We derive the dynamic boundary condition for the heat equation as a limit of boundary layer problems. We study convergence of their weak and strong solutions as the width of the layer tends to zero. We also discuss Γ-convergence of the functionals generating these flows. Our analysis of strong solutions depends on a new version of the Reilly identity.
We consider a singular limit problem of a simple heat equation with conductivity coefficient
in an N-dimensional domain Ω, which is often called a concentrating capacity problem. Namely, the heat capacity is very high in an ε-neighborhood of the boundary. Here is its form
where and . The symbol denotes the characteristic function of a set K and stands for the distance of x to the boundary of Ω, i.e., . The conductivity coefficient can be degenerate at . A typical choice of is of the form
We consider a limit of solutions to (1.1) as ε tends to zero under proper boundary conditions and initial data. In order to make our presentation clear and to avoid non essential technical difficulties we consider Ω as a flat cylinder of the form
where is a flat torus. However, we are convinced that with a technical effort the results of this paper could be extended to domains with smooth curved boundary.
It turns out the singular limit u of as depends on the value
which is assumed to exist. If , then we perform the limit passage under suitable assumptions on initial data of . We show that the singular limit u solves the heat equation with dynamic boundary condition
Here, γ denotes the trace operator and ν denotes the outer unit normal to Ω. If , the limit u must solve the homogeneous Dirichlet problem for the heat equation. In the case , the limit u must solve the corresponding homogeneous Neumann problem.
This type of result has been already established by Colli and Rodrigues [2] for zero initial data but for a non-zero force term. Although they consider general elliptic operator for the diffusion term, their assumption does not allow the degeneracy of at . In other words our in (1.3) is excluded. The results of Colli and Rodrigues were extended to reaction-diffusion problems in [6].
Recently, results very close in spirit to ours were presented in [5]. The authors study there the problem of shrinking the thickness of the pipe, through which a heat conducting fluid flows.
In order to derive our convergence results, we will exploit the fact that both flows (1.5) and (1.1) are gradient flows. Our goal is to look at this problem from two different angles. We first consider weak solutions. Namely, we mean in while is in . In this setting, the initial data of is allowed to be for the existence result. Since the trace is not well defined for -functions, we introduce an averaging operator acting over the ε-neighborhood of to find a class of well prepared initial data. More specifically, we say that the family is well prepared if there exists such that
For such initial data , we prove that the corresponding weak solutions to (1.1) converge weakly to a weak solution of (1.5). This is stated in Theorem 3.1, when . We regard (1.1) as a gradient flow with but the a priori estimate provided by taking inner product of this equation with is sufficient for the limit passage. There is no need to address the convergence of the corresponding variational functionals like , but we will do this for the sake of completeness of analysis. Interestingly, we can simultaneously consider regular problem (when ) and degenerate ones, provided that vanish in a controllable manner at the boundary, see (2.5).
Our convergence result, see Theorem 3.1, holds for natural boundary conditions (we do not discuss their meaning here), when . We separately treat the easier case of leading to the homogeneous Neumann conditions in the limit or yielding the homogeneous Dirichlet conditions for u, which are well-understood for weak solutions. We stress that these results are based on the analysis of behavior of averages of solutions of (1.1) over the boundary layer.
We now turn our discussion to strong solutions of (1.1), denoted by u. By definition they are in while . Although we eventually show in Theorem 5.1 the convergence of solutions of equation (1.1) to (1.5) for all in case of well-prepared data (in a stronger topology), there are two main differences from Theorem 3.1. The first problem is the necessity to study the behavior of the traces and their convergence, when is degenerate. In fact we consider only the case of given by (1.3).
For this purpose, we have to control derivatives of belonging locally to . The need to estimate the second derivatives in terms of leads us to consider the Reilly-type identity, which is the content of Theorem 4.1.
The second problem is that one has to study the Γ-convergence of functionals . The peculiarity of our problem is that (1.1) is the gradient flow of with respect to the inner product, which changes with ε,
where is given in (1.2). This inner product defines a very useful Hilbert space, , namely,
This space changing with ε is a reason why the usual notion of Γ-convergence yields incorrect results. We have to use the Γ-convergence with respect to an immersion . This permits us to deal with the situation, when the limiting space is bigger then the base space of , see Definition 5.1 and Lemma 5.8. The modified Γ-convergence is used to identify properties of the limit of solution. At the same time the convergence was enforced with the help of the Energy-Dissipation-Balance originally due to de Giorgi with further more recent extensions by Sandier and Serfaty [9], Serfaty [11] or Mielke [7].
Let us comment on the Reilly-type identity we derive in Section 4. Originally the geometric context was essential. Here, it is not the case. To some extent, our derivation of this identity is similar to the singularity analysis of solution to the Laplace equations in polygonal domains, see e.g. [4, Theorem 2.2.1]. We believe that the derivation of Reilly-type identity is of independent interest. That is why a whole section of this paper is devoted solely to this topic. We expect that this result could be generalized to any region with the -boundary.
We are interested in deriving the dynamic boundary conditions (1.52) for the heat equation. This is closely related to the topic studied by Savaré-Visintin, see [10]. They suggested blowing up the boundary in the spirit of the Gamma-limit of variational functionals. They had in mind the transition problem as the origin for the limit process. The authors in [10] studied the anisotropic elliptic problem, where the direction perpendicular to the transmission surface dominates.
The paper [10] is quite different from ours, because when a small parameter goes to zero, then the ellipticity matrix becomes large in the direction perpendicular to the surface dividing the given region into two with different properties, what is origin of the transmission. Subsequently, the limit passage is performed. Another passage studied in that paper is the case when one of the regions tends to a manifold and in the limit we obtain a second order parabolic eq. coupled to another parabolic problem in .
