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Solutions to the non-cutoff Boltzmann equation uniformly near a Maxwellian

  • Received: 30 November 2021 Revised: 11 May 2022 Accepted: 11 May 2022 Published: 19 May 2022
  • The purpose of this paper is to show how the combination of the well-known results for convergence to equilibrium and conditional regularity, in addition to a short-time existence result, lead to a quick proof of the existence of global smooth solutions for the non cutoff Boltzmann equation when the initial data is close to equilibrium. We include a short-time existence result for polynomially-weighted L initial data. From this, we deduce that if the initial data is sufficiently close to a Maxwellian in this norm, then a smooth solution exists globally in time.

    Citation: Luis Silvestre, Stanley Snelson. Solutions to the non-cutoff Boltzmann equation uniformly near a Maxwellian[J]. Mathematics in Engineering, 2023, 5(2): 1-36. doi: 10.3934/mine.2023034

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  • The purpose of this paper is to show how the combination of the well-known results for convergence to equilibrium and conditional regularity, in addition to a short-time existence result, lead to a quick proof of the existence of global smooth solutions for the non cutoff Boltzmann equation when the initial data is close to equilibrium. We include a short-time existence result for polynomially-weighted L initial data. From this, we deduce that if the initial data is sufficiently close to a Maxwellian in this norm, then a smooth solution exists globally in time.



    We study the inhomogeneous Boltzmann equation without cutoff:

    ft+vxf=Q(f,f). (1.1)

    Here f:[0,)×Td×Rd[0,) is a nonnegative function that solves the equation. We consider the problem periodic in space. For functions f,g:RdR, the collision operator is defined by

    Q(f,g)=RdSd1B(vv,σ)[f(v)g(v)f(v)g(v)]dσdv,

    where v,v are post-collisional velocities, and v,v are the pre-collisional velocities given by

    v=v+v2+|vv|2σ,v=v+v2|vv|2σ.

    We work with the standard noncutoff collision kernel of the form

    B(vv,σ)=|vv|γb(cosθ),

    for some γ>d, where θ is the deviation angle between v and v:

    cosθ=vv|vv|σ,

    and the angular cross-section b has the asymptotics b(cosθ)θ(d1)2s as θ0, for some s(0,1). In this paper, we consider parameters γ and s such that γ+2s[0,2]. Thus, the following inequality summarizes the non-cutoff assumptions on the collision kernel B.

    C1b|vv|γ|sin(θ/2)|d2s+11cosθ>0B(vv,cosθ)Cb|vv|γ|sin(θ/2)|d+12s. (1.2)

    Recall that we can modify the angular cross-section b, provided that b(θ)+b(θ+π) stays the same, without affecting the collision operator Q. It is common to make b=0 when cos(θ)<0. In [22], the choice B(vv,cosθ)|vv|d+12s|vv|1+2s+γ|vv|d2 is proposed to simplify some of the computations.

    Let M:Rd[0,+) be the Maxwellian distribution, which is a stationary solution to (1.1) that is constant in t and x. For concreteness, let us take the usual normalized Maxwellian: M(v)=(2π)d/2e|v|2/2. The analysis in this paper works around any nonzero Maxwellian.

    We consider solutions of the form f=M+˜f, and ˜f will be taken to be small. The function ˜f satisfies the equation

    ˜ft+vx˜f=Q(M+˜f,˜f)+Q(˜f,M). (1.3)

    It is natural to choose M with the same mass, momentum and energy as f. That is,

    Td×Rd˜f(t,x,v)dvdx=0,Td×Rd˜f(t,x,v)vdvdx=0,Td×Rd˜f(t,x,v)|v|2dvdx=0.

    Since mass, momentum and energy are conserved in time, if these identities hold at time t=0, they will hold for all time.

    Note that the function ˜f in (1.3) may take both positive and negative values. The main results of this paper concern small solutions of the Eq (1.3). We will omit the tilde in ˜f from now on, even when we refer to solutions to (1.3) instead of (1.1). We also introduce the notation =1+||2, which will be used throughout the paper.

    We split our main result into two main theorems depending on the values of s and γ. The first one concerns the case of hard potentials γ>0. The second one is for moderately soft potentials, which corresponds to those values of γ0 so that γ+2s0.

    Theorem 1.1. Assume γ>0 and γ+2s[0,2], and let q>0 be sufficiently large, depending on γ, s, and the constant Cb in (1.2). Given any ε0>0, there exists ε1>0 (presumably much smaller than ε0) so that if the initial data f0:T3×R3R satisfies

    |f0(x,v)|<ε1vq, (1.4)

    then the Eq (1.3) has a global solution f, with initial data f0, that satisfies

    |f(t,x,v)|<ε0vq, (1.5)

    for all t,x,v[0,)×T3×R3.

    This global solution is C and decays rapidly for large velocities. More precisely, for any multi-index α (involving derivatives in time, space and/or velocity), kN and τ>0,

    |vkαf(t,x,v)|C(α,k,τ) for all(t,x,v)[τ,+)×T3×R3.

    Here, the upper bound C(α,k,τ) depends on α, k, τ, γ and s only.

    Theorem 1.2. Let γ0, and assume γ+2s[0,2]. There exists a sufficiently large exponent q0 (depending on γ, s, and Cb) so that the following statement is true: Given ε0>0, and the sequence of numbers Nq for q=1,2,3, there exists ε1>0, such that for any initial data f0:T3×R3R satisfying, for all q>0,

    |f0(x,v)|<Nqvq, (1.6)

    and also

    |f0(x,v)|<ε1vq0, (1.7)

    then (1.3) has a global solution f with initial data f0, that satisfies for some family of constants Nq,

    |f(t,x,v)|<Nqvq, (1.8)

    with some Nq0<ε0.

    Here ε1 depends on γ, s, ε0, and the numbers Nq. The value of q0 depends on γ and s only.

    This global solution is C and decays rapidly for large velocities. More precisely, for any multi-index α (involving derivatives in time, space and/or velocity), kN and τ>0,

    |vkαf(t,x,v)|C(α,k,τ) for all(t,x,v)[τ,+)×T3×R3.

    Here, the upper bound C(α,k,τ) depends on α, k, τ, γ, s and the initial upper bounds Nq.

    The following Corollary of Theorem 1.2 is perhaps easier to comprehend.

    Corollary 1.3. Let γ0, and assume γ+2s[0,2]. Let φ:[0,)[0,) be a function so that φ(r)/rk0 as r for every k>0. For any ε0>0 and q0, there exists ε1>0, such that for any initial data f0:T3×R3R satisfying

    |f0(x,v)|<ε1φ(|v|) (1.9)

    then (1.3) has a global smooth solution f, rapidly decaying for |v|, with initial data f0, that satisfies

    |f(t,x,v)|<ε0vq,

    for all t,x,v[0,)×T3×R3.

    The first results of global existance of solutions to the non-cutoff Boltzmann equation for initial data near equilibrium were given independently in [9] and [1,3]. A key development leading to the result in [9] is an anisotropic distance and sharp coercivity estimates that capture the right asymptotics for large velocities. This coercivity is with respect to an anisotropic fractional Sobolev norm (see (3.28)) that also plays a role in the analysis of solutions that are not necessarily close to equilibrium (see [10]). More recently, other global existence results have been obtained measuring the closedness between the initial data and a Maxwellian with different norms [4,5,8,13,24]. In [13] and [5], the authors use Sobolev norms with polynomial weights. A consequence of the result of [13] is the improvement of the decay rate to equilibrium from [7]. In [4], the authors study a small perturbation of the Maxwellian in L, with a polynomially decaying weight. The analysis is based on an L estimate by De Giorgi iteration. We also point out an earlier result in this direction for the Landau equation in [20].

    Given these precedent results, one can argue that Theorems 1.1 and 1.2 in this paper are not too surprising. In particular, the result in [4] contains Theorem 1.1 in the case of γ[0,1]. Theorem 1.2 appears to be new, extending the result of [4] to moderately soft potentials. Our main motivation for this work is not so much to come up with a better result than the ones in the literature concerning global existence of smooth solutions for initial data near a Maxwellian, but to show how this type of result can be quickly derived from the combination of the following three ingredients:

    1) The convergence to equilibrium. In a celebrated result by Desvillettes and Villani [7], it is proved that solutions converge to the Maxwellian as t, conditional to uniform regularity estimates and a uniform lower bound by a fixed Maxwellian.

    2) Conditional regularity. In a series of recent works [14,15,16,17,18,19,22], global regularity estimates and lower bounds are obtained conditional only to certain macroscopic bounds.

    3) A short-time existence result. Here, the time of existence of the solution should depend on some distance between the initial data and a Maxwellian.

    The first two items in this list, the convergence to equilibrium and the conditional regularity estimates, apply to arbitrary solutions away from equilibrium. Neither of these results was meant to be applied to the near-equilibrium regime. However, if we do apply them to solutions that are near a Maxwellian, then their conditional assumptions are automatically satisfied, and they simplify considerably the problem of establishing the global existence of solutions. Indeed, the proof in this paper is quite short, at the expense of applying these two elaborate theorems from the literature.

    Even though there are several documented results about global solutions for initial data near equilibrium, there are suprisingly few explicit results about the short-time existence for arbitrary initial data. The first such result that we know of is in [2]. It requires the initial data to have Gaussian decay for large velocities, which makes it difficult to apply in practice. In [21] and [12], the authors obtain a short-time existence result for initial data in H6 and H5 respectively, with a polynomial weight, in the case of soft potentials: γ0.

    In this paper, we include a proof of short-time existence for solutions in Section 3. This proof comprises the bulk of this paper. Once we have the three ingredients mentioned above, proving Theorems 1.1 and 1.2 becomes practically trivial. Using the result of [12], we could have shortened the document considerably, but we wanted to be able to address the case of hard potentials, γ>0, as well. The proof for short-time existence we include here is relatively minimalistic, and it is not meant to be applied to initial data that is far from equilibrium. There is certainly room (and, arguably, need) for further research into short-time existence results for the Boltzmann equation.

    Remark 1.4. The regularity estimates for the solution f in Theorems 1.1 and 1.2 are a direct consequence of the result in [19] (see Theorem 2.2 below). The solutions are uniformly smooth for t[τ,+), for any τ>0. Interpolating these regularity estimates with the upper bound |f|ε0vq one can directly deduce that, by picking ε0 small, the norm f(t,,)Wk,pm(T3×R3) can be made arbitrarily small, uniformly for t[τ,+), for any values of k0, p[1,], and m0. Thus, the conditional regularity estimates allow us to transfer our initial smallness condition with respect to the norm Lq into stronger norms.

    The proofs of Theorems 1.1 and 1.2 follow quickly by combining the trend to equilibrium, conditional regularity, and short-time existence.

    Any short-time existence result gives us a solution in an interval of time [0,T], for some T depending on the initial data. Since any Maxwellian is a stationary solution, it is natural to estimate the time T depending on some kind of distance between f0 and a given Maxwellian M. Depending on how we set up our short-time existence result, we may utilize different norms for f0M. The proof we provide in Section 3 uses a polynomially weighted L norm. We made this choice of norm so that our main theorems match and extend one of the latest (and arguably strongest) results in the current literature: [4].

    There is one condition that the norm used in the short-time existence result must satisfy for our proof to work. The smallness of f0M must imply the hydrodynamic bounds that are required for the conditional regularity result (given below in (2.3)). It is hard to imagine that this would ever be a problem. Every result in the current literature for solutions near a Maxwellian imposes a smallness condition that is stronger than the hydrodynamic bounds in (2.3).

