Existence and boundary regularity for degenerate phase transitions
Paolo Baroni, Tuomo Kuusi, Casimir Lindfors, Jos\'e Miguel Urbano

TL;DR
This paper investigates the regularity and existence of solutions for a degenerate phase transition model, establishing boundary continuity and deriving a modulus to quantify it, which aids in proving the existence of physical solutions.
Contribution
It provides new regularity results for weak solutions of a degenerate two-phase Stefan problem and demonstrates the existence of physically meaningful solutions.
Findings
Weak solutions are continuous up to the boundary.
A modulus of continuity is derived for these solutions.
Existence of physical solutions is established.
Abstract
We study the Cauchy-Dirichlet problem associated to a phase transition modeled upon the degenerate two-phase Stefan problem. We prove that weak solutions are continuous up to the parabolic boundary and quantify the continuity by deriving a modulus. As a byproduct, these a priori regularity results are used to prove the existence of a so-called physical solution.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Mathematical Modeling in Engineering · Nonlinear Partial Differential Equations · Numerical methods in inverse problems
Existence and boundary regularity
for degenerate phase transitions
Paolo Baroni
Department of Mathematical, Physical and Computer sciences, University of Parma
I-43124 Parma, Italy
,
Tuomo Kuusi
Department of Mathematics and Systems Analysis, Aalto University, P.O. Box 1100, 00076 Aalto, Finland
,
Casimir Lindfors
Department of Mathematics and Systems Analysis, Aalto University, P.O. Box 1100, 00076 Aalto, Finland
and
José Miguel Urbano
CMUC, Department of Mathematics, University of Coimbra, 3001-501 Coimbra, Portugal.
Abstract.
We study the Cauchy-Dirichlet problem associated to a phase transition modeled upon the degenerate two-phase Stefan problem. We prove that weak solutions are continuous up to the parabolic boundary and quantify the continuity by deriving a modulus. As a byproduct, these a priori regularity results are used to prove the existence of a so-called physical solution.
Key words and phrases:
Stefan problem, degenerate equations, intrinsic scaling, boundary modulus of continuity
2010 Mathematics Subject Classification:
Primary 35B65. Secondary 35A01, 35K65, 80A22.
Contents
- 1 Introduction
- 2 Preparatory material
- 3 Reducing the oscillation at the boundary
- 4 The approximate boundary continuity
- 5 The convergence proof
1. Introduction
In this paper we complete the* tour de force*, initiated in [1], concerning the regularity of weak solutions for the degenerate () two-phase Stefan problem [13, 14]
[TABLE]
by proving the continuity up to the boundary. Using this regularity, we also obtain an existence result. Here, denotes the space-time cylinder, with , , a bounded domain, is its parabolic boundary (see Paragraph 2.4 for the relevant definitions), is the Heaviside graph centered at the origin, and is a continuous boundary datum.
The outcome of our effort is two-fold: on the one hand, we prove sharp a priori estimates for solutions of (1.1), and obtain the boundary continuity, quantified through a modulus, assuming a mild geometric condition on . On the other hand, we use this “almost uniform” modulus of continuity at the boundary, together with the interior modulus of continuity we deduced in [1], to build a solution to (1.1), which is continuous up to the boundary and enjoys the same modulus of continuity.
Problem (1.1) when is the celebrated two-phase Stefan problem. The boundary continuity in this case was proven by Ziemer [16], for more general structures albeit with linear growth with respect to the gradient, but without an explicit, uniform modulus of continuity. This would be provided by DiBenedetto who, in [5], proved the uniform continuity up to the boundary for solutions to (1.1) (more precisely, for the forthcoming (1.2) for , which also takes into account lower order terms) with the modulus of continuity being of iterated logarithmic type in the particular case of Hölder continuous boundary datum.
Our goal is to extend the result to the degenerate case and to provide, already in the non-degenerate case , a more transparent proof of the reduction of the oscillation at the lateral boundary.
More generally, we shall consider the extension of (1.1)1
[TABLE]
where is a sufficiently smooth function, the Heaviside graph centered at is defined by
[TABLE]
and the vector field satisfies the usual -growth conditions (see Paragraph 1.1 for the exact assumptions). Our first result reads as follows.
Theorem 1.1**.**
Under the assumptions described in Paragraph 1.1, given a boundary datum , there exists solving the Cauchy-Dirichlet problem for (1.2), in the sense that is a local weak solution of the equation and on . We call a physical solution.
We remark that the solution we build has the interior modulus of continuity described in [1], where we assumed the existence of a solution built in the way described in this paper. Our other main result concerns a precise modulus of continuity up to the boundary for the physical solution obtained in Theorem 1.1, in the case the regularity of the boundary datum does not overcome a threshold we are going to describe. Let be a concave modulus of continuity for :
[TABLE]
Given a point and a radius , is the standard (symmetric) parabolic cylinder
[TABLE]
is its closure and, for a constant , is the stretched cylinder
[TABLE]
Finally, let us introduce as
[TABLE]
We are ready now to state
Theorem 1.2**.**
Let be the physical solution of Theorem 1.1, and let and be fixed ( will be introduced in (1.10)). Then for every
[TABLE]
there exist constants depending on and the data, such that if we set
[TABLE]
for , and we suppose that
[TABLE]
hold for some and , then
[TABLE]
for all , with depending on and the data.
The previous natural result tells that once the boundary datum is more regular than the solution, even in the case of smooth , then the solution still has modulus of continuity . Clearly, a Hölder continuous function is an example of boundary datum satisfying (1.8)2.
