Mesoscale Simulation for Polymer Migration in Confined Uniform Shear Flow

Size: px
Start display at page:

Download "Mesoscale Simulation for Polymer Migration in Confined Uniform Shear Flow"

Transcription

1 CHEM. ES. CHINESE UNIVESITIES 00, 6(), 7 Mesoscale Smulaton fo Polyme Mgaton n Confned Unfom Shea Flow HE Yan-dong, WANG Yong-le, LÜ Zhong-yuan * and LI Ze-sheng State Key Laboatoy of Theetcal and Computatonal Chemsty, Insttute of Theoetcal Chemsty, Jln Unvesty, Changchun 300, P.. Chna Abstact The stuctue and dynamcs of confned sngle polyme chan n a dlute soluton, ethe n equlbum o at dffeent shea ates n the unfom shea flow felds, wee nvestgated by means of dsspatve patcle dynamcs smulatons. The no-slp bounday condton wthout densty fluctuaton nea the wall was taken nto account to mmc the envonment of a nanochannel. The dependences of the adus of gyaton, especally n thee dffeent dectons, and the densty pofle of the chan mass cente on the stength of the confnement and the Wessenbeg numbe(w n ) was studed. The effect of the nteacton between polyme and solvent on the densty pofle was also nvestgated n the cases of modeate and stong W n. In the hgh shea flow, the polyme mgates to the cente of the channel wth nceasng W n. Thee s only one densty pofle peak n the channel cente n the unfom shea flow, whch s n ageement wth the esults of the expements and theoy. Keywods Confned polyme; sspatve patcle dynamcs; No-slp bounday condton; Unfom shea flow Atcle I (00) Intoducton Wth the need of developng technologes n mco- and nano-mete scales, the eseaches of the stuctue and the dynamcs of confned polymes n dlute solutons, especally n the exstence of the extenal foce to dve the flow, have attacted much moe attenton than eve befoe. The applcaton backgound ncludes not only the chomatogaphy, the lubcaton, and the ol ecovey, but also the new technologes elated to macomolecule tanspotng n nanochannels, such as the NA sequencng [], the NA delvey though mcocapllaes n gene theapy [ 7], and the lab-on-chp applcaton [8 ]. In these hghly confned spaces, the effects of the channel wall and the shea ate ae amplfed, and the hydodynamc popetes ae also dffeent fom those n fee soluton. Appaently, t s a complcated poblem whch s elated to the nteacton between the polyme and the wall, the vscosty of the solvent, the wall oughness, and the exstence of the extenal foce to the flow. Thee have been some nvestgatons about the stuaton of pessue dven flow, but few of unfom shea flow, especally n mesoscale. Theefoe, the knowledge about the stuctue and dynamcs of the polyme chans unde Couette flow n confned dlute solutons s of geat mpotance. In expements, t s now possble to develop mcofludc and nanofludc devces wth chaactestc dmensons n the scale of tens of nanometes o even smalle [8,,3]. Some of these expements have evealed that the polyme chans mgate away fom the walls [,4], and the thckness of the depleton laye nceases wth nceasng shea ate. Avalable theoetcal and numecal studes have been focused on the behavo of dlute polyme solutons confned n dffeent nano-channels. Fo example, Ma and Gaham [5], wth the ad of a bead-spng dumbbell model of the polyme molecules, pedcted a mgaton of the dumbbells away fom the wall towad the mdsecton of the channel, whch was manly attbuted to the hydodynamc nteacton between the polyme and the wall. Usta et al. [6,7], va a bead model wth a lattce Boltzmann descpton fo the solvent, obseved that the densty pofle exhbts a peak n the unfom shea flow and two symmetc maxma n the pessue dven flow. A ecent molecula dynamcs smulaton by Khae et al. [8], also showed that a local mnmum of the polyme densty pofle n the pessue dven flow and a peak n the unfom shea flow. They also *Coespondng autho. E-mal: luzhy@jlu.edu.cn eceved Januay 7, 009; accepted Mach 7, 009. Suppoted by the Natonal Natual Scence Foundaton of Chna(No ) and Fok Yng Tung Educaton Foundaton (No.4008).