    The main idea for the proofs of Theorem 1.1 and 1.2 is the following. We know that there is a solution for certain amount of time. Before this solution ceases to exist, it will first invalidate the inequality f(t,)M<ε0 at certain time T0. From the conditional regularity results, we know that the solution is smooth and bounded below by a Maxwellian in [τ,T0], for any given τ>0. These estimates do not depend on T0. The trend to equilibrium result tells us that f(T0,)M<ε0 for sure if T0 is too large, leading to a contradiction. The proof finishes immediately by picking ε1 small enough so that the short-time existence result ensures the solution exists for a long enough interval of time.

    The fact that in our Theorems 1.1 and 1.2, we measure the closeness between the initial data f0 and the Maxwellian M with respect to a weighted L norm depends exclusively on the type of short-time existence result we use. A different short-time existence result, with different conditions on the initial data, would automatically lead to a different global existence result, for a different way to measure the distance between f0 and M. The method presented in this paper reduces any future attempt to prove the existence of global solutions near equilibrium, to establishig a new short-time existence result.

    We do not address the uniqueness of solutions in this paper. Uniqueness is a local property. It is something that depends exclusively on the short-time result as well. We prove local existence in Lq, but not uniqueness, in Section 3.

    We should point out that most previous works concerning the global well posedness of the Boltzmann equation near equilibrium contain some form of short-time existence somewhere inside their proofs, in one way or another. With the approach we suggest in this paper, we cannot get around that part of the proof. But we save ourselves from redoing anything else.

    One advantage of having a quick proof of global existence near equilibrium as a consequence of the three ingredients mentioned above is that new results concerning convergence to equilibrium, conditional regularity, or short-time existence, would automatically translate into new results on global existence.

    Any result on short-time existence of (smooth) solutions whose time of existence depends on some distance between the inital data and a Maxwellian, would immediately imply a global existence result when that distance is sufficiently small. Thus, if one wanted to extend Theorems 1.1 and 1.2 to norms other than polynomially-weighted L, we would need to develop a suitable short-time existence result only. One caveat is on the decay of the solutions as |v|. In this paper we use techniques from [14] to propagate polynomially decaying upper bounds. Other rates of decay would require different bounds.

    The reason we require γ+2s[0,2] in Theorems 1.1 and 1.2 is because of the same requirement in the conditional regularity result from [19]. The restriction γ+2s[0,2] plays a strong role in establishing the L estimates in [22], that are applied in [19]. The solutions we work with in this paper are bounded by construction, so it seems that the assumption γ+2s0 should be unnecessary. Presumably, one should be able to establish C estimates similar to [19], in the full range of values of γ and s, if we add the condition that fL in addition to (2.3). We are not aware of any result for γ+2s<0 in this direction. See [6] for a result for γ+2s>2.

    To be more precise, it is conceivable that Theorem 2.2 can be extended to other values of γ and s if the regularity estimates are allowed to depend on fL in addition to (2.3). Such a conditional regularity result could be used to extend the result of Theorems 1.1 and 1.2 to the same values of γ and s. The short-time existence result we present in Section 3 also uses the restriction γ+2s0 indirectly through the application of the result in [11] for the construction of solutions. Note that, for 0>γ>max(3,3/22s), we can use the result in [12] to construct the solutions for a short time.

    The reason we state Theorems 1.1 and 1.2 in three dimensions is because we reference a result from [11] that is stated in three dimensions in the original paper. There seems to be no fundamental difficulty in extending this result, and therefore also the analysis in this paper, to higher dimensions. Naturally, the number of derivatives in Proposition 3.1 would change from 4 to a dimensional-dependent number.

    We denote polynomially-weighted Lp and Sobolev norms by

    uLpq(Td×Rd):=vquLp(Td×Rd),uHkq(Td×Rd):=vquHk(Td×Rd),kN.

    For functions of the v variable only, the norms uLpq(Rd) and uHkq(Rd) are defined analogously. For s(0,1) and [u]Hs(Rd) the standard fractional Sobolev seminorm defined by

    [u]2Hs(Rd)=RdRd|u(v)u(w)|2|vw|d+2sdwdv,

    we define

    uHk+sq(Rd):=uHkq(Rd)+|α|=k[vqαu]Hs(Rd).

    We work with classical smooth solutions in this paper. The solutions we construct are C with respect to all variables (t, x and v) for any positive time. They also decay as |v| faster than any algebraic rate. However, this smoothness is not uniform up to the initial time, unless f0 is smooth.

    Since we allow initial data f0 that is in a weighted L space, our solutions may have a discontinuity at time t=0. One way to make sense of the initial data is to use the weak formulation of the equation up to t=0. We insist that for any smooth test function φ(t,x,v) with compact support in [0,T)×T3×R3, the following equality holds:

    (2.1)

    It is not a priori obvious that the last term on the right is well-defined, as the bounds necessary to make pointwise sense of Q(M+f,M+f) may degenerate as t0. However, there is a weak form of the collision operator that allows one to make sense of the integral using the smoothness of φ: with the notations φ=φ(t,x,v), φ=φ(t,x,v), φ=φ(t,x,v), φ=φ(t,x,v), and similarly for f, one has

    R3φQ(M+f,M+f)dv=12R3R3×S2(M(v)+f)(M(v)+f)B(vv,σ)(φ+φφφ)dσdvdv. (2.2)

    This weak formulation follows from well-known formal computations (see [23,Chapter 1,Section 2.3]) that are valid in our setting because f(t,x,) is Schwartz class for all t>0 and xT3. We also have the following estimate (see [23,Chapter 2,formula (112)]) that ensures the integral in v is well-defined as long as φW2,v and f(L1γ++2)v:

    Lemma 2.1. For φ,g,h:RdR such that the right-hand side is finite, one has

    RdφQ(g,h)dvφW2,(Rd)Rd×Rdg(v)h(v)|vv|1+γvvdvdv.

    Since the test functions φ in (2.1) are smooth up to t=0, our polynomially-weighted L bounds on f ensure that the formula (2.1) makes sense.

    The conditional regularity of the Boltzmann equation is a collection of regularity estimates that are based on the assumption that we have a classical solution f to (1.1) whose macroscopic hydrodynamic quantities satisfy the following pointwise bounds.

    0<m0Rdf(t,x,v)dvM0,Rd|v|2f(t,x,v)dvE0,Rdf(t,x,v)logf(t,x,v)dvH0. (2.3)

    The inequalities in (2.3) concern the mass, energy and entropy densities respectively, at every point (t,x). We do not know of any reason why the inequalities (2.3) should hold for general solutions. By analogy with the compressible Euler and Navier Stokes systems, it would make sense to expect that there may exist some solutions where (2.3) does not hold. The conditional regularity result tells us that this is the only way in which the Boltzmann equation can possibly develop a singularity.

    The main result of [19] provides a priori estimates for derivatives of any order, depending only on the conditions (2.3).

    Theorem 2.2. Let f be a classical smooth solution to (1.1) on [0,T]×Td×Rd which decays faster than any algebraic rate as |v|. Assume that (2.3) holds. Then, for any multi-index kN1+2d, q>0, and τ(0,T),

    vqDkfL((τ,T]×Td×Rd)Ck,q,τ. (2.4)

    When γ>0, the constants Ck,q,τ depend only on k, q, τ, s, γ, d, and the constants in (2.3). When γ0, the constants Ck,q,τ depend additionally on polynomial decay estimates for f0, i.e., on the constants

    Nr:=supx,vvrf0(x,v),for eachr0.

    Theorem 2.2 is an a priori estimate for smooth solutions—the key aspect is that the regularity and decay estimates depend on the zeroth-order quantities in the assumption (2.3) and are quantitatively independent of the qualitative assumption of smoothness.

    The following simple lemma allows us to apply Theorem 2.2 in the near-equilibrium context. It says that a function sufficiently close to a Maxwellian automatically satisfies the hydrodynamic assumptions (2.3).

    Lemma 2.3. If M(v) is a Maxwellian distribution, and g:RdR satisfies vqg(v)12 for all vRd, for some q>d+2, and M+g0, then M+g satisfies the assumptions (2.3) with constants m0, M0, E0, and H0 depending only on q.

    Proof. Direct calculation.

    In [7], Desvillettes and Villani showed that solutions to the Boltzmann equation (1.1) satisfying regularity and non-vacuation conditions that are uniform in t, converge to Maxwellians as t.

    Theorem 2.4. Let f0 be a solution to (1.1) on [0,T]×Td×Rd satisfying, for a family of positive constants Ck,q,

    fL([0,T],Hkq(Td×Rd))Ck,qfor allk,q0,

    and also satisfying the pointwise lower bound

    f(t,x,v)K0eA0|v|2,for all(t,x,v).

    Then for any p>0 and for any k,q>0, there exists Cp>0 depending on d, γ, s, A0, K0, the constant Cb in (1.2), and Ck,q for sufficiently large k and q, such that for all t[0,T],

    f(t,,)MHkq(Td×Rd)Cptp,

    where M is the Maxwellian with the same total mass, momentum, and energy as f.

    The convergence rate given in [7] is faster than any polynomial rate, but not explicitly exponential. However, after the analysis in [13] or [4], we now know that the decay rate is actually exponential with the same hypothesis as in Theorem 2.4, at least for hard potentials.

    Note that we stated Theorem 2.4 for a solution in an interval of time [0,T]. The constants Cp in the estimate are independent of this value of T. The result in [7] is stated for global solutions defined for all time. However, the estimates at time t naturally do not depend on anything about the solution f after that time. The way we intend to use Theorem 2.4 is that if the solution f exists in a time interval [0,T], for large enough T, then f will be very close to the Maxwellian M at the final time t=T.

    Thanks to the regularity estimates of Theorem 2.2 and the lower bounds established in [15], the conclusion of Theorem 2.4 holds for any classical solution f of (1.1) for which (2.3) holds.

    Following [22], we write the collision operator as the sum Q(f,g)=Qs(f,g)+Qns(f,g), with

    Qs(f,g)(v)=Rd[g(v)g(v)]Kf(v,v)dv, (2.5)

    with

    Kf(v,v)=2d1|vv|{w(vv)}f(v+w)B(r,cosθ)r2ddw,

    where r2=|vv|2+|w|2 and cos(θ/2)=|w|/r. This kernel can be bounded by

    Kf(v,v)({w(vv)}f(v+w)|w|γ+2s+1dw)|vv|d2s, (2.6)

    For the second term, one has

    Qns(f,g)(v)=C(f||γ)(v)g(v). (2.7)

    The constant C and the implied constants in (2.6) depend only on γ, s, and Cb. The formulas (2.5) and (2.7) are valid for any two functions f,g:RdR such that the right-hand sides make sense. For proofs of these formulas, see Sections 4 and 5 of [22]. We also recall the following form of the cancellation lemma (see [17,Lemma 3.6]).

    Rd[Kf(v,v)Kf(v,v)]dv=C(f||γ)(v), (2.8)

    with the same constant C as in (2.7).

    In this section we collect some estimates from the literature involving the collision operator Q. They will be used for the short-time existence result in Section 3.

    The following is an elementary estimate for the upper bound of the convolution of a function f and |v|κ, for any value of κ. It is the same as [19,Lemma 2.4]. In this paper, we will apply it for κ=γ and for κ=γ+2s.

