc Fgue 5. Compason of numecal (black =, blue = ) and analytcal (ed) electc potentals fo a 1:1 electolyte at bulk concentaton of.1 M and ψ = +1V. Fgue 6 compaes the Debye length wth the wdth ( L ) computed fom the and the solutons accodng to the bulk concentaton of a KCl electolyte, fo the appled voltage +.1V. As expected, the Debye length undeestmates the wdth and the eo commtted when usng (11) s qute mpotant. It nceases wth the bulk concentaton. Fgue 6. The wdth L accodng to the bulk concentaton fo KCl, at +.1V: fom soluton (blue), soluton (black) and Debye length fomula (11) (ed). 3.2 Lmtatons of the equaton valdty One could expect that the equaton (and the equaton fo bnay symmetc electolytes), when fully solved n the non lnea egme (ψ > ψ T ), would gve a good estmaton of the. Howeve, even at lage appled potentals, the and the CG equatons have lmted applcablty. One of the assumptons made n the equaton s that ons ae pontlke chages. Ths means that the ons ae consdeed to have no sze. The consequence s that the equaton can pedct an nfnte concentaton of counte-ons nea the chaged suface, whch s not ealstc. Fo example, fo the aqueous electolyte (Na +, Cl - ), at a bulk concentaton of 1 mm, ambent tempeatue and ψ = +1V, the suface chage calculated fom expesson (6) coesponds to a concentaton of sphecal counte-ons (Cl - ) of ons/m 3 hence M! Ths would mean that the chlode on adus s m whch s 1 tmes smalle than the eal value. Hee we use the numecal model to detemne the aea n whch the equaton s vald, the lmt beng gven by the stec effect whch coesponds to a maxmum concentaton eached at the chaged suface due to the hydated on cowdng.
5 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble hydodynamc adus (nm) [9] maxmum concentaton (ons/m 3 ) fo a face cented cubc packng [1] maxmum concentaton (M) ) fo a face cented cubc packng maxmum concentaton (M) fo Klc M model [3] Na + K + Mg 2+ Cl - SO Table 1. xamples of hydodynamc adus and maxmum concentaton epesentng the stec lmt fo seveal ons. In Table 1, the stec lmt s estmated fom the face cented cubc sphee packng model [1] fo whch the packng densty s.74 and fom the Klc model [3] whee each on of damete a s supposed to occupy a volume equals to a 3. Usng the stec lmt values of Table 1 (fo the face cented cubc model), Fgue 7 epots the equaton valdty domans n tems of the appled voltage ψ and the bulk concentaton foa KCl and MgCl 2. These calculatons show that the valdty doman beyond the lnea appoxmaton s estcted to voltages of seveal hundeds of mv. suface potental (mv) Cl n MgCl2 K + n KCl Cl n KCl Mg 2 + n MgCl2 3.3 The Modfed Posson-Boltzmann (M) equaton Recently, an equaton takng nto account the stec effects of the ons has been poposed by Klc et al [3]. It s called the Modfed Posson- Boltzmann (M) equaton. In the M equaton, the Boltzmann dstbuton pat of the equaton s modfed. The modfed Boltzmann dstbuton s gven by the followng expesson: c e c = νsnh z eψ z eψ 2 (13) whee ν s the packng paamete such as ν = 2 a 3 c and a s the effectve on sze. We consde hee a as the damete of the hydated on, see Table 1. Fo a bnay symmetc z:z electolyte, the M equaton can be wtten as follows [3]:. ( ε ψ) = zec 1+ z eψ 2snh 2 2 z eψ 2νsnh 2 (14) The M equaton (14) can be genealzed to non symmetc electolytes by combnng (13) wth (4). In Fgue 8, fomula (13) s plotted vesus the appled voltage ψ and compaed to the dstbuton (1). The dstbuton pedcts a contnuous ncease of the concentaton of the ons at the suface wth the suface potental. Wth the M dstbuton, the concentaton of each on satuates and cannot exceed the stec lmt gven by a bulk concentaton (M) Fgue 7. Valdty domans of the equaton fo KCl and MgCl 2 electolytes.