2 No. HE Yan-dong et al. 3 emphaszed the effects of the themal dffuson n nanoscale channels. Moe ecently, Mllan et al. [9] and Fedosov et al. [0], usng dsspatve patcle dynamcs, have nvestgated the effects of molecula weght, polyme concentaton, and flow ate on the densty pofles on the ntesecton of the channel of the flud n the pessue dven flow. The dsspatve patcle dynamcs(p) smulaton technque s vey sutable to studng the flud behavo n mesoscale [], whch s n accodance to the length scale of the nanofludc expements. Theefoe n ths eseach, we adopted P wth a no-slp bounday condton, especally wthout the densty fluctuaton nea the wall, to nvestgate the stuctue and the dynamcs of a sngle polyme chan n a confned dlute soluton dven by unfom shea flow. The no-slp bounday condton as well as elmnatng densty fluctuaton nea the wall s nontval snce these ae the chaactestcs of fluds n mesoscale. It should be noted that wall slp and densty fluctuaton nea the wall may be obseved f the length scale s n seveal Angstoms. We wll patculaly dscuss the effects of the Wessenbeg numbe, the shea ate, and the confnement of the nano-channel on the chan confomatonal stuctues, the polyme cente of mass dstbuton, and the chan mgaton n the channel. P Method and No-slp Model P, a mesoscale flud smulaton method, was fst ntoduced by Hoogebugge and Koelman [] n the ealy 990s, whch s based on the consdeatons of momentum consevaton and Galllean nvaance. Then t was successfully appled to the study of polyme solutons [3] and modfed to ts pesent fom [4,5]. In P, each patcle epesents a lage numbe of atoms o molecules and moves accodng to Newton s equatons of moton unde the nfluence of ts neghbos, d = v () dt dv = f () dt The pawse nteactve foce actng on a patcle by a patcle j s chaactezed by thee pats: the consevatve foce( F ), the dsspatve foce( F ), C and the andom foce( F ). The consevatve foce C F, whch s deved fom a soft nteacton potental wthn a cetan cutoff adus c, s gven by C F = α ( ) e (3) whee =, j =, e =. α s the maxmum epulson between patcle and patcle j. In ode to ensue the consevatve foce soft and epulsve that acts along the lne of patcle centes, the mass functon ω c ( ) s chosen as ω c ( )= fo < and ω c ( )=0 fo. The numbe densty(ρ) n ou smulaton s 3. In pncple, ρ should be lage enough to coectly descbe the behavo of lqud, but ρ=3 s a compomse between computaton effcency and the coectness of the model. The nteacton paamete between the polyme and solvent s chosen as fom 5 to 30. The dsspatve and the andom foces ae F = γω ( )( e v ) e (4) F = σω ( )θ e (5) whee v = v v. γ and σ ae both pefactos whch j epesent the stength of the dsspatve foce and the andom foce, espectvely. θ s a Gaussan dstbuted andom vaable wth zeo mean and unt vaance. Accodng to the fluctuaton dsspaton theoem, the dsspatve and andom foces ae coupled togethe to ensue a canoncal equlbum dstbuton va the followng elatons [4] ω ( ) = [ ω ( )] (6) σ =γk B T (7) The smple functon fom fo ω ( ) s chosen accodng to ( ) ( < ) ω ( ) = (8) 0( ) The polyme chan s constucted by connectng the adjacent patcles va an exta hamonc spng, F = S k (9) whee the constant k s 0.0 n ou smulatons. It should be noted that the patcle mass m, the patcle-patcle nteacton cutoff adus c, and the tempeatue k B T ae taken as the unts n ou smulatons. The advantage of P [5] s that t allows a lage ntegaton tme step due to ts soft potental. Howeve, the dsadvantage s also esulted fom the soft nteacton whch can not pevent the penetaton of smulated solvent o polyme patcles nto the wall. We

