We address a question raised in the work of Gallagher, Saint-Raymond and Texier [From Newton to Boltzmann: Hard Spheres and Short-range Potentials, European Mathematical Society (EMS), Zürich, 2013] that concerns the convergence of soft potential dynamics to hard sphere dynamics. In the case of two particles, we establish that hard sphere dynamics is the limit of soft sphere dynamics in the weak-star topology of . We view our result as establishing a topological method by which to construct weak solutions to the ODE of hard sphere motion.
In this article, we consider topological methods by which one can establish the existence of weak solutions to the equations of ‘physical’ hard sphere motion. As such, our starting point shall be a system of N identical spherical particles in (without loss of generality, each of unit diameter and of mass 1) whose motion is governed by the Hamiltonian given by
where , , , and the potentials have the property that (i) they are compactly supported on , (ii) are spherically symmetric and smooth on , (iii) are radially decreasing on and (iv) blow up at the origin. This Hamiltonian is consistent with Newton’s Laws of Motion, in that it is has both translation and rotation symmetry in phase space, and is also time-independent, which formally imply the conservation of linear momentum, angular momentum and kinetic energy for its associated dynamics, respectively (see Arnol’d [2]). We consider the asymptotic behaviour of the system of Hamiltonian ODEs associated to (1) as the potential is made to harden, namely in an appropriate topology as , where
In the monograph of Gallagher, Saint-Raymond and Texier ([7], p. 2) on the validity of the Boltzmann-Grad limit for systems of soft or hard spheres, the authors remark that “the dynamics of hard spheres is in some sense the limit of the smooth-forces case”. Indeed, in this article we prove that for , hard sphere dynamics is the limit of soft-potential dynamics as in the weak-∗ topology on for any open interval . An informal statement of our main result is as follows:
Letbe a suitable family of soft potentials that converges to Φ as. Suppose initial conditionsfor two spheres each of unit diameter are taken such that. Ifanddenote solutions to the equations of motion associated with, then one hasfor any open intervaland some constantindependent of the hardening parameter ε. Moreover,converges into the unique classical solutionof the equations of hard sphere motion associated to the singular Hamiltonian, where
The refined statement of this result (with precise hypotheses on the potentials ) appears in Section 2.4 below. This theorem establishes, in a precise sense, that the qualitative properties of soft sphere systems are close to those of hard sphere systems when , i.e. when is ‘sufficiently close’ to Φ. However, one can view the softening of the potential Φ via as a topological method by which to construct weak solutions to the ODEs of physical hard sphere dynamics associated with Φ.
Due to the more complicated estimates arising from simultaneous M-particle collisions (), we do not consider the case of systems of spheres in this article. In the final section of the paper, we discuss the problem of construction of physical dynamics for two hard non-spherical particles.
The kind of ‘penalty method’ outlined in this article has also shown its utility in other areas of particle dynamics and kinetic theory: see, for instance, the work of Bardos and Rauch [4] and Mischler [9].
Some results in the literature
At the heart of this paper, we are interested in the existence and regularity of solutions to the equations of motion for N hard spheres in . Mathematically, this amounts to the construction of a dynamics on (a suitable subset of) the high-dimensional phase space
which is also subject to constraints on velocity (namely the linear momentum, angular momentum and kinetic energy of the system must be constant in time). It is well known that one can define a global-in-time N-particle trajectory on for ‘most’ initial data . More precisely, one has the following statement:
Letdenote the restriction of the Lebesgue measure onto the phase space. The set of ‘bad’ initial datawhich give rise to either (i) grazing collisions, (ii) simultaneous collisions involvingspheres, or (iii) infinitely-many collisions in a finite time interval is of-measure zero.
With this observation one can construct, by means of the method of trajectory surgery, global-in-time classical solutions to the equations of motion for a set of full -measure in ; see Section 1.3.2 for details on this method of construction and Section 2.3 below for the definition of classical solution in the case . As we have an existence theory for a ‘large’ subset of initial data in , one can in turn ask about qualitative properties of N-particle trajectories starting from data therein. In particular, one might wish to know the maximum number of collisions associated to an initial datum . Indeed, this is a difficult problem: see, for instance, the review article of Murphy and Cohen ([11], Chapter 1).
