A geometric theory of selective decay in fluids with advected quantities

Size: px
Start display at page:

Download "A geometric theory of selective decay in fluids with advected quantities"

Transcription

1 A geometric theory of selective ecay in fluis with avecte quantities arxiv: v2 [physics.plasm-ph] 20 Oct 2018 François Gay-Balmaz 1 an arryl. Holm 2 PACS Numbers: Geometric mechanics Yy; Hamiltonian an Lagrangian mechanics Jj f; Fluis mathematical formulations A- Abstract Moifications of the equations of ieal flui ynamics with avecte quantities are introuce that allow selective ecay of either the energy h or the Casimir quantities C in the Lie-Poisson formulation. The issipate quantity (energy or Casimir respectively) is shown to ecrease in time until the moifie system reaches an equilibrium state consistent with ieal energy-casimir equilibria namely δ(h + C) = 0. The result hols for Lie-Poisson equations in general inepenently of the Lie algebra an the choice of Casimir. This selective ecay process is illustrate with a number of examples in 2 an 3 magnetohyroynamics (MH). Contents 1 Introuction Parameterizing subgriscale effects on macroscales Summary of key equations in Gay-Balmaz an Holm [2013] Comparison with previous approaches General energy issipative systems ouble-bracket formulations Comparison with ouble-bracket issipation Comparison with the triple bracket formalism Lagrange- Alembert variational principle Kelvin-Noether theorem Example: the rigi boy Laboratoire e Météorologie ynamique École Normale Supérieure/CNRS Paris France. gaybalma@lm.ens.fr 2 epartment of Mathematics Imperial College Lonon SW7 2AZ UK..holm@ic.ac.uk 1

2 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 2 2 Selective ecay on semiirect proucts Semiirect proucts Convergence to steay states of the unmoifie LP equations Examples Heavy top incompressible MH A general class Main Example: Selective ecay for MH Selective ecay for three-imensional MH homogeneous incompressible MH compressible isentropic MH Conclusions 32 References 33

3 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 3 1 Introuction Historically the hypothesis of selective ecay in MH turbulence assume that the total energy was to be minimize subject to the conservation of certain ieal invariants. This hypothesis was consistent with the observe long term evolution of freely ecaying MH turbulence at high magnetic Reynols number R m = UL/η where U is a typical velocity scale of the flow L is a typical length scale of the flow an η is the magnetic resistivity. This situation was calle an inverse cascae Frisch Pouquet Leorat an Mazure [1975] because the energy flux is preominantly towar small scales while the flux of the ieal invariant known as the magnetic helicity passes towar the larger scales an ostensibly creates the spiral structures observe in the ecay of MH turbulence. See Matthaeus an Montgomery [1980]; Montgomery an Bates [1999] for further historical iscussion of the selective ecay hypothesis for MH turbulence. The aim of this paper is to evelop a geometric theory of selective ecay of either the energy or the Casimirs (the invariants of the Lie-Poisson bracket of the ieal theory) an illustrate it for the MH Hamiltonian structure following the work of Gay-Balmaz an Holm [2013] for geophysical flui ynamics. We interpret the resulting moifications of the ieal MH equations as a means of ynamically an nonlinearly parameterizing the interactions between isparate scales by introucing new nonlinear pathways to issipation base on selective ecay. Remarkably the theory evelope here for selective ecay of either the energy h or the Casimir C contains the stanar energy-casimir equilibria of the ieal equations obtaine from a critical point of the sum δ(h + C) = 0 Holm et al. [1985]. Thus our selective ecay theory is always consistent with the energy-casimir equilibrium conitions in that the energy-casimir equilibria are also equilibria of the moifie equations. However the presence of the selective ecay terms allows a new balance that enlarges the class of asymptotic states beyon those that satisfy the energy- Casimir equilibrium conitions associate with δ(h + C) = 0. In particular the geometric selective ecay process introuce here may in some cases ten towars states that satisfy only a subset of the energy-casimir equilibrium conitions. This is explaine in the proof of the main result Theorem 2.3 an is illustrate for the cases of compressible an incompressible MH in Section 3. Casimirs A Poisson manifol is a manifol P with a Poisson bracket { } efine on the space of smooth functions on P ; see e.g. Marsen an Ratiu [1994]. A Poisson system with Hamiltonian h : P R yiels the time-evolution of any smooth function f : P R by computing the solution curves of the ynamical equation f/ = {f h}. Poisson systems often arise by Lie-group reuction of Hamiltonian systems with symmetry on Lie groups in which case the Poisson bracket is calle a Lie-Poisson bracket. Examples inclue the Euler equations of ieal incompressible flui ynamics for which the symmetry group is the particle-relabeling group Arnol an Khesin [1998] an the equations for a heavy top for which the symmetry group is the Eucliean group Holm [2011]. efinition 1.1 (Casimirs). Casimirs on a Poisson manifol (P { }) are functions C that satisfy {C h} = 0 for all h that is they are constant uner the flow generate by the Poisson bracket for any choice of the Hamiltonian. The existence of Casimirs is thus ue to the egeneracy of the Poisson bracket. In the case of reuction by symmetry on Lie groups this egeneracy arises

4 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 4 when passing from the canonical Hamiltonian formulation in terms of Lagrangian variables to the Lie Poisson formulation in terms of symmetry-reuce variables. An example is the reuction of the Hamiltonian escription of rigi boy ynamics from the siximensional phase space T SO(3) of the Euler angles for SO(3) rotations to the three-imensional space of angular momenta in so(3) R 3. For ieal fluis the reuction is from the Lagrangian variables to the Eulerian variables which are invariant uner relabeling of Lagrangian particles. Thus Casimir conservation is a property of the Lie Poisson bracket that results from the reuction by symmetry not the choice of Hamiltonian. Inee the Casimirs commute uner the Lie Poisson bracket with any Hamiltonian that is expresse in terms of the symmetry-reuce variables. This means the motion generate by the Lie Poisson bracket in the symmetry-reuce variables takes place along intersections of level sets of the Hamiltonian h an a Casimir C. Casimirs have been use in stability analyses of flui an plasma equilibria which exten traitional energy methos to the energy-casimir metho Arnol [1969]; Holm et al. [1985]. This metho applies in etermining the stability of a certain class of equilibrium solutions p e P uner the Poisson flow f/ = {f h} efine on the Poisson manifol P an generate by a Hamiltonian h. Namely the energy-casimir metho supposes that there is a function C the Casimir which is constant uner the flow generate by the Poisson bracket (since {C h} = 0 for all h) an that the equilibrium solution p e is a critical point of the sum h C := h + C so that C = h C (p e ) δp = 0 for a nonegenerate pairing. Linear Lyapunov stability follows if the critical point p e is a local extremum of h C that is if δ 2 h C (p e ) is positive efinite or negative efinite. This conition implies formal stability since δ 2 h C (p e ) is conserve by the linearize equations aroun the equilibrium solution p e an if it is either positive efinite or negative efinite then it efines a norm for Lyapunov stability see Holm et al. [1984]; Holm et al. [1985]. Nonlinear Lyapunov stability follows by a further argument which is available when the functional h C is convex in the neighborhoo of p e. One may use the energy-casimir metho to seek stable equilibrium states. Such equilibrium states are calle stable energy-casimir equilibria. Because of the exchange symmetry of h C := h + C uner C h these equilibrium states may be regare as either extrema of the energy h on a level set of a Casimir C or vice versa as extrema of a Casimir C on a level set of the energy h. Aim of the paper The aim of the present paper is to introuce a issipative moification of the Lie Poisson flow whose ynamics will ten towar conitions that inclue the energy-casimir equilibria of the ieal unmoifie equations starting from any initial state on P. In particular the present paper investigates the effects of imposing selective ecay of a certain Casimir while preserving the energy an vice versa imposing selective ecay of energy while preserving the chosen Casimir. This is accomplishe by using the Lie Poisson structure of the ieal theory an interpreting the resulting moifications of the equations as nonlinear pathways for selective issipation that parameterize the observe effects of the interactions among isparate scales of motion. This type of moification is computable at a single time scale so it may be useful in situations where it woul be computationally prohibitive to rely on the slower inirect effects of viscosity an other types of iffusivity which typically affect both the energy an the Casimir. In particular the present paper takes the Casimir issipation approach of Gay-Balmaz an Holm [2013] further by applying it to 2 an 3 compressible an incompressible magnetohyroynamics (MH).

5 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 5 The new feature of the present paper is its introuction of moifie Lie Poisson equations that escribe the selective ecay of ieal fluis with avecte quantities. Mathematically ieal flows that avect flui properties such as mass heat an magnetic fiel may be escribe by the combine actions of Lie groups on their ual Lie algebras an also on the vector spaces in which the avecte quantities are efine Holm Marsen an Ratiu [1998]. The Casimirs for such flows iffer from the Casimirs of simple ieal flui motion. These ifferences introuce by the avective flow of flui properties yiel new flui equilibria an new nonlinear mechanisms for selective ecay of either energy or Casimirs. In particular the proof of Theorem 2.3 of the present paper shows that uner the geometric selective nonlinear ecay process introuce here the flow tens towar conitions which inclue an exten the class of energy-casimir equilibria of the unmoifie flui equations satisfying δ(h + C) = 0 for extrema of the energy h on a level set of a Casimir C or vice versa for extrema of a Casimir C on a level set of the energy h. These extrema may be either maxima or minima epening on the choice of sign of a parameter (θ) an the sign of the Casimir appearing in the moifie equations. Various types of moifications of the Poisson bracket for Hamiltonian systems have been propose in the literature in orer to inclue issipation. This is usually accomplishe by aing a symmetric bilinear form to the Poisson bracket as initiate by Kaufman [1984]; Morrison [1984]; Grmela [1984]; Morrison [1986]. Specific classes of energy issipation were introuce later in Brockett [1991]; Kanrup [1991]; Bloch et al. [1996]; Holm Putkaraze an Tronci [2008]; Broy Ellis an Holm [2008] by application of a ouble bracket. See also Vallis Carnevale an Young [1989]; Shepher [1990] in which a moification of the transport velocity was use to impose energy issipation with fixe Casimirs in an incompressible flui. As the paper procees we will comment further on the relationships of the present results with those of previous theories. The theory we evelop here uses the Lie-Poisson Hamiltonian framework for ieal fluis to treat either Casimir ecay at fixe energy or energy ecay at fixe Casimirs. That is the same theory is use here to treat selective ecay of either quantity so that the choice of which mechanism to investigate can be mae motivate for example by the effects seen in large-scale numerical simulations of the fully issipative equations. The switch from ecay of the chosen Casimir C at fixe Hamiltonian h to ecay of the Hamiltonian h at fixe Casimir C is accomplishe by a simple exchange C h in one of the key formulas e.g. in equation (1.5). In fact either type of selective ecay leas to the same equilibrium conitions. Selective ecay of Casimirs. Selective ecay of Casimirs is an effect that was first observe in numerical simulations of 2 incompressible turbulence cascaes by Matthaeus an Montgomery [1980] as the rapi ecay of the enstrophy (turbulence intensity) while the energy staye essentially constant. This observe isparity in the time scales for ecay of the energy an the enstrophy in 2 turbulence has a profoun effect on its energy spectrum. In Gay-Balmaz an Holm [2013] selective ecay by Casimir issipation was introuce by moifying the vorticity equation base on the well-known Lie Poisson structure of the Hamiltonian formulation for vorticity ynamics in the case of 2 incompressible flows of ieal fluis Arnol [ ]; Holm Marsen an Ratiu [1998]. In this framework the earlier work of Vallis Carnevale an Young [1989]; Shepher [1990] on selective ecay of energy at fixe values of the Casimirs was recovere by the exchange of the Casimirs an the Hamiltonian in formula (1.5) for the moifie vorticity ynamics. This earlier work stuie selective ecay for the purpose of fining stable equilibrium states. As we show here imposing selective ecay in flui flows with avecte quantities may also enlarge the