3 4 CHEM. ES. CHINESE UNIVESITIES Vol.6 appled a technque to mpose an mpenetable wall whch confoms to the no-slp bounday condton [6]. In ths technque, the wall s constucted by two layes of feozen P patcles dstbuted on a egula lattce. Moeove, based on equvalent foce between wall and flud patcles, t s possble to mpose the no-slp bounday condton n ths technque. The consevatve foce coeffcent of the flud-wall nteactons s theefoe adjusted to be 9.0 n thee dmensons to acheve the no-slp condton n ou smulatons. Howeve, ths method nduces the depleton of patcles and the unacceptable densty fluctuatons nea the wall whch ae unealstc n mesoscale. To ovecome ths poblem, a self-consstent algothm whch s called adaptve bounday condtons [7,8] s adopted hee to update the flud-wall nteactons based on the densty devaton fom the desed dstbuton nea to the sold wall. The foce F W ( b ) actng on the patcles n bn b s then updated accodng to b b W W F ( ) = F ( ) + C [ ρ ( ) / ρ ( ) ] (0) b b W s = a = a whee b s the bn ndex, C W s a postve constant, ρ s () s the local densty values aveaged up to n av bns [fom a to b, b =max(n av +;)], and ρ d () s desed densty values n the same bns. To consde a flud n Couette flow, a velocty s added to all wall patcles, whch can take the value fom 0 to 3.0 wthout volatng the stablty of the smulaton. The walls ae movng n the opposte dectons paallel to X axs. The patcle penetaton though the wall n P s fobdden by applyng bounce fowad bounday condton(as shown n Fg.) to ensue the velocty gadent between the walls lnea and no-slp adjacent to the walls [9]. Fg. Bounce fowad bounday condton The gay domans ae the walls modeled by feezng P patcles. The walls ae n the XY plane, the Z decton s pependcula to the wall. We have smulated a dlute polyme soluton wth a volume facton smalle than 0.0 to satsfy the full development of hydodynamc nteacton [30]. The smulaton box sze s chosen lage enough to avod the nteacton between the chan and each of ts mages d fo dffeent molecula weghts. The sze of a polyme chan s chaactezed by the mean squae adus of gyaton [3] N g = ( cm ) N = () whee s the coodnate of -th segment, and cm s the coodnate of the chan cente of mass. To consde the stength of the confnement, the channel heght s egulated between H=.5 g and H=4.5 g. The neutal wall model s adopted. The ntegaton tme δt=0.0. All ou smulatons wee un at least ove a tme peod of tme steps. The polyme chans wth lengths N=0 to N=40 wee nvestgated n dffeent solvent condtons and confnements. The Wessenbeg numbe(w n ) was changed fom 0 to 95 n the Couette flow. 3 Popetes of Polyme Unde Couette Flow n Confned lute Soluton We fstly consdeed the nfluence of confnement stength on the polyme confguaton n the condtons wthout flow. Takng a polyme chan wth N=00(the adus of gyaton g =4.30 n fee dlute soluton) as an example, the channel wdths ae vaed fom H=.5 g, 3.5 g, to 4.5 g. We set the nteacton paametes between polyme and solvent α sp, between solvent and solvent α ss, and between polyme and polyme α pp all equal to 5. Thus the system s n athemal condton. The tme evolutons of g n thee dectons ae used to analyze the effect of the confnement. In the case of H=4.5 g, as shown n Fg.(A), the evolutons of g n thee dectons ae vey smla, and they all appoach to 6.0 so that g 4.3. Fg.(B) coesponds to the case of H=3.5 g. Appaently the polyme chan s affected by the confnement. The mean squaed adus of gyaton n Z decton s educed slghtly, whch s 3.9 n contast to 5.3 and 5.7 n X and Y dectons, espectvely. Ths ndcates that the polyme chan s subjected to the epulson fom the wall, whch s the man eason fo the depleton nsde the channel. It can be futhe demonstated n the case of H=.5 g, as shown n Fg.(C), gz tuns to be 3., but gx and gy ae both 5.9. Thus unde ths condton the polyme chan suffes fom a lage loss n fee enegy and s subject to stonge stec depleton foces. Although