The setting and the results presented by Colli and Rodrigues [2] are much closer to ours. Our heat equation is a special case of their transmission problem. Colli and Rodrigues obtain a range of similar results depending on the value of the parameter, which we call κ. The main difference is that our problems degenerate at the boundary, while this is not the case in [2].
In a recent paper, [5], Ljulj et al. consider a heat conducting fluid in a pipe of finite thickness. Depending on the properties of the pipe the authors obtain a number of boundary conditions for the heat equation in the fluid, when the thickness of the wall goes to zero. The analysis of [5] is based on the multiple scale convergence. In this case the thin wall is blown to a fixed region.
At last we should comment on the boundary conditions. In case of the strong solutions and given by (1.3), there is no need to complement (1.1) with boundary data. It turns out that the regularity makes them implicit. More precisely, we prove in Lemma 4.1 that if is finite and is in , then the trace exists and it vanishes as an -function.
We cannot claim that much for weak solutions for the lack of necessary regularity. In case of degenerating weights we formally impose the natural boundary conditions,
However, they should be understood as a justification for the lack of boundary integrals in the definition of weak solutions, see Definition 3.1.
Here is the plan of our paper. Since we deal a lot with averages over the boundary layer and the relationship between them and the traces we devote Section 2 to these topics. In Section 3 we establish the convergence of weak solutions for all the cases . We derive the Reilly-type identity in Section 4. Section 5 is devoted to convergence of strong solutions that exploits the energy-dissipation balance and the Reilly identity. In this section we consider only the regular case . The singular cases, , where does not need the Reilly identity, are considered in the last Section 6.
Preliminaries: Facts on traces and averages
In this section we gather facts on traces for both types of solutions, which we consider here. The weight , which creates the boundary layer, leads us to consider averages over . The following average, defined for each , plays the crucial role in our considerations. Namely, we set , by formula
where .
We also discuss traces at a distance ε from the boundary. For this purpose we use the trace operator , where we identify with . We notice that for , we have .
We have to specify the energy functionals. Namely, for , we define
A critical point in this definition is the choice of . We always assume that
We consider depending only on the distance from x to the boundary of ,
where denotes the distance of x from the boundary , i.e., ; here we abuse notation using to represent also a function of d.
To establish our results, we will also require a non-degeneracy condition, which we state as follows,
where or . In order to simplify the notation, we will assume that .
In particular, we may choose . This possibility will be considered only for weak solutions. In general we have to know how fast goes to zero, when the argument approaches the boundary, i.e. we need (2.5).
Our statements on traces depend on the notion of a solution we consider. When we discuss the strong solutions we expect the following bound on the data,
On the other hand, for weak solutions we would rather expect
As we shall see in Theorem 3.1, estimate (2.7) will imply an integrated in time version of (2.6) see (3.19). It turns out that this is sufficient.
After these preliminary definitions, we make our first observation.
Let us suppose that,, andThen,
there is a subsequence (without relabeling), which converges whento u weakly inand weakly infor all. Moreover,
If u is a weak limit ofin the sense described in (0) above, thenwhereis defined above and the limit is taken in the-norm.
then there is another subsequence (not relabelled) converging to u weakly infor all fixed. The limit is inand
In part (2), we can take any other partial derivative , .
Step (a). The existence of a subsequence convergent in is automatic. The existence of a further subsequence convergent in follows from the diagonal process. The regularity of the limit is obvious. Details are left out.
Step (b). The boundary of Ω has two diffeomorphic components. It is sufficient to consider one of them and we choose . Now, we may introduce a family of functions defined by , where is a cut-off function, such that and .
Now, the family is weakly convergent in to v, on and . Then, the family is uniformly bounded in for . Since the trace is bounded, we deduce from the Sobolev embedding theorem that the family is precompact in . So, possibly after extracting another subsequence, we conclude that converges in to some w.
Step (c) We first show that converges weakly to . More precisely, for any , we have
Indeed, let us fix . Since , we will consider only those for which
Then, for any , we have
Our assumption on the uniform boundedness of energies and the Cauchy–Schwarz inequality imply that
after restricting δ one more time. By the same token, estimate (2.8) yields . Finally, since converges weakly to v locally in , so in particular in , we deduce that goes to zero as .
Step (d) Since , the formula
shows that weak convergence of implies that converges weakly to . Combining this with Step (b) yields .
Step (e) Under the boundedness assumption of Lemma 2.1(2), we invoke the Reilly-type identity, Theorem 4.1, to deduce that for all we have
Hence, if we take into account the previous steps we deduce that
where does not depend on δ. Our claim follows, in particular .
Step (f) We will simultaneously show (1) and (2). For this purpose we use steps (b) and (d). We set
where η is a cut-off function with the support in and equal to one on . Then satisfies conditions assumed in step (b). Hence, step (d) yields (1) and (2). □
In case of weak solutions we want to replace uniform boundednes of energies with boundedness of the time integral of energies. However, this relaxed assumption gives us only the weak convergence of traces.
Let us suppose that there existandsuch thatThen,
there existand a subsequence (without relabeling),, which converges whento u weakly infor all. Moreover,
If u is this weak limit of, then
whereis defined above and the limit is in the weak-topology.
Step (a). We proceed as in the previous lemma to show (0).
Step (b). Similarly to the previous lemma, we consider just one component of , we choose . We show that converges weakly to in . More precisely, we have
Indeed, let us fix . We will consider only those for which
Then, for any and we have
Our assumption on the uniform boundedness of energies and the Cauchy–Schwarz inequality imply that
after restricting δ one more time. By the same token, estimate (2.9) yields . Finally, since converges weakly to v in , for all , we deduce that goes to zero when .