6 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 6 class of stable energy-casimir equilibrium states; see Theorem 2.3. In 3 incompressible flui turbulence the energy tens to ecay more rapily that the Casimirs o. This is contrary to selective ecay of turbulence in 2 so a ifferent moeling approach is require in 3. Thus a comprehensive theory must be capable of passing within the same framework from selective ecay of the Casimir in 2 to selective ecay of the energy in 3. This is accomplishe in the present theory by taking avantage of its exchange symmetry uner C h. 1.1 Parameterizing subgriscale effects on macroscales In a previous paper Gay-Balmaz an Holm [2013] the problem of parameterizing the interactions of isparate scales in flui flows was aresse by consiering a property of two-imensional incompressible turbulence. The property consiere was a type of selective ecay in which a Casimir of the ieal formulation (enstrophy in the case of 2 incompressible flows) was observe to ecay rapily in time compare to the much slower ecay of energy. That is the Casimir was observe to ecay while the energy staye essentially constant. The previous paper introuce a nonlinear flui mechanism that prouce the selective ecay by enforcing Casimir issipation at constant energy. This mechanism introuce an aitional geometric feature into the escription of the flow; namely it introuce a Riemannian inner prouct on the space of Eulerian flui variables. The resulting issipation mechanism base on ecay of enstrophy in 2 flows turne out to be relate to the numerical metho of anticipate vorticity iscusse in Saourny an Basevant [ ]. Several examples were given an a general theory of selective ecay was evelope that use the Lie Poisson structure of the ieal theory. A scale-selection operator allowe the resulting moifications of the flui motion equations to be interprete in these examples as parameterizing the nonlinear ynamical interactions between isparate scales. The type of moifie flui equations that was erive in the previous paper was also propose for turbulent geophysical flows where it is computationally prohibitive to rely on the slower inirect effects of a realistic viscosity such as in interactions between large-scale coherent oceanic flows an the much smaller eies. The selective ecay mechanism iscusse in the previous paper was base on Casimir issipation in the example of 2 incompressible flows treate as a ynamical parameterization of the interactions between isparate scales. Following that example the paper iscusse the general theory of selective ecay by Casimir issipation in the Lie algebraic context that unerlies the Lie Poisson Hamiltonian formulation of ieal flui ynamics as explaine in e.g. Holm Marsen an Ratiu [1998]. In particular it evelope the Kelvin circulation theorem an Lagrange- Alembert variational principle for Casimir issipation. In the Lagrange- Alembert formulation the moification of the motion equation to impose selective ecay was seen as an energy-conserving constraint force. Finally the previous paper extene the Casimir issipation theory to inclue fluis that possess avecte quantities such as heat mass buoyancy magnetic fiel etc. by using the stanar metho of Lie Poisson brackets for semiirect-prouct actions of Lie groups on vector spaces reviewe in Holm et al. [1985]. The main subsequent examples were the rotating shallow water equations an the 3 Boussinesq equations for rotating stratifie incompressible flui flows. Plan of the paper. The present paper pursues further the selective ecay approach base on Gay-Balmaz an Holm [2013] whose main results are reviewe in the remainer of this Introuction. The formulations of selective ecay of either Casimirs or energy on semiirect proucts is

7 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 7 summarize in Section 2. The applications to compressible an incompressible 2 an 3 magnetohyroynamics (MH) in Section 3 illustrate the use of the metho for flui ynamics. In particular we erive the moifie MH equations that enforce either selective ecay of Casimirs at fixe energy or vice versa. 1.2 Summary of key equations in Gay-Balmaz an Holm [2013] Let us recall that ieal incompressible 2 flui flows amit a Hamiltonian formulation in terms of a Lie Poisson bracket { } + given by Arnol [ ] [ f(ω) δf = {f h} + (ω) = ω δω ] { δf := ω δω δω } x y. (1.1) δω Here ω is the vorticity of the flow the bracket { } is the 2 Jacobian written as {f h} = J(f h) = f x h y h x f y an the angle bracket in (1.1) is the L 2 pairing in the omain of the (x y) plane. For convenience we shall take the omain to be perioic so we nee not worry about bounary terms arising from integrations by parts. Two types of conservation laws are associate with the Hamiltonian formulation. The first one is the conservation of energy i.e. the Hamiltonian h(ω). Conservation law of energy arises from the antisymmetry of the Lie Poisson bracket as h(ω) = {h h} + (ω) = 0 for any given choice of h. The secon type of conservation law arises because the Lie Poisson bracket has a kernel (i.e. is egenerate) which means there exist functions C(ω) for which C(ω) = {C h} + (ω) = 0 (1.2) for any Hamiltonian h(ω). Functions that satisfy this relation for any Hamiltonian are calle Casimir functions. (Lie calle them istinguishe functions accoring to Olver [2000].) For example the Casimirs for the Lie Poisson bracket (1.1) in the Hamiltonian formulation of 2 incompressible ieal flui motion are C Φ (ω) = Φ(ω) x y for any smooth function Φ Arnol [ ]. Ieal 3 fluis also amit this type of Lie Poisson bracket given by [ δf {f g} + (u) = u δu δg ] 3 x δu where u with iv u = 0 is the velocity an [ ] enotes the Lie bracket of vector fiels i.e. [u v] = v u u u. Lie Poisson brackets an Casimirs. In this paper we shall enote by g a Lie algebra with Lie brackets [ ] an by g a space in weak nonegenerate uality with g. That is there exists a bilinear map (calle a pairing) : g g R such that for any ξ g the conition

8 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 8 µ ξ = 0 for all µ g implies ξ = 0 an similarly for any µ g the conition µ ξ = 0 for all ξ g implies µ = 0. Recall that g carries a natural Poisson structure calle the Lie Poisson structure an given in terms of the pairing by [ δf {f h} + (µ) = µ ] (1.3) (see e.g. Marsen an Ratiu [1994]). Here f g F(g ) are real value functions efine on g an δf/ g enotes the functional erivative of f efine through the uality pairing by δf = ε f(µ + ε). ε=0 The Lie-Poisson bracket in (1.3) is obtaine by symmetry reuction of the canonical Poisson structure on the phase space T G of the Lie group G with Lie algebra g. The symmetry unerlying this reuction is given by right translation by G on T G. In the case of ieal flui motion this symmetry correspons to relabeling symmetry of the Lagrangian in Hamilton s principle. Lie Poisson (LP) equations. The Lie Poisson (LP) equations with Hamiltonian h : g R are by efinition the Hamilton equations associate to the Poisson structure (1.3) i.e. They are explicitly written as f = {f h} + for all f F(g ). (1.4) t µ + a µ = 0 where a ξ : g g is the coajoint operator efine by a ξ µ η = µ [ξ η]. One recalls that the coajoint operator is equivalent to the Lie erivative i.e. a ξ µ = ξ µ when µ g Ω 1 Vol is a 1-form ensity as occurs in the case when µ is the momentum ensity in ieal flui ynamics. Casimir functions. A function C : g R is calle a Casimir function for the Lie Poisson structure (1.3) if it verifies {C f} + = 0 for all functions f F(g ) or equivalently a δc µ = 0 for all µ g. A Casimir function C is therefore a conserve quantity for Lie Poisson equations associate to any choice of the Hamiltonian h. Symmetric bilinear form. Below we will enote by γ µ a (possibly µ-epenent µ g ) symmetric bilinear form γ µ : g g R. This form is sai to be positive if γ µ (ξ ξ) 0 for all ξ g. efinition 1.2 (Casimir-issipative LP equation). Given a Casimir function C(µ) for µ g a positive symmetric bilinear form γ µ an a real number θ > 0 we consier the following moification of the Lie Poisson (LP) ynamical equation (1.4) to prouce the Casimir issipative LP equation: f(µ) ([ δf = {f h} + θ γ µ ] [ δc ]) (1.5)

9 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 9 for arbitrary functions f h : g R. Equation (1.5) yiels the following equation for µ t µ + a µ = θ a [ δc ] (1.6) where : g g is the flat operator associate to γ µ that is for ξ g the linear form ξ g is efine by ξ η = γ µ (ξ η) for all η g. Note that the flat operator nee not be either injective or surjective. Note also that in equation (1.6) above the flat operator is evaluate at µ. It is important to observe that the moification term epens on both the given Hamiltonian function h an the chosen Casimir C. It is convenient to write (1.6) as [ t µ + a µ = 0 with moifie momentum µ := µ + θ δc ]. (1.7) The energy is preserve by the ynamics of equations (1.5) an (1.6) since we have ([ h(µ) = {h h} + θ γ µ ] [ δc ]) = 0. However when θ > 0 the Casimir function C is issipate since C(µ) ([ δc = {C h} + θ γ µ ] [ δc ]) [ = θ δc ] 2 (1.8) where ξ 2 γ := γ µ (ξ ξ) is the quaratic form (possibly egenerate) associate to the positive bilinear form γ µ. Remark 1.3 (Evolution of aitional Casimirs). If the Lie-Poisson bracket { } + in a given case amits an aitional Casimir C then C will evolve accoring to (1.5) as C(µ) ([ { } δ = C h θ γ C ] µ + [ δc ] ) ([ δ = θ γ C ] µ [ δc ] ) (1.9) { } where we have use C h + = 0 because C is a Casimir. Remark 1.4 (Left-invariant case). Recall that the Lie Poisson structure (1.3) is associate to right G-invariance on T G. We have mae this choice because ieal fluis are naturally rightinvariant systems in the Eulerian representation. Other systems such as rigi boies [ are ] left G-invariant. In this case one obtains the Lie Poisson brackets {f g} (µ) = µ an this leas to the following change of sign in the Casimir-issipative LP equation (1.6): t µ a µ = θ a γ δf [ δc ]. (1.10)