4 No. HE Yan-dong et al. 5 Fedosov et al. [0] ndcated that beyond a dstance of about.5 g, both the local sze and the shape of the polyme wee unaffected by the wall, we found that thee exsted nfluences even fo H=3.5 g. The dffeence may be attbuted to the adaptve shea coecton that they used and the dffeent chan length whch we chose. Fg. Mean squaed adus of gyaton n thee dectons fo the chan wth N=00 X. otted lne, Y. dashed lne, Z. sold lne. (A) H=4.5 g ; (B) H=3.5 g ; (C) H=.5 g. The chan centes of mass densty pofles of the polyme n dffeent confnements wee calculated[see Fg.3(B)]. Appaently the heghts of the chan centes of mass densty pofles ncease and the wdths of the pofles tun to be naowe wth nceasng the stength of the confnement. It shows that the polyme chan pefes esdng n the cente of the channel unde hgh confnement. In all the thee confnement condtons, t s found that the depleton layes ae always less than 0.6 g and nealy the same. α wp =9.0) condtons. Fg.3(B) compaes the densty pofles of chans wth dffeent chan lengths. It can be seen that wth nceasng chan length, the peak heght and the depleton laye thckness nea the wall ae both nceased. Moeove, the shote chans have been much dstbuted close to the walls. These esults agee well wth those of the depleton laye thckness calculated fom Monte Calo and P smulatons [3,0]. We then consdeed the nfluences of Couette flow. The shea vscosty of the confned dlute soluton can be calculated accodng to the pessue tenso, whch s measued by P = m v v + C αβ, α, β, α, β V V j> F () whee V s the volume of the smulaton box. Shea vscosty n assocaton wth the only non-vanshng off-dagonal component P xz = P zx s gven by η= P xz /γ& (3) whee η s the shea vscosty and γ& s the shea ate. Fg.4 shows that the pessue tenso P xz s popotonal to the shea ate γ&, thus the vscosty η s nealy constant whch s an obvous esult fo dlute polyme soluton. Fg.3 ensty pofles of chans wth dffeent chan lengths[n=80( ), N=00( ) and N=40( )(A)] and chan centes of mass densty pofles fo chan wth N=00 as a functon of Z/ g n dffeent confnements wth H=.8 g ( ), H=.3 g ( ), and H=3 g ( )(B) To study the nfluence of chan length on the depleton laye n ou systems, we smulated the chan wth dffeent lengths N=80, 00, and 40 n a channel of H=3 g, n athemal solvent and neutal wall(α ws = Fg.4 Pessue tenso P xz vesus shea ate γ& fo chan length wth N=00 The dashed lne s the fttng to the data ponts whch gves the vscosty η= We thdly studed the dependence of the densty pofles of the polyme on the nteacton stengths between polyme and solvent. As shown n Fg.5(A), when the nteacton α sp =5(ndcatng that the chan s solvophlc), the polyme pefes to mgate to the cente of the channel. In ths case t can be attbuted to the enhanced hydodynamc nteacton n dlute soluton. When α sp =0, the polyme chan has smla mgatng behavo. When α sp nceases futhe to 30,.e., the chan s solvophobc, the densty pofle s

5 6 CHEM. ES. CHINESE UNIVESITIES Vol.6 Fg.5 Chan cente densty pofles as a functon of Z/ g wth N=00 (A) At dffeent nteacton stengths between polyme and solvent wth W n =6.5 and H=.5 g ; (B) fo dffeent W n at H=.5 g ; (C) fo dffeent α sp wth W n =30 and H=.5 g. (A) α sp =0; α sp =5; α sp =30; α sp =35. (B) W n =45; W n =65; W n =30; W n =95. (C) α sp =5; α sp =0; α sp =30; α sp =35. obvously flattened and chaactezed by two low peaks nea the channel walls. Fo α sp =35, the polyme chan bascally esdes n a egon vey nea to the wall. In these cases, the polyme confguaton s compact and the chan has the tendency to mgate nea to the walls. The effect of Bownan dft must be taken nto account whch makes the polyme mgatng to the wall and s efeed n pessue dven flow [33]. As s expected, the polyme n bad solvent pefes the compact confguaton so that the effect of the wall-nduced hydodynamc nteacton s educed to balance the polyme dft. We can clealy see that the mgaton of polyme n confned dlute soluton s stongly dependent on the solvent qualty. The stength of the shea flow can be specfed by the dmensonless Wessenbeg numbe(w n ), whch s the poduct of the shea ate, γ&, and the polyme elaxaton tme, λ [34]. The adus of the gyaton of the chan wth dffeent chan lengths and the coespondng elaxaton tme n equlbum ae shown n Table. We take the chan length N=00 as an example. The evaluaton of W n s W n =λγ&, n whch γ& = V x /L whee L s the sde length of the smulaton box and V x s the velocty of wall patcles. Table Equlbum adus of gyaton g and elaxaton tme fo dffeent chan lengths N g /nm λ/nm Fg.5(B) shows the densty pofle of the polyme wth chan length N=00 and dffeent W n. In all these cases, the densty pofles have a maxmum n the channel cente. When W n =45, ths maxmum s the lowest but the densty pofle s boade. Wth W n nceasng fom 45 to 95, the densty pofle becomes to be naowe and ts maxmum s enhanced. These pofles show that the shea flow causes the chans to mgate towads the cente of the channel [8]. Moeove, on keepng Wessenbeg numbe constant, fo example W n =30, t s found that the densty pofles of the polyme ae lagely dffeent n vaous solvent condtons, as shown n Fg.5(C). The densty pofles stll have the maxma n the cente of the channel, but when the chan changes fom solvophlcty(α sp =0) to solvophobcty(α sp =35), the densty pofle becomes boade and flatte. It s evdent that the hydodynamc nteacton s moe developed fo the polyme bette dspesed n the solvent, so the polyme can mgate easly to the cente of the channel. Wth nceasng chan solvophobcty, the polyme pefes a compact confguaton and the wall-nduced hydodynamc nteacton s educed, thus the polyme chan tends to mgate towads the channel walls. Smla esults ae also obtaned wth a lage Wessenbeg numbe W n = Conclusons We have used P, n whch the solvent patcles ae smulated explctly to allow fo the wall-nduced hydodynamc nteacton, to study the stuctue and dynamcs of confned polyme chan n dlute soluton, n dffeent shea flow felds. The confnement s taken nto account unde no-slp bounday condton and no densty fluctuaton nea the wall, whch s well used n mesoscale to mmc nanochannel. In zeo-shea systems, the polyme chan s gadually stetched along the unconfned dectons wth nceasng confnement stength, and the polyme densty pofle changes fom boad to naow. In slow and modeate Couette flows, thee exsts a constant shea vscosty. The polyme, n both modeate and stong Couette flows, mgates to the wall when the solvent changes fom good one to bad one. As the Bownan dffuson and the wall-nduced hydodynamcs has a balance, only one peak s found n the mddle of the densty pofle fo hgh W n and the polyme mgates to the cente wth nceasng