    Lemma 2.5. Let κ>d and f:Rd[0,) be a function such that f(v)Nvq for some q>d+κ+. Then

    Rdf(v+w)|w|κdwCNvκ.

    Here the constant C depends on d, κ and q only. Moreover, C can be taken independent of q provided that qq0 for some q0>d+κ+.

    The final statement about the choice of C independently of q follows from the simple observation that if f(v)Nvq, then also f(v)Nvq0.

    The kernel Kf of (2.6) satisfies some ellipticity bounds depending only on macroscopic quantities associated to f. When f0, we also get from (2.6) that Kf0. In some parts of this paper we will evaluate Q(f,M) for a function f that may change sign. Thus, the kernel Kf may change sign as well. We observe that |Kf(v,v)|K|f|(v,v), and this allows us to deduce some basic estimates for the kernel Kf regardless of the sign of f.

    The following lemma is proved in [22].

    Lemma 2.6. Let Kf be the kernel given by the formula (2.6). Then, for any r>0 and vRd,

    Br(v)|vv|2|Kf(v,v)|dvCr22sRd|f(vw)||w|γ+2sdw,RdBr(v)|Kf(v,v)|dvCr2sRd|f(vw)||w|γ+2sdw.

    Here, the constant C depends on dimension, s and γ only (not on f).

    Bounds for the kernel Kf such as the one in Lemma 2.6 help us estimate the value of the application of the integral operator to a smooth function φ. The following lemma can be found in [19,Lemma 4.6] and in [15,Lemma 2.3].

    Lemma 2.7. Let K:RdR be a symmetric kernel (i.e., K(v,v+w)=K(v,vw)) so that

    Br(v)|vv|2|K(v,v)|dvΛr2s.

    Consider the integro-differential operator LK,

    LKφ(v)=PVRd(φ(v)φ(v))K(v,v)dv.

    If φ is bounded in Rd and Cα at v for some 2s<α2, then

    |LKφ(v)|CΛ|φ|12sαC0(Rd)[φ]2sαCα(v).

    The constant C depends on dimension, s and α.

    We use the (more or less standard) notation [φ]Cα(v) for the Cα semi-norm localized at the point v

    [φ]Cα(v):=inf{supvRd|φ(v)p(v)||vv|α:for any polynomial p so that degp<α}.

    In particular [φ]Cα(v)[φ]Cα(Rd), and it depends on the point v. Observe for example that

    [q]Cα(v)qαvα.

    Combining Lemma 2.6 with Lemma 2.7, we obtain the following.

    Corollary 2.8. If g is a bounded and C2 function, then the operator Qs(f,g) defined by (2.5) satisfies

    |Qs(f,g)|g1sL(Rd)[g]sC2(v)Rd|f(vw)||w|γ+2sdw.

    We also require some estimates on the collision operator in Sobolev norms. A coercivity estimate for the Boltzmann collision operator with an optimal weight is given in [10] in terms of the custom-defined seminorm ˙Ns,γ given by

    g2˙Ns,γ:=Rd×Rd(vv)(γ+2s+1)/2(g(v)g(v))2d(v,v)d+2s1{d(v,v)1}dv, (2.9)

    where

    d(v,v):=|vv|2+14(|v|2|v|2)2.

    The coercivity estimate of [10] is stated as follows:

    Proposition 2.9. For f satisfying the assumptions (2.3), there exists a constant c0>0 depending only on the constants m0, M0, E0, and H0, such that

    RdQ(f,g)gdvc0g2˙Ns,γ(Rd)+C0fL1γ(Rd)g2L2γ/2(Rd).

    We also follow [10] in defining the Ns,γ norm as

    g2Ns,γ:=g2˙Ns,γ+g2L2(γ+2s)/2.

    Note that the definition of L2q in [10] is not the same as the one we use here. It corresponds to L2q/2 in our notation.

    The following trilinear estimate is also proved in [10].

    Proposition 2.10.

    |RdQ(f,g)hdv|fL1(γ+2s+2)gNs,γhNs,γ.

    The norm fL1(γ+2s+2)(Rd) is an upper bound for the constant of Assumption U in [10]. One can probably extract a smaller exponent than γ+2s+2 from carefully inspecting the proof in [10]. In the coercive estimate of Proposition 2.9, it is easy to see that the factor fL1γ suffices, even though it is also stated in terms of Assumption U in [10].

    The following estimate for the kernel Kf is closely related to Propositions 2.9 and 2.10. A proof of the lower bound can be found explicitly in Appendix A of [17], and it would also follow from the analysis in [10]. The upper bound follows from Proposition 2.10 and the expression (2.7) for Qns:

    Corollary 2.11. If f satisfies the assumptions (2.3), then

    c0g2˙Ns,γRd×Rd|g(v)g(v)|2Kf(v,v)dvdvC1fL1γ+2s+2g2Ns,γ,

    where c0>0 depends on the mass, energy, and entropy bounds for f, as in Proposition 2.9.

    The following is a commutator estimate in terms of the Ns,γ norms of [10]. It is apparently new.

    Lemma 2.12. For any q>0, and f,g:RdR, we have

    vqQ(f,g)Q(f,vqg)L2γ+/2(Rd)CqfL1γ+2s+2vqgNs,γ.

    Proof. We expand the integral expression for Q in terms of Kf to get

    vqQ(f,g)(v)Q(f,vqg)(v)=Rd(vqvq)g(v)Kf(v,v)dv=Rd(vqvq1)vqg(v)Kf(v,v)dv=Rd(vqvq1)(vqg(v)vqg(v))Kf(v,v)dv=+vqg(v)Rd(vqvq1)Kf(v,v)dv=:I(v)+II(v).

    For the first term, we use that |Kf|K|f| and we apply Cauchy-Schwarz.

    I(v):=Rd(vqvq1)(vqg(v)vqg(v))Kf(v,v)dv(Rd(vqvq1)2K|f|dv)1/2(Rd(vqg(v)vqg(v))2K|f|dv)1/2.

    Using Corollary 2.8 with φ=vq, we observe that

    Rd(vqvq1)2K|f|dvCqv2s(f|v|γ+2s)Cvγ+fL1γ+2s. (2.10)

    Therefore

    Rdvγ+I(v)2dvCfL1γ+2s(vqg(v)vqg(v))2K|f|dvdv.

    Using Corollary 2.11, we conclude that

    I2L2γ+/2CfL1γ+2sfL1γ+2s+2g2Ns,γ.

    This takes care of the first term I(v). Let us now analyze the second one: II(v). This is a lower order term. Indeed, a crude estimate similar to (2.10) tells us that

    |Rd(vqvq1)Kf(v,v)dv|CfL1γ+2svγ+.

    We get the pointwise estimate |II(v)|CfL1γ+2svq+γ+g(v). From this, we get

    |II(v)|L2γ+/2CfL1γ+2svqgL2γ+/2.

    This takes care of the second term.

    Finally, we have a simple interpolation lemma that allows us to trade decay for regularity. The proof is the same as [12,Lemma 2.6].

    Lemma 2.13. Fix n0 and m0. Suppose that fLmHkn(Rd) and k(0,k). Then if <(md/2)(1k/k)+n(k/k), we have

    fHk(Rd)f1kkLm(Rd)fkkHkn(Rd)k,kfLm(Rd)+fHkn(Rd).

    We need a short-time existence theorem that allows initial data to decay only polynomially in v (rather than exponential or Gaussian decay). This was established in [21] for s(0,12) and γ(32,0], and in [12] for s(0,1) and γ(max{3,322s},0), but these results do not apply to the case γ>0. Here, we provide a relatively quick proof of short-time existence when the initial data is near a Maxwellian, that applies both for γ0 and γ>0.

    Proposition 3.1. There exists a sufficiently large q>0, depending on γ and s, so that for any ε>0 and any T>0, there exists a δ>0 so that if |f0|δvq, then there exists some bounded classical solution f:[0,T]×T3×R3R to (1.3) that agrees with the initial data f0 in the sense described in Section 2.1, and such that

    |f(t,x,v)|εvq,for allt,x,v[0,T]×T3×R3.

    Moreover, for γ0, if |f0|C0v˜q for any ˜q>q and C0>0, then also |f(t,x,v)|C1v˜q for some C1 depending on C0, ˜q and the parameters of the equation only.

    Also, if γ>0, then |f(t,x,v)|Cp(t)vp for all p>0, for some function Cp(t) depending on p and the parameters of the equation only.

    Even furthermore, if f0Hkq1(T3×R3)L˜q(T3×R3) for some k4, q1>0, and ˜q>0 large depending on q1, then also f(t,,)Hkq1(T3×R3) for all t[0,T].

    We emphasize that the time T of existence in Proposition 3.1 depends on vqf0L<δ only. It is unaffected by any of the other norms of f0.

    This section is devoted to the proof of Proposition 3.1. Like most proofs of short-time existence results, part of the proof consists in establishing certain estimates that persist for some period of time, depending on the size of the initial data. We also need to devise some procedure to build the solution. We write an approximate problem whose solution can be easily constructed using results from the literature. We prove that the solutions to this approximate problem satisfy our estimates uniformly and pass to the limit.

    Let us start by describing our approximate problem. First, we consider the case that f0 is C and decays faster than any polynomial as |v|. Later, we will analyze the general case by a standard approximation procedure.

    Let h>0 be a small parameter. We will ultimately take h0 to construct a solution of (1.3). It is convenient to take h=T/N for some large integer NN. We construct an approximate solution fh of (1.3) as follows.

    We partition the interval [0,T] in subintervals

    [0,T)=[t0=0,t1)[t1,t2)[tN1,tN=T).

    We choose this partition so that titi1=h for all i=1,2,,N.

    We divide these subintervals in two sets:

    D:=[0,t1)[t2,t3)[t4,t5)[t6,t7)=i odd[ti1,ti),T:=[t1,t2)[t3,t4)[t5,t6)[t7,t8)=i even[ti1,ti).

    In D, we let fh solve the space homogeneous Boltzmann equation for each fixed value of x. More precisely,

    tfh=2Q(M+fh,M+fh),t[ti1,ti),i odd, (3.1)

    with fh(0,x,v)=f0(x,v)

    This equation is solvable thanks to the result in [11], which we quote here:

    Theorem 3.2. [11,Theorem 1.1(1)] If γ+2s0, and f0L1rHN(R3) for some N3 and r>0 sufficiently large depending only on N, then the space homogeneous Boltzmann equation

    tg=Q(g,g)

    admits a global, unique solution satisfying gC([0,T],HN(R3))L([0,T],L1rLlogL(R3)) for any T<.

    We apply this theorem with N=3, and our solution fh is obtained from g by subtracting off M(v) and rescaling time to address the factor of 2 in (3.1). Therefore, we require the initial data fh(ti1,x,) to belong to the space L1rH3(R3) for some r sufficiently large, for each value of x.

    We assume that f0 is smooth and rapidly decaying for large velocities. Thus, the assumptions to apply the result from [11] hold at i=1. We have to make sure that these assumptions will also hold for later values of i.

    The solutions obtained by solving the space-homogeneous problem are smooth and decay in v faster than any polynomial. Note also that M+fh0 for all h>0. There is no easily applicable result that guarantees that the solution fh will be smooth with respect to x. Because of that, at each ti for i1 odd, we replace f(ti,x,v) with a mollification in space:

    fhi(x,v):=R3fh(ti,xy,v)h3χ(y/h)dy, (3.2)

    where χ is a smooth, even, nonnegative function supported in B1(0), with B1(0)χ=1. The functions fhi will be smooth both in x and v, and rapidly decaying as |v|.