1.1. Main assumptions and the concept of solution
Throughout the paper, is assumed to satisfy the following (standard in this context) outer density condition: there exist and such that, for ,
[TABLE]
The function is an increasing -diffeomorphism satisfying the bi-Lipschitz condition
[TABLE]
included, as previously done in [4, 12], to account for the thermal properties of the medium, which can change slightly with respect to the temperature.
The vector field is measurable with respect to the first two variables and continuous with respect to the last two, satisfying additionally the following standard growth, coercivity and monotonicity assumptions:
[TABLE]
for , for almost every and for all , with , for a given constant . It will be useful for future reference to make explicit the modulus of continuity of with respect to the last two variables; we suppose that there exist two concave functions , such that , and a function , increasing separately in the two variables, such that
[TABLE]
for all such that and .
Definition 1.1**.**
A local weak solution of equation (1.2) is a pair , with
[TABLE]
in the sense of graphs, such that
[TABLE]
and the integral identity
[TABLE]
holds for all and almost every such that , and for every test function such that .
Remark 1.1**.**
Observe that also and that the test functions are in , so every term in (1.14) has a meaning.
1.2. Strategy of the proof
In order to perform a standard reduction of the oscillation, at least in cylinders centered on the lateral boundary, we shall consider three different alternatives. The reduction of the oscillation in the interior has been proven in [1], while at the initial boundary it is a simple consequence of the logarithmic estimate of Lemma 3.3. Let us give a brief and formal description of the structure of the proof. Consider equation (1.2); clearly we can suppose that the jump is met by the values of the solution in the cylinder considered, otherwise solutions are continuous since they solve -Laplacian type equations with continuous Cauchy-Dirichlet data. The proof consists in the separate analysis of three alternatives.
Our first alternative (Alt. 1) states that the jump is far to the supremum of on the cylinder. In this case, we can reduce the supremum remaining “above” the jump, and here the equation behaves like the -Laplace equation.
The second alternative (Alt. 2) instead means that we are considering the case where the jump is close to the supremum of , and thus it is really influencing the behaviour of the solution. In this case, we set two further alternatives, (Alt. 2.1) and (Alt. 2.2): the latter describes the case where the solution has low energy levels close to the jump for all times (notice the relation between the condition appearing therein and the left-hand side of the energy estimate in (3.2)). Here the equation is still very similar to the -Laplace equation and indeed we reduce the oscillation in -Laplacian type cylinders. If this is not the case, that is if the worst case scenario (Alt. 2.1) happens, solutions are less regular. (Alt. 2.1) encodes the fact that the solution has a high peak of energy close to the jump; in this case, the presence of the jump is significant and therefore the geometry employed must rebalance the further degeneracy it produces.
The implementation of what is described above is quite technical, primarily due to the fact that, as is usual in degenerate evolutionary problems, time scales must depend on the solution itself. We need to define three different time scales to tackle the three different scenarios, and these are not trivial already in the non-degenerate case . Moreover, we have to introduce the exponentially small (in terms of the oscillation in the cylinder we are considering) quantity in (3.3) and this explicitly reflects in the modulus of continuity we obtain.
2. Preparatory material
2.1. Approximation of the problem
Let be the standard symmetric, positive, one dimensional mollifier, supported in , obtained via rescaling of . We set
[TABLE]
and observe that is smooth and
[TABLE]
Those will be the unique properties of we will use in the proofs of Section 3 (actually, we use the fact that the integral is bounded from above by one). Let solve the approximate Cauchy-Dirichlet problem
[TABLE]
Setting
[TABLE]
we arrive at the regularized Cauchy-Dirichlet problem
[TABLE]
where
[TABLE]
for a.e. , . Observe that the growth and ellipticity bounds for are inherited from and from the two-sided bound for : indeed
[TABLE]
hold for almost every and for all . Moreover, is clearly continuous with respect to the last two variables since is a -diffeomorphism.
By standard regularity theory for degenerate parabolic equations, see [6, 11, 15], we have that the solution of (2.4)1 is Hölder continuous since is now a diffeomorphism. This kind of regularity depends however on the regularization and as such it will deteriorate as . Nonetheless, we may assume that the solution of the regularized equation is continuous having, in particular, pointwise values. Sometimes we will use the compact notation
[TABLE]
2.2. Scaling of the equation
It will be useful later on to rescale the solution of (2.4) in the following way: define, for ,
[TABLE]
in . If we set
[TABLE]
it is then easy to see that solves the Cauchy-Dirichlet problem
[TABLE]
with having the same structural properties as . Note that in particular we have
[TABLE]
2.3. Sobolev’s inequalities
We recall here, in a unified and slightly formal setting, some parabolic Sobolev-type inequalities that will be useful in the rest of the paper. To start with, we recall that we can denote the Sobolev conjugate exponent of as , where
[TABLE]
For a ball in and an interval of , we consider functions
[TABLE]
applying Hölder’s inequality with respect to the time variable with conjugate exponents , and afterwards the standard Sobolev’s inequality slice-wise for functions in , we infer
[TABLE]
From now on, we shall make use of the formal agreement that when , then , and
[TABLE]
note that in this case there is no necessity to apply Hölder’s inequality.