10 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 10 The moifie momentum is now an we have in comparison with (1.5) f(µ) [ µ := µ θ δc ] (1.11) ([ δf = {f h} θγ µ ] [ δc ]). Remark 1.5 (Relation with the metriplectic approach). By the following argument one may see that our selective ecay moel (1.5) fits into the framework of the metriplectic ynamics initiate in the work of Morrison [1984] Kaufman [1984] Grmela [1984] Morrison [1986]. Let (P { }) be a Poisson manifol let h C (P ) be the Hamiltonian of the system an C C (P ) a Casimir function. The metriplectic ynamics is formulate as follows (see e.g. Bloch et al. [2012]): f = {f h} + (f C) for all f C (P ) (1.12) where the bracket (f g) := f κ(g) is R-bilinear symmetric an positive (or negative) semiefinite with κ : T P T P a vector bunle map. Moreover it is assume that (f h) = 0 for all f C (P ). We shall now show that (1.5) fits into the context of the metriplectic ynamics. In our case the Poisson manifol is P = g enowe with the Lie Poisson bracket { } ±. Upon replacing C by an arbitrary function g C (g ) the issipative term in (1.5) reas ([ δf θγ µ ] [ δg ]) = θ δf a ( [ δg ] ) µ δf = κ µ where we have efine the vector bunle map κ µ : T µg T µ g by κ µ (ξ) := θ a ( ) δg = (f g) ( [ ξ ] ) µ (1.13) where µ : g g is the flat operator with respect to the pairing given by γ µ. For this vector bunle map the Lie-Poisson form (1.5) belongs to the class (1.12) of metriplectic systems. efinition 1.6 (Energy-issipative LP equation). As iscusse in Gay-Balmaz an Holm [2013] by simply exchanging h an C in the θ-term of equation (1.5) one obtains an energy-issipative LP equation that preserves the chosen Casimir C: f(µ) for arbitrary functions f h : g R. ([ δf = {f h} + θ γ µ δc ] [ δc ]) (1.14) Remark 1.7 (Energy-issipative formulation). In the energy-issipative formulation (1.14) we have C/ = 0 an energy ecay given by h(µ) ([ = {h h} + θ γ µ δc ] [ δc ]) = θ [ δc ] 2. (1.15) γ

11 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 11 By symmetry uner the exchange C h the two rates of ecay are the same in (1.8) an (1.15). An aitional Casimir C woul evolve accoring to equation (1.14) as C(µ) ([ δ = θ γ C ] µ δc [ δc ] ). (1.16) Equation (1.14) also leas to the following equation for µ t µ + a µ = θ a δc [ δc ] (1.17) where : g g is again the flat operator associate to γ µ. Of course these equations follow from (1.6) by exchanging C an h in the θ-term. Energy-Casimir equilibria an their linear stability analysis Theorem 1.8 (Energy-Casimir critical points). Energy-Casimir critical points µ e satisfying δ(h + C)(µ e ) = 0 are steay states of the moifie LP equations (1.6) an (1.17) for both the Casimir-issipative an the energy-issipative cases. Proof. The energy-issipative motion equation (1.17) is equivalent to [ δ(h + C) t µ + a δ(h+c) µ = θ a δc ] (1.18) an the Casimir-issipative motion equation (1.6) is equivalent to [ δ(h + C) t µ + a δ(h+c) µ = θ a ] (1.19) Hence the energy-casimir stationarity conition δ(h + C) = 0 prouces steay states t µ e = 0 of the moifie LP equations in both cases. Remark 1.9 (Linearize equations). The analysis of the linearize stability of energy-casimir equilibria in the energy-issipative case for example procees from the linearization of equation (1.18) aroun µ e for which δ(h + C)(µ e ) = 0. Setting =: µ an efining δ 2 (h + C) = µ 2 (h + C)(µ e ) µ =: µ µ allows the linearization of (1.18) to be written as t µ + a µ µ e = θ a δc e [ µ ]. (1.20) e The linearize equation in the neighborhoo of µ e for the corresponing Casimir-issipative case is obtaine from exchanging h C. The presence of the θ-term on the right han sie of (1.20) alters the linearise spectrum of the energy-casimir equilibria of the unmoifie LP equations. An investigation of the effects of selective ecay on the linear stability properties of the energy-casimir equilibria is quite likely to be interesting. However we shall efer this investigation to another work.

12 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities Comparison with previous approaches General energy issipative systems Note that given a Poisson manifol (P { }) we can formulate the following energy issipative system f = {f h} ((f h)) for all f C (P ) (1.21) where the bracket ((f g)) = f Σ(g) is R-bilinear symmetric an positive semiefinite with Σ : T P T P a vector bunle map. We can impose that a given function C C (P ) is preserve by the system by assuming ((f C)) = 0 for all f C (P ). Our issipative system (1.14) fits into this general picture by choosing ([ δf ((f g)) = θ γ µ δc ] [ δg δc ]) ( [δc ] ) µ i.e. Σ µ (ξ) = θ a δc ξ corresponing to the exchange h C in equation (1.13) ouble-bracket formulations There are apparent similarities in the Lie algebraic formulations of the present energy issipation an the ouble-bracket formulations mentione in the Introuction an reviewe for example in Bloch et al. [2012]. Inee for general Lie algebras the ouble-bracket issipation equations can be written as f(µ) ) = {f h} + (µ) θγ (a δk µ a δf µ (1.22) (compare with equation (1.14) to see the ifferences) where γ is a inner prouct on g γ is the inner prouct inuce on g an k : g R is a given function. One reaily checks that Casimirs are preserve while in the special case k = h the energy issipates. In that case the equation of motion arising from (1.22) is given by t µ + a µ = θ a ( ) µ (1.23) a µ where : g g is the sharp operator associate to γ. See Bloch et al. [1996]; Holm Putkaraze an Tronci [2008] for iscussions of ouble-bracket issipation of energy. Note that (1.22) with h = k fits into the framework of (1.21) Comparison with ouble-bracket issipation Formula (1.23) for ouble-bracket issipation coincies in some particular cases with equations (1.17) obtaine from our approach after exchanging the functions C an h in (1.5). More precisely this coincience occurs in the special case of quaratic Lie algebras i.e. Lie algebras that amit an a-invariant inner prouct γ for example semisimple Lie algebras. In this special case taking the quaratic Casimir C(µ) = 1 γ(µ µ) our equation (1.14) an the ouble bracket equation (1.23) 2

13 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 13 with k = h coincie. In that case (a ξ µ) = a ξ µ an equation (1.23) takes the ouble-bracket form [[ ] ] t µ a µ = θ a ( ) µ = θ a µ µ µ. (1.24) This iscussion generalizes to µ-epenent a-invariant inner proucts γ µ. Examples. Examples of ouble-bracket formulations in flui ynamics inclue Vallis Carnevale an Young [1989]; Shepher [1990] in which a moification of the transport velocity was use to impose energy issipation with fixe Casimirs. The Lie algebraic nature of this moification of the transport velocity becomes clear by rewriting the special case (1.23) of the ouble bracket motion equation (1.22) as t µ + a v µ = 0 with transport velocity v = θ( a µ ). (1.25) Comparison with the triple bracket formalism Let us consier the following general form of a triple bracket on a manifol P {f g h} = C(f g h) f g h C (P ) where C is an antisymmetric 3-contravariant tensor fiel on P. Such a triple bracket can be use to formulate the following energy-issipative system on the Poisson manifol (P { }) f = {f h} ((f h)) for all f C (P ) with ((f g)) := γ (C( C f) C( C g)) (1.26) Here the expression C( C f) enotes the vector (i.e. linear form on T P ) efine by α T P C(α C f) R For example in local coorinates C( C f) is the vector C ijk j C k f an the energy-issipative bracket becomes ((f g)) := γ (C( C f) C( C g)) = γ il C ijk j C k fc lmn m C n g where γ is a (possibly egenerate) metric. In the particular case when P is a quaratic Lie algebra g with a-invariant inner prouct γ then C(ξ η ζ) := γ(ξ [η ζ]) is antisymmetric. Ientifying g with g with the help of γ the triple bracket reas {f g h} = γ( f [ g h]) where f = (f) is the graient of f relative to γ. This is the Lie algebraic generalization of the Nambu bracket (Nambu [1973]) given in Bialynicki-Birula an Morrison [1991]. In this case we have ((f h)) = γ([ C f] [ C h]) which coincies with the issipation term in our system (1.14) in the particular case of quaratic Lie algebras. This remark generalizes easily to a µ-epenent a-invariant inner prouct γ µ. In general however our system (1.14) is not a special case of a triple bracket construction (1.26).

14 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 14 Note that the triple bracket formulation can also be use to formulate a metriplectic ynamics f = {f h} + (f C) for all f C (P ) with (f g) := γ (C( h f) C( h g)). (1.27) This construction was mae in [Bloch et al ] for the special case when P is a quaratic Lie algebra g with a-invariant inner prouct γ an with C(ξ η ζ) := γ(ξ [η ζ]). In this particular case we have (f g) = γ([ h f] [ h g]) an (1.27) coincies with our equation (1.5). However this coincience oes not hol in general. Outlook. In the remainer of this paper we will first concentrate on Casimir issipation at constant energy an then treat the opposite case of energy issipation at a constant Casimir by simply switching h an C as in passing from equation (1.5) to equation (1.14). After this switch we can reuce further to the ouble bracket form seen previously in the literature for the case of a quaratic Casimir an an A-invariant inner prouct on the Lie algebra. To illustrate the metho the explicit formulas for selective energy ecay at fixe values of the Casimir will be iscusse in etail for MH an compare with historical treatments of the selective ecay hypothesis for MH such as Brown Canfiel an Pertsoy [1999] Lagrange- Alembert variational principle Equations (1.6) an (1.17) provie the constraint forces that will guie the ieal MH system into a particular class of equilibria by ecreasing respectively either a particular choice of Casimir at constant energy or vice versa. The balance between the Casimir an energy that occurs at a critical point of their sum etermines the class of equilibria that is achievable by a given choice of constraint force. The existence of a constraint force that will ynamically guie an MH system into a certain class of equilibria (or preserve it once it has been obtaine) may be useful in the esign an control of magnetic confinement evices. The Lagrange- Alembert variational principle extens Hamilton s principle to the case of force systems incluing nonholonomically constraine systems (Bloch [2004]). We now explain following Gay-Balmaz an Holm [2013] how the Casimir-issipative LP equations (1.6) an energyissipative LP equations (1.17) can be obtaine from the Lagrange- Alembert principle. Consier the Lagrangian l : g R relate to h via the Legenre transform that is we have h(µ) = µ ξ l(ξ) µ := δl δξ where we have assume that the secon relation yiels a bijective corresponence between ξ an µ. In terms of l equation (1.6) for Casimir issipation reas 0 t µ + a ξ µ = θ a ξ [ ] δc ξ µ := δl δξ. (1.28) These equations can be obtaine by applying the Lagrange- Alembert variational principle [ T ] T ([ ] ) δc δ l(ξ) + θ γ 0 ξ [ξ ζ] = 0 for variations δξ = t ζ [ξ ζ]