6 No. HE Yan-dong et al. 7 W n, whch s n ageement wth the esults fom expements and theoy. We hope that the esults can enhance ou ablty to contol the mgaton of polyme n confned dlute soluton and desgn vaous applcatons of polymec and collodal systems n mcofludc and nanofludc devces. efeences [] Fang L., Hu H., Lason. G., J. heol., 005, 49, 7 [] Nykypanchuk., Stey H. H., Hoagland. A., Scence, 00, 97, 987 [3] Mae B., ädle J. O., Phys. ev. Lett., 999, 8, 9 [4] esne W., Moton K. J., ehn., et al., Phys. ev. Lett., 005, 94, 960 [5] Tegenfeldt J. O., Pnz C., Cao H., et al., Poc. Nat. Acad. Sc., 004, 0, 0979 [6] ehn., Lu M., Wang Y. M., et al., Poc. Nat. Acad. Sc., 005, 0, 00 [7] oyle P. S., Bbette J., Bancaud A., et al., Scence, 00, 95, 37 [8] Han J., Gaghead H. G., Scence, 000, 88, 06 [9] Hu G., Gao Y., Sheman P. M., et al., Mcoflud Nanoflud, 005,, 346 [0] Hu G., L., Chemcal Engneeng Scence, 007, 6, 3443 [] Foullet Y., Jay., Chabol C., et al., Mcoflud Nanoflud, 008, 4, 59 [] Goman B.., Wkswo J. P., Mcoflud Nanoflud, 008, 4, 73 [3] Balducc A., Mao P., Han J., et al., Macomolecules, 006, 39, 673 [4] Chen Y. L., Gaham M.., de Pablo J. J., et al., Macomolecules, 005, 38, 6680 [5] Ma H., Gaham M.., Phys. Fluds, 005, 7, [6] Bek Usta O., Ladd A. J. C., Butle J. E., J. Chem. Phys., 005,, [7] Bek Usta O., Butle J. E., Ladd A. J. C., Phys. Fluds, 006, 8, [8] Khae., Gaham M.., de Pablo J. J., Phys. ev. Lett., 006, 96, 4505 [9] Mllan J. A., Jang W. H., Laadj M., et al., J. Chem. Phys., 007, 6, 4905 [0] Fedosov. A., Kanadaks G. E., Caswell B., J. Chem. Phys., 008, 8, [] uong-hong., Wang J. S., Lu G.., et al., Mcoflud Nanoflud, 008, 4, 9 [] Hoogebugge P. J., Koelman J. M. V. A., Euophys. Lett., 99, 9, 55 [3] Schlpe A. G., Hoogebugge P. J., Manke C. W., J. heol., 995, 39, 567 [4] Español P., Phys. ev. E, 995, 5, 734 [5] Goot.., Waen P. B., J. Chem. Phys., 997, 07, 443 [6] Pvkn I. V., Kanadaks G. E., J. Comput. Phys., 005, 07, 4 [7] Qan H. J., Chen L. J., Lu Z. Y., et al., Phys. ev. Lett., 007, 99, [8] Pvkn I. V., Kanadaks G. E., Phys. ev. Lett., 006, 96, 0600 [9] Symeonds V., Kanadaks G. E., Caswell B., J. Chem. Phys., 006, 5, 8490 [30] Jang W. H., Huang J. H., Wang Y. M., et al., J. Chem. Phys., 007, 6, [3] omszowsk P., Skosk A., Comp. Mate. Sc., 008, 43, 7 [3] Bekenbos A., Lowe C. P., J. Chem. Phys., 007, 7, 6490 [33] Jendejack. M., Schwatz. C., de Pablo J. J., et al., J. Chem. Phys., 004, 0, 53 [34] Smth. E., Babcock H. P., Chu S., Scence, 999, 83, 74