The fact that one only has an existence theory for the equations of motion on a full-measure set is fine, of course, if one is only concerned with the study of statistical dynamics on (for instance, the Boltzmann-Grad limit for N hard spheres on ). However, the lack of an existence theory for all initial data may be unsatisfying to the analyst. To the knowledge of the author, there is no existence and regularity theory for either ‘classical’ or ‘weak’ solutions to the equations of motion for initial data . In particular, it seems no analogue of scattering map for M-particle collisions (for ) has been constructed and studied, i.e. a map that resolves the collision between 3 or more hard spheres by mapping ‘pre-collisional’ velocities to ‘post-collisional’ velocities in such a way that total linear momentum, angular momentum and kinetic energy is conserved. Mathematically, for a given collision configuration graph G of M hard spheres in and ‘pre-collisional’ initial velocities , one must find ‘post-collisional’ velocities which satisfy the conservation of total linear momentum
the conservation of angular momentum (with respect to any point of measurement )
and the conservation of kinetic energy
We illustrate this problem schematically in Fig. 1. The corresponding scattering map (whose domain is not, in general, all of ) is given simply by . It is natural to stipulate also, for instance, that is an involution on and that for all V in the domain of . In any case, if one could construct families of scattering maps corresponding to M-particle collisions (with and being the class of all graphs parametrising M-particle collisions), then the general existence theory of Ballard [3] allows one to establish the global-in-time existence of weak solutions to the equations of N-particle motion for arbitrary initial data in (a suitable subset of) . This theory can also be applied to the problem of non-spherical particle motion, but is only immediately applicable to the case when the boundary manifolds of the particles are real analytic. We shall say more about this in the final section of the article.
A planar configuration of 5 hard spheres in in simultaneous collision. The configuration is characterised by a graph G with five nodes and 6 edges, each of length 1. For given ‘pre-collisional’ velocities , one would like to construct ‘post-collisional’ velocities which conserve total linear momentum, angular momentum and kinetic energy of the initial datum.
‘Algebraic’ and ‘topological’ constructions of weak solutions
Let us denote the hard sphere of unit diameter whose centre of mass lies at by . The equations of motion for two hard spheres are given formally by
where the centres of mass x and are constrained to satisfy the condition for all . Suppose that two hard spheres and are in collision with one another at a collision time, namely
for some unit vector . The problem of understanding how to resolve a collision between and in such a way that (i) there is conservation of total linear momentum, angular momentum1
We draw attention to the fact that angular momentum is rarely considered for the problem of two colliding spheres. However, it is shown in Section 1.3.1 that conservation of angular momentum allows us to solve for the ‘post-collisional’ velocities in a systematic manner.
and kinetic energy of the two spheres, and (ii) they do not overlap following collision, has been well understood since the work of Boltzmann [5]. Indeed, following the construction of a velocity scattering matrix for two hard spheres (which is essentially an algebraic problem), one performs what we term in this article ‘trajectory surgery’ to join pre-collisional 2-particle trajectories to post-collisional ones that yield classical solutions of (3). As perhaps indicated by the statement of Theorem 1, we focus our attention in this article on the topological method of construction of weak solutions of (3) in , a natural functional space in which to obtain compactness of families of smooth approximate trajectories . Let us now briefly review the well-known construction of classical solutions to system (3) by the method of trajectory surgery, before discussing our new contribution to this problem.
‘Algebraic’ construction of classical and weak solutions: The method of trajectory surgery
We begin by noting that the set of all admissible phase points for the evolution of two hard spheres is the set of positions and velocities
where is the sphere of unit diameter and centre at the origin, and , denote the phase points of each individual hard sphere. Of particular interest is the boundary of this set,
which constitutes the set of all collision configurations of two hard spheres in .
The form of the ODE system (3) clearly suggests that particle trajectories are rectilinear in the interior of the phase space , i.e. when initial conditions are taken such that , then and solve the system (3) pointwise in the classical sense on some (possibly short) time interval. However, when the two hard spheres come into collision with one another (otherwise said, when for some ), we must find a way of updating the particle velocities so that for . Aside from this spatial constraint, one also stipulates the velocity constraint that the collision conserves total linear momentum, angular momentum and kinetic energy of the particle system. To do this, one must construct a family of scattering matrices which map ‘pre-collisional’ velocities to ‘post-collisional’ ones.
Construction of physical scattering
The collision resolution is typically formulated as a family of algebraic problems (parametrised by the vector n in (4)) for the unknown post-collisional linear velocities , of , respectively. Let us consider this in detail. Suppose the spheres in collision possess ‘pre-collisional’2
The reason we encase the word pre-collisional in inverted commas is that we have not yet specified in precise terms which constitute pre-collisional velocity vectors with respect to the spatial configuration . This is an issue related to regularity of the dynamics , and is of greater significance when we consider systems of hard spheres, or systems of non-spherical particles.