6 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble suface concentaton (% of max) stec lmt M.1M Fgue 8. Compason of the suface concentaton (% of the maxmum concentaton gven by the stec lmt) fo the dstbuton (blue) and the M dstbuton (ed) accodng to the postve appled voltage. The anon s Cl - and ts bulk concentaton s.1m. On Fgue 9, the M equaton has been solved fo quas-lnea condtons (+.1V,.1M fo KCl): as expected, the M soluton and the soluton ae dentcal M.1V, Cl.1M Fgue 9. Valdaton of the M equaton on a quaslnea case (KCl electolyte, +.1V,.1 M) by compason wth and solutons. Fo hghe voltages (+1V, see Fgue 1), the M and solutons do not ovelap anymoe because the equaton valdty fals. The M equaton pedcts an wdth much bgge (~.2 nm) than the one gven by the soluton (<<.1 nm). The cowdng effect at the chaged suface epels the counteons nto the dffuse laye and povdes a much lage wdth than what the equaton s pedctng M 1V, Cl.1M zoom zoom M 1V, Cl.1M Fgue 1., M and solutons fo a KCl electolyte of bulk concentaton.1m and a hgh suface potental (+1V). The lowe fgue s a zoom of the uppe one nea the chaged suface. Next fgue plots the chlode concentaton pofle coespondng to the pevous potental pofle: nea the chaged suface, the cuve clealy shows that the M model lmts the concentaton to ts maxmum value (117 M fo Cl -, see Table 1): Cl concentaton (M) V,.1M Fgue 11. The Cl - concentaton pofle gven by the M equaton fo a KCl electolyte of bulk concentaton.1m and a hgh appled suface potental (+1V). 3.4 Gettng convegence dung the and the M equaton computaton The pevous numecal esults show that the hghe the electode potental ψ s, the hghe the non lneaty of the poblem s. To obtan a good convegence of the soluton, seveal tcks ae used. Fst, the mesh s hghly efned nea the electode suface whee gadents ae vey steep. The one dmensonal chaacte of the soluton allows the use of quadlateal elements wth low qualty: the mapped mesh has the advantage to educe dastcally the total numbe of Fnte lements and so the soluton tme and the memoy equements. Second, pevous solutons obtaned fom the soluton and/o
7 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble wth lowe appled voltages wee used as ntal condton by selectng the estat button. 4. Couplng the M equaton wth the Nave-Stokes equaton fo AC electoosmoss AC electoosmoss s the flud flow nduced above a chaged suface by the dft of the moble chages by the electc feld. The convecton of the fee chages n the can be neglected n compason wth the dft [11] leadng to a weak couplng between the electcal stess and the flud flow. In most papes whch deal wth ac electoosmoss modelng, the thn double laye appoxmaton unde the lnea egme s used fo the [4]-[6]. The s estmated fom the Debye-Hückel theoy and s not ncluded nsde the computaton doman. The electc feld nsde the bulk s computed wth the ac electoknetc equaton (see (16)) connected to the thu a Neumman bounday condton (18). The flud moton s obtaned fom the Nave-Stokes equaton (2) whee the electcal stess acts as a slp velocty mposed as a bounday condton on the electode suface. Ths slp velocty s estmated fom empcal paametes (the capactance of the compact and the dffuse layes) and the tangental component of the electc feld gven by (16). Ou goal hee s to take off these empcal paametes fom the numecal model. Ths supposes that the s fully epesented nsde the computaton doman fo the flud moton. The electcal volume foce actng nsde the on the flud s not tansfomed nto a slp velocty. The numecal dffculty hee s the multscale couplng that has to be pefomed: the, whch s tens of nm wde, has to be ncluded n a mcosystem whch sze eaches 1 mm. 4.1 Ac electoomoss equatons In ou numecal model, we use the M equaton to estmate moe pecsely the featues: the wdth fo the electc feld calculaton nsde the bulk and the fee chage densty fo the velocty feld. The s assumed to be a capactance pe unt aea C (C/m 2 ) such that: C ε = (15) L whee L s the wdth computed fom the M equaton (14). Unde AC voltages of angula fequency ω, the electc feld nsde the bulk (.e. outsde the ) s gven by the ac complex electoknetc equaton fo eal delectcs [11]-[12]:. σ + ωε V =. σ V (16) ( ( ) ) ( ) whee σ s the bulk conductvty (S/m), V the complex electcal potental of eal pat Re(V) = V and σ the complex conductvty. On nsulated sufaces n contact wth the electolyte, the bounday condton assocated to (16) s of Neumann homogeneous type: Re V = n σ (17) wth n beng the oute nomal. Above the chaged electodes, whch ae assumed pefectly polazable (no electochemcal eactons), the bulk s n contact wth the. quaton (16) s connected to the M equaton at ths nteface whee the consevaton of the nomal cuent densty gves: Re whee : V n σ = ω C ψ (18) ψ s the potental dop acoss the ψ = ψ V (19) and C s gven by (15). The tme-aveaged flud flow s obtaned fom the Nave-Stokes equaton whee effects fom the Joule heatng ae supposed to be neglgble: 2 p η v + ρ v. v = F (2) m ( ) ρ m s the mass densty of the flud (1 kg/m 3 fo wate) and η s ts dynamc vscosty (1-3 kg/m/s fo wate). Because Reynolds numbes ae vey low n mcosystems [12], the neta tem s geneally vey low n (2).