Step (d) Since , the formula
shows that the weak convergence of implies that converges weakly to in . □
We have just shown that traces converge to . However, we will rather deal with averages, defined in (2.1) not . At the same time we may choose a convenient topology. We also notice that our result depends on the coefficient . Our main observation is the following,
Part (a). Since the components of the boundary of Ω are diffeomorphic, we present the argument only for .
We shall estimate
Next, we apply twice the Cauchy–Schwarz inequality to obtain,
Since we take in (2.5), we obtain
Computations for part (b) follow the same lines,
Our claim follows. □
A simple choice of is given by
Then, convergence (2.5) holds whenever and .
Of course, we may state an integrated in time version of this Lemma with a weaker convergence in the conclusion. Since we integrate the pointwise estimates, the proof is the same.
Let us suppose that there existsuch that(a) If we takein (
2.5
), then(b) If we takein (
2.5
), then
Weak solutions
The average operator defined in (2.1) will play the major role in this section. Moreover, we will see the significance of the behavior of ϕ for small ε. Namely, we assume that the following limit exists, although it may be infinite:
Abstract Cauchy problem
In the setting of linear equations that we consider here, there are well-known existence results for weak solutions based on the Galerkin method or on a parabolic version of the Lax-Milgram’s lemma due to Lions. Let us recall the statements from [12, Section III.2] in an abbreviated version that is sufficient for our needs.
Let H be a Hilbert space identified with its dual and let V be a separable Hilbert space with dual . We will denote by the inner product in H and by the pairing between and V. Assume that V is continuously and densely embedded in H. The transpose of this embedding gives an embedding of H into . Let be a bounded linear operator. If we write , then is a Hilbert space with dual . We recall [12, Proposition III.1.2.] that is continuously embedded in . In fact, any is absolutely continuous and
Given , we consider the problem of finding such that
Note that implicit in (3.2) is condition . However, (3.2) is equivalent to a seemingly weaker formulation, see [12, Proposition III.2.1],
In particular, any solution u to (3.3) belongs to and satisfies the energy equality
We have, see [12, Proposition III.2.3],
Suppose that there existssuch thatThen, for anythere exists a unique solution to (
3.2
) (equivalently (
3.3
)).
We will apply this proposition to problems we are interested in.
The approximate problem
The approximate problems with a pronounced boundary layer are of the form
We take defined in (1.2).
In this section we do not discuss the meaning of (3.62) for weak solutions. However, for the strong solutions the situation is different, see Lemma 4.1. In fact the role of the boundary conditions here is to make the boundary integrals of the weak form vanish.
System (3.6) can be set as an abstract Cauchy problem with choices
where was introduced in (1.6) and
Here and hereafter we often suppress , , , at the end of integral if there is no risk of confusion. Our choices of , , correspond to:
We say that is a weak solution to (3.6) with initial datum if
where
For anythere exists exactly one weak solution to (
3.6
).
The dynamic boundary problem
We aim to prove that weak solutions to (3.6) converge to (yet undefined) weak solutions to (1.5), provided that . One way to define them is to consider regular enough solutions to (1.5) and test them with a function such that . Multiplying equation by φ, integrating over and integrating by parts yields
Taking into account that on leads us to
Summing up, we obtain the following equality constituting a naive notion of weak solution.
However, it is not immediately clear how to obtain well-posedness for (3.8).
On the other hand, system (1.5) can be expressed as an abstract Cauchy problem with the choices
Having these definitions, we can introduce:
We say that is a weak solution to the dynamic boundary value problem (b.v.p.) for the heat equation with initial datum if
where
For anythere exists exactly one weak solution to the dynamic b.v.p. for the heat equation.
We note that if we restrict our attention to the case when and , then (3.10) becomes (3.8). However, Proposition 3.3 indicates that, even though for a. e. for any solution , initial data can be chosen independently and different choices of lead to different solutions. Taking this into account, we propose the following relaxation of the definition of weak solution that will be useful in the sequel.
Let. Suppose that. Thenis a weak solution to the dynamic b.v.p. for the heat equation with initial datumif and only if
The absence of the second component w in the rephrased definition is just a semantic difference. More importantly, we restrict the class of test functions. It is easy to see that if is a weak solution, then u satisfies (3.11). The reverse implication is a straightforward consequence of the following approximation lemma.
Letbe such that,. Then there exists a sequencesuch thatin, i. e.Furthermore, if, then.
Let us pick any . We denote by , its extensions outside . Namely, if , then we extend the couple past T by odd reflection, otherwise by even reflection. We extend it for times earlier than 0 by (say) even reflection. Let be given by
Then, we define and as restrictions to of
Here denotes the standard mollifier in direction while , denote the mollifiers in t and , respectively.
Let us check that . The non-trivial part of this task is establishing the weak differentiability in the direction of . Let be the continuous function on such that:
on ,
outside ,
coincides with affine functions on , , , and .
Then, for any ,
Using a change of variables,
By a property of trace,
because we used here . It is not difficult to check that and
as . Thus, we see that and
It is now easy to check that in as , in as and in as . With a diagonal procedure, we can extract sequences , , such that for we have in as . □
Neumann and Dirichlet problems
For completness, we also recall how (Cauchy-)Neumann and (Cauchy-)Dirichlet problems for the heat equation fit into the abstract framework.
The classical Neumann problem is to find, for a given , a solution u to
The system (3.13) can be expressed as an abstract Cauchy problem with the choices
corresponding to:
We say that is a weak solution to the Neumann problem for the heat equation with initial datum if
where
For anythere exists exactly one weak solution to the Neumann problem for the heat equation with initial datum.