Finally, once chosen a number as in (1.6) and, setting , with defined in (1.5), we fix , in the case , as
[TABLE]
in the rest of the paper we shall implicitly keep fixed with this value. This, in view of the fact that the lower bound for satisfies the (formal when ) relation , ensures that
[TABLE]
2.4. Notation
Our notation will be mostly self-explanatory; we mention here some noticeable facts. We shall follow the usual convention of denoting by a generic constant always greater than or equal to one that may vary from line to line; constants we shall need to recall will be denoted with special symbols, such as or the like. Dependencies of constants will be emphasized between parentheses: will mean that depends only on ; often dependencies will be shown right after displays. By saying that a constant depends on the data, we mean that it depends on .
By parabolic boundary of a cylinder , we shall mean . Its lateral boundary will be denoted as and its initial boundary will be . We denote by the averaged integral
[TABLE]
where is a measurable set with and an integrable map, with . Finally we stress that with the statement “a vector field with the same structure as ” (or “structurally similar to ”, or expressions alike) we shall mean that the vector field will satisfy (1.12), eventually with replaced by a constant depending only on , and continuous with respect to the last two variables. is the set , while .
3. Reducing the oscillation at the boundary
In this section we shall consider a function solving
[TABLE]
with the Cauchy-Dirichlet datum being a uniformly continuous function and satisfying (1.12)1,2. By regularity theory for evolutionary -Laplace type equations, see [6, 15], we actually have that the solution is continuous up to the boundary since is a diffeomorphism for fixed. Later on we shall take as the function appearing in (2.3), conveniently rescaled (and this explains the fact that the jump happens at ), and as the boundary datum , also rescaled.
As the first result we have the following Caccioppoli’s inequality at the boundary.
Lemma 3.1**.**
Let be a solution to (3.1) and let be a cylinder such that . Then there exists a constant depending on and such that
[TABLE]
for any and any test function vanishing on .
Proof.
In order to get (3.2), we test the local weak formulation of (3.1) with ; notice that has a compact support in , since is continuous up to the boundary as it solves the regularized equation. The calculations are now standard and we refer to [1, Lemma 2.1] or [4]. ∎
Remark 3.1**.**
Note that it makes sense to apply the Sobolev’s inequality of (2.10) to functions of the form , large as in Lemma 3.1, on balls centered on the lateral boundary of , just setting outside . In view of (1.10), taking averages in (2.10) with respect to is equivalent to taking them with respect to , so there will not be any possible misunderstanding. Another occurrence when we shall apply Sobolev’s inequality (2.10) is when in , for almost every ; in this case, we have
[TABLE]
by our density assumption (1.10), and again a classic Sobolev-type inequality, see [9, Theorem 1, p. 189], leads to (2.10), with the constant also depending on . Also a Poincaré’s inequality is available in this case (see for instance (3.24)).
3.1. Reducing the oscillation at the lateral boundary
Assume now that and recall that satisfies the outer density condition (1.10) with parameters and . Let and define the following auxiliary number, for to be fixed later:
[TABLE]
We shall need to work with the two time scales , in order to handle the degeneracy given by the jump. Moreover we shall also need the scale , , when away from the jump, i.e., when dealing with the degeneracy given only by the -Laplacian operator, see Paragraph 3.1.3. We shall moreover always consider , see (3.27); in view of this, (3.3), and the trivial fact that , we have
[TABLE]
We also define for the cylinders
[TABLE]
Note that clearly .
From now on we shall write
[TABLE]
We further assume that
[TABLE]
and
[TABLE]
We consider two cases: either the jump is close to the supremum of
[TABLE]
or this does not hold:
[TABLE]
In the case of (Alt. 2), we consider the further two alternatives: either
[TABLE]
is in force or the converse inequality
[TABLE]
holds, where satisfies (1.5) and will be chosen later. Note that it would be equivalent (see (Alt. 1) and (3.6)2 and consider also (2.2)) to put as the lower bound in the integral of the point ; we keep this choice also to meet the formal explanation in Paragraph 1.2.
3.1.1. Strategy of the proof revisited
There are three free parameters appearing above. The strategy for choosing them is to first fix in the case (Alt. 1); this choice is independent of and . We subsequently fix in the analysis of (Alt. 2) and (Alt. 2.1), see (3.26), independently of and , and finally, is chosen to depend on the data and while analyzing the case (Alt. 2) and (Alt. 2.2) (see (3.27)).
Lemma 3.2**.**
Suppose that is a weak solution to (3.1) satisfying (3.5), (3.6) and suppose that are small enough . Then there is a constant such that the following holds:
- •
if satisfies the first alternative (Alt. 1), then
[TABLE]
- •
if satisfies the second alternative (Alt. 2), then
[TABLE]
- •
if satisfies the second alternative (Alt. 2) and also (Alt. 2.2), then
[TABLE]
Proof.