8 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble F s the tme-aveaged electcal foce due to the nteacton of the ac electc feld wth the fee chages of the. Unde the assumpton that the flud pemttvty s unfom (whch s not geneally the case fo hgh voltages [7]): F 1 = q Re( ) (21) 2 whee q s the fee chage densty nsde the defned by (3) and computed fom the souce tem of the M equaton (14). As the M equaton nvolves only the dffuse laye of the, the bounday above the electodes fo equaton (2) epesents the nteface between the compact laye and the dffuse laye: the bounday condton of type slp/symmety, whch s equvalent to the nonpemeablty condton, s used at ths nteface (see fgue 12): v.n = (22) Ths condton s also used on othe boundaes because the vetcal ones ae symmety planes and the uppe one s supposed to be a fee suface. 4.2 Numecal settngs The 2D ntedgtated electode mcosystem studed by Geen and al. [4] s consdeed hee: the electode wdth s 5 µm fo a gap of 25 µm. The electolyte thckness above the electode plane s about 1 mm. The electolyte s a KCl soluton of conductvty 2.1 ms/m (electolyte A): as the authos don t specfy the coespondng bulk concentaton, we use the Kohlaush s law to estmate t [9]: M. The dagam of Fgue 12 summazes the way couplngs between equatons ae done n ou AC electoosmoss model: the M equaton (blue) s solved on a 1D geomety, the wdth L s computed fom the 1D potental by usng an ntegaton couplng vaable: t s used n fomula (18) fo the bounday condton above electodes of the AC complex electoknetc equaton (geen). The fee chage densty (souce tem of (14)) s extuded fom the 1D geomety nto the 2D geomety fo the solvng of the Nave-Stokes equaton (ed). L +ψ -ψ Fgue 12. quatons couplng fo the AC electoosmoss model. The electodes shown as black hashed aeas do not take pat of the doman computaton. 4.3 Numecal esults (18) AC complex electoknetc equaton (17) (19) usng L half electodes M equaton (14) +ψ -ψ q- Nave-Stokes equaton (21) (22) -q +q q+ The followng fgues gve examples of numecal esults obtaned wth the AC electoosmoss model descbed n ths pape, fo the case ψ = ±.1V. On Fgue 13, the electc feld and the potental s epesented accodng to the fequency. By lookng at the maxmum value of the potental, we can see that, fo 1 Hz, not all the maxmum potental nsde the bulk s only.4v compaed to the electode value whch s.1v: a bg pat of the electcal potental dop occus nsde the. On the contay, the does not nfluence anymoe the potental dstbuton nsde the bulk when fequency eaches 1 khz.