    In each interval [ti1,ti)T, with i even, we let fh solve the transport equation with initial data fhi1 as in (3.2). That is,

    {tfh=2vxfh,t[ti1,ti),i evenfh(ti1,x,v)=fhi1(x,v).

    The transport equation preserves the smoothness of the function f in T. Thus, the initial data for solving problem (3.1) is always smooth in all variables and the result from [11] will be applicable for every subinterval in D.

    Note that by the mollification introduced in (3.2), the function fh will have a jump discontinuity with respect to time at every ti with i odd. The scaling of the mollification is chosen so that its quantitative impact on the solution disappears as h0, as we demonstrate below. It is convenient for our analysis below to make fh be left continuous, that is fh(ti,x,v)=limttifh(t,x,v) for every i odd.

    Now that we have constructed the approximate solution fh for every h>0, it is time to obtain some estimates that are independent of h. In this section, we obtain estimates in weighted L following the ideas from [14].

    In this subsection, since the analysis applies in arbitrary dimension, we prove our estimates for functions defined on Rd for general d2. The construction of fh in the previous subsection requires d=3 because of the application of [11].

    Let g:Rd(0,2] be a smooth function satifying

    g(v)=|v|q for |v|>1,g(v)vq in Rd. (3.3)

    We use this definition for g during this whole subsection. Obviously g(v)vq. We use the function g(v) instead of vq because we want to use some computations from [14] that apply to those functions. Choosing g such that g(v)vq is done for technical convenience.

    We start with a few lemmas that involve various upper bounds for different parts of the Boltzmann collision operator. The first one involves the quantity Qs(M+fh,g), evaluated at some given point (ˉt,ˉx,ˉv). Following [14], we split this quantity as Qs(M+fh,g)=G+B. For c1(q)=q1/20, we define

    G:=Qs(1v<c1(q)|ˉv|(M+fh),g)(ˉv), (3.4)
    B:=Qs(1vc1(q)|ˉv|(M+fh),g)(ˉv), (3.5)

    The point of this decomposition is that, as we will see, G<0, and B is an error term that must be estimated from above.

    Note that for any value of wRd, w1. Thus, we have Qs(M+fh,g)(ˉv)=B when |ˉv| is sufficiently small. The decomposition is only useful to study large values of |ˉv|.

    Lemma 3.3. Assume |fh(v)|g(v)/2 for all vRd, and M+fh0. There exists Rq>0 depending on q, such that the term G defined by (3.4) satisfies

    Gc(1+q)s|ˉv|γg(ˉv),

    if |ˉv|>Rq. The constant c>0 is independent of q.

    Proof. By Lemma 2.3, the bound Mg(v)/2(M+fh)M+g(v)/2 implies the bounds (2.3) on the hydrodynamic quantities on the function M+fh. Thus, this lemma is the same as [14,Proposition 3.1].

    The term B may be estimated by the combination of Propositions 3.7–3.9 in [14]. However, because the statements of these propositions are not completely explicit for our purposes, and the setting in this paper is slightly simpler, we present the computation to estimate B in full detail. In order to do so, we further split the term B=B1+B2, where

    B1:=Qs(1vc1(q)|ˉv|(M+fh),1v<|ˉv|/2g)(ˉv),B2:=Qs(1vc1(q)|ˉv|(M+fh),1v>|ˉv|/2g)(ˉv).

    The following is an auxiliary lemma.

    Lemma 3.4. Assuming q>d+γ+2s and |fh(v)|Ug(v) for all vRd, for any r1 and vRd there holds

    wr|fh(w)||vw|2s+γdwUqdrq+d|v|γ+2s+Uqdγ2srq+d+γ+2s.

    Proof. By a direct computation, using that |vw|2s+γ|v|2s+γ+|w|2s+γ,

    wr|fh(w)||vw|2s+γdwUwrg(w)(|v|2s+γ+|w|2s+γ)dw,U(1qdrq+d|v|2s+γ+1qdγ2srq+d+γ+2s).

    We now estimate B2.

    Lemma 3.5. Assuming q>d+γ+2s and |fh(v)|Ug(v) for all vRd, there is a constant Cq so that

    B2Cq(1+U)ˉv2q+d+γ.

    Proof. Let gˉv(v):=1v>|ˉv|/2g(v). Applying Corollary 2.8, we get

    B2gˉv1sL[gˉv]sC2(ˉv)wc1(q)|ˉv|(M(w)+fh(w))|ˉvw|2s+γdw.

    By a direct computation, we verify that

    gˉvLˉvq,[gˉv]C2q2ˉvq2.

    Therefore,

    B2q2sˉvq2swc1(q)|ˉv|(M(w)+fh(w))|ˉvw|2s+γdw. (3.6)

    In order to estimate the integral on the right hand side, we compute each of its two terms separately. On one hand, assuming q>d+γ+2s, Lemma 3.4 tells us that

    wc1(q)|ˉv||fh(w)||ˉvw|2s+γdwCqUˉvq+d+2s+γ

    The term involving M(w) decays faster than exponential for large velocities. In order to do this proof, we only need the following gross overestimation

    wc1(q)|ˉv|M(w)|ˉvw|2s+γdwCqˉvq+d+2s+γ

    Replacing the last two bounds back into (3.6), we complete the proof.

    We now proceed to estimate the term B1

    Lemma 3.6. Assuming q>d+γ+2s and |fh(v)|Ug(v) for all vRd, we have

    B1Uqdγ2sˉvq+γ+exp(ˉv).

    Proof. Note that for v<|ˉv|/2, we have g(v)g(ˉv)0. Recalling the integral expression for B1, we have

    B1v<|ˉv|/2{w(vˉv),ˉv+wc1(q)|ˉv|}(M+fh)(ˉv+w)|w|γ+2s+1[g(v)g(ˉv)]|vˉv|d2sdwdv,

    with implied constant depending only on Cb in (1.2). The point that we want to make here is that given v<|ˉv|/2 and (vˉv)w, then we automatically have |v+w|>3/2|ˉv| by a straightforward geometric argument. Thus, the expression bounding B1 can be simplified to

    B1v<|ˉv|/2{w(vˉv),ˉv+w3/2|ˉv|}(M+fh)(ˉv+w)|w|γ+2s+1[g(v)g(ˉv)]|vˉv|d2sdwdv,

    Switching the order of integration,

    =ˉv+w3/2|ˉv|{(vˉv)w,v<|ˉv|/2}(M+fh)(ˉv+w)|w|γ+2s[g(v)g(ˉv)]|vˉv|d2s+1dwdv,

    Using here 0g(v)g(ˉv)1,

    ˉv2sˉv+w3/2|ˉv|(M+fh)(ˉv+w)|w|γ+2sdw,

    Applying Lemma 3.4 for the term involving fh and using that M decays faster than any exponential,

    Uqdγ2sˉvd+γ+exp(ˉv)

    Combining Lemmas 3.6 and 3.5, we conclude the following upper bound for B:

    Proposition 3.7. Assuming q>d+γ+2s and |fh(v)|Ug(v) for all vRd, then

    BUqdγ2sˉvq+γ+Cq(1+U)ˉv2q+d+γ.

    Corollary 3.8. Assume |fh(v)|g(v)/2 for all vRd. There exists a q0 sufficiently large so that for all q>q0 we have

    Qs(M+fh,g)(ˉv)(aqbqˉvγ+)g(ˉv),

    Moreover, bqqs for large q.

    Proof. Combine Lemma 3.3 with Proposition 3.7.

    We move on to analyze the term Qs(fh,M) with the following Lemma.

    Lemma 3.9. Assume |fh(v)|Ug(v) for all vRd. There exists a universal constant R>0 such that if |ˉv|>R, then

    |Qs(fh,M)(ˉv)|U|ˉv|γg(ˉv),

    with implied constant independent of q.

    Proof. We have from (2.5) that Qs(fh,M)=RdKfh(ˉv,v)[M(v)M(ˉv)]dv. We divide this integral into the parts where |v||ˉv|/2 and |v|<|ˉv|/2. For the first part, define

    ˉM(v):={M(v),|v||ˉv|/2,M(ˉv),|v|<|ˉv|/2.

    We then have

    (3.7)

    The last inequality is a rather brutal bound from above. In the second line, we used Corollary 2.8, and in the third line, we used |fh(v)|Ug(v).

    Next, we address the integral over {v:|v|<|ˉv|/2}. Note that M(ˉv)M(v) in this region. Using (2.6) and the bound |fh(v)|Ug(v), we have

    {|v|<|ˉv|/2}Kfh(ˉv,v)[M(v)M(ˉv)]dv{|v|<|ˉv|/2}|vˉv|d2sM(v){w(vˉv)}|fh(ˉv+w)||w|γ+2s+1dwdv|ˉv|d2s{|v|<|ˉv|/2}M(v){w(vˉv)}Uˉv+wq|w|γ+2s+1dwdv.

    When |v|<|ˉv|/2, the hyperplane {ˉv+w:w(vˉv)} is at distance at least 3/2|ˉv| from the origin. Because of that, we verify by a direct computation that

    {w(vˉv)}ˉv+wq|w|γ+2s+1dw|ˉv|q+γ+2s+d.

    Therefore

    {|v|<|ˉv|/2}Kfh(ˉv,v)[M(v)M(ˉv)]dvUˉvq+γ{|v|<|ˉv|/2}M(v)dvUˉvq+γ. (3.8)

    The proof is concluded combining (3.7) with (3.8).

    Finally, we can state and prove the propagation of the upper bound for the approximate solution fh constructed in Section 3.1.

    Lemma 3.10. Let g:Rd(0,2] be as in (3.3). There exists a constant C1>0 so that the following holds. If |f0(x,v)|δg(v), then the approximate solution fh constructed in Section 3.1 satisfies |fh(t,x,v)|<δeC1tg(v) uniformly in h, for any t,x,v[0,T]×Td×Rd provided that δeC1T<1/2.

    Proof. Let us write U(t):=δeC1t, where the constant C1 will be determined later. Naturally, g(v)vq. We should think of the function U(t)g(v) as an upper barrier. We verify the inequality fh<U(t)g(v) by contradiction, using the classical idea of evaluating the equation at the first crossing point.

    By construction, we have |fh(0,x,v)|=|f0(x,v)|<δg(v)=U(0)g(v). We want to propagate this inequality to future values of t. The way we organize this proof is by showing that if |fh(ti,x,v)|<U(ti)g(v) for some iN, then we also have |fh(t,x,v)|<U(t)g(v) for the whole interval t[ti,ti+1]. Naturally, the reason is different depending on whether [ti,ti+1] is an interval in D or in T.

    Note that if fh satisfies |fh(ti,x,v)|<U(ti)g(v) for some i odd, then the function fi given by the x-mollification (3.2) will trivially satisfy the same inequality. Moreover, in the interval [ti,ti+1]fh solves the transport equation that merely moves values around in space. Any upper bound independent of x will be invariant during every interval contained in T. Since U is increasing in time, then the inequality |fh(ti,x,v)|<U(ti)g(v) easily implies |fh(t,x,v)|<U(ti)g(v)<U(t)g(v) for any t,x,v(ti,ti+1]×Td×Rd.

    We are left to analyze the case that [ti,ti+1] is an interval in D. In these intervals, the function fh solves the space-homogeneous problem (3.1) for every fixed value of x. Our analysis below is essentially an upper bound for the space-homogeneous Boltzmann equation.