linear velocities . One looks to find ‘post-collisional’ linear velocities , such that the conservation of total linear momentum
the conservation of angular momentum (with respect to an arbitrary point of measurement )
and the conservation of kinetic energy
hold true. Although (COAM) ought to hold for arbitrary points of measurement , to simplify the problem we choose it to be the centre of mass of the system, namely . We may also suppose, by using (COLM) directly, that . These choices generate 6 linear equations and one quadratic equation in the 6 unknowns , . Recasting (COLM) and (COAM) as the linear system , where
and , , it may be quickly checked that is singular for every choice of , i.e. (COLM) and (COAM) give rise to at most 5 independent linear equations. Now, setting the first component of to be for some parameter , using the two linear conservation laws one may express all other unknown components of and in terms of α alone. In turn, substitution of and into (COKE) yields a quadratic equation in the single unknown α. One solution of this quadratic yields the trivial solution and for every . The only other solution is the so-called classical Boltzmann scattering given by
where is the unit vector
Note that is a reflection matrix which maps the ‘lower’ half-space to the ‘upper’ half-space for each . Moreover, we note that once the trivial solution has been discarded, Newton’s law of restitution for perfectly-elastic impacts, namely
is a simple consequence of the posited conservation laws (COLM), (COAM) and (COKE). With the family of matrices in hand, one can now construct global-in-time trajectories by the method of trajectory surgery, which we now present.
The method of trajectory surgery
The following formal algorithm allows one to construct a map which ensures non-penetration of two hard spheres, and which also respects the fundamental conservation laws of classical mechanics.
START: Select an initial datum . Consider the associated globally-defined linear trajectory in , where
Define the set of collision times .
If , then set the solution for all , and STOP; otherwise GO TO (II-ii.).
If , then set the solution for all , and STOP; otherwise GO TO (III).
Define .
If there exists such that for , ‘perform surgery’ on using the scattering matrix to define with and given by
and
where , and STOP; otherwise GO TO (III-ii.).
If there exists such that for , ‘perform surgery’ on using the scattering matrix to define with and given by
and
where , and STOP; otherwise GO TO (III-iii.).
If for both and , set and STOP.
By employing the above algorithm, one constructs with the property that x, are continuous and both left- and right-differentiable everywhere on , while v, are lower semi-continuous and left-differentiable everywhere on . Moreover, satisfies the system of one-sided ODEs
and
Moreover, using the identity (6), it follows that
while conserves the total linear momentum, angular momentum and kinetic energy of its initial datum . In the language of Section 2.3 below, we have constructed a global-in-time classical solution to system (3). In particular, since the Boltzmann scattering matrix (5) is the unique matrix respecting the conservation of total linear momentum, angular momentum and kinetic energy, it follows that this classical solution is unique.
The method of trajectory surgery is particularly straightforward in the case of only two spherical particles. It becomes more complicated in the case of spherical particles, and still more complicated when spheres are replaced by compact, strictly-convex sets whose boundary surfaces are of class . Let us now set up our topological method for construction of solutions to system (3) above.
Preliminaries and notation
In all that follows, we consider behaviour of the 2-body Hamiltonians
in the limit such that in a suitable topology. We now set out the properties we require of the soft potentials in this article.
Hypotheses on the potentials
The family of spherically-symmetric 2-body potentials is defined in terms of a reference potential by
We suppose that belongs to the class of all maps on satisfying the following properties:
is of class , , for all and for all . Moreover,
There exist constants , and such that
for all .
There exist constants such that
for all , where is as in (P2).
One such family of potentials is generated by the radial functions defined by
where and .
For the purposes of approximating hard sphere dynamics, one need not work only with reference potentials which have (and whose first derivatives have) algebraic decay at the boundary of their support. As such, properties (P2) and (P3) could be made more general. However, in this work, such a family of potentials is sufficient to establish a compactness result in .
Notation
For brevity, we shall often use the shorthand to denote the phase vector which characterises the state of a system of two hard or soft spheres. Accordingly, the soft sphere phase space for two bodies is given by
while the hard sphere phase space is given by
If denotes either or , we denote by the spatial projection operator and by the velocity projection operator . We shall often denote and simply by X and V, respectively; furthermore, , , and . We define the linear momentum functional of a phase point by
the angular momentum functional (with respect to a point of measurement ) by
and the kinetic energy functional by
We write (often simply denoted by ) to denote the space of k-times differentiable maps with compact support in equipped with the norm
Finally, if , we denote by the orthogonal vector .
Notions of solution to the equations of motion
While the dynamics associated with is smooth, hard sphere trajectories are inherently non-smooth due to the non-penetration constraint, i.e. that dynamics must have range in . As such, we must specify the precise senses in which the equations of motion associated with both and can be satisfied. Firstly, for each , the equations of motion for soft spheres read as
We subsequently work with only one notion of solution to system (
S
ε
).
For a given initial datum , a classical solution of system (
S
ε
) is a map whose components satisfy the equations (
S
ε
) pointwise on for all time and . Moreover, satisfies the conservation of linear momentum
the conservation of angular momentum (with respect to any point of measurement )
and the conservation of kinetic energy
for all time .