9 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble Fgue 13. Isopotentals (V) and electc feld vectos nsde the bulk fo ψ = ±.1V, 1 Hz (uppe) and 1 khz (lowe). The next Fgue shows the coespondng velocty feld (whte) and ts magntude (sovalues) fo the 2 fequences. Maxmum velocty s eached at the electode suface (ed aeas), nea the gap. The flud flow dstbuton s vayng wth fequency but seems n good ageement wth the Geen s obsevatons [4]. Fgue 14. Velocty magntude (m/s) and velocty vectos nsde the bulk fo ψ = ±.1V, 1 Hz (uppe) and 1 khz (lowe). The maxmum velocty values obtaned fo these two confguatons (.13 m/s at 1 Hz and.32 m/s at 1 khz) seem to be vey hgh when compang them to Geen s measuements [4] (about hundeds of µm/s). Ths s maybe due to the bounday condton type we selected fo the computaton of the flud moton (slp condton). Obvously, a no slp condton should dmnsh the maxmum velocty (.27 m/s at 1 khz), as shown by the followng fgue: Fgue 15. Velocty feld when usng a no slp bounday condton at the nteface between the dffuse laye and the compact laye (1 khz).
10 xcept fom the Poceedngs of the COMSOL Uses Confeence 27 Genoble 5. Conclusons In ths pape, we popose a numecal model mplemented nto Comsol Multphyscs fo the modelng of the ac electoomoss phenomena. In ths model, no empcal paametes ae necessay to compute the velocty feld. The analytcal valdaton of equaton and ts compason wth the M equaton poposed by Klc et al. [3] at low voltages show that Comsol Multphyscs algothms easly handle the hghly nonlnea aspect of these equatons. The weak couplng between the 1D M equaton wth the 2D complex AC electoknetc and the Nave-Stokes equatons has been computed on the ntedgtated electodes mcosystem studed by Geen [4]. The fst numecal esults seem to be n a good ageement wth Geen s esults. Nave-Stokes convegence could be mpoved by usng a nonpmtve set of vaables (steam functon and votcty) nstead of the velocty and the pessue [13]. A moe detaled analyss of the Geen s ntedgtated electodes mcosystem must be contnued to fully valdate the model.. 6. Refeences [7] M.Z. Bazant, K. Thonton, A. Adja, Dffuse-chage dynamcs n electochemcal systems, Physcal evew, (24). [8]. Body, lectomagnétsme, théoes et applcatons, ISBN , 199. [9] P.W. Atkns, Physcal Chemsty, 5 th edton, ISBN , [1] Conway, J. H. and Sloane, N. J. A. Sphee Packngs, Lattces, and Goups, 2nd ed. New Yok: Spnge-Velag, [11] P. Pham, A.S. Laea, R. Blanc, F. Revol- Cavale, I. Texe, F. Peaut, Numecal desgn of a 3D mcosystem fo DNA delectophoess: the pyamdal mcodevce, Jounal of lectostatcs, 65 (27) [12] A. Castellanos, A. Ramos, A. Gonzales, N G Geen, H. Mogan, lectohydodynamcs and delectophoess n Mcosystems: scalng laws, J. Phys. D: Appl. Phys. 36 (23) [13] P. Pham, J.L. Achad, P. Massé, J. Bethe Modélsaton d un écoulement Maangon dans une goutte en équlbe avec sa vapeu, Jounal La Houlle Blanche, vol 5, n 8, 23. [1] L. Renaud, tudes de systèmes mcofludques : applcaton à l électophoèse su puces polymèes, Thèse de Doctoat, Unvesté Claude Benad Lyon1, jullet 24. [2] M.Z. Bazant, K. Thonton, A. Adja, Dffuse-chage dynamcs n electochemcal systems, Physcal evew 7, 2156 (24). [3] M.S. Klc, M.Z. Bazant, Stec effects n the dynamcs of electolytes at lage appled voltages. I. Double-laye chagng, Physcal Revew 75, 2152 (27). [4] N. G. Geen, A. Ramos, A. Gonzales, H. Mogan, A. Castellanos, Flud flow nduced by nonunfom ac felds n electolytes on mcoelectodes. III Obsevaton of steamlnes and numecal smulaton, Physcal evew, (22). [5], A. Ramos, H. Mogan, N G Geen, A. Castellanos, AC lectoknetcs: a evew of foces n mcostuctues, J. Phys. D: Appl. Phys. 31 (1998) [6] S. Tadu, The electcal double laye effect on the mcochannel flow stablty and heat tansfe, Supelattces and Mcostuctues 35 (24)
Classical Models of the Interface between an Electrode and an Electrolyte
Except fom the Poceedngs of the OMSOL onfeence 9 Mlan lasscal Models of the Inteface between an Electode and an Electolyte E. Gongadze *, S. Petesen, U. Beck, U. van Renen Insttute of Geneal Electcal Engneeng,
More informationStellar 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 information24-2: 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 informationIntegral 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 informationPhysical & Interfacial Electrochemistry 2013
Physcal & Intefacal Electochemsty 013 Lectue 3. Ion-on nteactons n electolyte solutons. Module JS CH3304 MoleculaThemodynamcs and Knetcs Ion-Ion Inteactons The themodynamc popetes of electolyte solutons
More informationCSJM 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 informationThermodynamics 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 informationPhysics 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 informationMultistage 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 informationChapter 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 informationScalars 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 information3.1 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 informationPhysics 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 informationEnergy 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 informationPhysics 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 informationALL QUESTIONS ARE WORTH 20 POINTS. WORK OUT FIVE PROBLEMS.