    Let us fix any point ˉxTd. We know that |fh(ti,ˉx,v)|<U(ti)g(v) and want to prove that |fh(t,ˉx,v)|<U(t)g(v) for every t[ti,ti+1]. For the sake of contradiction, let us suppose that this inequality is invalid somewhere. For this fixed value of ˉx, let ˉt be the first time that the inquality does not hold:

    ˉt:=inf{t[ti,ti+1]: there exists vRd such that |fh(t,ˉx,v)|U(t)g(v)}.

    Since fh(,ˉx,) is continuous in [ti,ti+1]×Rd, and moreover lim|v||fh(t,ˉx,v)|/g(v)=0 uniformly for t[ti,ti+1], then there must exist a first crossing point ˉt,ˉv(ti,ti+1]×Rd so that

    fh(ˉt,ˉx,v)=U(ˉt)g(ˉv),fh(t,ˉx,v)<U(t)g(v) for any t[ti,ˉt),vRd. (3.9)

    Our plan is to obtain a contradiction by verifying that the Eq (3.1) cannot hold at the point (ˉt,ˉx,ˉv).

    As it is standard for this type of barrier argument, we obtain a series of inequalities at the point (ˉt,ˉx,ˉv). In this case,

    tfh(ˉt,ˉx,ˉv)U(ˉt)g(ˉv),Q(M+fh,fh)(ˉt,ˉx,ˉv)U(ˉt)Q(M+fh(ˉt,ˉx,),g)(ˉv). (3.10)

    The second of these inequalities is the standard ellipticity of the integral operator Qs. It follows directly from the expression (2.5) observing that KM+fh is a nonnegative kernel. Moreover, observe that Qns(φ,fh)(v)=Qns(φ,g)(v), for any functions φ,f,g, at any point where f(v)=g(v).

    From the equation (3.1) and the fact that Q(M,M)=0, we have

    tfh=Q(M+fh,M+fh)=Q(M+fh,fh)+Q(fh,M).

    Let us decompose the right hand side even further according to the decomposition of Section 2.4. Using (2.7) to write terms with Qns as convolutions, we have

    tfh=C[(M+fh)||γ]fh+C[fh||γ]M+Qs(M+fh,fh)+Qs(fh,M). (3.11)

    Evaluating this at the first crossing point (ˉt,ˉx,ˉv) and using the second inequality in (3.10), this gives

    (3.12)

    Our goal is to bound this right-hand side from above and derive a contradiction with the first inequality in (3.10). We use the lemmas proved earlier in this section to bound some of the terms. Moreover, we will see that for large enough ˉv, the term Qs(M+fh,g)(ˉv) is strictly negative and it dominates all the other terms.

    For the convolution terms in (3.12), we apply Lemma 2.5 to obtain

    [(M+fh)||γ](ˉv)g(ˉv)|ˉv|γg(ˉv),[g||γ](ˉv)M(ˉv)|ˉv|γM(ˉv), (3.13)

    with constants independent of q. Note that M decays much faster than gvq.

    Combining Corollary 3.8, Eq (3.13), and Lemma 3.9, we bound the right-hand side of (3.12) and obtain

    tfh(ˉt,ˉx,ˉv)U(ˉt)[cqs|ˉv|γ+2q|ˉv|γ2+|ˉv|γ]g(ˉv),|ˉv|Rq.

    Picking q sufficiently large, the negative term dominates, and we ensure that tfh(ˉt,ˉx,ˉv)<0 if |ˉv| is large enough. Since our function U(t) is increasing, the first contact point cannot occur with |ˉv|>Rq, for some large radius Rq depending on our (finite) choice of q.

    For |ˉv|<Rq, we estimate the right hand side in (3.12) without any regard for the asymptotic behavior as |ˉv|, and we get tfh<C1U(ˉt) for some universal constant C1. This is the constant C1 that we choose in the definition of U(t)=δexp(C1t) so that we obtain a contradiction with the first inequality in (3.10).

    We have shown fh is bounded above by δexp(C1t)g(v) whenever the initial data is bounded by δg(v) and provided that U(t)1/2 for all t[0,T]. We pick δ>0 small enough so that δexp(C1T)<min(ε,1/2).

    In order to obtain the upper bounds with polynomial decay for higher powers, as in the statement of Proposition 3.1, we observe that the analysis in [14] applies directly to M+fh uniformly in h. These decay estimates depend only on the constants in (2.3).

    In this section, we show that sufficiently high weighted Sobolev norms in the intial data f0 are propagated forward to a positive time interval. The methods in this section are mostly classical since they involve coercivity and trilinear estimates in weighted Sobolev spaces. Yet, there are some delicate details that make the computations more cumbersome than one would expect.

    In our proof of Proposition 3.1, we use the construction described in Section 3.1 with a smooth initial data. We later approximate any initial data f0Lq with smooth functions, construct a solution for each of them, and pass to the limit. The estimates in this section are used for solving the approximate problem, but they will not apply to the final solution f unless the initial data f0 is smooth. The fact that we need these estimates for our construction might be an artifact of our proof of Proposition 3.1.

    We begin with two auxiliary lemmas.

    The following coercivity estimate gives us two negative terms. One corresponds to the usual Dirichlet form involving Kf. The other one is a weighted L2 norm with a power γ++2q. The fact that this power is strictly larger than 2q when γ>0 can be seen as the reason why there is creation of L2-moments in the hard potentials case.

    Lemma 3.11. There is a q0>0 so that for any qq0, f0 satisfying fML2q12, and any φ:RdR, we have

    Here, q0, aq0, bq>0 and cq>0 depend on q, dimension and the parameters on (2.3). Moreover, bqqs.

    Proof. We expand the left hand side using (2.5) and (2.7)

    RdQ(f,φ)φ(v)v2qdv=RdC(f||γ)φ(v)2v2qdv+Rd×RdKf(v,v)(φφ)v2qφdvdv=I+Rd×RdKf(v,v)(vqφvqφ)vqφdvdv=I+Rd×RdKf(v,v)(vqvq1)vqφvqφdvdv.

    Here, we write φ and φ to denote φ(v) and φ(v) respectively. Also, we wrote I to denote the first term

    I:=RdC(f||γ)φ(v)2v2qdv.

    We continue the computation using (2.8) and the change of variables vv, and get

    RdQ(f,φ)φ(v)v2qdv=12I12Rd×Rd(vqφvqφ)2Kf(v,v)dvdv=12I+Rd×RdKf(v,v)(vqvq1)vqφvqφdvdv=12I12Rd×Rd(vqφvqφ)2Kf(v,v)dvdv=12I+Rd×RdKf(v,v)(vqvq1)(vqφvqφ)vqφdvdv=12I+Rd×RdKf(v,v)(vqvq1)v2qφ2dvdv.

    Let us pick ε(0,1) small enough, depending on q, and use that

    (vqvq1)(vqφvqφ)vqφ1+ε2(vqvq1)2v2qφ2+12(1+ε)(vqφvqφ)2.

    Therefore,

    (3.14)

    For the last integral on the right, we first write

    Rd×RdKf(v,v)v2qφ2(v2qv2q1)dvdv=Rdv4qφ2Qs(f,v2q)dv. (3.15)

    Let g:RdR be a smooth function which equals |v|2q when |v|>1, as in (3.3) with exponent 2q. We have a good upper bound for Qs(f,g) from Corollary 3.8, so we add and subtract g inside Qs:

    Qs(f,2q)(v)=Qs(f,g)(v)+Qs(f,2qg)(v)(aqbqvγ+)v2q+Qs(f,2qg)(v),

    with bqqs. We used Corollary 3.8* and g(v)v2q in the last inequality. Next, we must estimate the resulting remainder term. Define G(v):=v2qg(v). If |v|2, then Qs(f,G)(v) is bounded by a constant depending only on q and the constants in (2.3) (for example, by Corollary 2.8). Therefore, we assume |v|>2 for our estimate of Qs(f,G)(v). We have

    *In the notation of Corollary 3.8, the current f is denoted M+f.

    Qs(f,2qg)=(B|v|/2(v)+RdB|v|/2(v))Kf(v,v)[GG]dv. (3.16)

    For the first integral, we Taylor expand G at v and use the symmetry property Kf(v,v)=Kf(v,v(vv)) to see that the first-order term integrates to zero. A straightforward calculation using |v|v||v1 and |vp|v|p|pvp2 shows that

    D2vGL(B|v|/2(v))=D2vv2qD2v|v|2qL(B|v|/2(v))q3v2q4.

    Therefore,

    B|v|/2(v)Kf(v,v)[GG]dvD2vGL(B|v|/2(v))B|v|/2(v)Kf(v,v)dvq3v2q4|v|22s[f||γ+2s](v)q3v2q2+γ,

    by Lemma 2.6. To estimate the second integral in (3.16), recall that g(v)v2q for all v, which implies G(v)0. This leads to

    RdB|v|/2(v)Kf(v,v)[GG]dvRdB|v|/2(v)Kf(v,v)G(v)dvG(v)|v|2s(f||γ+2s)(v)qv2q2+γ,

    using Lemma 2.6 and G(v)=|v|2qv2qqv2q2. Since γ2, we finally have Qs(f,G)(v)aqv2q. Returning to (3.15), we have shown

    Rd×RdKf(v,v)v2qφ2(v2qv2q1)dvdvRdv4qφ2(aqbqvγ+)v2qdv, (3.17)

    with bqqs.

    Next, for the last term in (3.14), we proceed as in the proof of Lemma 2.12 (see (2.10)) to write

    ε2Rd×RdKf(v,v)v2qφ2(vqvq1)2dvdvε2CRdv2qφ2fL1γ+2svγ+dv, (3.18)

    and for ε>0 sufficiently small depending on q, (3.14) becomes, using (3.17) and (3.18),

    RdQ(f,φ)φ(v)v2qdv12Iε2(1+ε)Rd×Rd(vqφvqφ)2Kf(v,v)dvdv=12I+Rd(aqbqvγ+)v2qφ2dv.

    Here, since bq goes to + as q, it absorbs the first term 12I for large enough q. We conclude the proof setting cq=ε/(2(1ε)).

    Recall the seminorm ˙Ns,γ defined in (2.9). The next lemma makes precise the (expected) fact that vqg˙Ns,γ controls vpg˙Ns,γ when q>p:

    Lemma 3.12. For any q>p0, one has

    vqg2˙Ns,γ12vpg2˙Ns,γCqpg2L2q+(γ+2s2)/2.

    Proof. We prove the lemma in the case p=0. The general case follows by replacing g with vpg and replacing q with qp.

    Writing (vqgvqg)2=[vq(gg)+g(vqvq)]2 and using the inequality (a+b)212a2b2, we have

    vqg2˙Ns,γ=Rd×Rd(vv)(γ+2s+1)/2(vqgvqg)2d(v,v)d+2s1{d(v,v)1}dvdv12Rd×Rd(vv)(γ+2s+1)/2v2q(gg)2d(v,v)d+2s1{d(v,v)1}dvdvRd×Rd(vv)(γ+2s+1)/2g(v)2(vqvq)2d(v,v)d+2s1{d(v,v)1}dvdv12g2˙Ns,γRdg(v)2v(γ+2s+1)/2{v:d(v,v)1}v(γ+2s+1)/2(vqvq)2d(v,v)d+2sdvdv,

    using the crude inequality v2q1 in the first term. For the second term, since |vv|d(v,v), we have

    {v:d(v,v)1}v(γ+2s+1)/2(vqvq)2d(v,v)d+2sdvv(γ+2s+1)/2{v:d(v,v)1}(q|v|q1)2|vv|2d(v,v)d+2sdvq2v2q2+(γ+2s+1)/2{v:d(v,v)1}d(v,v)22sddv.