Let us first prove (3.9). We define
[TABLE]
for all , where is the integer satisfying
[TABLE]
By (3.6)1 we have that for all
[TABLE]
therefore, vanishes in a neighborhood of for every . Thus we may extend it to be zero outside of in such a way that
[TABLE]
The density condition (1.10) readily implies that
[TABLE]
for all . Using this condition we have by the standard application of the Poincaré’s inequality that
[TABLE]
for every . Now we integrate the previous inequality over and then estimate from below the left-hand side in the following way:
[TABLE]
By Hölder’s inequality we bound from above
[TABLE]
Combining the above displays leads to
[TABLE]
At this point we want to use the boundary Caccioppoli’s inequality, Lemma 3.1, with , , and a standard cutoff function vanishing on the parabolic boundary with on , and
[TABLE]
Observing that by (3.11) we have for any
[TABLE]
and after some simple algebraic manipulations we obtain
[TABLE]
Now we have to use (Alt. 2.2): we can estimate using and the facts that and whenever
[TABLE]
Then, by (Alt. 2.2) we infer
[TABLE]
since by (3.11) and . It follows by combining (3.17), (3.18) and (3.1.1) that
[TABLE]
Taking the power from both sides and then summing up for gives
[TABLE]
and hence, finally,
[TABLE]
with depending on . The result now follows easily, since implies
[TABLE]
We come to the proof of (3.8). The levels and the functions are defined exactly as in (3.10) for , but this time with being the integer satisfying
[TABLE]
again this yields for all . Now we can proceed similarly as above, since (3.12) still clearly holds. Extending again to zero outside in such a way that , we have (3.13) over for all and hence (3.14) in . Integrating and again estimating from below the left-hand side as in (3.15) and the right-hand side as in (3.16) yields
[TABLE]
with . Now, by the choice of , we have for any that T^{3}=\widetilde{\omega}^{1-p}r^{p}\geq\big{[}2^{-j}\omega\big{]}^{1-p}r^{p}. Thus the boundary Caccioppoli’s inequality in this case takes the form
[TABLE]
Now, recalling that , we simply estimate by (2.2)2
[TABLE]
and this leads to
[TABLE]
This is to say, the choice of the time scale is sufficient to rebalance the inequality. We obtain again
[TABLE]
and as above, after summing up for gives
[TABLE]
We again conclude by estimating
[TABLE]
since and thus
[TABLE]
We are left with (3.7). Defining now
[TABLE]
, where , we notice that the proof, which on the other hand follows closely that of (3.9), reduces to the proof for the standard evolutionary -Laplacian, because the phase transition lies outside of the image of : indeed for , as a consequence of (Alt. 1) and (3.6)2. Hence the singular term drops from the Caccioppoli’s inequality and the time scale rebalances it as in the usual case: for details see, for example, [6, 8, 15] and the forthcoming (3.21). ∎
3.1.2. The geometric setting
Due to the three different cases we consider (and subsequently, with the three different time scales needed), we shall need to work with three families of shrinking cylinders and related cutoff functions.
Set, for ,
[TABLE]
and
[TABLE]
where
[TABLE]
Note that
[TABLE]
and
[TABLE]
We will take, for and , standard smooth cut-off functions such that vanishes on the parabolic boundary of ; moreover we assume and on . Note that we may also require
[TABLE]
3.1.3. Occurrence of (Alt. 1)
Here we state that using (3.7) it is possible to show that
[TABLE]
provided we choose small enough. Indeed, the proof for the above fact reduces (more or less) to the analysis of the standard evolutionary -Laplacian operator, because the phase transition lies outside of the support of the test functions; essentially, we follow the proof of [6, Lemma 9.1, Chapter III], once having (3.7) at hand. We sketch the proof for the convenience of the reader.
Choose for the levels
[TABLE]
and consider the Caccioppoli inequality, Lemma (3.1), with , , and . Noting that and recalling that we have
[TABLE]
with . Using
[TABLE]
and Sobolev’s inequality (2.10) (see also Remark 3.1) together with (3.21), we have for all
[TABLE]
with
[TABLE]
Thus , with depending on . This yields (3.20) in view of (3.7) and a standard hyper-geometric iteration lemma, provided is chosen small enough, in dependence of and . Recall that .
3.1.4. Occurrence of (Alt. 2) and (Alt. 2.1)
Set for
[TABLE]
and notice that , which together with (Alt. 2) and (3.6)2 implies . Thus, using (Alt. 2.1) we obtain
[TABLE]
in view of (3.4). By Poincaré’s inequality (see Remark 3.1) we have
[TABLE]
which together with (3.1.4) and the Caccioppoli inequality with , , and yields
[TABLE]
At this point, to bound both the left and the right-hand side, we use the following facts: first, we have
[TABLE]
then, the definition of and also the fact that yield
[TABLE]
with . Denoting
[TABLE]
we hence finally have
[TABLE]
where the constant depends on , but it is independent of . Then, if
[TABLE]
then the sequence becomes infinitesimal, in particular implying that
[TABLE]
The above condition for can be certainly guaranteed by taking
[TABLE]
since Lemma 3.2, equation (3.8), gives us exactly
[TABLE]
recall that we are assuming here (Alt. 2). Note carefully that now the parameter has been fixed as a parameter of , but it is independent of .
3.1.5. Occurrence of (Alt. 2) and (Alt. 2.2)
We set this time for
[TABLE]
Choosing and the Caccioppoli’s estimate takes the form
[TABLE]
Now using , Hölder’s inequality and (Alt. 2.2) yields
[TABLE]
setting
[TABLE]
recalling that and . Also recall that is fixed and depends only on . Combining the two displays above and recalling that , we obtain
[TABLE]
To conclude, by Sobolev’s inequality (2.10) with , , and we infer
[TABLE]
with depending on . Estimating finally
[TABLE]
we conclude with
[TABLE]
where by (2.12) and depends only on and . Hence by choosing
[TABLE]
we get by (3.9) that
[TABLE]
and again a standard hyper-geometric iteration lemma ensures that
[TABLE]
Note that, taking into account the fact that has already been fixed in Paragraph (3.1.3) as constant depending on and and also has been fixed in (3.26) depending only on , now also is fixed as a constant depending only on and .