15 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 15 where ζ g is an arbitrary curve vanishing at t = 0 T. Thus in the Lagrange- Alembert formulation the moification of the motion equation to impose selective ecay of the Casimir is seen as an energy-conserving constraint force. Remark Similarly the energy-issipative LP equation (1.17) amits the variational formulation [ T ] T ([ δ l(ξ) + θ γ ξ δc ] [ ]) δc 0 0 ζ = 0 for variations δξ = t ζ [ξ ζ] where ζ g is an arbitrary curve vanishing at t = 0 T Kelvin-Noether theorem The well-known Kelvin circulation theorems for fluis can be seen as reformulations of Noether s theorem an therefore they have an abstract Lie algebraic formulation (the Kelvin-Noether theorems) see Holm Marsen an Ratiu [1998]. We now iscuss the abstract Kelvin circulation theorem for Casimir-issipative LP equation (1.6). In orer to formulate the Kelvin-Noether theorem one has to choose a manifol C on which the group G acts on the left an consier a G-equivariant map K : C g i.e. K(gc) A g ν = 1 K(c) ν g G. Here gc enotes the action of g G on c C an A g enotes the coajoint action efine by A g µ ξ = µ A g ξ where µ g ξ g an A g is the ajoint action of G on g. Given c C an µ g we will refer to K(c) µ as the Kelvin-Noether quantity (Holm Marsen an Ratiu [1998]). In application to fluis C is the space of loops in the flui omain an K is the circulation aroun this loop namely K(c) u x := u x. The Kelvin-Noether theorem for Casimir-issipative LP equations is formulate as follows. Proposition Fix c 0 C an consier a solution µ(t) of the Casimir-issipative LP equation (1.6). Let g(t) G be the curve etermine by the equation = ġg 1 g(0) = e. Then the time erivative of the Kelvin-Noether quantity K(g(t)c 0 ) µ(t) associate to this solution is [ δc K(g(t)c 0) µ(t) = θ K(g(t)c 0 ) a ]. Note that g(t) G is the motion in Lagrangian coorinates associate to the evolution of the momentum µ(t) g in Eulerian coorinates. The θ term is an extra source of circulation with a ouble commutator. This term is absent in the orinary Lie Poisson case (i.e. for θ = 0) an therefore in this case the Kelvin-Noether quantity K(g(t)c 0 ) µ(t) is conserve along solutions. Corollary In the case of the energy-issipative LP equation (1.17) the Kelvin-Noether theorem is foun from the exchange C h to be [ K(g(t)c 0) µ(t) = θ K(g(t)c 0 ) a δc δc ]. c

16 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities Example: the rigi boy The Lie Poisson bracket on the ual Lie algebra of so(3) may be written on R 3 as {F h} (Π) = Π δf δπ δπ (1.29) with Π R 3. The corresponing Lie Poisson motion equation is for the left-invariant case Π Π δπ = 0. This equation escribes the motion of a rigi boy with Hamiltonian h(π) = 1Π 2 I 1 Π an symmetric positive-efinite moment of inertia tensor I whose principle moments are assume to be orere as I 1 > I 2 > I 3. The Casimir for this Lie Poisson bracket is C(Π) = 1 2 Π 2 with δc = Π δπ an one may check that the Lie-Poisson bracket (1.29) yiels {C h} = 0 for any Hamiltonian h. Selective Casimir ecay for the rigi boy. The moifie momentum inuce by the principle of selective ecay of Casimirs is foun from equation (1.11) in this case to be ( δc Π = Π + θ δπ ) ( = Π + θ Π ). δπ δπ The angular velocity of the rigi boy is given by = Ω = δπ I 1 Π. Choosing the usual inner prouct on R 3 for the bilinear form γ Π yiels = I which implies from equation (1.10) that Π Π Ω = θ(π Ω) Ω so that 1 2 Π2 = θ Ω Π 2 0. (1.30) One might also have chosen the inner prouct γ I associate with the inertia tensor I in which case 1 Π Π Ω = θi(π Ω) Ω 2 Π2 = θi(ω Π) (Ω Π) 0. Selective energy ecay for the rigi boy. Upon choosing instea to issipate the energy at a fixe value of the Casimir an taking the usual inner prouct on R 3 for the bilinear form γ Π so that = I the moifie Lie Poisson motion equation for selective ecay of energy is foun from equation (1.17) written in the left-invariant case. Thus for the rigi boy Hamiltonian h(π) = 1Π 2 I 1 Π an Casimir C(Π) = 1 2 Π 2 this becomes Π + Ω Π = θ Π (Π Ω) (1.31) which is the Lanau-Lifshitz equation for spatially homogeneous ynamics of magnetization (Π) at the microscopic scale Lanau an Lifshitz [1935]. Consequently for this choice of the inner prouct given by the bilinear form γ Π the rigi boy energy ecays as ( ) 1 2 Ω Π = Ω Π = θ Ω Π 2 0. Remark By the exchange symmetry of the ynamics of (1.5) an (1.14) uner h C the energy of the rigi boy ecays at constant Casimir at the same rate as its Casimir ecays at constant energy. The ecay of either the energy or the Casimir ens at an equilibrium of the rigi boy flow at which the angular frequency Ω an the Π angular momentum are aligne so that Ω Π = 0 as expecte from applying the energy-casimir stability metho in the example of the rigi boy flow Holm et al. [1984].

17 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 17 Figures for selective ecay of rigi-boy energy at constant Casimir. Equation (1.31) governs energy ecay of the rigi boy flow while preserving the Casimir whose level set efines angular momentum spheres in R 3. The basins of attractions for the two North (green) an South (blue) least energy states are shown in Figures 1.1 for two ifferent values of θ. Along the basin bounaries in these figures a slight change in the initial conitions may result in approaches to iametrically opposite equilibrium states asymptotically in time Π3 0.0 Π Π Π Π Π 1 Figure 1.1: Left: For the solution curves of (1.31) with θ = 0.1 this Figure shows the basins of attraction of the North (green) an South (blue) least energy states (of longest principle axis) lying at opposite points on the angular momentum sphere. Initial conitions starting in the blue (resp. re) region stay in the blue (resp. green) region. Along the basin bounaries a slight change in the initial conitions may result in asymptotic approaches to iametrically opposite equilibrium states. Right: For the solution curves of (1.31) with θ = 0.3 this Figure shows the basins of attraction of the North (green) an South (blue) least energy states (of longest principle axis) lying at opposite points on the angular momentum sphere. Initial conitions starting in the blue (resp. green) region stay in the blue (resp. re) region. Along the basin bounaries a slight change in the initial conitions may result in asymptotic approaches to iametrically opposite equilibrium states. 2 Selective ecay on semiirect proucts 2.1 Semiirect proucts The Hamiltonian structure of fluis that possess avecte quantities such as heat mass buoyancy magnetic fiel etc. can be unerstoo by using Lie Poisson brackets for semiirect-prouct Lie algebras Marsen Ratiu an Weinstein [1984]. In this setting besies the Lie group configuration space G one nees to inclue a vector space V on which G acts linearly. Its ual vector space V contains the avecte quantities. One then consiers the semiirect prouct G S V with Lie algebra g S V an the Hamiltonian structure is given by the Lie Poisson bracket (1.3) written on (g S V ) instea of g. We refer to Marsen Ratiu an Weinstein [1984] Holm Marsen an Ratiu [1998] for a etaile treatment. Given

18 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 18 a Hamiltonian function h = h(µ a) with h : (g S V ) R one thus obtains the Lie Poisson equations t (µ a) + a ( (µ a) = 0 (2.1) δa) for µ(t) g an a(t) V. More explicitly making use of the expression for the a -operator in the semiirect prouct case these equations rea t µ + a µ + δa a = 0 where the operator : V V g is efine by ta + a = 0 (2.2) v a ξ := aξ v for all v V a V an ξ g (2.3) an aξ V enotes the (right) Lie algebra action of ξ g on a V. Casimir issipation for semiirect proucts. From the Lie algebraic point of view the irect generalization of (1.6) to semiirect prouct Lie groups woul be [( δc t (µ a) + a ( δa) (µ a) = θ a ( δa) δc ) ( δa )] (2.4) δa where the flat operator : g V g V is associate to a positive symmetric bilinear map γ (µa) : (g V ) (g V ) R. Using the expression [(ξ v) (η w)] = ([ξ η] vη wξ) for the Lie bracket on g S V we can write (2.4) as in which both µ an a are moifie as ( µ ã) = (µ a) + θ t (µ a) + a ( ( µ ã) = 0 (2.5) δa) ([ δc ] δc δa δc δa ). (2.6) By using the formula a (ξv)(µ a) = (a ξ µ + v a aξ) in equation (2.5) one fins the explicit Casimir-issipative system t µ + a µ + δa ã = 0 ta + ã = 0. (2.7) When γ is iagonal on the Cartesian prouct g V we can write (ξ v) = (ξ v ) an (2.7) can be written explicitly as t µ + a µ + [ δa a + θ a δc ] + θ ( δa δc δa δc ) = 0 δa t a + a ( + θ δc δa δc ) (2.8) δa = 0. One may verify that the moifie semiirect-prouct Lie Poisson system (2.4) issipates the Casimir C while keeping energy conserve uner the moification of both µ an a. Namely one computes the Lie Poisson form ([( f(µ a) δf = {f h} + (µ a) θγ δf ) ( δa )] [( δc δa δc ) ( δa )]) (2.9) δa