    To estimate the last integral, we use the change of variables introduced in [19]. For any vRd with |v|>2, define the linear transformation T0:RdRd by

    T0(av+w):=a|v|v+w where wv=0,aR.

    Letting E0=v+T0(B1), we see that E0 is an ellipse centered at v with radius 1/|v| in the v direction and 1 in directions perpendicular to v. For v1,v2E0, the distance da is defined by da(v1,v2)=|T10(v1v2)|. From [19,Lemma A.1], there is a universal constant c>0 (by increasing the constant, we can take c>1) with

    1cda(v1,v2)d(v1,v2)cda(v1,v2),v1,v2E0. (3.19)

    Since E0 is not exactly a subset of {v:d(v,v)1}, in order to use this equivalence of metrics in the above integral, we must first rescale in the v variable. We claim that for c>1 and v such that d(v,v)1, there holds

    d(v,v+(vv)/c)1cd(v,v). (3.20)

    Indeed, writing vv=αv+w with wv=0 and |α|1 (which follows from d(v,v)1), a series of calculations shows

    (|v|2|v+(vv)/c|2)2=1c4((α2+2αc)|v|2+|w|2)21c2((α2+2α)|v|2+|w|2)2=1c2(|v|2|v|2)2.

    The inequality to get to the second line follows from |α|1 and c>1. Together with |v(v+(vv)/c)|2=|vv|2/c2 and the definition of d(v,v), this implies (3.20).

    Now, letting ˜v=v+(vv)/c and using (3.20), we have

    {v:d(v,v)1}d(v,v)22sddv{˜v:d(v,˜v)1/c}(cd(v,˜v))22sdc3d˜vc52sd{˜v:da(v,˜v)1}cd+2s2|T10(v˜v)|22sdd˜v=c3|v|1B1(0)|ˆv|22sddˆv|v|1,

    where we used (3.19) to get to the second line, and the change of variables ˜v=v+T0ˆv (with Jacobian |v|1) to get to the third line.

    The above inequality was derived under the assumption |v|>2. If |v|2, then

    {v:d(v,v)1}d(v,v)22sddv{v:d(v,v)1}|vv|22sddv1|v|1,

    in this case as well.

    Finally, we obtain

    vqg2˙Ns,γ12g2˙Ns,γCq2Rdg(v)2v2q+γ+2s2dv,

    as claimed.

    Now we are ready to establish the propagation of weighted Sobolev norms:

    Lemma 3.13. Let fh be the approximate solution constructed in Section 3.1, with initial data f0. There exist q1>q0>0 such that if f0H4q0Lq1(T3×R3) and f0Lq1<1/2, then there exists T1>0 depending on f0H4q0(T3×R3) and f0Lq1(T3×R3), such that fh(t,,)H4q0(T3×R3) for all t[0,T1].

    If, in addition, f0 lies in Hkq(T3×R3) for some k4 and q>0, and also f0Lm for some m large enough depending on k and q, then fh(t,,)Hkq(T3×R3) for all t[0,T1], with

    fh(t,,)Hkq(T3×R3)f0Hkq(T3×R3)exp(t0Ck,q(s)ds),t[0,T1],

    for some integrable functions Ck,q(s)>0 depending on k, q, and f0Lm. The time T1>0 depends only on f0H4q0 and f0Lq1, regardless of k and q.

    We remark that the requirement k4 could possibly be improved, but we do not need to optimize it since we intend to use this lemma to guarantee fh is C on some time interval whenever f0 is C.

    The point of Lemma 3.13 is to obtain an interval of time where the functions fh stay smooth, with bounds independent of h. It is important that it is the same time interval [0,T1] where all the estimates apply, for Sobolev norms of any order and any decay rate. In particular, applying this lemma with f0 in the Schwartz space, we get that the solutions fh stay in the Schwartz space, uniformly in h, while t[0,T1].

    Proof. For q1>0 sufficiently large, we use Lemma 3.10 to find some T0>0 depending on f0Lq1 so that the Lq1 norm of fh is less than 1/2 in [0,T0]. The time T1 in this proof will be less than or equal to this T0. Therefore, throughout this proof, we will absorb Lq norms of fh and M+fh into constants. We will also use without comment the following equivalence of norms, which follows from standard interpolation inequalities:

    u2Hkq(T3×R3)u2L2q(T3×R3)+|α|=kαu2L2q(T3×R3),kN.

    We have already established an upper bound for the first term as a consequence of Lemma 3.10 applied to an exponent q0 large enough. We are left to propagate an upper bound for the second term. Note also that for any m<k and q0>0, by picking q1 sufficiently large, we interpolate an upper bound for the ˙Hmq0 norm,

    u˙Hmq0ukmkLq1umk˙Hk. (3.21)

    The proof will proceed by induction on k, but we begin with some estimates that apply in both the base case and the inductive step. The precise inductive hypothesis will be given below.

    General estimates. For some k,q>0, let αN3+3 be a multi-index with total order |α|=k. Following the usual strategy for L2-based energy estimates, we differentiate the equation for fh by α, multiply by v2qαfh, and integrate over T3×R3.

    Differentiating the transport equation by α, we have

    tαfh=2vxαfh23i=11α3+i>0(α(ei,ei)fh),

    where e1=(1,0,0), e2=(0,1,0), and e3=(0,0,1), and α3+i is the index corresponding to differentiation in vi. Multiplying by v2qαfh and integrating, we have

    12ddtT3×R3v2q|αfh|2dvdx2k3i=1T3×R3v2q1α3+i>0(α(ei,ei)fh)αfhdvdxkDkfh2L2q(T3×R3).

    Adding up, we have shown

    ddtDkfh2L2q(T3×R3)CkDkfh2L2q(T3×R3),tT. (3.22)

    Recall that fh has a jump discontinuity in time at every ti with i odd. Let fh(ti) and fh(ti+) denote the limit of fh(t,,) as tti from the left and right respectively. From (3.2) it is clear that fh(ti+)˙Hkq(T3×R3)fh(ti)˙Hkq(T3×R3) for any k,q0. Therefore, (3.22) implies

    fh(ti+1)˙Hkq(T3×R3)fh(ti)˙Hkq(T3×R3)Ckti+1tifh(s)2˙Hkq(T3×R3)dt,i odd. (3.23)

    If t belongs to D, differentiating (3.1) by α gives

    αtfh=2α+α=αQ(α(M+fh),αf)+2α+α=αQ(αfh,αM).

    Note that αM=0 whenever α contains any differentation in x.

    The energy estimate takes the form

    12ddtT3×R3v2q|αfh|2dvdx=2α+α=αT3×R3v2qQ(α(M+fh),αfh)αfhdvdx+2α+α=αT3×R3v2qQ(αfh,αM)αfhdvdx. (3.24)

    Starting with the last sum on the right, we apply the commutator estimate Lemma 2.12 and the trilinear estimate Proposition 2.10 to each term:

    R3v2qQ(αfh,αM)αfhdvv2qQ(αfh,αM)Q(αfh,v2qαM)L2γ+/2αfhL2γ+/2+R3Q(αfh,v2qαM)αfhdvαfhL1γ+2s+2v2qαMNs,γ(αfhL2γ+/2+αfhNs,γ).

    For the first factor on the right, we use the fact that L1γ+2s+2L2q for q sufficiently large. The middle factor is bounded by some constant depending on k and q. For the term αfhNs,γ, we apply Lemma 3.12. We finally have

    R3v2qQ(αfh,αM)αfhdvαfhL2q(vqαfh˙Ns,γ+αfhL2q+(γ+2s2)/2)Ck,qc1q(αfh2(L2q)v+αfh2(L2q)v)+cq4kvqαfh2˙Ns,γ,

    by Young's inequality, where we choose cq>0 to match the constant from Lemma 3.11. Integrating in x and summing over α, we find

    α+α=αT3×R3v2qQ(αfh,αM)αfhdvCk,qfh2(Hkq)x,v+cq4vqαfh2L2x˙Nγ,sv. (3.25)

    In the first sum on the right in (3.24), consider first the case where all derivatives fall on fh, i.e., α=(0,0,0,0,0,0). This case gives us a coercive negative term. From Lemma 3.11, followed by Corollary 2.11,

    R3Q(M+fh,αfh)v2qαfhdvcq(R3×R3|vq(αfh)vqαfh|2KM+fhdvdv)+R3(aqbqvγ+)v2q(αfh)2dvcqvqαfh2˙Ns,γ+aqαfh2L2q. (3.26)

    Note that we could apply Corollary 2.11 because M+fh satisfies the inequalities (2.3) by Lemma 2.3.

    Returning to the first sum on the right in (3.24), when |α|0, the commutator estimate Lemma 2.12 and the trilinear estimate Proposition 2.10 give

    R3v2qQ(α(M+fh),αfh)αfhdvv2qQ(α(M+fh),αfh)Q(α(M+fh),v2qαfh)L2γ+αfhL2γ++R3Q(α(M+fh),v2qαfh)αfhdvα(M+fh)L1γ+2s+2v2qαfhNs,γ(αfhL2γ+/2+αfhNs,γ).

    Using Ns,γ˙Ns,γ+L2(γ+2s)/2  and Lemma 3.12, this implies

    (3.27)

    Note that the largest v moments have been paired with the lower-order derivative αfh. The expression (3.27) will be estimated differently depending on how the derivatives fall. The analysis differs between the base case and the inductive step.

    Base case: Let k=4. In the middle factor on the right in (3.27), we apply the inequality

    hNs,γhHs(γ+2s)/2, (3.28)

    (see [10,Eq (13)]). The right side of (3.27) is therefore bounded by a constant times

    Iα:=αfhL2qv2qαfhHs(γ+2s)/2(αfhL2q+vqαfh˙Ns,γ),

    Let j=|α|. The case j=4 has been considered above in (3.26). We begin with the case where 2j3, so that 1|α|2. Integrating Iα in x, applying Hölder's inequality, and using Sobolev embedding in x in the first factor (note that the x domain T3 is compact), we have

    T3IαdxD2xαfhL2x(L2q)vv2qαfhL2xHs(γ+2s)/2(αfh(L2q)x,v+vqαfhL2x˙Ns,γv).

    For the middle factor in this right-hand side, we apply the interpolation Lemma 2.13:

    v2qαfhL2xHs(γ+2s)/2fh(j+s)/4H4x,vvmfh(4js)/4L2x,v,

    for some m>0. The last factor vmfhL2x,v is uniformly bounded, by our Lq bounds on fh. We now have

    T3IαdxCqD2xαfh(L2q)x,vfh(j+s)/4H4x,v(αfh(L2q)x,v+vqαfhL2x˙Ns,γv)fh(7+s)/4(H4q)x,v(αfh(L2q)x,v+vqαfhL2x˙Ns,γv)fh(11+s)/4(H4q)x,v+fh(7+s)/4(H4q)x,vvqαfhL2x˙Ns,γvCqc1qfh2(7+s)/4(H4q)x,v+cq4(42)vqαfh2L2x˙Ns,γv. (3.29)

    On the other hand, if 0j1, then |α|3, and we apply Hölder's inequality differently:

    T3Iαdxαfh(L2q)x,vv2qαfhLxNs,γv(αfh(L2q)x,v+vqαfhL2x˙Ns,γv).