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

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

More information

Multistage Median Ranked Set Sampling for Estimating the Population Median

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

More information

COMPLEMENTARY ENERGY METHOD FOR CURVED COMPOSITE BEAMS

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

More information

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

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

More information

Energy in Closed Systems

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

More information

A. Thicknesses and Densities

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

More information

Rigid Bodies: Equivalent Systems of Forces

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

More information

Physics 2A Chapter 11 - Universal Gravitation Fall 2017

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

More information

Molecular Dynamic Simulations of Nickel Nanowires at Various Temperatures

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

More information

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

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

More information

Scalars and Vectors Scalar

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

More information

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

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

More information

Mechanics Physics 151

Mechanics 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 information

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

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

More information

3.1 Electrostatic Potential Energy and Potential Difference

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

More information

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

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

More information

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

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

More information

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

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

More information

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

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

More information

3. A Review of Some Existing AW (BT, CT) Algorithms

3. 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 information

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

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

More information

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

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

More information

Applied Statistical Mechanics Lecture Note - 13 Molecular Dynamics Simulation

Applied 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 information

Correspondence Analysis & Related Methods

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

More information

19 The Born-Oppenheimer Approximation

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

More information

PHY126 Summer Session I, 2008

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

More information

Distinct 8-QAM+ Perfect Arrays Fanxin Zeng 1, a, Zhenyu Zhang 2,1, b, Linjie Qian 1, c

Distinct 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 information

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

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

More information

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

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

More information

Some Approximate Analytical Steady-State Solutions for Cylindrical Fin

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

More information

University of Groningen. Block copolymer self-assembly Klymko, Tetyana Romanivna

University of Groningen. Block copolymer self-assembly Klymko, Tetyana Romanivna Unvesty of Gonngen Bloc copolyme self-assembly Klymo, Tetyana Romanvna IMPORTANT NOTE: You ae advsed to consult the publshe's veson (publshe's PD) f you wsh to cte fom t. Please chec the document veson

More information

Chapter 12 Equilibrium and Elasticity

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

More information

Chapter 23: Electric Potential

Chapter 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 information

Physics 1501 Lecture 19

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

More information

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

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

More information

MHD Oscillatory Flow in a Porous Plate

MHD 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 information

Chapter 8. Linear Momentum, Impulse, and Collisions

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

More information

UNIT10 PLANE OF REGRESSION

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

More information

Physical & Interfacial Electrochemistry 2013

Physical & 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 information

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

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

More information

8 Baire Category Theorem and Uniform Boundedness

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

More information

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

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

More information

Chapter Fifiteen. Surfaces Revisited

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

More information

Consequences of Long Term Transients in Large Area High Density Plasma Processing: A 3-Dimensional Computational Investigation*

Consequences 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 information

2-DIMENSIONAL MODELING OF PULSED PLASMAS WITH AND WITHOUT SUBSTRATE BIAS USING MODERATE PARALLELISM*

2-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 information

Chapter 13 - Universal Gravitation

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

More information

Physics 202, Lecture 2. Announcements

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

More information

Large scale magnetic field generation by accelerated particles in galactic medium

Large 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 information

Physics Exam II Chapters 25-29

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

More information

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

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

More information

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

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

More information

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

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

More information

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

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

More information

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

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

More information

Generating Functions, Weighted and Non-Weighted Sums for Powers of Second-Order Recurrence Sequences

Generating Functions, Weighted and Non-Weighted Sums for Powers of Second-Order Recurrence Sequences Geneatng Functons, Weghted and Non-Weghted Sums fo Powes of Second-Ode Recuence Sequences Pantelmon Stăncă Aubun Unvesty Montgomey, Depatment of Mathematcs Montgomey, AL 3614-403, USA e-mal: stanca@studel.aum.edu