In contrast, the equations of motion for hard sphere dynamics are
and also
As we have observed above, the ODEs have been separated into their left- and right-limits due to the general non-differentiable corners in the loci and at collision. We shall deal with two notions of solution to the equations of hard sphere motion in this article.
For a given initial datum , we say that Z is a weak solution of (
S
−
) and (
S
+
) if and only if and satisfy the equations
for all , and
for all , where denotes a finite vector-valued Radon measure on . Furthermore, Z respects the conservation of linear momentum (9), the conservation of angular momentum (with respect to any point of measurement ) (10), and the conservation of kinetic energy (11) for any representative of the equivalence class Z and almost every time .
For the purposes of defining classical solutions, we make the following definition.
For any , we define the set of all collision times for a trajectory (satisfying ) by
We contrast the notion of weak solution with the following notion of classical solution.
We say that is a classical solution of (
S
−
) and (
S
+
) if and only if is continuous piecewise linear and left- and right-differentiable on , and is lower semi-continuous piecewise constant,3
We adopt the convention that a vector-valued map is lower semi-continuous if and only if its component maps are themselves lower semi-continuous.
with and satisfying (
S
−
) and (
S
+
) on and , respectively. Moreover, must satisfy (9), (10) and (11) for every and all points of measurement .
We note that every classical solution of system (
S
−
) and (
S
+
) generates a weak solution thereof.
Main result
A precise statement of the main result in this article is the following:
Suppose the reference potentialsatisfies (P1), (P2) and (P3). For any, letdenote the associated unique classical solution of (
S
ε
). There existsuch thatandinfor any open intervalas, whereis a weak solution of (
S
−
) and (
S
+
). Moreover, the equivalence classis represented by the unique classical solution of (
S
−
) and (
S
+
) corresponding to the initial datum.
Structure of the article
In Section 3, we study basic properties of solutions of system (
S
ε
), in particular obtaining explicit estimates on the total time of collision of soft spheres that depend on the hardening parameter ε. In Section 4, we prove that families of solutions of (
S
ε
) are pre-compact in the weak-∗ topology on for any open interval . In Section 5, we conclude the proof of the main theorem (Theorem 2.1). In Section 5, we close by considering the challenges posed by the analogous problem for two non-spherical particles.
Properties of solutions of the soft sphere system (
S
ε
)
By the Cauchy–Lipschitz theorem, for each and each initial datum , system (
S
ε
) has a unique global-in-time solution such that . As such, for each fixed ε we have a well-defined family of solution operators on . We shall be interested in obtaining some precise information on the qualitative behaviour of solutions to (
S
ε
), which will be of use when establishing a compactness principle in for sequences of ‘approximate trajectories’ to hard sphere trajectories.
The motion of the centres of mass of soft spheres is rectilinear when their supports do not intersect, i.e. when . When the distance between their centres of mass is strictly less than 1, we can expect their motion to be curvilinear (and, in particular, symmetric with respect to the apse line: see (20) below). We shall obtain precise information on these curvilinear trajectories, notably the duration of time for which the supports of the soft spheres intersect. In all the sequel, we shall refer to the event when the centres of mass of the two soft spheres are such that a collision.
Pre- and post-collisional configurations
Our main focus in what follows will be the study of scattering operators which map pre-collisional configurations of soft spheres to post-collisional ones. To do this, we require the following ancillary definition.
(Entrance and exit times).
For any initial datum and its associated solution of (
S
ε
), we write and to denote the entrance and exit times for the supports of the soft spheres, respectively, where
If is chosen such that no soft sphere collision takes place, namely for all , we write and .
In the case when , we note that the unique solution of (
S
ε
) exhibits rectilinear motion for all ; in the case when , the associated unique soft sphere trajectories exhibit rectilinear motion for and . Finally, whenever , we denote the duration of collision by .
We now wish to understand which initial data are pre-collisional, and which are post-collisional. To do this, we now consider the auxiliary function defined by
Evidently, the supports of the soft spheres intersect at a single point if and only if for some . By a simple calculation, one has that at the entrance time ,
whence
In a similar way, one also has that at the exit time
which yields
These simple observations motivate the following definitions.
(Pre- and post-collisional configurations).
The set of all pre-collisional configurations is given by
and the set of all post-collisional configurations is given by
The set of all grazing collisions is given by
In particular, .
As we are only interested in how the velocity maps and of the soft spheres are modified following a collision, in the remainder of this article we shall always assume , whence for all .
We are now in a position to define the main object of study in this section.
(Soft sphere scattering maps).
If denotes the 1-parameter family of solution operators on associated with (
S
ε
), we define the scattering map to be
Our study of will involve two elements:
By locating the so-called apse line, we find an explicit formula for the operator .