3.1.6. Conclusion
All in all, merging the three different alternatives that yield (3.20), (3.25) and (3.28), then adding , we have proved that if is a solution to (3.1) and (3.6) holds, then
[TABLE]
Indeed if satisfies (3.5), then (3.29) is what we proved on the previous pages. On the other hand, if , we are essentially in the same situation as described in Paragraph 3.1.3 and therefore also in this case (3.20), and hence (3.29), holds. Note that if , then for small enough is a solution to the evolutionary -Laplace equation, and the oscillation reduction follows in general by the well-known argument of DiBenedetto, see [6, 15]; however, referring also in this case to Paragraph 3.1.3 allows for a unitary treatment of these alternatives.
Remark 3.2**.**
Note that in case
[TABLE]
holds in place of (3.6), then (3.29) still holds since solves an equation similar to (3.1) with boundary datum .
3.2. Reducing the oscillation at the initial boundary
Let us take . Similarly to the previous Paragraph, here we denote, for some
[TABLE]
and we consider the function solving (3.1) with Cauchy-Dirichlet datum . Let us remind the reader that the Caccioppoli’s inequality of Lemma 3.1 is valid for also in this case. We can then follow the steps in [6, Chapter III, Section 11] using time independent cut-off functions and we can reduce the problem to the analysis of the standard evolutionary -Laplace equation; we briefly present the proof adapted to our setting.
The next result is a standard “Logarithmic Lemma”, see for example the proof in [6, Chapter II]. The assumption in (3.32) will be satisfied by imposing a proper condition between the solution and the initial trace , see (4.7).
Lemma 3.3**.**
Let and be as in (3.31), and assume that solves (3.1) in and
[TABLE]
Then, for a constant depending on , there holds
[TABLE]
whenever and .
Proof.
Denote in short , and as in (2.7), with replacing . Consider a time independent cut-off function , , with in , on , and . Take and define for the function
[TABLE]
We have when (note that if there is nothing to prove, since (3.33) would be trivial). Observe that we have
[TABLE]
Testing formally the equation with , for , which vanishes in a neighborhood of being continuous and zero on , we have
[TABLE]
To be precise, this choice of the test function is admissible only after a suitable mollification in time; see for instance the steps in the end of the proof of [1, Lemma 2.3] for a rigorous treatment of the parabolic term in this setting. Indeed one should prove the estimate not directly up to but , for (the mollification parameter) small enough, and then pass to the limit. We have
[TABLE]
and integration by parts gives
[TABLE]
since is time independent and recalling that . Since on , we have that the term on the right-hand side for is zero. Therefore
[TABLE]
and since and , we obtain
[TABLE]
As for the elliptic term, we get from (2.6)
[TABLE]
using Young’s inequality. We thus obtain, discarding the negative term on the right-hand side
[TABLE]
this holds for all . The very definitions of and then imply
[TABLE]
since in . Moreover, the left-hand side can be bounded from below as
[TABLE]
and we conclude with
[TABLE]
∎
Therefore, if (3.32) holds, then for all we find such that after integration, denoting for , we have
[TABLE]
We can now deduce the following.
Proposition 3.4**.**
Let be a solution to (3.1) in and suppose that (3.32) holds for some . Then
[TABLE]
where is a constant depending on and .
Proof.
Note that taking independent of time cut-off functions, the Caccioppoli’s inequality does not contain the terms containing on the right-hand side. In particular we set
[TABLE]
and we have
[TABLE]
Setting and using Sobolev’s inequality (2.10) (possibly the boundary version mentioned in the last remark of Paragraph 2.3) we infer, with defined in (2.9) and the agreement in (2.11),
[TABLE]
Note all this is possible since when is small enough, and hence vanishes in a neighborhood of by the boundary continuity of . Now reasoning as after (3.1.3), a standard hyper-geometric iteration lemma yields (3.34) provided that is chosen small enough, depending on and ; this finally fixes . ∎
4. The approximate boundary continuity
The goal of this Section is the iteration of the results of the previous Section; this will give in a standard way, as a consequence, the boundary continuity. Moreover, we shall show how to explicitly infer the modulus described in (1.7).
4.1. Iterative estimates
The goal of the next Proposition will be twofold. On the one hand, we show how to set the estimates (3.29) and (3.34) into an iterative scheme. On the other hand, we unify the interior (presented in [1]), initial and lateral boundary cases in order to have estimates slightly more manageable.
Proposition 4.1**.**
Let , and , where has been defined in (1.5); set
[TABLE]
Then there exist constants depending only on and such that for any decreasing sequence with
[TABLE]
and moreover defining for
[TABLE]
we have the following: If is a continuous weak solution to (3.1) in with and such that
[TABLE]
for some , then
[TABLE]
Proof.
Fix as in the statement of the Proposition and suppose that (4.3) holds. Observe that by considering the time instead of , we may write both and as backwards in time cylinders:
[TABLE]
for . Notice that it could indeed happen that . In order to have some freedom we choose two auxiliary parameters
[TABLE]
Note that not only do we have , but the ratios
[TABLE]
can be made as small as we please by choosing small enough (note that ). Moreover, we set
[TABLE]
is the exponent appearing in [1, Theorem 1.2], relabeled; its explicit value is not important here, only the fact that . is the constant appearing in [1, Theorem 1.2], larger than one and depending on and ; note that the dependence on is meaningful only in the case . We fix, in this case, so that in any case .