More information

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

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

More information

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

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

More information

Instantaneous velocity field of a round jet

Instantaneous 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 information

Budding yeast colony growth study based on circular granular cell

Budding yeast colony growth study based on circular granular cell Jounal of Physcs: Confeence Sees PAPER OPEN ACCESS Buddng yeast colony gowth study based on ccula ganula cell To cte ths atcle: Dev Apant et al 2016 J. Phys.: Conf. Se. 739 012026 Vew the atcle onlne fo

More information

INTERVAL ESTIMATION FOR THE QUANTILE OF A TWO-PARAMETER EXPONENTIAL DISTRIBUTION

INTERVAL ESTIMATION FOR THE QUANTILE OF A TWO-PARAMETER EXPONENTIAL DISTRIBUTION Intenatonal Jounal of Innovatve Management, Infomaton & Poducton ISME Intenatonalc0 ISSN 85-5439 Volume, Numbe, June 0 PP. 78-8 INTERVAL ESTIMATION FOR THE QUANTILE OF A TWO-PARAMETER EXPONENTIAL DISTRIBUTION

More information

Dynamic Performance, System Identification and Sensitivity Analysis of the Ladder Tracks. Ontario, Canada

Dynamic Performance, System Identification and Sensitivity Analysis of the Ladder Tracks. Ontario, Canada Dynamc Pefomance, System Identfcaton and Senstvty Analyss of the adde Tacks D. Younesan 1, S. Mohammadzadeh 1, E. Esmalzadeh 1 School of Ralway Engneeng, Ian Unvesty of Scence and Technology, Tehan, Ian,

More information

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

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

More information

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

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

More information

Journal of Physics & Astronomy

Journal 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 information

Dynamics of Rigid Bodies

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

More information

Physics 207 Lecture 16

Physics 207 Lecture 16 Physcs 07 Lectue 6 Goals: Lectue 6 Chapte Extend the patcle odel to gd-bodes Undestand the equlbu of an extended object. Analyze ollng oton Undestand otaton about a fxed axs. Eploy consevaton of angula

More information

Density Functional Theory I

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

More information

Molecular Dynamics and Monte Carlo Methods

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

More information

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

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

More information

Rotating Disk Electrode -a hydrodynamic method

Rotating 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 information

Tian Zheng Department of Statistics Columbia University

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

More information

Chapter IV Vector and Tensor Analysis IV.2 Vector and Tensor Analysis September 29,

Chapter 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 information

Comparative Study on Electrical Discharge and Operational Characteristics of Needle and Wire-Cylinder Corona Chargers

Comparative 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 information

Review. Physics 231 fall 2007

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

More information

APPLICATIONS OF SEMIGENERALIZED -CLOSED SETS

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

More information

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

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

More information

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

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

More information

The Greatest Deviation Correlation Coefficient and its Geometrical Interpretation

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

More information

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

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

More information

CS649 Sensor Networks IP Track Lecture 3: Target/Source Localization in Sensor Networks

CS649 Sensor Networks IP Track Lecture 3: Target/Source Localization in Sensor Networks C649 enso etwoks IP Tack Lectue 3: Taget/ouce Localaton n enso etwoks I-Jeng Wang http://hng.cs.jhu.edu/wsn06/ png 006 C 649 Taget/ouce Localaton n Weless enso etwoks Basc Poblem tatement: Collaboatve

More information

E For K > 0. s s s s Fall Physical Chemistry (II) by M. Lim. singlet. triplet

E 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 information

Lattice Boltzmann simulation of nucleate boiling in micro-pillar structured surface

Lattice Boltzmann simulation of nucleate boiling in micro-pillar structured surface Proceedngs of the Asan Conference on Thermal Scences 017, 1st ACTS March 6-30, 017, Jeju Island, Korea ACTS-P00545 Lattce Boltzmann smulaton of nucleate bolng n mcro-pllar structured surface Png Zhou,

More information

Closed-loop adaptive optics using a CMOS image quality metric sensor

Closed-loop adaptive optics using a CMOS image quality metric sensor Closed-loop adaptve optcs usng a CMOS mage qualty metc senso Chueh Tng, Mchael Gles, Adtya Rayankula, and Pual Futh Klpsch School of Electcal and Compute Engneeng ew Mexco State Unvesty Las Cuces, ew Mexco