We study the behaviour of the scattering operator on in the hardening limit as .
We now employ a convenient change of reference frame to study the dynamics of soft spheres, with a view to obtaining an explicit formula for .
Centre of mass reference frame
We follow the approach of [7], Chapter 8, Section 8.1, in reducing our study of the dynamics of two soft spheres to the centre-of-mass reference frame. As claimed above, this will make finding the explicit formulae for the scattering operators rather straightforward.
We now transform the system (
S
ε
) above by defining new variables , and , , which easily can be shown to satisfy the system of decoupled equations
and
As (suitably-defined) classical solutions of system (
S
0
ε
) and (13) are also unique for any given initial datum, they are in a bijective correspondence with classical solutions of (
S
ε
). We focus our attention on the unbarred system (
S
0
ε
). We notice that this system of equations also has a natural Hamiltonian structure given by the energy function
In particular, if , one has that
for all time , which implies that
As such, the Hamiltonian structure of system (
S
0
ε
) ensures there is a natural distance of closest approach for the centres of mass of the soft spheres, once an initial datum (and therefore the total energy) for the dynamics has been fixed.
Distance of closest approach of the centres of mass
When , it shall prove useful to obtain upper and lower bounds (in ε) on , the distance of closest approach of the centres of mass of the two soft spheres, defined by
Together with the symmetry of solutions with respect to the apse line, the distance of closest approach will allow us to estimate the difference between the entrance and exit times in terms of the hardening parameter ε, which is crucial for obtaining our compactness result in . In order to do this, we begin by making an observation on the time evolution of the angular momentum of solutions when measured with respect to the origin. Indeed, by spherical symmetry of the potential , we find that
in particular the value of is fixed by the initial data and . We use this observation to determine the first time for which is minimised, namely
We separate our considerations into three cases.
The case and
In this case, (14) implies that evolves for all time in the plane (that passes through the origin) which is orthogonal to the vector . We study its evolution with polar co-ordinates in this plane. Indeed, we may write
where , and is the rotation matrix satisfying . From (14), we therefore find that
Moreover, since the dynamics associated with system (
S
0
ε
) conserves energy, we find using identity (16) that
with and . As such, the radius is at a minimum if and only if it satisfies the equation
We have the following simple lemma.
Ifandare such thatand, there exists a uniquewhich satisfies the equation (
18
).
Since satisfies hypothesis (P1), namely that it is strictly decreasing on and is of compact support on , we observe that the task of finding some that satisfies (18) is equivalent to proving that the map has a zero in the open interval . As every zero of this map is of the form , where is given explicitly by , the claim of the lemma follows as it is neither the case that nor . □
For such initial data , it therefore follows the first time for which is minimised is .
The case
In this case, it follows that satisfies
for all time, whence .
The case
Since we have the simple identity for all , it follows in this case that . As such, .
Uniqueness of the time of closest approach
If we select our initial data from , it follows that , namely is non-increasing at time zero. However, cannot decrease for all time due to the upper bound on the energy provided by (17). It is not immediate from our analysis so far (in the case that ) that there exists only one time that renders the time derivative zero, i.e. that . The following lemma on symmetry of solutions with respect to the apse line (which is a simple consequence of uniqueness of classical solutions of system (
S
ε
)) yields the uniqueness of the time of closest approach.
Suppose. For the associated classical solutionof (
S
0
ε
) and its corresponding first time of closest approach (
15
), it follows thatandis also a classical solution of (
S
0
ε
) onwith the same initial datum, whereis the apse line given bythat corresponds to the angle of deflection .
Follows from a calculation that uses spherical symmetry of the potential . We leave the details of this calculation to the reader. □
From the above deductions, we immediately yield the following useful information on the duration of collision .
If, the duration of collisionis given explicitly in terms of the time of closest approachby
We now have that the time of closest approach completely determines the duration of a collision between two soft spheres. For the purposes of obtaining the compactness result in Section 4, one now needs to obtain upper bounds on in ε.
Estimates on the time of closest approach
From identity (17) and the fact that experiences at most one sign change on , we deduce readily that the function satisfies the implicit equation
This formula allows us to obtain the following exact expression for the time of closest approach in terms of the potential and the initial datum alone.
If, it follows that
This follows from a simple application of the inverse function theorem to the function on the time interval and properties (P1) of the potential . □
We are now in a position to estimate the duration of collision .
For, there exists a constantindependent of the hardening parameter ε, and, such thatfor all.
We must split the demonstration of this result into two cases.
Case I:.