19 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 19 which for f = h shows that the energy is conserve while for f = C shows that the Casimir issipates. Remark 2.1 (A simplification for δc = 0). Note that the moification of µ in the system (2.7) implies a moification of the µ-equation only. However a moification of a alone will yiel a moification of both the µ- an a-equations. For example if δc = 0 then equation (2.6) reuces to ( ) δc µ = µ ã = a θ (2.10) δa an equation (2.8) simplifies to t µ + a µ + δa a = θ ( δc δa δa ) t a + a ( δc = θ δa ). (2.11) Energy issipation for semiirect proucts. Exchanging the role of h an C in the θ-term of (2.4) we get the energy-issipative LP equation which preserves the Casimir C for semiirect prouct Lie groups t (µ a) + a ( δa) (µ a) = θ a ( δc δc δa ) In Lie Poisson form this becomes f(µ a) = {f h} + (µ a) θ γ ([ δc ] δc δa δc δa ) (2.12) ([( δf δf ) ( δc δa δc )] [( δa ) ( δc δa δc )]) (2.13) δa which for f = h shows that the energy issipates as h(µ a) [ = θ δc ] 2 θ δc δa δc δa γ 2 γ (2.14) while for f = C equation (2.13) shows that the Casimir is conserve uner the ynamics of (2.13). After using the formula a (ξv)(µ a) = (a ξ µ + v a aξ) for the coajoint operator of the semiirect prouct g S V an assuming that γ is iagonal on the Cartesian prouct g V the system (2.12) is explicitly given by t µ + a µ + t a + a + θ δa a + θ a δc ( δc δa δc δa Remark 2.2 (Simplifications for δc simplifies to [ δc ) δc = 0. = 0). When δc t µ + a µ + δa a = θ δc ( δc δa δa ] + θ δc δa ( δc δa δc δa ) = 0 (2.15) = 0 the energy-issipative system (2.15) ) t a + a = 0 (2.16)

20 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 20 cf. equation (2.11) for the corresponing simplification in the Casimir-issipative case. Note that contrary to the Casimir issipative case (Remark 2.1) the avection equation is left unchange. The LP form of (2.16) may be obtaine by substitution to fin f = δf tµ + δf δa ta = {f h} + (µ a) θ γ ( δc δa δc δa ) δf. (2.17) Setting f = h in the final equation of (2.17) gives the energy issipation equation h(µ a) ( δc = θ γ δa δc ) = θ δa δc δa 2 γ (2.18) which may also be obtaine by setting f = h an δc equation (2.13) to fin h(µ a) ( = θ 0 δc δa = 0 in the moifie energy-issipative LP ) 2. (2.19) γ Finally setting f = C an using δc = 0 in the final equation of (2.17) shows that the energyissipative system (2.16) preserves the Casimir C. 2.2 Convergence to steay states of the unmoifie LP equations In the iscussions below we shall assume that the solutions of the moifie (issipative) equations possess long-time existence. That is we shall work formally from the viewpoint of mathematical analysis an ignore the possibility of blow up in finite time. Theorem 2.3 (Steay states). For either Casimir-issipative or energy-issipative LP equations for semiirect prouct Lie groups uner the moifie ynamics (2.4) or (2.12) the issipate quantity (Casimir or energy respectively) assume to be positive 1 ecreases in time until the moifie system reaches a set of states that inclue the energy-casimir equilibria associate to the Casimir C namely δ(h + C) = 0 inepenently of the Lie algebra an the choice of Casimir. Proof. Although a shorter proof of this theorem can be given we choose to present it in three ifferent cases epening on how the avecte variables are treate. This allows us to make several relevant comments in the proof. These cases are the following: (I) the avecte variables a are absent; (II) all of the variables µ a are moifie; an (III) the avecte variables a are present but are left unmoifie. (I) The first class is the case in which the avecte variables a are absent so that h = h(µ). In this case for (1.6) resp. (1.17) we have C(µ) = θ [ δc ] 2 γ resp. h(µ) = θ [ δc 1 As iscusse in Gay-Balmaz an Holm [2013] one may assume C 0 knowing that if C 0 is inefinite one may replace it in these formulas by its square C C 2 since the squares of Casimirs are still Casimirs. ] 2 γ.

21 Gay-Balmaz an Holm Casimir issipation in fluis with avecte quantities 21 Thus if h C 0 an γ is nonegenerate both solutions converge to an asymptotic state with [ δc ] = 0. (2.20) This conition hols for steay states µ e that satisfy the energy-casimir equilibrium conition δ(h + C)/ = 0 at µ = µ e inepenently of the Lie algebra an the choice of Casimir. Note also that (2.20) means that the θ-term in the moifie equation (2.17) tens to zero. (A) In the special case when an a-invariant pairing κ exists (e.g. if g is semisimple) then a ξ µ = [µ ξ] an if we choose the Casimir C(µ) = 1 κ(µ µ) then 2 [ δc ] = a µ an in this case the solutions of both the Casimir issipative an energy issipative LP equations converge to a steay state for any choice of the Hamiltonian h an for all equilibria not just for energy-casimir equilibria. This is the case for the rigi boy an for the 2 ieal flui. (B) The above setting is not the only one in which this occurs. For example for ieal incompressible 3 fluis with the helicity Casimir C = u curl u 3 x the conition (2.20) becomes [u curl u] = 0 i.e. curl(u curl u) = 0 i.e. u ω = p. These equilibria are the steay Lamb flows in which the level sets of pressure p form symplectic manifols Arnol an Khesin [1998]. In this situation both the energy-issipative an Casimirissipative LP equations converge to a steay state of the unmoifie equations. The latter hols for the case that the Casimir is taken to be helicity-square cf. the footnote above. (II) For a semiirect prouct LP system in which all variables are moifie as in (2.4) an (2.12) an if γ is nonegenerate on g V the equations converge as in (2.14) to a state with both [ δc ] = 0 an δc δa δc δa = 0. (2.21) These conitions mean that the θ-term in the moifie equation (2.17) tens to zero. Again this pair of conitions is satisfie for steay states (µ e a e ) that satisfy the energy-casimir equilibrium conition δ(h+c)/δ(µ a) = 0 at (µ a) = (µ e a e ) inepenently of the Lie algebra an the choice of Casimir provie δc 0. When δc = 0 conition (2.21) reuces to 0 = δc δa (2.22) which is an equilibrium state of the selective ecay equation of energy (resp. Casimir) for δc = 0 as given in (2.18). The requirement δc = 0 restricts the choice of Casimirs for either the moifie LP equations or the energy-casimir equilibrium conitions of the unmoifie equations. However this case still

ANALYSIS OF A GENERAL FAMILY OF REGULARIZED NAVIER-STOKES AND MHD MODELS

ANALYSIS OF A GENERAL FAMILY OF REGULARIZED NAVIER-STOKES AND MHD MODELS ANALYSIS OF A GENERAL FAMILY OF REGULARIZED NAVIER-STOKES AND MHD MODELS MICHAEL HOLST, EVELYN LUNASIN, AND GANTUMUR TSOGTGEREL ABSTRACT. We consier a general family of regularize Navier-Stokes an Magnetohyroynamics

More information

Geometric dynamics of optimization

Geometric dynamics of optimization Geometric ynamics of optimization François Gay-Balmaz 1, Darryl D. Holm 2, an Tuor S. Ratiu 3 Abstract arxiv:912.2989v3 [nlin.cd] 19 Jun 211 This paper investigates a family of ynamical systems arising

More information

CONSERVATION PROPERTIES OF SMOOTHED PARTICLE HYDRODYNAMICS APPLIED TO THE SHALLOW WATER EQUATIONS

CONSERVATION PROPERTIES OF SMOOTHED PARTICLE HYDRODYNAMICS APPLIED TO THE SHALLOW WATER EQUATIONS BIT 0006-3835/00/4004-0001 $15.00 200?, Vol.??, No.??, pp.?????? c Swets & Zeitlinger CONSERVATION PROPERTIES OF SMOOTHE PARTICLE HYROYNAMICS APPLIE TO THE SHALLOW WATER EQUATIONS JASON FRANK 1 an SEBASTIAN

More information

1 M3-4-5A16 Assessed Problems # 1: Do 4 out of 5 problems

1 M3-4-5A16 Assessed Problems # 1: Do 4 out of 5 problems D. D. Holm M3-4-5A16 Assesse Problems # 1 Due 1 Nov 2012 1 1 M3-4-5A16 Assesse Problems # 1: Do 4 out of 5 problems Exercise 1.1 (Poisson brackets for the Hopf map) Figure 1: The Hopf map. In coorinates

More information

GEODESIC BOUNDARY VALUE PROBLEMS WITH SYMMETRY. Colin J. Cotter. Darryl D. Holm. (Communicated by the associate editor name)

GEODESIC BOUNDARY VALUE PROBLEMS WITH SYMMETRY. Colin J. Cotter. Darryl D. Holm. (Communicated by the associate editor name) Manuscript submitte to AIMS Journals Volume X, Number 0X, XX 200X Website: http://aimsciences.org pp. X XX GEODESIC BOUNDARY VALUE PROBLEMS WITH SYMMETRY Colin J. Cotter Department of Aeronautics Imperial

More information

Table of Common Derivatives By David Abraham

Table of Common Derivatives By David Abraham Prouct an Quotient Rules: Table of Common Derivatives By Davi Abraham [ f ( g( ] = [ f ( ] g( + f ( [ g( ] f ( = g( [ f ( ] g( g( f ( [ g( ] Trigonometric Functions: sin( = cos( cos( = sin( tan( = sec

More information

arxiv: v1 [physics.flu-dyn] 8 May 2014

arxiv: v1 [physics.flu-dyn] 8 May 2014 Energetics of a flui uner the Boussinesq approximation arxiv:1405.1921v1 [physics.flu-yn] 8 May 2014 Kiyoshi Maruyama Department of Earth an Ocean Sciences, National Defense Acaemy, Yokosuka, Kanagawa

More information

Lie symmetry and Mei conservation law of continuum system

Lie symmetry and Mei conservation law of continuum system Chin. Phys. B Vol. 20, No. 2 20 020 Lie symmetry an Mei conservation law of continuum system Shi Shen-Yang an Fu Jing-Li Department of Physics, Zhejiang Sci-Tech University, Hangzhou 3008, China Receive

More information

θ x = f ( x,t) could be written as

θ x = f ( x,t) could be written as 9. Higher orer PDEs as systems of first-orer PDEs. Hyperbolic systems. For PDEs, as for ODEs, we may reuce the orer by efining new epenent variables. For example, in the case of the wave equation, (1)

More information

Conservation Laws. Chapter Conservation of Energy

Conservation Laws. Chapter Conservation of Energy 20 Chapter 3 Conservation Laws In orer to check the physical consistency of the above set of equations governing Maxwell-Lorentz electroynamics [(2.10) an (2.12) or (1.65) an (1.68)], we examine the action

More information

Lecture 2 Lagrangian formulation of classical mechanics Mechanics

Lecture 2 Lagrangian formulation of classical mechanics Mechanics Lecture Lagrangian formulation of classical mechanics 70.00 Mechanics Principle of stationary action MATH-GA To specify a motion uniquely in classical mechanics, it suffices to give, at some time t 0,

More information

Curvature, Conformal Mapping, and 2D Stationary Fluid Flows. Michael Taylor

Curvature, Conformal Mapping, and 2D Stationary Fluid Flows. Michael Taylor Curvature, Conformal Mapping, an 2D Stationary Flui Flows Michael Taylor 1. Introuction Let Ω be a 2D Riemannian manifol possibly with bounary). Assume Ω is oriente, with J enoting counterclockwise rotation

More information

Centrum voor Wiskunde en Informatica

Centrum voor Wiskunde en Informatica Centrum voor Wiskune en Informatica Moelling, Analysis an Simulation Moelling, Analysis an Simulation Conservation properties of smoothe particle hyroynamics applie to the shallow water equations J.E.