Similarly, the classical Cauchy–Dirichlet problem is to find, for a given , a solution u to
The system (3.15) can be expressed as an abstract Cauchy problem with the choices
This corresponds to:
We say that is a weak solution to the Dirichlet problem for the heat equation with initial datum if
where
For anythere exists exactly one weak solution to the Dirichlet problem for the heat equation with initial datum.
Convergence to the dynamic boundary value problem
In this subsection, we consider the case . We say that is a well prepared sequence of approximating initial data for if
Note that for any pair there exists such a sequence. Indeed, satisfies (3.17).
Letand letbe the corresponding weak solution to the dynamic b.v.p. for the heat equation. We assume thatand the non-degeneracy condition (
2.5
) holds with.
Supposeis a well prepared sequence of approximating initial data forandare the corresponding weak solutions to (
3.6
). Then,
If , then is well defined and satisfies (3.17) with . In this way we recover a conceptually simpler result, formally similar to [2, Theorem 3.1], where only the homogeneous initial condition was considered.
Let us take any satisfying (3.17) and let be the weak solution to (3.6) with initial datum . The energy equality (3.4) for (3.6) takes the form
Since ,
for and sufficiently small . Thus, by (3.17), (3.19) and (3.20), is bounded in and is bounded in . Hence, we can extract weakly convergent sequences in and in .
We need to prove that the pair is the weak solution to the dynamic b.v.p. Let us take any such that . Surely, φ is a legitimate test function for the weak formulation of the boundary layer problem (3.7). By (3.17),
In this limit we also use the uniform continuity of φ over .
Let us fix , we will consider . Then, we have
where, since ,
by (3.19) and smoothness of φ. Therefore, we can pass to the limit
Furthermore, again by (3.19), (3.17), we can assume without the loss of generality that in and
For a fixed , the uniform convergence of to 1 on and the weak convergence of in this region yield
At the same time
Thus, passing to the limit , we obtain
Summing up (3.21), (3.22) and (3.23) we obtain
It remains to show that . Indeed, this follows after combining (3.19) with Lemma 2.2 and Lemma 2.4. Thus, by Proposition 3.4, coincides with the weak solution . Since we can extract a convergent subsequence from any subsequence of , the whole sequence converges to due to uniqueness of the weak solution to the limiting problem. □
Convergence in the cases and
We say that is a well prepared sequence of approximating initial data for if
Note that for any there exists such a sequence. Indeed, satisfies (3.17), no matter the choice of κ.
The case is relatively easy. Namely, we can see that the boundary terms vanish in the limit. This corresponds to the case of homogeneous Neumann data for the limit function u.
Suppose that. Letand let u be the corresponding weak solution to the Neumann problem. Suppose that a familysatisfies (
3.25
) andis the corresponding family of solutions to (
3.6
). Then,
Using (3.19), we extract a subsequence such that
We need to prove that is the solution to the Neumann problem. As in the proof of Theorem 3.1, we show that
see (3.23). It remains to prove that
In order to achieve this goal it is enough to notice that
Indeed,
Now, by (3.19), the first factor on the RHS is finite while
converges to zero. This is so because and the test function φ has bounded derivatives. Finally, from the uniqueness of solutions to the Neumann problem, we deduce that the whole sequence converges to u by the usual argument. □
Let us stress that in this proposition we do not use assumption (2.5).
Finally, we state the companion result for .
Suppose thatand thatsatisfies (
2.5
) with. Letand let u be the corresponding weak solution to the Dirichlet problem. Suppose that a familysatisfies (
3.25
) andis the corresponding family of solutions to (
3.6
). Then,
Let be any sequence satisfying (3.25). Then, by (3.19) and the uniform bound in (3.25), there exists a subsequence and such that
Moreover, we have
Thus, by Lemmata 2.2 and 2.4,
where the limits are understood in . Now take any . Then, we easily check that
Thus, satisfies
for any . Since this set is dense in
we conclude that coincides with the weak solution to the Dirichlet problem u. Then, by the usual argument involving uniqueness of u, we deduce the weak convergence of the whole sequence . □
In Theorem 3.1 and Proposition 3.8, as opposed to Proposition 3.7, we require the non-degeneracy condition (2.5). Here, we show that this assumption cannot be dropped. To see this, we can take any satisfying (2.3) and
with , which contradicts the first part of assumption (2.5).
Suppose thatandsatisfies (
3.27
). Letand let u be the corresponding weak solution to the Neumann problem. Suppose that a familysatisfies (
3.25
) andis the corresponding family of solutions to (
3.6
). Then
As in Section 3.6, we see that there exists a subsequence and such that
Given a sufficiently small , let be the piecewise affine function such that
and is affine on and on . For any , we set . Clearly so we can use it as a test function in (3.7). Since on the support of (3.7) reduces to
By (3.25) and strong convergence in ,
Similarly, by (3.28) and strong convergence in ,
Finally,
Taking into account locally uniform convergence in and inequality , we show
by the same reasoning as in the proof of Theorem 3.1. On the other hand,
which converges to 0 as by virtue of (3.19) and (3.27). Summing up, passing to the limit in (3.29), we obtain
for any , i.e. coincides with the weak solution u to (3.13) with initial datum . By the usual argument involving uniqueness, we deduce that the whole sequence converges to u. □
Reilly-type identity
We establish an estimate for solutions of the following elliptic problem, where region Ω is the flat cylinder defined in (1.4),
where is defined in (1.3), i.e.,
Hence satisfies (2.5) for , see Remark 2.2. We assume that . We use the energy functional on by formula (2.2)
The point is that the boundary conditions in (4.1) are not explicitly specified. The main result of this section is as follows.