We firstly obtain upper and lower bounds on the distance of closest approach . From identity (18), it is clear that , whence by the lower bound on near 1 in (P1), we find that
which holds for all , where is determined by . On the other hand, together with this lower bound (23), identity (18) implies that
whence
which holds for all , where is small enough so that
We now turn to bounding the integral (21). Firstly, for any we write , where
where . Now, by a change of measure in the integral , we find that
By employing the upper bound (24) on and the lower bound on the derivative of in (P3), we find that
Since , it follows from (25) that
for all . Thus, there exists a constant given explicitly by
and such that
for all .
We now estimate the second integral contributing to . Indeed, we have
which from monotonicity of and the lower bound (23) on yields the bound
We note that
Using the lower bound in (26), we infer that
whence finally choosing to satisfy the inequality , we obtain that
At this point, we note from identity (18) that . By (28), it follows that
whence is bounded strictly away from 0 for ε in a sufficiently-small neighbourhood of 0, say . As such, we obtain the bound
for . The claim of the proposition follows from estimates (27) and (29) and setting .
Case II:.
We have that , whence by (P2) we infer that
By considerations similar to case I above, we find that there exists a constant independent of the hardening parameter ε such that for all , for some threshold . □
Construction and limiting behaviour of the scattering operators
We have now done enough work to write down an explicit expression for the scattering operator defined in Definition 3.3 above.
The scattering mapis given explicitly by the componentsandwheredenotes
This follows from a change of co-ordinates from and the structural formula (19) for the evolution of the reduced system . □
It will also be of use to characterise the limiting behaviour of the apse line as . As usual, we break our considerations (corresponding to the choice of initial datum ) into three cases. We note firstly that the apse line is particularly simple in the case when satisfies . Indeed, from identity (14) it follows that for all , and so
On the other hand, if is such that , then is minimised at and
whence . We now consider the last case.
For anysuch thatand, one has that
We begin by noting that the maps , satisfy the identity
for all time. Since parametrises a polar curve in , an application of the chain rule yields the explicit representation formula for the deflection angle ,
where and satisfies . Using estimates similar to those in the proof of Proposition 3.5, we find that . Thus, we infer that as , and so the limiting apse line is determined by the initial spatial data and alone. □
We are now in a position to characterise the limiting form of the scattering operators .
For any, we havewhereis the classical Boltzmann scattering matrix given bywhereis given by
We leave the straightforward details to the reader. □
As such, in the hardening limit the change of velocity is determined by the classical Boltzmann scattering matrix.
Compactness in
With the bound (22) on the time of collision in terms of the hardening parameter in hand, it is natural to ask in what space one should aim for compactness for the sequences of smooth trajectories . It has already been shown that classical solutions to system (
S
−
) and (
S
+
) are unique, with the velocity maps being of the form
and
These maps (which are to be regarded as limit maps of and , respectively) are evidently of locally bounded variation on . Indeed, we shall use the estimate (21) to establish suitable bounds on and on bounded intervals of time. In what follows, we make use of some basic results in the theory of maps (which one can find in the book of Ambrosio, Fusco and Pallara [1] or Evans and Gariepy [6], for instance). For the convenience of the reader, we recall a few basic definitions and results.
(Functions of bounded variation).
Suppose is an open set and . We say that is of bounded variation on U if and only if there exist finite Radon measures on U () such that
for , i.e. is the distributional derivative of . The vector space of all such maps is denoted .
(Variation).
Suppose is an open set. For , the variation of u on U is defined by
It is straightforward to show that a given lies in if and only if . As mentioned above, we shall also employ maps of locally bounded variation on .
(Functions of locally bounded variation).
Suppose is an open set and . A map is said to be of locally bounded variation on U if and only if for all open subsets W compactly contained in U. The vector space of all such maps is denoted .
From a computational point of view, the variation is not particularly convenient in this article. We shall instead work with an equivalent notion of pointwise variation of maps on U. We refer the reader to [1], Chapter 3, for full details.
(Pointwise and essential variations).
Let be an open subinterval of , and suppose is any map defined on I. The pointwise variationof u over I is defined by
where
On the other hand, the essential variationof u over I is defined by
We shall use in all the sequel the fact that for any map , . Moreover, admits the structure of a Banach space with respect to the norm
We now quote a compactness result for sequences of norm-bounded maps.
Supposeis a sequence which is uniformly bounded in norm, i.e.for all. There exists a subsequenceand a mapsuch thatinas.
Rather than the norm topology, it will be convenient for us to work with the weak-∗ topology on instead.
(Weak-∗ convergence in ).
Suppose that . We say that converges to u in in the weak-∗ topology if and only if in as , and
for .
We finish this preliminary section with the following basic weak-∗ compactness result for .
(Weak-∗ compactness in ).
A family of mapsconverges weakly-∗ intoif and only ifis bounded inandconverges strongly to u inas.