More information

The total derivative. Chapter Lagrangian and Eulerian approaches

The total derivative. Chapter Lagrangian and Eulerian approaches Chapter 5 The total erivative 51 Lagrangian an Eulerian approaches The representation of a flui through scalar or vector fiels means that each physical quantity uner consieration is escribe as a function

More information

Physics 5153 Classical Mechanics. The Virial Theorem and The Poisson Bracket-1

Physics 5153 Classical Mechanics. The Virial Theorem and The Poisson Bracket-1 Physics 5153 Classical Mechanics The Virial Theorem an The Poisson Bracket 1 Introuction In this lecture we will consier two applications of the Hamiltonian. The first, the Virial Theorem, applies to systems

More information

Discrete Hamilton Jacobi Theory and Discrete Optimal Control

Discrete Hamilton Jacobi Theory and Discrete Optimal Control 49th IEEE Conference on Decision an Control December 15-17, 2010 Hilton Atlanta Hotel, Atlanta, GA, USA Discrete Hamilton Jacobi Theory an Discrete Optimal Control Tomoi Ohsawa, Anthony M. Bloch, an Melvin

More information

Euler equations for multiple integrals

Euler equations for multiple integrals Euler equations for multiple integrals January 22, 2013 Contents 1 Reminer of multivariable calculus 2 1.1 Vector ifferentiation......................... 2 1.2 Matrix ifferentiation........................

More information

ON THE GEOMETRIC APPROACH TO THE MOTION OF INERTIAL MECHANICAL SYSTEMS

ON THE GEOMETRIC APPROACH TO THE MOTION OF INERTIAL MECHANICAL SYSTEMS ON THE GEOMETRIC APPROACH TO THE MOTION OF INERTIAL MECHANICAL SYSTEMS ADRIAN CONSTANTIN AND BORIS KOLEV Abstract. Accoring to the principle of least action, the spatially perioic motions of one-imensional

More information

Port-Hamiltonian systems: an introductory survey

Port-Hamiltonian systems: an introductory survey Port-Hamiltonian systems: an introuctory survey Arjan van er Schaft Abstract. The theory of port-hamiltonian systems provies a framework for the geometric escription of network moels of physical systems.

More information

Introduction to the Vlasov-Poisson system

Introduction to the Vlasov-Poisson system Introuction to the Vlasov-Poisson system Simone Calogero 1 The Vlasov equation Consier a particle with mass m > 0. Let x(t) R 3 enote the position of the particle at time t R an v(t) = ẋ(t) = x(t)/t its

More information

DIFFERENTIAL GEOMETRY, LECTURE 15, JULY 10

DIFFERENTIAL GEOMETRY, LECTURE 15, JULY 10 DIFFERENTIAL GEOMETRY, LECTURE 15, JULY 10 5. Levi-Civita connection From now on we are intereste in connections on the tangent bunle T X of a Riemanninam manifol (X, g). Out main result will be a construction

More information

Assignment 1. g i (x 1,..., x n ) dx i = 0. i=1

Assignment 1. g i (x 1,..., x n ) dx i = 0. i=1 Assignment 1 Golstein 1.4 The equations of motion for the rolling isk are special cases of general linear ifferential equations of constraint of the form g i (x 1,..., x n x i = 0. i=1 A constraint conition

More information

Switching Time Optimization in Discretized Hybrid Dynamical Systems

Switching Time Optimization in Discretized Hybrid Dynamical Systems Switching Time Optimization in Discretize Hybri Dynamical Systems Kathrin Flaßkamp, To Murphey, an Sina Ober-Blöbaum Abstract Switching time optimization (STO) arises in systems that have a finite set

More information

Optimal Variable-Structure Control Tracking of Spacecraft Maneuvers

Optimal Variable-Structure Control Tracking of Spacecraft Maneuvers Optimal Variable-Structure Control racking of Spacecraft Maneuvers John L. Crassiis 1 Srinivas R. Vaali F. Lanis Markley 3 Introuction In recent years, much effort has been evote to the close-loop esign

More information

Chapter 6: Energy-Momentum Tensors

Chapter 6: Energy-Momentum Tensors 49 Chapter 6: Energy-Momentum Tensors This chapter outlines the general theory of energy an momentum conservation in terms of energy-momentum tensors, then applies these ieas to the case of Bohm's moel.

More information

Magnetic helicity evolution in a periodic domain with imposed field

Magnetic helicity evolution in a periodic domain with imposed field PHYSICAL REVIEW E 69, 056407 (2004) Magnetic helicity evolution in a perioic omain with impose fiel Axel Branenburg* Norita, Blegamsvej 17, DK-2100 Copenhagen Ø, Denmark William H. Matthaeus University

More information

TRAJECTORY TRACKING FOR FULLY ACTUATED MECHANICAL SYSTEMS

TRAJECTORY TRACKING FOR FULLY ACTUATED MECHANICAL SYSTEMS TRAJECTORY TRACKING FOR FULLY ACTUATED MECHANICAL SYSTEMS Francesco Bullo Richar M. Murray Control an Dynamical Systems California Institute of Technology Pasaena, CA 91125 Fax : + 1-818-796-8914 email

More information

CHAPTER 1 : DIFFERENTIABLE MANIFOLDS. 1.1 The definition of a differentiable manifold

CHAPTER 1 : DIFFERENTIABLE MANIFOLDS. 1.1 The definition of a differentiable manifold CHAPTER 1 : DIFFERENTIABLE MANIFOLDS 1.1 The efinition of a ifferentiable manifol Let M be a topological space. This means that we have a family Ω of open sets efine on M. These satisfy (1), M Ω (2) the

More information

u t v t v t c a u t b a v t u t v t b a

u t v t v t c a u t b a v t u t v t b a Nonlinear Dynamical Systems In orer to iscuss nonlinear ynamical systems, we must first consier linear ynamical systems. Linear ynamical systems are just systems of linear equations like we have been stuying

More information

LECTURE 1: BASIC CONCEPTS, PROBLEMS, AND EXAMPLES

LECTURE 1: BASIC CONCEPTS, PROBLEMS, AND EXAMPLES LECTURE 1: BASIC CONCEPTS, PROBLEMS, AND EXAMPLES WEIMIN CHEN, UMASS, SPRING 07 In this lecture we give a general introuction to the basic concepts an some of the funamental problems in symplectic geometry/topology,

More information

Lecture XVI: Symmetrical spacetimes

Lecture XVI: Symmetrical spacetimes Lecture XVI: Symmetrical spacetimes Christopher M. Hirata Caltech M/C 350-17, Pasaena CA 91125, USA (Date: January 4, 2012) I. OVERVIEW Our principal concern this term will be symmetrical solutions of

More information

Chapter 2 Lagrangian Modeling

Chapter 2 Lagrangian Modeling Chapter 2 Lagrangian Moeling The basic laws of physics are use to moel every system whether it is electrical, mechanical, hyraulic, or any other energy omain. In mechanics, Newton s laws of motion provie

More information

6 General properties of an autonomous system of two first order ODE

6 General properties of an autonomous system of two first order ODE 6 General properties of an autonomous system of two first orer ODE Here we embark on stuying the autonomous system of two first orer ifferential equations of the form ẋ 1 = f 1 (, x 2 ), ẋ 2 = f 2 (, x

More information

Agmon Kolmogorov Inequalities on l 2 (Z d )

Agmon Kolmogorov Inequalities on l 2 (Z d ) Journal of Mathematics Research; Vol. 6, No. ; 04 ISSN 96-9795 E-ISSN 96-9809 Publishe by Canaian Center of Science an Eucation Agmon Kolmogorov Inequalities on l (Z ) Arman Sahovic Mathematics Department,

More information

The Principle of Least Action

The Principle of Least Action Chapter 7. The Principle of Least Action 7.1 Force Methos vs. Energy Methos We have so far stuie two istinct ways of analyzing physics problems: force methos, basically consisting of the application of

More information

The effect of nonvertical shear on turbulence in a stably stratified medium

The effect of nonvertical shear on turbulence in a stably stratified medium The effect of nonvertical shear on turbulence in a stably stratifie meium Frank G. Jacobitz an Sutanu Sarkar Citation: Physics of Fluis (1994-present) 10, 1158 (1998); oi: 10.1063/1.869640 View online:

More information

Noether s theorem applied to classical electrodynamics

Noether s theorem applied to classical electrodynamics Noether s theorem applie to classical electroynamics Thomas B. Mieling Faculty of Physics, University of ienna Boltzmanngasse 5, 090 ienna, Austria (Date: November 8, 207) The consequences of gauge invariance

More information

Math 342 Partial Differential Equations «Viktor Grigoryan

Math 342 Partial Differential Equations «Viktor Grigoryan Math 342 Partial Differential Equations «Viktor Grigoryan 6 Wave equation: solution In this lecture we will solve the wave equation on the entire real line x R. This correspons to a string of infinite

More information

Nöether s Theorem Under the Legendre Transform by Jonathan Herman

Nöether s Theorem Under the Legendre Transform by Jonathan Herman Nöether s Theorem Uner the Legenre Transform by Jonathan Herman A research paper presente to the University of Waterloo in fulfilment of the research paper requirement for the egree of Master of Mathematics

More information

Witten s Proof of Morse Inequalities

Witten s Proof of Morse Inequalities Witten s Proof of Morse Inequalities by Igor Prokhorenkov Let M be a smooth, compact, oriente manifol with imension n. A Morse function is a smooth function f : M R such that all of its critical points

More information

A groupoid approach to geometric mechanics

A groupoid approach to geometric mechanics A groupoi approach to geometric mechanics Daniel Fusca * Contents 1 Introuction 3 1.1 Main results........................................ 4 1.2 Methos an applications................................ 7