More information

VISUALIZATION OF THE ABSTRACT THEORIES IN DSP COURSE BASED ON CDIO CONCEPT

VISUALIZATION OF THE ABSTRACT THEORIES IN DSP COURSE BASED ON CDIO CONCEPT VISUALIZATION OF THE ABSTRACT THEORIES IN DSP COURSE BASED ON CDIO CONCEPT Wang L-uan, L Jan, Zhen Xao-qong Chengdu Unvesty of Infomaton Technology ABSTRACT The pape analyzes the chaactestcs of many fomulas

More information

CFD Investigations of Spatial Arc Kinetic Influence on Fuel Burning- Out in the Tornado Combustor

CFD 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 information

Amplifier Constant Gain and Noise

Amplifier Constant Gain and Noise Amplfe Constant Gan and ose by Manfed Thumm and Wene Wesbeck Foschungszentum Kalsuhe n de Helmholtz - Gemenschaft Unvestät Kalsuhe (TH) Reseach Unvesty founded 85 Ccles of Constant Gan (I) If s taken to

More information

Heat Transfer in Hydromagnetic Fluid Flow: Study of Temperature Dependence of Fluid Viscosity

Heat Transfer in Hydromagnetic Fluid Flow: Study of Temperature Dependence of Fluid Viscosity Jounal of Appled Flud Mechancs, Vol. 7, No. 4, pp. 633-64, 4. Avalable onlne at www.jafmonlne.net, ISSN 735-357, EISSN 735-3645. Heat Tansfe n Hydomagnetc Flud Flow: Study of Tempeatue Dependence of Flud

More information

Asymptotic Solutions of the Kinetic Boltzmann Equation and Multicomponent Non-Equilibrium Gas Dynamics

Asymptotic Solutions of the Kinetic Boltzmann Equation and Multicomponent Non-Equilibrium Gas Dynamics Jounal of Appled Mathematcs and Physcs 6 4 687-697 Publshed Onlne August 6 n ScRes http://wwwscpog/jounal/jamp http://dxdoog/436/jamp64877 Asymptotc Solutons of the Knetc Boltzmann Equaton and Multcomponent

More information

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

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

More information

Contact, information, consultations

Contact, 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 information

4 SingularValue Decomposition (SVD)

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

More information

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

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

More information

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

Evaluation 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 information

Part V: Velocity and Acceleration Analysis of Mechanisms

Part 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 information

Hybrid lattice Boltzmann finite-difference simulation of axisymmetric swirling and rotating flows

Hybrid lattice Boltzmann finite-difference simulation of axisymmetric swirling and rotating flows INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS Int. J. Nume. Meth. Fluds 27; 53:177 1726 Publshed onlne 1 Octobe 26 n Wley InteScence www.ntescence.wley.com)..138 Hybd lattce Boltzmann fnte-dffeence

More information

Chapter IV Vector and Tensor Analysis IV.2 Vector and Tensor Analysis September 23,

Chapter IV Vector and Tensor Analysis IV.2 Vector and Tensor Analysis September 23, hapte I ecto and Tenso Analyss I. ecto and Tenso Analyss eptembe, 07 47 hapte I ecto and Tenso Analyss I. ecto and Tenso Analyss eptembe, 07 48 I. ETOR AND TENOR ANALYI I... Tenso functon th Let A n n

More information

THE REGRESSION MODEL OF TRANSMISSION LINE ICING BASED ON NEURAL NETWORKS

THE REGRESSION MODEL OF TRANSMISSION LINE ICING BASED ON NEURAL NETWORKS The 4th Intenatonal Wokshop on Atmosphec Icng of Stuctues, Chongqng, Chna, May 8 - May 3, 20 THE REGRESSION MODEL OF TRANSMISSION LINE ICING BASED ON NEURAL NETWORKS Sun Muxa, Da Dong*, Hao Yanpeng, Huang

More information

Physics 1: Mechanics

Physics 1: Mechanics Physcs : Mechancs Đào Ngọc Hạnh Tâm Offce: A.503, Emal: dnhtam@hcmu.edu.vn HCMIU, Vetnam Natonal Unvesty Acknowledgment: Sldes ae suppoted by Pof. Phan Bao Ngoc Contents of Physcs Pat A: Dynamcs of Mass

More information

Khintchine-Type Inequalities and Their Applications in Optimization

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

More information

Physics of the Earth and Planetary Interiors

Physics of the Earth and Planetary Interiors Physcs of the Eath and Planetay Inteos 28-29 (212 11 24 Contents lsts avalable at ScVese ScenceDect Physcs of the Eath and Planetay Inteos jounal homepage: www.elseve.com/locate/pep The vscosty stuctue

More information