Our strategy in the following section will be to prove, using the uniform bound (22), that have the property that for any open subinterval , where . In turn, we shall be able to pass from classical solutions of system (
S
ε
) to weak solutions of system (
S
−
) and (
S
+
) in the limit as .
To our knowledge, there is currently no global-in-time existence and regularity theory in the literature for the analogous equations of motion for compact, strictly-convex, non-spherical particles whose boundary surfaces are of class . Indeed, it may be possible that infinitely-many collisions of two non-spherical particles in a finite time interval take place for a given initial datum. Were this the case, it would not be that all velocity maps lie in , leading one to establish a compactness principle for approximate trajectories in another suitable functional space. We return to these remarks in the final section of the article.
Construction of uniform bounds
As intimated above, rather than working with the variation over open subintervals I of the real line, due to the structure of the equations of motion (
S
ε
) it will be much more convenient to work with the (essential) pointwise variation . We begin by noticing that -bounds on trajectories for which are trivial. Indeed, it follows that the associated unique solution of (
S
ε
) satisfies and for all time and so are ε-independent.
Let us now consider the non-trivial case when . As it will be useful when computing the variation of velocity profiles, for any two times we notice (in the case of the velocity profile ) that
To start, we have the following auxiliary lemma.
For any, any partitionofand any, there exists a constantindependent of the partitionand the hardening parametersuch thatfor all, where.
The demonstration of this result follows from a careful case-by-case analysis. We do not demonstrate here the validity of the uniform bound (33) in all cases that require consideration, i.e. for all possible choices of initial data , open subintervals and partitions of I. We shall only establish the bound in the most involved case, and leave the proof of the other simpler cases to the reader.
Let us suppose, for instance, that , i.e. the interval I contains the collision time . For small enough, one has that . It then follows quickly using (32) that
for any non-trivial partition of the interval . By spherical symmetry of the potential , we infer that
whence by the estimate in Proposition 3.5 for the exit time together with the upper bound (P3) on when r is close to 1, we find that
for sufficiently small, where is the constant in (22). □
With this in place, we have the following corollary.
For a given open interval I, there exist a sequenceandsuch thatinasfor any open interval.
Via another case-by-case analysis, it is possible to show that for some and all sufficiently small. An application of Proposition 4.1 yields the proof of the proposition. □
By a direct application of Proposition 4.2, Proposition 4.4 finally leads us to:
Suppose. For any, there exists a sequencesuch thatinas.
In the following section, we shall in fact show that the whole family converges to the unique classical trajectory as (where v and are given by (30) and (31), respectively). Let us now proceed to the proof of Theorem 2.1.
Weak solutions of the hard sphere system
Making use of the compactness results of the previous section, it is now straightforward to pass from classical solutions of (
S
ε
) to weak solutions of (
S
−
) and (
S
+
).
For any , it holds that
and by passing to limits as , we infer that
where is the limit point guaranteed by Proposition 4.4. Moreover, since , using the strong convergence of to in as , we infer that and satisfy
for any . We must now pass comment on the conservation laws. For the conservation of linear momentum, one has
whence
with similar considerations for the conservation of angular momentum and kinetic energy. Finally, as
it follows that for almost every . As such, it follows that is a weak solution of system (
S
−
) and (
S
+
). □
We now show that the equivalence class has a representative which is the unique classical solution of system (
S
−
) and (
S
+
). Indeed, we have the following proposition.
Forand any, one haswhere v andare the unique classical solutions (
30
) and (
31
) of system (
S
−
) and (
S
+
).
It is necessary to break the proof into 3 cases, namely (i) , (ii) , and (iii) . We consider here only the most involved case, namely (ii). Indeed, supposing that , we break the norm of into three pieces:
Clearly, . For , we find that
Since , for ε small enough, we have , we infer that
and so for some constant . For the final piece , we note that
however Corollary 3.8 immediately gives us that . As the considerations for are identical, the proof of the proposition follows. □
We note using Proposition 4.2 that the whole family (and not simply a subsequence thereof) converges weakly-∗ to V in for any open interval I. A standard application of the triangle inequality yields equality of and (the equivalence class generated by) in , from which the proof of Theorem 2.1 is concluded.
Brief remarks on the non-spherical particle problem
While the problem of two spherical particles is well understood, the problem for two non-spherical particles is less so. We now discuss some of the challenges one must face, both from the point of view of existence theory and regularity theory, for the analogous problem for the dynamics of non-spherical particles in . This brief section is by no means comprehensive, but it serves to highlight a few of the interesting open problems in the theory of hard particle dynamics.
Set-up of the problem
Let be a compact, strictly-convex, non-spherical subset of with boundary surface of class , whose centre of mass lies at the origin. We denote by and the mass and the inertia tensor associated to the reference particle , respectively, where
We consider the motion in of two congruent copies and of the reference particle . Indeed, we may write and for some maps and . The phase space for this problem is
The equations of motion for and are given by
where
and , . We now establish the analogues of classical and weak solution to system (
P
∗
S
±
).