GNRAL PHYSICS PH -3A (D. S. Mov) Test (/3/) key STUDNT NAM: STUDNT d #: -------------------------------------------------------------------------------------------------------------------------------------------
More informationCOMPLEMENTARY 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 informationA. 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 informationP 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 informationRotating Disk Electrode -a hydrodynamic method
Rotatng Dsk Electode -a hdodnamc method Fe Lu Ma 3, 0 ente fo Electochemcal Engneeng Reseach Depatment of hemcal and Bomolecula Engneeng Rotatng Dsk Electode A otatng dsk electode RDE s a hdodnamc wokng
More informationA 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 informationContact, information, consultations
ontact, nfomaton, consultatons hemsty A Bldg; oom 07 phone: 058-347-769 cellula: 664 66 97 E-mal: wojtek_c@pg.gda.pl Offce hous: Fday, 9-0 a.m. A quote of the week (o camel of the week): hee s no expedence
More informationSet 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 informationPHYS 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 information9/12/2013. 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 informationPHYS 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 informationAnalytical 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 informationChapter 23: Electric Potential
Chapte 23: Electc Potental Electc Potental Enegy It tuns out (won t show ths) that the tostatc foce, qq 1 2 F ˆ = k, s consevatve. 2 Recall, fo any consevatve foce, t s always possble to wte the wok done
More informationMultipole Radiation. March 17, 2014
Multpole Radaton Mach 7, 04 Zones We wll see that the poblem of hamonc adaton dvdes nto thee appoxmate egons, dependng on the elatve magntudes of the dstance of the obsevaton pont,, and the wavelength,
More informationMHD Oscillatory Flow in a Porous Plate
Global Jounal of Mathematcal Scences: Theoy and Pactcal. ISSN 97-3 Volume, Numbe 3 (), pp. 3-39 Intenatonal Reseach Publcaton House http://www.phouse.com MHD Oscllatoy Flow n a Poous Plate Monka Kala and
More information3. A Review of Some Existing AW (BT, CT) Algorithms
3. A Revew of Some Exstng AW (BT, CT) Algothms In ths secton, some typcal ant-wndp algothms wll be descbed. As the soltons fo bmpless and condtoned tansfe ae smla to those fo ant-wndp, the pesented algothms
More informationPart V: Velocity and Acceleration Analysis of Mechanisms
Pat V: Velocty an Acceleaton Analyss of Mechansms Ths secton wll evew the most common an cuently pactce methos fo completng the knematcs analyss of mechansms; escbng moton though velocty an acceleaton.
More informationSome 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 informationV. 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 informationComplex atoms and the Periodic System of the elements
Complex atoms and the Peodc System of the elements Non-cental foces due to electon epulson Cental feld appoxmaton electonc obtals lft degeneacy of l E n l = R( hc) ( n δ ) l Aufbau pncple Lectue Notes
More informationMechanics Physics 151
Mechancs Physcs 151 Lectue 18 Hamltonan Equatons of Moton (Chapte 8) What s Ahead We ae statng Hamltonan fomalsm Hamltonan equaton Today and 11/6 Canoncal tansfomaton 1/3, 1/5, 1/10 Close lnk to non-elatvstc
More informationTransport 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 information8 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 informationPhysics Exam 3
Physcs 114 1 Exam 3 The numbe of ponts fo each secton s noted n backets, []. Choose a total of 35 ponts that wll be gaded that s you may dop (not answe) a total of 5 ponts. Clealy mak on the cove of you
More informationPO with Modified Surface-normal Vectors for RCS calculation of Scatterers with Edges and Wedges
wth Modfed Suface-nomal Vectos fo RCS calculaton of Scattees wth Edges and Wedges N. Omak N. Omak, T.Shjo, and M. Ando Dep. of Electcal and Electonc Engneeng, Tokyo Insttute of Technology, Japan 1 Outlne.