Ifis fixed,,and Eq. (
4.1
) is satisfied as the equality offunctions, then
We stress that a part of our motivation stems from the desire to show existence of a non-trivial and bounded normal derivative. Another motivation to look for such a result, apart from differential geometry, see [8], is the study of singularities of the Laplace equation in polygonal/polyhedral domains, see e.g. [4, Theorem 2.2.1].
Let us notice that Theorem 4.1 implies that for each ε the mixed derivatives are in . However, we do not have any estimates uniform in ε.
Before we prove this result, we will establish a series of lemmas.
Let us suppose thatis defined in (
1.4
) andis fixed. In addition,is such that:
;
.
Then, the traceonexists inand it is zero. Here, ν is the outer normal to Ω.
Since , then we deduce that . Indeed, for any point , we take any cut-off function , where . Then, the standard regularity theory yields that .
In addition, since , the classical theory of Fujiwara and Morimoto, cf. [3], implies existence of the trace of the normal component of . It is well-defined as an element of .
Let us take and set
For our choice of Ω, made in (1.4), is always smooth. We are going to exploit the fact that the outer normal to , ν, does not depend on δ (for ) and it equals the outer normal to . In this case, we notice that the trace of exists and it is a function, because . Moreover,
Here, denotes the trace operator, , see Section 2.
Indeed, by definition the LHS takes the form,
We notice here that the convergence of the RHS is due to our assumption (2).
Let us suppose that contrary to our claim
This means that there is such that . We could even assume that . Indeed, if and , then and we know that . Since we deduce that or . In other words, there exists and such that
for all . This claim follows directly from (4.3).
We may assume that φ in (4.4) is smooth due to the density of smooth functions in . In particular, this implies that for all .
Let us consider . Then, (4.4) and imply that
Let us integrate both sides of (4.5) over with respect to . In this way we obtain,
In order to estimate the RHS, we use the Cauchy–Schwarz inequality, which yields,
After cancelling on both sides, we see that the RHS goes to zero as , while the LHS remains bounded away from zero. This contradiction proves our claim. □
Now, we are ready for the proof of Theorem
4.1
. In fact, it is inspired by results like [4, Theorem 2.2.1]. Due to the special structure of Ω, we have that
At this moment, we make an additional smoothness assumption on u, namely . Later we will relax it. We obviously have,
We have to transform ,
We will inspect each , when i and j are smaller than N. Since we assumed high regularity of u, we may integrate by parts twice,
Here we used the lack of boundary terms and the fact that commutes with for . We see that has the desired form for . Of course, has a sign too. We have to look at the remaining terms for . We notice,
Of course, the boundary term vanishes for smooth and bounded functions, and this is the case we are considering now. We continue,
We will combine the last term with ,
We integrate by parts, keeping in mind that for we have,
Finally,
We have to investigate . We notice that in fact we integrate over , then the integration by parts yields,
Here we use the assumption that u is smooth and bounded, hence the boundary term vanishes and we obtain,
As a result,
Now, we have to relax the regularity assumption on u. We have to exercise a bit of care due to the presence of a weight which vanishes at the boundary of Ω. We will use the fact that to our advantage. We will use the general approach with necessary modifications. We set
Of course, , when . The family of sets forms an open covering of the set Ω. We may find a smooth partition of unity subordinate to this covering, i.e. such that , and .
Now, for a fixed and all natural n we can find and
We set
Since the sum is locally finite, we conclude that is smooth and in . We claim that there exists independent of η such that the following four estimates hold with , where ,
All these expressions have the same structure, however, the fourth one is a bit different because of integration over changing sets. For this reason it is enough to investigate in detail one of the first three expressions, say the second one, and the last one. We have,
We investigate at the first factor on the RHS
The second factor of the RHS of (4.7) we can deal with in a similar way,
Combining these observation we see,
Hence, our claims (4.61)–(4.63) hold.
Now, we deal with (4.64). The Schwarz inequality implies that
Since u and are in we deduce that
In the second inequality we use the fact that here ε is fixed. Hence, (4.64) follows.
Now, with the help of (4.6) we immediately deduce that (4.2) follows under the theorem assumptions.
Derivation of the dynamic boundary conditions
In this section, we state the convergence problem for strong solutions and develop the necessary tools. In particular, we introduce a generalization of the notion of the Γ-convergence here.
The problem statement
We derive, in this section, the dynamic boundary conditions as a limit of
where is defined in (1.2) and is given by (1.3). We stress the fact that due to Lemma 4.1 the degenerating weight makes the above eq. well-posed without any explicit boundary conditions.
The limit passage depends on the value of κ, see its definition in (3.1). In this section, we assume that .
Our goal is achieved in a few steps, starting from a priori estimates on solutions through the Γ-limit computations and finishing with a derivation of the Energy-Dissipation Balance (EDB for short) for (1.1).
We might say that the above eq. develops a boundary layer, because the height of grows as . The case is special because we will prove with the help of EDB that the limit eq. of (5.1) as is the heat eq. with dynamic boundary condition involving the parameter κ.
We first state the existence result for (5.1). We will use the Kōmura theory of nonlinear semigroups for this purpose, see [1]. We are going to write (5.1) as
Here, is the subdifferential of with respect to the metric, i.e.,
where denotes the domain of , i.e. .
It is easy to deduce from the definition of the subdifferential that if and only if for all we have,
This identity means that the weak divergence of exists and equals to . This observation proves part (a). Part (b) is obvious. □
This lemma implies that (5.1) is the gradient flow of with respect to the inner product of . It also gives us the following basic existence result following the classical Kōmura theory, here we follow Brezis exposition, see [1, Theorem 3.2].