(Classical solutions).
For , we say that , with and , is a classical solution of system (
P
∗
S
±
) if and only if has range in for all , is continuous piecewise linear on , and is lower semi-continuous and piecewise constant on ; moreover, satisfies the right limit ODEs pointwise everywhere in and the left limit ODEs pointwise everywhere in , where
Additionally, must satisfy the conservation of total linear momentum
the conservation of total angular momentum (with respect to all points of measurement )
and the conservation of total kinetic energy
for all . Finally, .
We contrast this with the following natural notion of weak solution.
(Weak solutions).
For , we say that is a weak solution of system (
P
∗
S
±
) if and only if , and Z satisfies the equations
for all compactly-supported test functions ϕ, and
for all compactly-supported test functions ψ, with a finite vector-valued Radon measure on . Moreover, Z should satisfy the conservation laws (34), (35) and (36) pointwise almost everywhere on . Finally, any representative of the equivalence class Z should have range in for almost every time in .
We now catalogue some results in the literature pertaining to the existence and regularity of both classical and weak solutions to the equations of physical non-spherical particle motion.
Let us firstly consider the problem of establishing the existence of classical solutions to the above system of ODEs by means of the method of trajectory surgery. In order to employ this method, one must first provide the analogue of the scattering matrices (5) which resolve the collision between two non-spherical particles. We note that a collision between and is parametrised by . We begin with the following.
(Distance of closest approach).
For a given spatial configuration of two colliding particles, we write to denote the distance of closest approach between the centres of mass of the two particles (with centre of mass 0 and orientation R) and (with centre of mass on the line and orientation ), namely
We now state in precise way what we mean by a map which sends ‘pre-collisional’ velocities to ‘post-collisional’ velocities.
(Scattering maps).
For , we say that is a scattering map if and only if is an involution on and maps the half space
to the half space
where is the unit vector satisfying the formal expressions
and
with the auxiliary function
and where is a collision time, i.e. .
With these basic concepts in place, and with the method of trajectory surgery in mind, let us state the problem of interest.
(Characterisation of physical scattering maps).
For every , characterise all scattering maps which satisfy the Jacobian PDE
and are subject to the algebraic constraints of conservation of linear momentum
conservation of angular momentum (for any )
and the conservation of kinetic energy
where is the block mass-inertia matrix
It has already been shown essentially in Saint-Raymond and Wilkinson [10] that the quasi-reflection matrices given by
are indeed physical scattering maps for any choice of β. However, according to the author’s knowledge, it is not known if (37) is in any sense the unique solution of problem 5.1. In any case, with at least one family of physical scattering matrices in hand, one may make use of the results of Ballard [3] to establish the following result on the global existence and regularity of weak solutions to system (
P
∗
S
±
), under the assumption thatis real analytic.
Supposeis a compact, strictly-convex, non-spherical subset ofwhose boundary surface is real analytic. Letbe a family of physical scattering maps. For any, there exists a unique global-in-time weak solution to system (
P
∗
S
±
).
It seems somewhat unreasonable to stipulate that the regularity of the boundary be real analytic. We therefore draw attention to the following:
Establish the global existence and regularity of solutions to (
P
∗
S
±
) when is only of class .
If the dynamics of lower regularity particles does not exhibit any pathological behaviour (such as infinitely-many collisions in a compact time interval), then the topological methods outlined in this article provide, in principle, a method with which one could establish existence of classical solutions to system (
P
∗
S
±
). The reader might wish to consider the study of Vaserstein [12] on the maximal number of collisions in spherical particle systems, which was later revisited in a more straightforward way by Illner [8].
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3.
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8.
R.Illner, On the number of collisions in a hard sphere particle system in all space, Transport Theory and Statistical Physics18(1) (1989), 71–86. doi:10.1080/00411458908214499.
9.
S.Mischler, On the trace problem for solutions of the Vlasov equation, Comm. Partial Differential Equations25(7–8) (2000), 1415–1443. doi:10.1080/03605300008821554.
10.
L.Saint-Raymond and M.Wilkinson, On collision invariants for linear scattering, arXiv:1507.07601, 2015.
11.
D.Szász (ed.), Hard Ball Systems and the Lorentz Gas, Encyclopaedia of Mathematical Sciences: Mathematical Physics, II, Vol. 101, Springer-Verlag, Berlin, 2000.
12.
L.N.Vaserstein, On systems of particles with finite-range and/or repulsive interactions, Communications in Mathematical Physics69(1) (1979), 31–56. doi:10.1007/BF01941323.