More information

Invariants and Labels in Lie Poisson Systems

Invariants and Labels in Lie Poisson Systems Invariants and Labels in Lie Poisson Systems JEAN-LUC THIFFEAULT a AN P.J. MORRISON b Institute for Fusion Studies and epartment of Physics,University of Texas at Austin, Austin, Texas, 78712-1060 ABSTRACT:

More information

Separation of Variables

Separation of Variables Physics 342 Lecture 1 Separation of Variables Lecture 1 Physics 342 Quantum Mechanics I Monay, January 25th, 2010 There are three basic mathematical tools we nee, an then we can begin working on the physical

More information

Lecture XII. where Φ is called the potential function. Let us introduce spherical coordinates defined through the relations

Lecture XII. where Φ is called the potential function. Let us introduce spherical coordinates defined through the relations Lecture XII Abstract We introuce the Laplace equation in spherical coorinates an apply the metho of separation of variables to solve it. This will generate three linear orinary secon orer ifferential equations:

More information

Convective heat transfer

Convective heat transfer CHAPTER VIII Convective heat transfer The previous two chapters on issipative fluis were evote to flows ominate either by viscous effects (Chap. VI) or by convective motion (Chap. VII). In either case,

More information

Lagrangian and Hamiltonian Dynamics

Lagrangian and Hamiltonian Dynamics Lagrangian an Hamiltonian Dynamics Volker Perlick (Lancaster University) Lecture 1 The Passage from Newtonian to Lagrangian Dynamics (Cockcroft Institute, 22 February 2010) Subjects covere Lecture 2: Discussion

More information

4. Important theorems in quantum mechanics

4. Important theorems in quantum mechanics TFY4215 Kjemisk fysikk og kvantemekanikk - Tillegg 4 1 TILLEGG 4 4. Important theorems in quantum mechanics Before attacking three-imensional potentials in the next chapter, we shall in chapter 4 of this

More information

arxiv: v1 [math-ph] 5 May 2014

arxiv: v1 [math-ph] 5 May 2014 DIFFERENTIAL-ALGEBRAIC SOLUTIONS OF THE HEAT EQUATION VICTOR M. BUCHSTABER, ELENA YU. NETAY arxiv:1405.0926v1 [math-ph] 5 May 2014 Abstract. In this work we introuce the notion of ifferential-algebraic

More information

Darboux s theorem and symplectic geometry

Darboux s theorem and symplectic geometry Darboux s theorem an symplectic geometry Liang, Feng May 9, 2014 Abstract Symplectic geometry is a very important branch of ifferential geometry, it is a special case of poisson geometry, an coul also

More information

inflow outflow Part I. Regular tasks for MAE598/494 Task 1

inflow outflow Part I. Regular tasks for MAE598/494 Task 1 MAE 494/598, Fall 2016 Project #1 (Regular tasks = 20 points) Har copy of report is ue at the start of class on the ue ate. The rules on collaboration will be release separately. Please always follow the

More information

WUCHEN LI AND STANLEY OSHER

WUCHEN LI AND STANLEY OSHER CONSTRAINED DYNAMICAL OPTIMAL TRANSPORT AND ITS LAGRANGIAN FORMULATION WUCHEN LI AND STANLEY OSHER Abstract. We propose ynamical optimal transport (OT) problems constraine in a parameterize probability

More information

'HVLJQ &RQVLGHUDWLRQ LQ 0DWHULDO 6HOHFWLRQ 'HVLJQ 6HQVLWLYLW\,1752'8&7,21

'HVLJQ &RQVLGHUDWLRQ LQ 0DWHULDO 6HOHFWLRQ 'HVLJQ 6HQVLWLYLW\,1752'8&7,21 Large amping in a structural material may be either esirable or unesirable, epening on the engineering application at han. For example, amping is a esirable property to the esigner concerne with limiting

More information

7.1 Support Vector Machine

7.1 Support Vector Machine 67577 Intro. to Machine Learning Fall semester, 006/7 Lecture 7: Support Vector Machines an Kernel Functions II Lecturer: Amnon Shashua Scribe: Amnon Shashua 7. Support Vector Machine We return now to

More information

Calculus of Variations

Calculus of Variations 16.323 Lecture 5 Calculus of Variations Calculus of Variations Most books cover this material well, but Kirk Chapter 4 oes a particularly nice job. x(t) x* x*+ αδx (1) x*- αδx (1) αδx (1) αδx (1) t f t

More information

The Kepler Problem. 1 Features of the Ellipse: Geometry and Analysis

The Kepler Problem. 1 Features of the Ellipse: Geometry and Analysis The Kepler Problem For the Newtonian 1/r force law, a miracle occurs all of the solutions are perioic instea of just quasiperioic. To put it another way, the two-imensional tori are further ecompose into

More information

On the number of isolated eigenvalues of a pair of particles in a quantum wire

On the number of isolated eigenvalues of a pair of particles in a quantum wire On the number of isolate eigenvalues of a pair of particles in a quantum wire arxiv:1812.11804v1 [math-ph] 31 Dec 2018 Joachim Kerner 1 Department of Mathematics an Computer Science FernUniversität in

More information

G4003 Advanced Mechanics 1. We already saw that if q is a cyclic variable, the associated conjugate momentum is conserved, L = const.

G4003 Advanced Mechanics 1. We already saw that if q is a cyclic variable, the associated conjugate momentum is conserved, L = const. G4003 Avance Mechanics 1 The Noether theorem We alreay saw that if q is a cyclic variable, the associate conjugate momentum is conserve, q = 0 p q = const. (1) This is the simplest incarnation of Noether

More information

Free rotation of a rigid body 1 D. E. Soper 2 University of Oregon Physics 611, Theoretical Mechanics 5 November 2012

Free rotation of a rigid body 1 D. E. Soper 2 University of Oregon Physics 611, Theoretical Mechanics 5 November 2012 Free rotation of a rigi boy 1 D. E. Soper 2 University of Oregon Physics 611, Theoretical Mechanics 5 November 2012 1 Introuction In this section, we escribe the motion of a rigi boy that is free to rotate

More information

Examining Geometric Integration for Propagating Orbit Trajectories with Non-Conservative Forcing

Examining Geometric Integration for Propagating Orbit Trajectories with Non-Conservative Forcing Examining Geometric Integration for Propagating Orbit Trajectories with Non-Conservative Forcing Course Project for CDS 05 - Geometric Mechanics John M. Carson III California Institute of Technology June

More information

The Ehrenfest Theorems

The Ehrenfest Theorems The Ehrenfest Theorems Robert Gilmore Classical Preliminaries A classical system with n egrees of freeom is escribe by n secon orer orinary ifferential equations on the configuration space (n inepenent

More information

All s Well That Ends Well: Supplementary Proofs

All s Well That Ends Well: Supplementary Proofs All s Well That Ens Well: Guarantee Resolution of Simultaneous Rigi Boy Impact 1:1 All s Well That Ens Well: Supplementary Proofs This ocument complements the paper All s Well That Ens Well: Guarantee

More information

Calculus and optimization

Calculus and optimization Calculus an optimization These notes essentially correspon to mathematical appenix 2 in the text. 1 Functions of a single variable Now that we have e ne functions we turn our attention to calculus. A function

More information

Approximate reduction of dynamic systems

Approximate reduction of dynamic systems Systems & Control Letters 57 2008 538 545 www.elsevier.com/locate/sysconle Approximate reuction of ynamic systems Paulo Tabuaa a,, Aaron D. Ames b, Agung Julius c, George J. Pappas c a Department of Electrical

More information

The Hamiltonian particle-mesh method for the spherical shallow water equations

The Hamiltonian particle-mesh method for the spherical shallow water equations ATMOSPHERIC SCIENCE LETTERS Atmos. Sci. Let. 5: 89 95 (004) Publishe online in Wiley InterScience (www.interscience.wiley.com). DOI: 10.100/asl.70 The Hamiltonian particle-mesh metho for the spherical

More information

SYMPLECTIC GEOMETRY: LECTURE 3

SYMPLECTIC GEOMETRY: LECTURE 3 SYMPLECTIC GEOMETRY: LECTURE 3 LIAT KESSLER 1. Local forms Vector fiels an the Lie erivative. A vector fiel on a manifol M is a smooth assignment of a vector tangent to M at each point. We think of M as

More information

Approximate Reduction of Dynamical Systems

Approximate Reduction of Dynamical Systems Proceeings of the 4th IEEE Conference on Decision & Control Manchester Gran Hyatt Hotel San Diego, CA, USA, December 3-, 6 FrIP.7 Approximate Reuction of Dynamical Systems Paulo Tabuaa, Aaron D. Ames,

More information

Schrödinger s equation.

Schrödinger s equation. Physics 342 Lecture 5 Schröinger s Equation Lecture 5 Physics 342 Quantum Mechanics I Wenesay, February 3r, 2010 Toay we iscuss Schröinger s equation an show that it supports the basic interpretation of

More information

Lectures - Week 10 Introduction to Ordinary Differential Equations (ODES) First Order Linear ODEs

Lectures - Week 10 Introduction to Ordinary Differential Equations (ODES) First Order Linear ODEs Lectures - Week 10 Introuction to Orinary Differential Equations (ODES) First Orer Linear ODEs When stuying ODEs we are consiering functions of one inepenent variable, e.g., f(x), where x is the inepenent

More information

Calculus of Variations

Calculus of Variations Calculus of Variations Lagrangian formalism is the main tool of theoretical classical mechanics. Calculus of Variations is a part of Mathematics which Lagrangian formalism is base on. In this section,

More information

THE GENUINE OMEGA-REGULAR UNITARY DUAL OF THE METAPLECTIC GROUP

THE GENUINE OMEGA-REGULAR UNITARY DUAL OF THE METAPLECTIC GROUP THE GENUINE OMEGA-REGULAR UNITARY DUAL OF THE METAPLECTIC GROUP ALESSANDRA PANTANO, ANNEGRET PAUL, AND SUSANA A. SALAMANCA-RIBA Abstract. We classify all genuine unitary representations of the metaplectic

More information

Advanced Partial Differential Equations with Applications

Advanced Partial Differential Equations with Applications MIT OpenCourseWare http://ocw.mit.eu 18.306 Avance Partial Differential Equations with Applications Fall 2009 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.eu/terms.