Case 1. Interior estimate. Let us first assume that . Since and
[TABLE]
for small enough , we have . Using now [1, Remark 4.3] and the proof of [1, Theorem 4.1] we see that
[TABLE]
and the inclusion follows choosing small enough depending on and . Indeed, first we take so that (see (4.5)). Then we notice that, since ,
[TABLE]
Now if we choose yielding
[TABLE]
then this quantity can be made smaller than one by choosing further small. Note that when we decrease the value of in what follows, we shall decrease also the value of accordingly.
Case 2. Initial boundary. Suppose that touches the initial boundary, that is, . We define
[TABLE]
and we assume that
[TABLE]
holds. We are thus in a position to apply Lemma 3.3 and to subsequently infer (3.34):
[TABLE]
the last inequality holds, since and . Since and
[TABLE]
for small, we also have . Note indeed that
[TABLE]
for small enough . Thus,
[TABLE]
after having subtracted from both sides and taking . The case
[TABLE]
can be reduced to the previous one simply observing that satisfies an equation structurally similar to (3.1) with replacing as boundary datum; thus also in this case we conclude with (4.8). To conclude, note that we may assume that , because otherwise
[TABLE]
Thus, if neither (4.7) nor (4.9) holds, subtracting the converse inequalities gives
[TABLE]
in view of (4.3) this implies .
Case 3. Lateral boundary. We finally assume that . The idea is to use the results of Section 3.1 with , and , which yield
[TABLE]
Since is close to the boundary, we find such that , and thus for a small we have using (4.5). Moreover, we estimate
[TABLE]
for small enough using (implied by (4.1)) and for ; recall that . Therefore , where
[TABLE]
moreover, we clearly have for small , if we set
[TABLE]
Now we assume that
[TABLE]
Possibly reducing the value of and noting that the map is increasing, (3.29) gives
[TABLE]
note that we are assuming . Using (4.3) and (4.1), we can bound the right-hand side of (4.10) by , which gives the result. The case
[TABLE]
is handled similarly; see Remark 3.2. In the remaining case we have, similarly to Case 2, that either
[TABLE]
or
[TABLE]
This concludes the proof of (4.4); and are now fixed as constants depending only on and . ∎
Claim 4.1**.**
Once fixed and as in (1.6), with defined in (1.7), fixed in Proposition 4.1, and defined in (4.2), the sequence with the choice satisfies (4.1); that is
[TABLE]
Moreover,
[TABLE]
Proof.
First, we obviously have by the choice of . For any fixed , using the elementary inequality that is valid for any , we have
[TABLE]
Now we estimate the argument of the exponential in the following way:
[TABLE]
since the map is decreasing. We compute, using the expression in (4.2) for ,
[TABLE]
and using (1.7) for the explicit expression of
[TABLE]
Thus, merging the estimates above and using again the aforementioned monotonicity and the expression for , we have
[TABLE]
We conclude by simply computing
[TABLE]
and since the last quantity is equal to , the first part of the Claim is proved. For the doubling property (4.11), it is enough to recall that . ∎
4.2. Uniform modulus of continuity
We finally prove that our approximate solution is almost equi-continuous. In order to fix a normalization condition, we assume that
[TABLE]
holds true.
Proposition 4.2**.**
Suppose that is a weak solution to (3.1) in attaining continuously the boundary values on , and suppose that (4.12) holds true. There is a modulus of continuity independent of and such that
[TABLE]
for every , where as .
Proof.
Fix . We first examine the case and look for a modulus of continuity of the form
[TABLE]
where is to be chosen, is defined in (1.7) with , and is a modulus of continuity for , as described in (1.4). The error is defined as the unique solution to
[TABLE]
and it is easy to see that as .
According to Proposition 4.1, we define inductively
[TABLE]
Here is defined as in (1.7) with the expression of above. We then fix as the largest index for which ; then for all . Moreover we let be such that and denote . Finally, note that if , then there is nothing to prove, by the concavity of . Thus we may assume that in the rest of the proof.
We proceed inductively, showing that
[TABLE]
for all . Note that (4.16) is certainly true for in view of (4.12), since . Assume that (4.16) holds for some . Since
[TABLE]
by the fact that , we see, by the doubling property given by Claim 4.1, that
[TABLE]
The first inequality follows by choosing , , since clearly
[TABLE]
Thus, since and therefore , by Proposition 4.1 and Claim 4.1 (note that ), we obtain
[TABLE]
proving the induction step.
Now, if we have , then (4.16) holds in particular for . If on the other hand we use (4.16) with ; in this case, we have
[TABLE]
As a consequence, merging the two cases, we get
[TABLE]
and this essentially finishes the proof, since by the definition of in , . On the other hand, if , then by (4.12)
[TABLE]
∎
We can also give a quantified version of the previous result. Set, for
[TABLE]
Proposition 4.3**.**
Suppose that is a weak solution to (3.1) as in Proposition 4.2, and moreover that the boundary value function has the “intrinsic” modulus of continuity
[TABLE]
for any , with some , where and has been defined in (1.7). Then
[TABLE]
for any with as .
Proof.
We can rescale , solution to (3.1), as we rescaled the solution to (2.4) in Paragraph 2.2, with . Then (4.19) implies
[TABLE]
Going back to (4.17) in the proof of Proposition 4.2 we see that is always true due to the condition (4.19) and the definitions in (4.2) (in particular, ). We are still in position to apply Proposition 4.2 to the solution of (2.4) since ; indeed, all the proofs of Section 3 are based only on the properties in (2.2) of . Thus we obtain (4.16) for any and then (4.18) for using an argument analogous to the one in the proof of Proposition 4.2. Scaling back to gives (4.20). ∎
5. The convergence proof
In this section we conclude the proof of our main theorems. We first show that our approximants converge to a continuous function which is a physical solution of the problem thus proving Theorem 1.1. Then we see that the solution we built has the modulus of continuity (1.7), which gives Theorem 1.2.