More informationTian 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 informationPHY126 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 information19 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 informationRemember: 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 informationMolecular 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 informationConsequences of Long Term Transients in Large Area High Density Plasma Processing: A 3-Dimensional Computational Investigation*
ISPC 2003 June 22-27, 2003 Consequences of Long Tem Tansents n Lage Aea Hgh Densty Plasma Pocessng: A 3-Dmensonal Computatonal Investgaton* Pamod Subamonum** and Mak J Kushne*** **Dept of Chemcal and Bomolecula
More informationRigid 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 informationEE 5337 Computational Electromagnetics (CEM)
7//28 Instucto D. Raymond Rumpf (95) 747 6958 cumpf@utep.edu EE 5337 Computatonal Electomagnetcs (CEM) Lectue #6 TMM Extas Lectue 6These notes may contan copyghted mateal obtaned unde fa use ules. Dstbuton
More informationDistinct 8-QAM+ Perfect Arrays Fanxin Zeng 1, a, Zhenyu Zhang 2,1, b, Linjie Qian 1, c
nd Intenatonal Confeence on Electcal Compute Engneeng and Electoncs (ICECEE 15) Dstnct 8-QAM+ Pefect Aays Fanxn Zeng 1 a Zhenyu Zhang 1 b Lnje Qan 1 c 1 Chongqng Key Laboatoy of Emegency Communcaton Chongqng
More informationN = 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 informationDesign and Simulation of a Three-Phase Electrostatic Cylindrical Rotary Micromotor
Intenatonal Jounal of Advanced Botechnology and Reseach (IJBR) ISSN 0976-61, Onlne ISSN 78 599X, Vol-7, Specal Issue-Numbe5-July, 016, pp917-91 http://www.bpublcaton.com Reseach Atcle Desgn and Smulaton
More informationComparative Study on Electrical Discharge and Operational Characteristics of Needle and Wire-Cylinder Corona Chargers
50 Jounal of Electcal Engneeng & Technology, Vol. 1, No. 4, pp. 50~57, 006 Compaatve Study on Electcal Dschage and Opeatonal Chaactestcs of Needle and We-Cylnde Coona Chages Panch Inta* and Nakon Tppayawong**
More informationLarge scale magnetic field generation by accelerated particles in galactic medium
Lage scale magnetc feld geneaton by acceleated patcles n galactc medum I.N.Toptygn Sant Petesbug State Polytechncal Unvesty, depatment of Theoetcal Physcs, Sant Petesbug, Russa 2.Reason explonatons The
More informationin 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 informationThe 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 informationJournal of Physics & Astronomy
Jounal of Physcs & Astonomy Reseach Vol 4 Iss Tempeatue and Velocty Estmaton of the Imploson n We Aay Z-Pnch Abdoleza Esmael * Plasma Physcs and Nuclea Fuson Reseach School, Nuclea Scence and Technology
More informationReview of Vector Algebra and Vector Calculus Operations
Revew of Vecto Algeba and Vecto Calculus Opeatons Tpes of vaables n Flud Mechancs Repesentaton of vectos Dffeent coodnate sstems Base vecto elatons Scala and vecto poducts Stess Newton s law of vscost
More informationChapter 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 informationTest 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 informationAn 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 informationDynamics 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 informationCapítulo. 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 informationE For K > 0. s s s s Fall Physical Chemistry (II) by M. Lim. singlet. triplet
Eneges of He electonc ψ E Fo K > 0 ψ = snglet ( )( ) s s+ ss αβ E βα snglet = ε + ε + J s + Ks Etplet = ε + ε + J s Ks αα ψ tplet = ( s s ss ) ββ ( αβ + βα ) s s s s s s s s ψ G = ss( αβ βα ) E = ε + ε
More information2-DIMENSIONAL MODELING OF PULSED PLASMAS WITH AND WITHOUT SUBSTRATE BIAS USING MODERATE PARALLELISM*
IEEE Pulsed Powe / Plasma Scence Confeence June 17 -, 1 Las Vegas, Nevada -DIMENSIONAL MODELING OF PULSED PLASMAS WITH AND WITHOUT SUBSTRATE BIAS USING MODERATE PARALLELISM* Pamod Subamonum** and Mak J.