Let us suppose thatis defined in (
2.2
),, then there is a unique, which is a solution to (
5.2
). Moreover, the functionis decreasing and for a.e.we have.
This result is a consequence of the convexity and lower semicontinuity of combined with [1, Theorem 3.2]. □
We notice that (5.2) is nothing else but (5.1). Keeping this in mind, we present the main result of this section about convergence when .
Let us suppose thatandis a unique solution of the gradient flow (
1.1
), whenis defined in (
1.3
), the initial conditionare in,inand(1) If, thenconverges to, in the sense ofconvergence. In particular,in,in,inandconverges weakly into. Moreover, u is a unique solution of(2) Eq. (
5.3
) is the gradient flow ofin, where both objects are defined below,and we set, whereis defined in (
3.9
).
The question of Γ-convergence of is interesting. Actually, if we stick to the -metric, then we can show that Γ-converges in the -topology to on , defined as
see Lemma 5.7.
We stress that is defined on a smaller space than , hence these two functionals are different. It turns out that a new notion of Γ-convergence with respect to , extending the classical one, is necessary. We introduce it in Definition 5.1 and we show that functionals Γ-converge with respect to to . This is a result complementary to Theorem 5.1.
The new notion of Γ-convergence permits us to deal with changing underlying spaces and their topologies. Here, we do not explore this notion fully.
Our main tool in the proof of this theorem is the Energy-Dissipation Balance. For this purpose we will collect below a series of estimates and separately a series of the Γ-convergence results.
Estimates on solutions
Here, we will derive a series of energy estimates keeping in mind the general form of , see (1.2). We begin with a basic one.
Ifis defined by (
1.2
),is a solution to (
5.1
),, then
We multiply (5.1) by and integrate over . This yields,
The LHS is easy to compute. We integrate the RHS by parts using Lemma 4.1. Hence, we integration over yields
□
Let us suppose that u is a solution to the gradient flow (
1.1
). Then,
We notice that (5.6) is a form of the needed Energy-Dissipation Balance.
In order to establish Lemma 5.3 we multiply (5.1) by , which belongs to . Here, we use the regularity of the initial conditions. We obtain,
We want to integrate by parts on the right-hand-side (RHS) of (5.7). Formally, this and Lemma 5.4 yield,
Hence, we would obtain
We will justify it below.
Let us suppose for the moment that (5.8) holds. If so we divide both sides of (5.1) by , then we square both sides. The result is
and (5.6) follows. □
Now, we are going to justify (5.8). For this purpose we shall prove the following lemma:
Let us suppose thatis such thatand η is the standard mollifier kernel. Thenis such thatsatisfies the assumptions of Lemma
4.1
for a.e..
The argument is based on the following observation. If , then . If we keep this in mind then
where . Hence, the first part of the lemma follows.
The second part is proved in the same way. □
Now, we are in a position to justify (5.8). We have
where . We use here the fact that converges to u in , when δ goes to zero. Then, due to the above Lemmas, we have,
We have to show that
Indeed, we have
The integration by parts and Lemma 4.1 imply that
Hence,
and the continuity follows.
The lemma above makes the proof of Lemma 5.3 complete.
Another important element of our analysis is a study of the behavior of the boundary layers as their width goes to zero. Our tool is the average. The following Lemma is valid for any κ, however, it yields useful estimates for positive, possibly infinite, κ.
Let us suppose thatis a sequence of solutions to (
5.1
) and, whereis given by (
2.1
). Here, we introduce the shorthand,. Then,
the sequencesandare bounded in;
the sequences,are bounded in;
in.
In particular (a) and (b) imply
The validity of the first part follows from Lemma 5.2 and Lemma 5.3. Thus, we obtain
and
because . Hence, (5.9) follows.
We notice that are uniformly bounded in . Indeed, for small ε, we have,
where M is the constant appearing in (5.4). The same argument applies to , but we have to invoke Lemma 5.3 and (5.6). Hence, we can deduce (5.9).
The point is that the estimate on the norm of depends also on κ. We shall see that when and it is finite, then the estimates yield the dynamic boundary condition. When κ is infinite, then , when and we will end up with zero Dirichlet boundary values in the limit. We will deal with this case in Section 6.
We will need information about the behavior of in .
Let us suppose thatis a sequence of solutions to (
5.1
) and the assumptions of Theorem
5.1
hold. Then, there existssuch thatand for all
If , then (5.5) yields,
where denotes the spacial gradient. Thus, the first part of our claim follows.
By a similar token (5.6) implies that
Moreover, Theorem 4.1 implies that . Our claim follows. □
We might say that the above result is a version of Lemma 2.1, which is integrated in time.
We have gathered enough information to state a key observation. It is a part of Theorem 5.1, however due to its importance it is worth stating separately.
If u is the weak limit of, then for a.e.we haveThe equality above is in the sense of elements of.
Since defined by (1.3) satisfied (2.5) with , then by Lemma 2.1 and Lemma 2.3 converges to in for a.e. . Due to Lemma 5.5 we also know that converges weakly in to a limit, called . Thus, we deduce that is in and .
Now, we will show that converges weakly∗ to . Indeed, if we take , then we have
It is easy to check that E goes to zero when , provided that .
We notice that the integration by parts yields,
Here, we used that fact that due to Lemma 4.1 the integral over vanishes. The definition of the traces yields in . Moreover, due to Lemma 2.1 (2) we infer that
We notice that
We see that the RHS goes to zero, when . □
Γ-Limits
Once we derived de Giorgi’s energy-dissipation balance (EDB), (5.6), we want to use it to pass to the limit with the gradient flows (5.1) or equivalently (5.2). We hope that this process will lead to an EDB for the limit, hence we will be able to discover the equation governing the limit.