5.1. The Ascoli-Arzelà-type argument
We recall that solves the regularized Cauchy-Dirichlet probem
[TABLE]
where the regularization of has been defined in (2.1).
Note that by the maximum principle we have
[TABLE]
independently of ; moreover is continuous up to the boundary and it has an “equi-almost-uniform” modulus of continuity in the following sense: there exists a modulus of continuity , concave and continuous, such that and for every and it holds
[TABLE]
the function having the property that it vanishes as .
To prove (5.2), first we define as in Paragraph 2.1. Then we further rescale as in Paragraph 2.2 with and ; call the rescaled function instead of . In fact solves (3.1) with and replaced by , and the normalization condition (4.12) is clearly satisfied. We can thus make use of Proposition 4.2 say, and this in turn yields
[TABLE]
for some modulus of continuity ; we can take for the Euclidean distance in without loss of generality, by suitably modifying . Note that we have to use (5.1) too. This, in view of the Lipschitz regularity of yields (5.2) where we avoided relabeling the quantities on the right-hand side.
Call now , the function for the choice ; the sequence is equibounded thanks to (5.1) and, taking into account (5.2), satisfies
[TABLE]
for any . If we consider the numerable dense subset , by a standard diagonal argument, as a consequence of (5.1), we extract a subsequence, still denoted by , converging pointwise in to . Moreover, slightly modifying the proof of Ascoli-Arzelà (see for instance the proof given in [7, Page 17]), using condition (5.3) instead of equi-continuity, we show that the sequence actually converges pointwise in to a function which we shall call , and moreover, by a similar argument, the convergence is uniform. In particular, . The rest of the proof will be devoted in proving that is a local weak solution of (1.2). Assuming this for a moment, we now prove Theorem 1.2.
Proof of Theorem 1.2
The constant is the one in Proposition 4.1 while has been fixed in Lemma 4.1. The constant is defined, according to Proposition 4.1, as
[TABLE]
To prove (1.9) we distinguish two cases. If , then (1.8)1 directly implies that with and we recognize that, by our choice of , the cylinder is exactly the cylinder appearing in Proposition 4.1. In the proof of Proposition 4.2 we can clearly replace the renormalization in (4.12) with this local information, which is sufficient to start the iteration. On the other hand, jumping to Proposition 4.3, we note that for as in (1.8)2, , depending on data, and , so
[TABLE]
and (4.19) is satisfied. Thus we have (4.20) at hand for and, after passing to the limit as , we infer (1.9).
In the case , the proof is exactly the same except for the fact that before starting we rescale to as in Paragraph 2.2 with . We again obtain and (4.19), and we conclude by invoking (4.20) and scaling back to . Note that and (1.9) holds trivially if .
In the following paragraph we show that the pointwise limit is a physical solution to our problem, that is, it satisfies the weak formulation of Definition 1.1.
5.2. Convergence away from the jump
We consider the previously defined sequence which converges uniformly in to . Here it is more convenient to work with , which solves
[TABLE]
locally in , with having the same structure as , see (2.5). Note that also converges uniformly to . The reader might recall now that
[TABLE]
hence, in the set is a solution to a -Laplacian-type equation
[TABLE]
Now we fix . By the uniform convergence, there exists such that
[TABLE]
for all ; indeed
[TABLE]
if (and independently of) and if is large enough, by the uniform convergence of to . Hence is a solution to an evolutionary -Laplacian-type equation in for all . Therefore using an argument similar to the proof of [10, Theorem 5.3], we find not only that converges to uniformly in , but also almost everywhere in this set (and moreover ); we shall sketch the proof in the next Paragraph. At this point, using a diagonal argument, we get that there exists a subsequence of the defined in Paragraph 5.1, still denoted by , such that converges uniformly to in and moreover
[TABLE]
5.3. Almost everywhere convergence of the gradients.
We give here a short proof of the statement about the almost everywhere convergence of the gradients in the previous Paragraph. We only give a hint of the classic proof and refer to [2, 3, 10] for more details.
Take two concentric cylinders , two functions of the sequence and a “small” number . We test respectively the weak formulations of (5.5) for and with the functions
[TABLE]
is the usual truncation function of [2], with , and in . Note that are admissible since is a Lipschitz mapping and that this is actually a formal choice, due to the fact that these test functions do not have the needed time regularity. However, in [10, Proof of Theorem 5.3] it is shown how to appropriately perform this delicate double limiting procedure. Note that using the bi-Lipschitz relation (1.11) we infer, from (1.12) and (1.13), that
[TABLE]
for almost every and for all , with for the monotonicity condition and and for the continuity one; note that we also used the concavity of . Indeed
[TABLE]
where is clearly the concave modulus of continuity for when vary in the compact set . Now this choice, after some algebraic manipulations (performed in detail in the aforementioned Proof), leads to
[TABLE]
where the constant ultimately depends upon (hence on and ) but not on . In the last inequality we took into account the growth condition in (2.6), the standard energy estimate for the -Laplacian equation (5.5) together with the uniform bound (5.1).