    For the middle factor in this expression, we apply Sobolev embedding plus Lemma 2.13:

    v2qαfhLxHs(γ+2s)/2v2qαfhH2xHs(γ+2s)/2fh(2+s)/4H4x,vfh(2s)/4(L2m)x,v.

    We then have

    T3IαdxCqαfh(L2q)x,vfh(2+s)/4H4x,v(αfh(L2q)x,v+vqαfhL2x˙Ns,γv)fh(10+s)/4(H4q)x,v+fh(6+s)/4(H4q)x,vvqαfhL2x˙Ns,γvCqc1qfh2(6+s)/4(H4q)x,v+cq4(42)vqαfh2L2x˙Ns,γ. (3.30)

    We sum over α in (3.24) and obtain, using (3.29), (3.30), (3.25), and (3.26),

    (3.31)

    for some p>0 depending only on s. Taking q sufficiently large and summing over α, we have

    12ddtfh2(H4q)x,vCqfhp(H4q)x,vcq4|α|=4vqαfh2L2x˙Ns,γv,tD. (3.32)

    Let T1 be the maximal time of existence of the ODE 12y(t)=Cqyp/2(t) with y(0)=f0H4q(T3×R3). For tT1, integrate (3.32) from ti to ti+1 for every i even such that ti+1t, and combine with the k=4 case of (3.23) to obtain

    fh(t)2H4q(T3×R3)f02H4q(T3×R3)+t0Cqfh(s)pH4q(T3×R3)ds. (3.33)

    Grönwall's lemma implies that fh(t)H4q(T3×R3) is finite up to T1, for q>0 sufficiently large. More precisely, we fix a q0>0 sufficiently large, and find a time T1>0 based on estimate (3.33) in the case q=q0. This time depends on the norm of f0 in H4q0 and in Lq1 for some q1 sufficiently large depending on q0. This establishes the first statement of the lemma.

    If we estimate H4q norms of fh with q>q0 using the above strategy, the resulting time interval on which fh(t)H4q is finite may depend on the value of q. To get around this issue, for each q>0 we interpolate between H4 and Lm, for m>q, to obtain a bound for fh in H3q. This third-order estimate depends only on f0Lm, and on the above bound on fhH4, which is uniform on [0,T1]. In particular, we have upper bounds for fh in H3q that hold true on a time interval independent of q:

    fh(t)H3q(T3×R3)C3,q,t[0,T1],q>0. (3.34)

    Furthermore, for |α|3 and q>0, the estimate (3.28) implies

    vqαfhL2t,x([0,T1]×T3,Ns,γv)vqαfhLtL2x([0,T1]×T3,Hs(γ+2s)/2),

    so by interpolation (Lemma 2.13) and our uniform bound for fh(t) in H4x,v, we have

    |α|3vqαfh(t)L2t,x([0,T1]×T3,Ns,γv)C3,q,q>0. (3.35)

    Note that this is the undotted Ns,γv norm. We take (3.34) and (3.35) as the base case of our induction.

    Inductive step: For some k4, assume that for all q>0 and with T1>0 the same time given in (3.34) and (3.35),

    fh(t)Hk1q(T3×R3)Ck,q,t[0,T1], (3.36)

    and that

    Fk1,q(t)L2([0,T1]):=|α|k1vqαfh(t)L2xNs,γv1D(t)L2([0,T1])Ck,q. (3.37)

    Note that the upper bounds may depend on k and q, and also on Lm norms of f0, where m>0 is sufficiently large depending on q. However, the time interval [0,T1] is always the same for any k4 and q>0.

    As above, we let αN3+3 have total order k, differentiate the equation for fh by α, and integrate against αfh. If tT, the estimate (3.22) applies. If tD, we arrive at the expression (3.24) as above, and in light of (3.25) and (3.26), it only remains to estimate the terms

    T3×R3v2qQ(α(M+fh),αfh)αfhdvdx,

    with |α|0. The analysis is similar to the base case, except that we use our estimates in Ns,γv norms from the inductive hypothesis to obtain a smaller exponent in the final upper bound for ddtfhHkq.

    We arrive at (3.27) as above. If 2|α|k1, we apply Hölder's inequality and Sobolev embedding as follows:

    T3×R3v2qQ(α(M+fh),αfh)αfhdvdxCk,qαfhLx(L2q)vv2qαfhL2xNs,γv(αfh(L2q)x,v+vqαfhL2x˙Ns,γv)Ck,qc10fh2(Hkq)x,vF2k1,2q(t)+c04k2vqαfh2L2x˙Ns,γv, (3.38)

    where F_{k-1, 2q}(t) is defined in (3.37).

    If 0\leq |\alpha''|\leq 1 , we have

    \begin{equation*} \begin{split} \iint_{ \mathbb T^3\times \mathbb R^3}& \langle v \rangle^{2q} Q( \partial^{\alpha'} (M+f^h), \partial^{\alpha''} f^h) \partial^\alpha f^h \; \mathrm{d} v \; \mathrm{d} x\\ &\leq C_{k,q} \|\partial_x^{\alpha'} f^h\|_{(L^2_q)_{x,v}} \| \langle v \rangle^{2q}\partial^{\alpha''} f^h\|_{H^2_x N^{s,\gamma}_v} \left(\| \partial^\alpha f^h\|_{(L^2_{q})_{x,v}}+ \| \langle v \rangle^q \partial^\alpha f^h\|_{L^2_x\dot N^{s,\gamma}_v}\right) \end{split} \end{equation*}

    For the middle factor on the right, since |\alpha''| + 2 \leq 3\leq k-1 , and \|h\|_{H^2_x N^{s, \gamma}_v} \lesssim \|h + |\nabla_x h| + |D_x^2h| \|_{L^2_x N^{s, \gamma}_v} (which follows from the fact that N^{s, \gamma} is a norm in the v variable only) we can also bound this norm with F_{k-1, 2q}(t) . This leaves us with

    \begin{equation} \begin{split} \iint_{ \mathbb T^3\times \mathbb R^3} \langle v \rangle^{2q} &Q( \partial^{\alpha'} (M+f^h), \partial^{\alpha''} f^h) \partial^\alpha f^h \; \mathrm{d} v \; \mathrm{d} x \\ &\leq C_{k,q} \|f^h\|_{(H^k_q)_{x,v}} F_{k-1,2q}(t) \left(\| \partial^\alpha f^h\|_{(L^2_{q})_{x,v}}+ \| \langle v \rangle^q\partial^\alpha f^h\|_{L^2_x\dot N^{s,\gamma}_v}\right)\\ &\leq C_{k,q} c_q^{-1} \|f^h\|_{(H^k_q)_{x,v}}^2 F_{k-1,2q}^2(t) + \frac {c_q}{4k^2} \| \langle v \rangle^q \partial^\alpha f^h\|_{L^2_x \dot N^{s,\gamma}}^2. \end{split} \end{equation} (3.39)

    Summing over \alpha' in (3.38) and (3.39), and adding (3.25) and (3.26) gives

    \begin{equation} \frac 1 2 \frac d {dt} \|f^h\|_{(H^k_q)_{x,v}}^2 \leq C_{k,q} \|f^h\|_{(H^k_q)_{x,v}}^2 F_{k-1,2q}^2(t) - \frac {c_q} 4 \sum\limits_{|\alpha| = k} \| \langle v \rangle^q \partial^\alpha f^h\|_{L^2_x \dot N^{s,\gamma}_v}^2, \quad t\in \mathcal D. \end{equation} (3.40)

    Combining with (3.22) and proceeding as in the derivation of (3.33), we conclude

    \begin{equation*} \|f^h(t)\|_{H^k_q( \mathbb T^3\times \mathbb R^3)}^2 \leq \|f_0\|_{H^k_q( \mathbb T^3\times \mathbb R^3)}^2 + \int_0^t C_{k,q}F_{k-1,2q}^2(s)\|f^h(s)\|_{H^k_q( \mathbb T^3\times \mathbb R^3)}^2 \; \mathrm{d} s, \quad t\in [0,T_1]. \end{equation*}

    Our inductive hypothesis (3.37) ensures that F_{k-1, 2q}^2 is integrable on [0, T_1] , so Grönwall's lemma implies \|f^h\|_{H^k(\mathbb T^3\times \mathbb R^3)}\leq \|f_0\|_{H^k(\mathbb T^3\times \mathbb R^3)} \exp\left(C_{k, q}\int_0^t F_{k-1, 2q}^2(s) \; \mathrm{d} s\right) for all t\in [0, T_1] , as desired. Estimate (3.40) also provides an upper bound on \sum_{|\alpha| = k} \| \langle v \rangle^q \partial^\alpha f^h(t) \mathbb 1_{\mathcal D}(t)\|_{L^2_{t, x} \dot N^{s, \gamma}_v}^2 that allows us to close the induction.

    Let us start by analyzing the limit h \to 0 when the initial data f_0 is in the Schwartz space. In that case, from Lemma 3.13, we know that there exists a time T_1 > 0 , depending on the norms \|f_0\|_{H^4_q} and \|f_0\|_{L^\infty_q} for some q \in \mathbb N , so that f^h(t, \cdot, \cdot) is uniformly smooth and rapidly decaying for any t \in [0, T_1] .

    We claim that we can extract a subsequence of f^h that converges uniformly over every compact subset of [0, T_1] \times \mathbb T^3 \times \mathbb R^3 . The functions f^h are uniformly smooth in x and v , but they have jump discontinuities with respect to time at the t_i with i odd (see (3.2)). These jump discontinuities, however, become negligible as h \to 0 so that we can apply the Arzela-Ascoli theorem anyway. Indeed, let us consider 0 < \tau_1 < \tau_2 < T_1 . We see that for any x, v \in \mathbb T^3 \times \mathbb R^3

    \begin{align*} f^h(\tau_2,x,v) - f^h(\tau_1,x,v) & = \int_{[\tau_1,\tau_2] \cap \mathcal D} 2Q(M+f^h,M+f^h) \; \mathrm{d} t + \int_{[\tau_1,\tau_2] \cap \mathcal T} -2v \cdot \nabla_x f^h \; \mathrm{d} t \\ &+ \sum\limits_{\substack{t_i \in [\tau_1,\tau_2],\\ \text{$i$ odd}}} \left[ \chi_h \ast f^h(t_i-,x,v) - f^h(t_i-,x,v)\right]. \end{align*}

    Since f^h is uniformly smooth in x and v , we see that Q(M+f^h, M+f^h) and v \cdot \nabla_x f^h are uniformly bounded on compact sets. (In particular, the boundedness of the collision term follows from Corollary 2.8 and Lemma 2.5.) Therefore, the two integral terms are bounded by \lesssim \tau_2-\tau_1 . Moreover, a standard calculation using evenness of \chi_h shows |\chi_h \ast f^h(t_i-, x, v) - f^h(t_i-, x, v)| \leq h^2 \|D_x^2 f^h\|_{L^\infty} . Taking into account that there are at most (\tau_2 - \tau_1)/(2h) + 1 points t_i with i odd inside [\tau_1, \tau_2] , the summation term is bounded by \lesssim h(\tau_2 - \tau_1) + h^2 , resulting in

    |f^h(\tau_2,x,v) - f^h(\tau_1,x,v)| \leq C\left( (1+h)|\tau_1-\tau_2| + h^2 \right).

    We get a Lipchitz modulus of continuity in time, with a correction term \lesssim h^2 \to 0 as h \to 0 . This is enough to apply Arzela-Ascoli and get that f^h converges uniformly on every compact set to some Lipchitz (in t ) function f as h \to 0 after extracting a subsequence.