The limit process requires computing the Γ-limit of , i.e. the functional generating the gradient flow. Lemma 5.7 below is quite straightforward, we compute . However, we shall see later, that does not generate the gradient flow that we obtain after the limit passage.
The problem becomes more visible, when we analyze functional
In this case Lemma 2.3 shows the effect of the boundary layer induced by the weight . We also see how important is the way we define . Actually, this Lemma suggests that , the limit of , is defined on a bigger space than each individual . For this purpose we will modify the notion of Γ-convergence, see below. Our first task is computing the Γ-limit of .
Ifis defined in (
1.3
),is given by (
2.2
), thenwhere
First, we prove the lower semicontinuity part: if in , then
We recall that . We can find such that for all and and we have
Hence, we can select a weakly converging subsequence (without relabeling)
Due to the diagonal argument there is , it is such that
for . In fact, since we assumed that in , we conclude that the convergence in each takes place without the need to extract subsequences. Hence, the claim follows.
Finding a recovery sequence is easy, because for all we have . So, if is given, then the necessary recovery sequence is constant, . Indeed,
□
A more interesting development is related to functionals involving the weight , which are independent of . Moreover, Lemma 2.3 suggests that in the limit we will see the behavior on the boundary. In other words, in the limit the underlying space becomes bigger. In order to capture the emerging boundary behavior, we introduce a modified notion of Γ-convergence. It is an extension of this notion to the case, when the underlying space changes with the parameter .
Let be defined in which is a subset of a set , which is a topological vector space for . As we shall see that the actual meaning of will change according to our needs.
Let be a mapping from to for . We assume that is a topological space. We generalize the notion of Γ-convergence as follows.
We say that Γ-converges to with respect to if
(lower semicontinuity) if
(recovery sequence) for any , there is such that
We simply write in .
Here, we are interested in the case when the spaces depend on time. We consider , where and was defined in (1.6). For , we set , where is defined in (3.9). For , we define as follows,
where the operator is defined in (2.1).
With this extension of the notion of the Γ-convergence we establish a natural analogue of Lemma 5.7.
Let us suppose thatand functionalsare defined in (
5.10
) with. If,are defined above and, thenwhere
We first establish the lower semicontinuity. For this purpose we take . We study . Let us fix and consider , then we have
This is so, because
Thus, the lower semicontinuity of the norm and (5.9) imply that for all we have
Sending δ to 0 yields
Now, for a given pair we have to construct a recovery sequence, . Namely, for all , we set
Of course . We also have
Since the boundary of Ω is flat, we deduce that
Then,
Hence, our claim follows. □
The last result in the spirit of this subsection, that we need, is a good lower estimate on lim inf of functional defined below. This could hardly be called Γ-lim inf in , but it will be sufficient for our purposes.
Let us assume thatis defined by (
1.2
) with. We setIfin, then
We have two ways of looking at . The first one is just recalling the definition of . Then, we have
Hence,
The argument we used in Lemma 5.6 implies that
in . Hence,
In particular, this implies that is well-defined as an element of due to the classical theory; see e.g. [3], where theory is discussed.
Another way of looking at exploits the Reilly identity, Theorem 4.1, in an essential way, in this case we have,
We see that we can use Lemma 2.1 to estimate the RHS above. Now, we combine these computations to obtain,
□
The energy-dissipation balance, proof of Theorem 5.1
After having gathered a series of statements on Γ-convergence, including Lemma 5.7, we may apply the de Giorgi–Serfaty–Mielke theory, see [7,11]. Here, for the sake of the clarity of the argument, we assume that the data are well-prepared, i.e. and .
We note that our assumptions imply that converges to u locally in the -norm and in , in , in . Moreover, the key statement on traces, i.e. converges to weakly∗ in is proved in Theorem 5.2.
Now, we want to study the limit passage in (5.6). If we succeed, then we will have another limiting Energy-Dissipation Balance,
Then, the proof of the main theorem will follow from (5.12) by differentiation in time.
In order to obtain (5.12) we follow [11] and we apply the liminf to (5.6),
We may now apply Lemma 5.8 and Lemma 5.9 to deduce
We recall that w is the weak limit in of and . Since has a weak limit, see (5.9), we deduce that is in , so the formula above is correct. Moreover, we recall that Lemma 2.1 and Lemma 2.3 give us . Hence . As a result, we may rewrite the above inequality in a way that is more suitable for our purposes,
Of course, we have
We wish to integrate by parts, but apparently lacks the necessary regularity. For this purpose we mollify u by convolving with the product of standard kernels, where (resp. ) depends on (resp. one) variables so that . In order to make the notation short we will write for the regularization so that . Thus,
Since we deduce that for any we have
If we combine these observation we will reach the identity (5.12). Let us now differentiate (5.12) with respect to time. As a result, we obtain
for a.e. . The first term on the RHS is the action of over . By definition it is
The last integral on the RHS is well-defined, because we showed above that . Moreover, we know that too. Hence,
Equivalently, this means that (5.3) holds.
Let us now show uniqueness of solutions to (5.3). Suppose that we have two solutions , of this equation. Then, satisfies (5.3) with zero initial conditions. We may test this eq. with u. As a result we obtain,
We may integrate the RHS by parts. Then, we obtain,
Now, (5.3) implies that,
Thus, the first claim follows.
We will establish the second part of the theorem. For this purpose we have to compute the differential of in . We notice that if , then and . By definition of the subdifferential, if , then there is that for all we have
However, the LHS is finite if and only if and . It is also easy to see that
This in turn implies that and .