The goal here is to prove that the sequence converges in measure, being a Cauchy sequence with respect to this convergence. This together with the fact that the gradients are uniformly bounded in the norm – and this follows again by the Caccioppoli’s estimate and (5.1) – would then lead to the needed almost everywhere convergence. To this aim we define, for as above and the sets
[TABLE]
First note that, enlarging appropriately the domains of integration, we infer
[TABLE]
by (5.7) together with (5.1) and (5.3), for an appropriate test function equal to one on . In order to prove that the sequence is a Cauchy sequence with respect to the convergence in measure, that is, that for any , once we fix we can find such that for all , we then split
[TABLE]
for appropriate that will be chosen in the follwing lines. Notice now that since converges uniformly, then in particular it is a Cauchy sequence in and hence provided we take large enough. Moreover, since the sequence is bounded in , then for large enough; hence we can restrict now our attention on the set . We consider the set
[TABLE]
(notice that and are fixed) and we consider, for , the function
[TABLE]
by the continuity of , the compactness of and the monotonicity of in (5.7), we infer that for almost every . By (5.3) we then have
[TABLE]
and since a.e. in , we conclude with for small enough (recall has been already fixed). Hence we have proved that is a Cauchy sequence with respect to the convergence in measure. This, together with the convergence of , yields that actually converges to in measure and hence there exists a subsequence which converge almost everywhere. Since the argument above actually holds for every subsequence, then almost everywhere convergence takes place for the full sequence . Finally, since is an arbitrary compactly contained subset of and the whole sequence converges almost everywhere, we have almost everywhere convergence in the whole . The fact that now simply follows by Lebesgue’s dominated convergence Theorem and by the fact that the sequence is equibounded in .
5.4. Convergence near the jump
In order to infer information on the behavior of the gradient of the approximating solutions in the set close to , we (formally) test the equation (5.4) with the function , for some fixed , where has been defined in (5.6) and . The rigorous treatment needs a mollification in time, see [1] for details. We note that since
[TABLE]
we have, with as in (2.7)
[TABLE]
For the parabolic term we formally have
[TABLE]
We can discard the first term since
[TABLE]
the mapping being odd with respect to the point and . Moreover,
[TABLE]
by the fact that and (5.1). Thus, also in view of (5.1), we can finally estimate
[TABLE]
where depends on , and the test function .
5.5. Passing to the limit
We now want to pass to the limit in the weak formulation of (5.4); this, once fixed , , and a test function as in Definition 1.1, reads as
[TABLE]
By the continuity of , the first term converges to
[TABLE]
as ; indeed . The second and the fourth terms converge to
[TABLE]
where belongs to the graph (in particular, if ). Finally, by uniform convergence we can find , depending on and , such that
[TABLE]
Hence we can bound, for ,
[TABLE]
by (5.10), with ; here we must take as an appropriate cut-off function, equal to one on the support of . Hence if we pass to the limit (superior) in (5.11) with fixed, by rearranging terms we get
[TABLE]
with , since the equibounded sequence converges to a limit (possibly only superior) such that by (5.5). Now we take the limit and we get
[TABLE]
Using well-known properties of Sobolev functions and (1.11), the second integral is equal to the integral over of the same function. Hence, we have proved that the pointwise limit defined in Paragraph 5.1 is a local weak solution to (1.2) in the sense of Definition 1.1.
Acknowledgments: This paper was partially conceived while the authors were part of the research program “Evolutionary Problems” at the Institut Mittag-Leffler (Djursholm, Sweden) in the Fall 2013. The support, the hospitality and the optimal environment of the Institut is gratefully acknowledged. The paper was concluded after visits of PB and JMU to Aalto University and of TK to the University of Coimbra. The authors are grateful to both institutions.
PB has been supported by the Gruppo Nazionale per l’Analisi Matematica, la Probabilità e le loro Applicazioni (GNAMPA) of the Istituto Nazionale di Alta Matematica (INdAM). TK and CL were supported by the Academy of Finland project “Regularity theory for nonlinear parabolic partial differential equations”. CL has also been supported by the Vilho, Yrjö and Kalle Väisälä Foundation. JMU was partially supported by CMUC – UID/MAT/00324/2013, funded by the Portuguese Government through FCT/MCTES and co-funded by the European Regional Development Fund through the Partnership Agreement PT2020.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] P. Baroni, T. Kuusi, J.M. Urbano : A quantitative modulus of continuity fot the two-phase Stefan problem, Arch. Rational Mech. Anal. 214 (2014), no. 2, 545–573.
- 2[2] L. Boccardo and T. Gallouët : Nonlinear elliptic and parabolic equations involving measure data, J. Funct. Anal. 87 (1989), no. 1, 149–169.
- 3[3] L. Boccardo, A. Dall’Aglio, T. Gallouët, L. Orsina : Nonlinear parabolic equations with measure data, J. Funct. Anal. 147 (1997), no.1, 237–258.
- 4[4] E. Di Benedetto : Continuity of weak solutions to certain singular parabolic equations, Ann. Mat. Pura Appl. (4) 103 (1982), 131–176.
- 5[5] E. Di Benedetto : A boundary modulus of continuity for a class of singular parabolic equations, J. Differential Equations 63 (1986), no. 3, 418–447.
- 6[6] E. Di Benedetto : Degenerate parabolic equations , Universitext, Springer-Verlag, New York, 1993.
- 7[7] E. Di Benedetto : Partial differential equations , Birkhäuser Boston, Boston, MA, 1995.
- 8[8] E. Di Benedetto, J.M. Urbano and V. Vespri : Current issues on singular and degenerate evolution equations , Evolutionary equations. Vol. I, Handb. Differ. Equ., 169–286, North-Holland, Amsterdam, 2004.