    For every value of t \in [0, T_1] , we have that f^h(t, \cdot, \cdot) is uniformly smooth, uniformly decaying, and converges uniformly over compact sets to f(t, \cdot, \cdot) . Therefore, we can upgrade this convergence to convergence in the Schwartz space f^h(t, \cdot, \cdot) \to f(t, \cdot, \cdot) in \mathcal S , for every t \in [0, T_1] . Moreover, f is smooth with respect to x and v and rapidly decaying as |v| \to \infty .

    In order to verify that f : [0, T_1] \times \mathbb T^3 \times \mathbb R^3 \to \mathbb R is a solution of (1.3), we write the equation in the weak sense and pass to the limit. Indeed, for any h > 0 and any smooth test function \varphi = \varphi(t, x, v) with compact support in (0, T_1)\times \mathbb T^3\times \mathbb R^3 , let a, b\in (0, T_1) be such that \text{supp} \varphi \subset [a, b]\times \mathbb T^3\times \mathbb R^3 , and write

    \begin{align*} 0 & = \iiint_{[0,T_1] \times \mathbb T^d \times \mathbb R^d}\left[ -f^h \partial_t \varphi - 2 \mathbb 1_{t \in \mathcal T} f^h v\cdot \nabla_x \varphi - 2 \mathbb 1_{t \in \mathcal D} Q(M+f^h,M+f^h) \varphi \right] \; \mathrm{d} v \; \mathrm{d} x \; \mathrm{d} t \\ &+ \sum\limits_{\substack{t_i \in [a,b]\\ \text{$i$ odd}}} \iint_{ \mathbb T^3 \times \mathbb R^3} [\chi_h \ast f^h(t_i-,x,v) - f^h(t_i-,x,v)] \varphi(t_i,x,v) \; \mathrm{d} v \; \mathrm{d} x\\ & \to \iiint_{[0,T_1] \times \mathbb T^3 \times \mathbb R^3}\left[ -f \partial_t \varphi - f v\cdot \nabla_x \varphi - Q(M+f,M+f) \varphi \right] \; \mathrm{d} v \; \mathrm{d} x \; \mathrm{d} t, \end{align*}

    as h\to 0 , where the collision term converges by the convergence of f^h\to f in C^m([a, b]\times \mathbb T^3\times \mathbb R^3) . (This follows, for example, from Corollary 2.8 or Lemma 3.10.) The second term converges to zero by our earlier estimate |\chi_h \ast f^h(t_i-, x, v) - f^h(t_i-, x, v)| \leq h^2 \|D_x^2 f^h\|_{L^\infty} .

    We have constructed a function f: [0, T_1] \times \mathbb T^3 \times \mathbb R^3 \to \mathbb R , continuous in all variables, C^\infty smooth in x and v , and rapidly decaying as |v| \to \infty , and solving (1.3) in the sense of distributions. By a standard argument, the distributional formulation and continuity in t imply f is differentiable in time, and is therefore a pointwise solution to (1.3). Differentiating the equation in t arbitrarily many times, we deduce that f is C^\infty smooth in all variables.

    We would want to extend this solution for a longer interval of time if possible. We set f(T_1, \cdot, \cdot) as the initial condition and repeat the same construction. We extend the function f to an interval of time [0, T_2] with T_2-T_1 depending on the norms \|f(T_1, \cdot, \cdot)\|_{H^4} and \|f(T_1, \cdot, \cdot)\|_{L^\infty_m} for m \in \mathbb N . However, according to Theorem 2.2, all these norms will be bounded for as long as (2.3) holds. Moreover, from Lemma 2.3, we see that it is sufficient to ensure the upper bounds |f| \leq \langle v \rangle^{-q}/2 . Finally, from Lemma 3.10, the function f can be extended to an interval of time [0, T] provided only that \delta e^{C_1 T} \leq 1/2 .

    Rough initial data: In the general case, f_0 is only bounded and measurable, with decay |f_0(x, v)|\leq \delta \langle v \rangle^{-q} . Let us approximate f_0 with a sequence f^k_0 of smooth functions with rapid decay as |v| \to \infty (for example by truncation and mollification). For each initial data f_0^k , we have a corresponding smooth solution f^k: [0, T] \times \mathbb T^3 \times \mathbb R^3 \to \mathbb R . Note that the value of T here is fixed along the sequence, as well as the upper bound |f^k(t, x, v)| \leq \varepsilon \langle v \rangle^{-q_0} , since both depend only on the inequality |f_0(x, v)|\leq \delta \langle v \rangle^{-q} .

    If \gamma > 0 , we also have uniform-in- k regularity and decay estimates for every f^k in [\tau, T] \times \mathbb T^3 \times \mathbb R^3 , given by the application of Theorem 2.2 to M+f^k . Thus, by Arzela-Ascoli, some subsequence of f^k converges in (C^m\cap L^\infty_q)([\tau, T] \times \mathbb T^3 \times \mathbb R^3) , for every m, q \in \mathbb N and every \tau\in (0, T) . The limit function f is therefore smooth in (0, T] \times \mathbb T^3 \times \mathbb R^3 and satisfies the inequalities (2.4) stated in Theorem 2.2.

    If \gamma \leq 0 , we have the same regularity and decay estimates for f^k , from Theorem 2.2, but the estimates are only uniform in k up to some level determined by q (the decay exponent of the initial data). Applying Arzela-Ascoli and passing to the limit as in the previous paragraph, the limit function f lies in (C^m\cap L^\infty_q)([\tau, T]\times \mathbb T^3\times \mathbb R^3) for all \tau \in (0, T) and for some m that can be made as large as desired by choosing q large enough.

    Now, let \varphi(t, x, v) be a smooth test function with compact support in [0, T)\times \mathbb T^3\times \mathbb R^3 . For every k ,

    (3.41)

    We want to pass to the limit as k \to \infty on both sides of (3.41). The left hand side is immediate: since f_0^k \to f_0 in L^1_{loc} , the left-hand side of (3.41) converges to \iint f_0(x, v) \varphi(0, x, v) \; \mathrm{d} x \; \mathrm{d} v .

    For any given t > 0 , we have that f^k(t, \cdot, \cdot) \to f(t, \cdot, \cdot) in (C^m\cap L^\infty_q) (\mathbb T^3 \times \mathbb R^3) , for every m, q \in \mathbb N . As in the previous subsection, this implies the convergence of the collision term, and we have

    \begin{equation} \begin{aligned} \iint_{ \mathbb T^3\times \mathbb R^3} &\left[ f^k(t,x,v) (\partial_t + v\cdot \nabla_x )\varphi + \varphi Q(M+f^k(t,x,v),M+f^k(t,x,v)) \right] \; \mathrm{d} v \; \mathrm{d} x \\ &\to \iint_{ \mathbb T^3\times \mathbb R^3} \left[ f(t,x,v) (\partial_t + v\cdot \nabla_x )\varphi + \varphi Q(M+f(t,x,v),M+f(t,x,v)) \right] \; \mathrm{d} v \; \mathrm{d} x. \end{aligned} \end{equation} (3.42)

    Since the functions f^k are bounded in L^\infty_q uniformly in k , Lemma 2.1 gives us an upper bound that lets us apply the Dominated Convergence Theorem to integrate (3.42) in t . Thus, we pass to the limit on both sides of (3.41) and conclude

    \begin{equation*} \begin{split} \iint_{ \mathbb T^3\times \mathbb R^3} f_0(x,v) \varphi(0,x,v) \; \mathrm{d} x \; \mathrm{d} v = \iiint_{[0,T]\times \mathbb T^3\times \mathbb R^3} \left[ f(\partial_t + v\cdot \nabla_x )\varphi + \varphi Q(M+f,M+f) \right] \; \mathrm{d} v \; \mathrm{d} x \; \mathrm{d} t. \end{split} \end{equation*}

    This is the weak form of the Eq (1.3) with initial data f_0 , as described in Section 2.1. Here f is C^\infty for positive times if \gamma > 0 , and C^m for positive times if \gamma \leq 0 , where m depends on q , the decay rate of the initial data. In either case, f is a classical solution.

    Proof of Theorem 1.1. First, using Proposition 3.1, choose q > 0 large enough and \delta_1 > 0 small enough so that \|\langle v \rangle^q f_0\|_{L^\infty(\mathbb T^3 \times \mathbb R^3)} < \delta_1 implies the existence of a solution f at least up to time 1 , with initial data f_0 and \|\langle v \rangle^q f(t, \cdot, \cdot)\|_{L^\infty} < \varepsilon_0 for t\in [0, 1] .

    If the conclusion of the theorem is false, there is a first time t_0 > 1 where the conclusion fails, i.e.,

    \begin{equation} \|\langle v \rangle^q f(t_0,\cdot,\cdot) \|_{L^\infty( \mathbb T^3 \times \mathbb R^3)} = \varepsilon_0. \end{equation} (4.1)

    We claim the time t_0 is bounded above, independently of f_0 . Indeed, since \|\langle v \rangle^q f(t, \cdot, \cdot)\|_{L^\infty} \leq \varepsilon_0 on [0, t_0] , the function M+f satisfies the hydrodynamic bounds (2.3) by Lemma 2.3. Theorem 2.2 therefore implies f is C^\infty in (t, x, v) and decays faster than any polynomial in v , with estimates in H^k_q(\mathbb T^3\times \mathbb R^3) that are uniform for t\in [1, t_0] . By [15], the bounds (2.3) also imply M+f is uniformly bounded below by a Maxwellian K_0 e^{-A_0|v|^2} in [1, t_0]\times \mathbb T^3\times \mathbb R^3 , where K_0 and A_0 depend only on the constants in (2.3). These facts allow us to apply Theorem 2.4 to M+f . With the choice p = 1 , this gives

    \| \langle v \rangle^q f(t_0,\cdot,\cdot)\|_{L^\infty( \mathbb T^3\times \mathbb R^3)} \leq C_1 t_0^{-1},

    where C_1 depends only on \gamma , s , and the constants in (2.3). This is a contradiction with (4.1) if t_0 > C_1/ \varepsilon_0 .

    Next, we apply Proposition 3.1 again, with T = C_1/ \varepsilon_0 + 1 , to obtain a \delta_2 > 0 such that if \|\langle v \rangle^q f_0 \| < \delta_2 , the corresponding solution f exists up to time T with |f| < \varepsilon_0 \langle v \rangle^{-q} . Take \varepsilon_1 = \min\{\delta_1, \delta_2\} . We have ruled out t_0 > T-1 and t_0 < T , so a crossing as in (4.1) cannot occur.

    We have shown |f(t, x, v)| < \varepsilon_0 \langle v \rangle^{-q} everywhere, which also implies the hydrodynamic bounds (2.3) never degenerate. Combined with the short-time existence result Proposition 3.1, this implies f is a global solution on [0, \infty)\times \mathbb T^3\times \mathbb R^3 .

    Proof of Theorem 1.2. The proof of Theorem 1.2 follows the same lines as the proof of Theorem 1.1. The only difference is that the conditional regularity result of Theorem 2.2 depends on the upper bounds N_q on the initial data, for q \in \mathbb N . Thus, we have the same condition on f_0 in the statement of Theorem 1.2.

    Luis Silvestre is supported by NSF grants 2054888 and 1764285. Stanley Snelson is supported by a Collaboration Grant from the Simons Foundation.

    The authors declare no conflict of interest.



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