We have to clarify the relationship between and . We have already seen that the Γ-limit of with respect to -topology, , is incorrect. The question is if the convergence takes place in an appropriate sense. In fact we were forced to look at this issue when we considered convergence of functionals , see (5.10). We will use here the Γ-convergence in adjusted to our specific needs here.
Now, we are interested in the case when, . For we define as follows,
We shall see that even though does not Γ-converge to , then we have an appropriate replacement.
defined in (
2.2
) Γ-converges todefined in Theorem
5.1
with respect to.
Let us take , we may assume that
for otherwise there is nothing to prove.
Since we assumed that in , then we have,
We will first see that
Indeed, for any , we have
where we use the lower semicontinuity of the norm. After taking the limit above as , we reach (5.14).
Our assumptions permit us to invoke Lemma 2.3. This tells us that in the -norm, where is defined in Lemma 2.1. At the same time Lemma 2.1 implies that in . Thus, we conclude that . As a result, is finite. The proof of (i) in Definition 5.1 is finished.
If we are given , then for the recovery sequence, we may take . In this case due to Lemmas 2.3 and 2.1. □
We also state a result which makes our study of weak solutions complete.
Let us definebyThen, functional E Γ-converges towith respect to, whereis defined above.
Essentially, the argument is as above and it gets simpler, since (5.13), implies that converges weakly in to v. Hence, we may use the continuity of the trace with respect to weak convergence in . The rest of the argument goes unchanged. □
Cases
Our study in the previous section did not include the cases nor . We conduct the analysis of these cases here, we recall that κ was defined in (3.1). We shall see that the left out cases lead in the limit to either Dirichlet or Neumann data and the argument is similar despite apparent differences.
Case : Zero Dirichlet data
We claim that in this case the influence of the boundary layer is so strong that it damps any evolution on the boundary. Our starting point is the following inequality implied by (5.5),
This means that we assume that the initial condition is well-prepared. At the same time the regularity of initial conditions implies that Lemma 5.5 part (i) and Lemma 5.6 hold.
We gathered so much information about that we may show:
Let us suppose that,are such that (
6.1
) holds and. Then:
there is a subsequencesuch thatinand for allin. Moreover,,.
in, i.e.;
u is a strong solution to the heat eq.,
We may apply Lemma 5.5 part (i) and Lemma 5.6 to deduce that part (1) holds.
We have shown in (3.26) that , when . By Lemma 2.1 we conclude that where is the weak limit of . However, we proved above that converges strongly in to 0. As a result and part (2) follows.
It remains to prove that u is a solution to the heat eq. It is not clear if a version of the Energy-Dissipation Balance holds. But we will not need it. It suffices to use the weak form of equation and available estimates on strong solutions. Let us take and such that . We multiply (1.1) by φ and integrate over . Next, we integrate by parts, this yields,
The boundary terms vanish, because the support of φ is contained in for sufficiently small . We invoke Lemma 5.6 to pass to the limit. This yields,
Since , we may integrate by parts. Moreover, since φ is arbitrary, we deduce that u satisfies
as well as the initial condition and the homogeneous Dirichlet boundary data. □
It is interesting to notice that if we are interested just in the trace of the limit u, then the assumption is not needed to deduce that .
For the sake of completeness we recall that (6.2) is the gradient flow of , where
We should establish the relationship between and . We notice that with the help of Corollary 6.1 we could show an analogue of Lemma 5.10.
If, then, defined in (
2.2
), Γ-converges towith respect to.
Case : Zero Neumann data
Similarly to the previous case, the regularity of initial conditions imply that Lemma 5.5 part (i) and Lemma 5.6 hold. In particular due to Corollary 6.1 part (1), we have and . In particular, the trace of the normal derivative of u at the boundary exists, at least as an element of .
Let us suppose that,are such that. Then:
there is a subsequencesuch thatinand for allin. Moreover,,.
We recall Lemma 5.3, it is shown for any . It gives us
Combining this estimate with the Reilly identity, (4.2), yields
If we multiply both sides by , then the RHS goes to zero. We invoke the Lemma 2.1 to see that
The comment made in Corollary 6.1 applies: we do not have any corresponding version of the Energy-Dissipation Balance holds. For this reason, we will use an argument similar to that used in Corollary 6.1 to prove that u is a solution to the heat eq. We will show that u is a weak solution to the heat eq. For this purpose we notice
Now, we use the fact that u is a limit, hence
Since the sequence is uniformly bounded, then the first integral goes to zero. In the second one we integrate by parts,
Since is a strong solution to (1.1) in , then the first term on the RHS vanishes. The second one converges to . Due to the first observation in this corollary, the third term goes to zero. Thus,
Since φ is arbitrary element of with , we deduce that u satisfies (6.3) with homogeneous Neumann boundary condition. □
We close this subsection by recalling that Eq. (6.3) is the gradient flow of . Moreover, we showed in Lemma 5.10 that is the Γ-limit of .
Footnotes
Acknowledgements
The authors thank prof. Rodrigues for bringing paper [] to their attention. YG was in part supported by the Japan Society for the Promotion of Science through grants No. 19H00689 (Kiban A), No. 20K20342 (Kaitaku) and by Arithmer Inc., Daikin Industries Ltd. and Ebara Corporation through a collaborative grant. This work was partly created during MŁ’s JSPS Postdoctoral Fellowship at the University of Tokyo. MŁ was in part supported by the Kakenhi Grant-in-Aid No. 21F20811. Moreover, MŁ and PR were in part supported by the National Science Centre, Poland through the grant 2017/26/M/ST1/00700.
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