More information

ON THE OPTIMALITY SYSTEM FOR A 1 D EULER FLOW PROBLEM

ON THE OPTIMALITY SYSTEM FOR A 1 D EULER FLOW PROBLEM ON THE OPTIMALITY SYSTEM FOR A D EULER FLOW PROBLEM Eugene M. Cliff Matthias Heinkenschloss y Ajit R. Shenoy z Interisciplinary Center for Applie Mathematics Virginia Tech Blacksburg, Virginia 46 Abstract

More information

Vertical shear plus horizontal stretching as a route to mixing

Vertical shear plus horizontal stretching as a route to mixing Vertical shear plus horizontal stretching as a route to mixing Peter H. Haynes Department of Applie Mathematics an Theoretical Physics, University of Cambrige, UK Abstract. The combine effect of vertical

More information

The proper definition of the added mass for the water entry problem

The proper definition of the added mass for the water entry problem The proper efinition of the ae mass for the water entry problem Leonaro Casetta lecasetta@ig.com.br Celso P. Pesce ceppesce@usp.br LIE&MO lui-structure Interaction an Offshore Mechanics Laboratory Mechanical

More information

Linear First-Order Equations

Linear First-Order Equations 5 Linear First-Orer Equations Linear first-orer ifferential equations make up another important class of ifferential equations that commonly arise in applications an are relatively easy to solve (in theory)

More information

Euler Equations: derivation, basic invariants and formulae

Euler Equations: derivation, basic invariants and formulae Euler Equations: erivation, basic invariants an formulae Mat 529, Lesson 1. 1 Derivation The incompressible Euler equations are couple with t u + u u + p = 0, (1) u = 0. (2) The unknown variable is the

More information

Qubit channels that achieve capacity with two states

Qubit channels that achieve capacity with two states Qubit channels that achieve capacity with two states Dominic W. Berry Department of Physics, The University of Queenslan, Brisbane, Queenslan 4072, Australia Receive 22 December 2004; publishe 22 March

More information

Slide10 Haykin Chapter 14: Neurodynamics (3rd Ed. Chapter 13)

Slide10 Haykin Chapter 14: Neurodynamics (3rd Ed. Chapter 13) Slie10 Haykin Chapter 14: Neuroynamics (3r E. Chapter 13) CPSC 636-600 Instructor: Yoonsuck Choe Spring 2012 Neural Networks with Temporal Behavior Inclusion of feeback gives temporal characteristics to

More information

arxiv: v1 [math.dg] 1 Nov 2015

arxiv: v1 [math.dg] 1 Nov 2015 DARBOUX-WEINSTEIN THEOREM FOR LOCALLY CONFORMALLY SYMPLECTIC MANIFOLDS arxiv:1511.00227v1 [math.dg] 1 Nov 2015 ALEXANDRA OTIMAN AND MIRON STANCIU Abstract. A locally conformally symplectic (LCS) form is

More information

A simple model for the small-strain behaviour of soils

A simple model for the small-strain behaviour of soils A simple moel for the small-strain behaviour of soils José Jorge Naer Department of Structural an Geotechnical ngineering, Polytechnic School, University of São Paulo 05508-900, São Paulo, Brazil, e-mail:

More information

Application of the homotopy perturbation method to a magneto-elastico-viscous fluid along a semi-infinite plate

Application of the homotopy perturbation method to a magneto-elastico-viscous fluid along a semi-infinite plate Freun Publishing House Lt., International Journal of Nonlinear Sciences & Numerical Simulation, (9), -, 9 Application of the homotopy perturbation metho to a magneto-elastico-viscous flui along a semi-infinite

More information

arxiv: v2 [math.ds] 26 Apr 2017

arxiv: v2 [math.ds] 26 Apr 2017 GAUSSIAN CURVATURE AND GYROSCOPES GRAHAM COX AND MARK LEVI arxiv:1607.03217v2 [math.ds] 26 Apr 2017 Abstract. We relate Gaussian curvature to the gyroscopic force, thus giving a mechanical interpretation

More information

ensembles When working with density operators, we can use this connection to define a generalized Bloch vector: v x Tr x, v y Tr y

ensembles When working with density operators, we can use this connection to define a generalized Bloch vector: v x Tr x, v y Tr y Ph195a lecture notes, 1/3/01 Density operators for spin- 1 ensembles So far in our iscussion of spin- 1 systems, we have restricte our attention to the case of pure states an Hamiltonian evolution. Toay

More information

fv = ikφ n (11.1) + fu n = y v n iσ iku n + gh n. (11.3) n

fv = ikφ n (11.1) + fu n = y v n iσ iku n + gh n. (11.3) n Chapter 11 Rossby waves Supplemental reaing: Pelosky 1 (1979), sections 3.1 3 11.1 Shallow water equations When consiering the general problem of linearize oscillations in a static, arbitrarily stratifie

More information

Some vector algebra and the generalized chain rule Ross Bannister Data Assimilation Research Centre, University of Reading, UK Last updated 10/06/10

Some vector algebra and the generalized chain rule Ross Bannister Data Assimilation Research Centre, University of Reading, UK Last updated 10/06/10 Some vector algebra an the generalize chain rule Ross Bannister Data Assimilation Research Centre University of Reaing UK Last upate 10/06/10 1. Introuction an notation As we shall see in these notes the

More information

Math Notes on differentials, the Chain Rule, gradients, directional derivative, and normal vectors

Math Notes on differentials, the Chain Rule, gradients, directional derivative, and normal vectors Math 18.02 Notes on ifferentials, the Chain Rule, graients, irectional erivative, an normal vectors Tangent plane an linear approximation We efine the partial erivatives of f( xy, ) as follows: f f( x+

More information

Computing Exact Confidence Coefficients of Simultaneous Confidence Intervals for Multinomial Proportions and their Functions

Computing Exact Confidence Coefficients of Simultaneous Confidence Intervals for Multinomial Proportions and their Functions Working Paper 2013:5 Department of Statistics Computing Exact Confience Coefficients of Simultaneous Confience Intervals for Multinomial Proportions an their Functions Shaobo Jin Working Paper 2013:5

More information

Stabilization of a Class of Underactuated Mechanical Systems via Interconnection and Damping Assignment

Stabilization of a Class of Underactuated Mechanical Systems via Interconnection and Damping Assignment Stabilization of a Class of Uneractuate Mechanical Systems via Interconnection an Damping Assignment Romeo Ortega Lab. es Signaux et Systèmes CNRS-SUPELEC Gif sur Yvette 99 FRANCE tel. no:(33)--69-85-7-65

More information

TMA 4195 Matematisk modellering Exam Tuesday December 16, :00 13:00 Problems and solution with additional comments

TMA 4195 Matematisk modellering Exam Tuesday December 16, :00 13:00 Problems and solution with additional comments Problem F U L W D g m 3 2 s 2 0 0 0 0 2 kg 0 0 0 0 0 0 Table : Dimension matrix TMA 495 Matematisk moellering Exam Tuesay December 6, 2008 09:00 3:00 Problems an solution with aitional comments The necessary

More information

221A Lecture Notes Notes on Classica Mechanics I

221A Lecture Notes Notes on Classica Mechanics I 1A Lecture Notes Notes on Classica Mechanics I 1 Precursor: Fermat s Principle in Geometric Optics In geometric optics, you talk about how light rays go. In homogeneous meiums, the light rays go straight.

More information

Quantum mechanical approaches to the virial

Quantum mechanical approaches to the virial Quantum mechanical approaches to the virial S.LeBohec Department of Physics an Astronomy, University of Utah, Salt Lae City, UT 84112, USA Date: June 30 th 2015 In this note, we approach the virial from

More information

MAT 545: Complex Geometry Fall 2008

MAT 545: Complex Geometry Fall 2008 MAT 545: Complex Geometry Fall 2008 Notes on Lefschetz Decomposition 1 Statement Let (M, J, ω) be a Kahler manifol. Since ω is a close 2-form, it inuces a well-efine homomorphism L: H k (M) H k+2 (M),

More information

The Hamiltonian structure of a 2-D rigid cylinder interacting dynamically with N point vortices

The Hamiltonian structure of a 2-D rigid cylinder interacting dynamically with N point vortices The Hamiltonian structure of a -D rigi cyliner interacting ynamically with N point vortices Banavara Shashikanth, Jerrol Marsen, Joel Burick, Scott Kelly Control an Dynamical Systems, 07-8, Mechanical

More information

Tensors, Fields Pt. 1 and the Lie Bracket Pt. 1

Tensors, Fields Pt. 1 and the Lie Bracket Pt. 1 Tensors, Fiels Pt. 1 an the Lie Bracket Pt. 1 PHYS 500 - Southern Illinois University September 8, 2016 PHYS 500 - Southern Illinois University Tensors, Fiels Pt. 1 an the Lie Bracket Pt. 1 September 8,

More information

Applications of First Order Equations

Applications of First Order Equations Applications of First Orer Equations Viscous Friction Consier a small mass that has been roppe into a thin vertical tube of viscous flui lie oil. The mass falls, ue to the force of gravity, but falls more

More information

Introduction to variational calculus: Lecture notes 1

Introduction to variational calculus: Lecture notes 1 October 10, 2006 Introuction to variational calculus: Lecture notes 1 Ewin Langmann Mathematical Physics, KTH Physics, AlbaNova, SE-106 91 Stockholm, Sween Abstract I give an informal summary of variational

More information

Total Energy Shaping of a Class of Underactuated Port-Hamiltonian Systems using a New Set of Closed-Loop Potential Shape Variables*

Total Energy Shaping of a Class of Underactuated Port-Hamiltonian Systems using a New Set of Closed-Loop Potential Shape Variables* 51st IEEE Conference on Decision an Control December 1-13 212. Maui Hawaii USA Total Energy Shaping of a Class of Uneractuate Port-Hamiltonian Systems using a New Set of Close-Loop Potential Shape Variables*

More information

Invariant Extended Kalman Filter: Theory and application to a velocity-aided estimation problem

Invariant Extended Kalman Filter: Theory and application to a velocity-aided estimation problem Invariant Extene Kalman Filter: Theory an application to a velocity-aie estimation problem S. Bonnabel (Mines ParisTech) Joint work with P. Martin (Mines ParisTech) E. Salaun (Georgia Institute of Technology)

More information

Gradient flow of the Chapman-Rubinstein-Schatzman model for signed vortices

Gradient flow of the Chapman-Rubinstein-Schatzman model for signed vortices Graient flow of the Chapman-Rubinstein-Schatzman moel for signe vortices Luigi Ambrosio, Eoaro Mainini an Sylvia Serfaty Deicate to the memory of Michelle Schatzman (1949-2010) Abstract We continue the

More information

Generalization of the persistent random walk to dimensions greater than 1

Generalization of the persistent random walk to dimensions greater than 1 PHYSICAL REVIEW E VOLUME 58, NUMBER 6 DECEMBER 1998 Generalization of the persistent ranom walk to imensions greater than 1 Marián Boguñá, Josep M. Porrà, an Jaume Masoliver Departament e Física Fonamental,

More information