More informationMachine 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 information4 Recursive Linear Predictor
4 Recusve Lnea Pedcto The man objectve of ths chapte s to desgn a lnea pedcto wthout havng a po knowledge about the coelaton popetes of the nput sgnal. In the conventonal lnea pedcto the known coelaton
More informationCFD Investigations of Spatial Arc Kinetic Influence on Fuel Burning- Out in the Tornado Combustor
CFD Investgatons of Spatal Ac Knetc Influence on Fuel Bunng- Out n the Tonado Combusto Igo Matveev, Appled Plasma Technology, U.S.A.,., Sehy Sebn and Anna Mostpaneno Natonal Unvesty of Shpbuldng, Uane
More informationChapter 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 informationDYNAMICS 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 informationDensity 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 informationV. Electrostatics. Lecture 25: Diffuse double layer structure
V. Electrostatcs Lecture 5: Dffuse double layer structure MIT Student Last tme we showed that whenever λ D L the electrolyte has a quas-neutral bulk (or outer ) regon at the geometrcal scale L, where there
More informationLINEAR 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 informationThe 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 information4.4 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 informationSimulation of Surface Chemical Reactions in a Monolith Channel for Hydrogen Production
Except fom the Poceedgs of the COMSOL Confeence 008 Hannove Smulaton of Suface Chemcal Reactons a Monolth Channel fo Hydogen Poducton N. Pacheco *,1, D. Pavone 1,. Sula 1, J.L. Houzelot and E. Schae 1
More informationSupplementary Figure 1. Circular parallel lamellae grain size as a function of annealing time at 250 C. Error bars represent the 2σ uncertainty in
Supplementay Figue 1. Cicula paallel lamellae gain size as a function of annealing time at 50 C. Eo bas epesent the σ uncetainty in the measued adii based on image pixilation and analysis uncetainty contibutions
More informationApplied Statistical Mechanics Lecture Note - 13 Molecular Dynamics Simulation
Appled Statstcal Mechancs Lectue Note - 3 Molecula Dynamcs Smulaton 고려대학교화공생명공학과강정원 Contents I. Basc Molecula Dynamcs Smulaton Method II. Popetes Calculatons n MD III. MD n Othe Ensembles I. Basc MD Smulaton
More informationEvent 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 informationiclicker 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 informationInstantaneous velocity field of a round jet
Fee shea flows Instantaneos velocty feld of a ond et 3 Aveage velocty feld of a ond et 4 Vtal ogn nozzle coe Developng egon elf smla egon 5 elf smlaty caled vaables: ~ Q ξ ( ξ, ) y δ ( ) Q Q (, y) ( )
More informationAnalysis of the magnetic field, force, and torque for two-dimensional Halbach cylinders
Downloaded fom obt.dtu.dk on: Feb 19, 218 Analyss of the magnetc feld, foce, and toque fo two-dmensonal Halbach cylndes Bjøk, Rasmus; Smth, Andes; Bahl, Chstan Publshed n: Jounal of Magnetsm and Magnetc
More informationUNIT10 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 informationLASER ABLATION ICP-MS: DATA REDUCTION
Lee, C-T A Lase Ablaton Data educton 2006 LASE ABLATON CP-MS: DATA EDUCTON Cn-Ty A. Lee 24 Septembe 2006 Analyss and calculaton of concentatons Lase ablaton analyses ae done n tme-esolved mode. A ~30 s
More informationPhysics 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 informationCorrespondence 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 informationNuclear Chart. Takashi NAKATSUKASA Theoretical Nuclear Physics Laboratory RIKEN Nishina Center. Real-space, real-time approaches ) Few-body model
Takash NAKATSUKASA Theoetcal Nuclea Physcs Laboatoy RIKEN Nshna Cente 009.3.5-6 Mn-WS: Real-space, eal-tme appoaches DFT, TDDFT ((Q)RPA ) Few-body model (CDCC ) Nuclea Chat 70 Los Alamos Natonal Laboatoy's
More informationEvaluation of Various Types of Wall Boundary Conditions for the Boltzmann Equation
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
More informationImpact of Polarimetric Dimensionality of Forest Parameter Estimation by Means of Polarimetric SAR interferometry
Impact of Polametc Dmensonalty of Foest Paamete Estmaton by Means of Polametc SAR ntefeomety Jun Su Km, Seung-Kuk Lee, Konstantnos Papathanassou, and Iena Hajnsek Geman Aeospace Cente Mcowaves and Rada
More information1. Starting with the local version of the first law of thermodynamics q. derive the statement of the first law of thermodynamics for a control volume
EN10: Contnuum Mechancs Homewok 5: Alcaton of contnuum mechancs to fluds Due 1:00 noon Fda Febua 4th chool of Engneeng Bown Unvest 1. tatng wth the local veson of the fst law of themodnamcs q jdj q t and
More informationWe are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists. International authors and editors
We ae IntechOpen, the wold s leadng publshe of Open Access books Bult by scentsts, fo scentsts 3,900 6,000 0M Open access books avalable Intenatonal authos and edtos Downloads Ou authos ae among the 54
More informationChapter IV Vector and Tensor Analysis IV.2 Vector and Tensor Analysis September 29,
hapte I ecto and Tenso Analyss I. ecto and Tenso Analyss eptembe 9, 08 47 hapte I ecto and Tenso Analyss I. ecto and Tenso Analyss eptembe 9, 08 48 I. ETOR AND TENOR ANALYI I... Tenso functon th Let A
More informationUser-friendly model of heat transfer in. preheating, cool down and casting
ANNUAL REPORT 2010 UIUC, August 12, 2010 Use-fendly model of heat tansfe n submeged enty nozzles dung peheatng, cool down and castng Vaun Kuma Sngh, B.G. Thomas Depatment of Mechancal Scence and Engneeng
More informationA NOTE ON ELASTICITY ESTIMATION OF CENSORED DEMAND
Octobe 003 B 003-09 A NOT ON ASTICITY STIATION OF CNSOD DAND Dansheng Dong an Hay. Kase Conell nvesty Depatment of Apple conomcs an anagement College of Agcultue an fe Scences Conell nvesty Ithaca New
More informationA 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 information1. 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 information1. Mean-Field Theory. 2. Bjerrum length
1. Mean-Feld Theory Contnuum models lke the Posson-Nernst-Planck equatons are mean-feld approxmatons whch descrbe how dscrete ons are affected by the mean concentratons c and potental φ. Each on mgrates
More informationCOMPUTATIONAL 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 informationANALYSIS OF AXIAL LOADED PILE IN MULTILAYERED SOIL USING NODAL EXACT FINITE ELEMENT MODEL
Intenatonal Jounal of GEOMATE, Apl, 8 Vol. 4, Issue 44, pp. -7 Geotec., Const. Mat. & Env., DOI: https://do.og/.66/8.44.785 ISS: 86-98 (Pnt), 86-99 (Onlne), Japan AAYSIS OF AXIA OADED PIE I MUTIAYERED
More informationLINEAR AND NONLINEAR ANALYSES OF A WIND-TUNNEL BALANCE
LINEAR AND NONLINEAR ANALYSES O A WIND-TUNNEL INTRODUCTION BALANCE R. Kakehabadi and R. D. Rhew NASA LaRC, Hampton, VA The NASA Langley Reseach Cente (LaRC) has been designing stain-gauge balances fo utilization
More informationgravity r2,1 r2 r1 by m 2,1
Gavtaton Many of the foundatons of classcal echancs wee fst dscoveed when phlosophes (ealy scentsts and atheatcans) ted to explan the oton of planets and stas. Newton s ost faous fo unfyng the oton of
More information