Partial data inverse problems for quasilinear conductivity equations
Introduction and statement of results
We show that the knowledge of the Dirichlet-to-Neumann maps given on an arbitrary open non-empty portion of the boundary of a smooth domain in R n , n ≥ 2 , for classes of semilinear and quasilinear conductivity equations, determines the nonlinear conductivities uniquely. The main ingredient in the proof is a certain L 1 -density result involving sums of products of gradients of harmonic functions which vanish on a closed proper subset of the boundary.
Let , , be a connected bounded open set with boundary. Let us consider the Dirichlet problem for the following isotropic semilinear conductivity equation,
1.1
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Here we assume that the function satisfies the following conditions,
- the map is holomorphic with values in the Hölder space with some ,
-
, for all .
The semilinear conductivity equation (1.1) can be viewed as a steady state semilinear heat equation where the conductivity depends on the temperature, and in physics, such models occur, for instance, in nonlinear heat conduction in composite materials, see [[23]].
It is shown in Theorem B.1 that under the assumptions (a) and (b), there exist and such that when , the problem (1.1) has a unique solution satisfying . Let be an arbitrary non-empty open subset of the boundary . Associated to the problem (1.1), we define the partial Dirichlet-to-Neumann map
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where with . Here is the unit outer normal to the boundary.
We are interested in the following inverse boundary problem for the semilinear conductivity equation (1.1): given the knowledge of the partial Dirichlet-to-Neumann map , determine the semilinear conductivity in . Our first main result gives a complete solution to this problem.
Theorem 1.1
Let , , be a connected bounded open set with boundary, and let be an arbitrary open non-empty subset of the boundary . Let satisfy the assumptions (a) and (b). If then in .
It is also of great interest and importance to consider inverse boundary problems for nonlinear conductivity equations with conductivities depending not only on the solution u but also on its gradient, . Such equations occur, in particular, in the study of transport properties of non-linear composite materials, see [[36]], as well as in glaciology, when modeling the stationary motion of a glacier, see [[12]]. Furthermore, such equations can be considered as a simple scalar model of the nonlinear elasticity system, see [[44], Section 2]. To this end, we are able to solve partial data inverse boundary problems for a class of quasilinear conductivities of the form , depending on the space variable, the solution, as well as the derivative of the solution in a fixed direction . To state the result, let be fixed and let us consider the Dirichlet problem for the following isotropic quasilinear conductivity equation,
1.2
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Here we assume that the function satisfies the following conditions,
- the map is holomorphic with values in with some ,
-
, for all and all .
It is established in Theorem B.1 that under the assumptions (i) and (ii) for each , there exist and such that when , the problem (1.2) has a unique solution satisfying . Associated to the problem (1.2), we define the partial Dirichlet-to-Neumann map
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where with and .
Our second main result is as follows.
Theorem 1.2
Let , , be a connected bounded open set with boundary, and let be an arbitrary open non-empty subset of the boundary . Let be fixed. Assume that satisfy the assumptions (i) and (ii). Let be a set which has a limit point in . Then if for all , we have
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then in .
Note that in Theorem 1.2 the Dirichlet-to-Neumann maps map the Dirichlet data , which is not supported on , unless , to the Neumann data which is measured on .
Remark 1.3
To the best of our knowledge, the partial data results of Theorem 1.1 and Theorem 1.2 are the first partial data results for nonlinear conductivity equations.
Remark 1.4
It might be interesting to note that an analog of the partial data results of Theorem 1.1 and Theorem 1.2 is still not known in the case of the linear conductivity equation in dimensions . We refer to [[17]] for the corresponding partial data result for the linear conductivity equation in dimension .
Remark 1.5
An analog of Theorem 1.1 in the full data case, i.e. when , was proved in [[42]] where instead of working with small Dirichlet data one considers small perturbations of constant Dirichlet data as in (1.2). Furthermore, it was assumed in [[42]] that the semilinear conductivity is strictly positive while no analyticity was required. The proof of [[42]] relies on a first order linearization of the Dirichlet-to-Neumann map at constant Dirichlet boundary values which leads to the inverse boundary problem for the linear conductivity equation and therefore, an application of results of [[47]] and [[35]] for the linear conductivity problem in dimensions and in dimension , respectively, gives the recovery of the semilinear conductivity.
Remark 1.6
To the best of our knowledge Theorem 1.2 is new even in the full data case. Indeed, in the full data case, so far authors have only considered the recovery of conductivities of the form , see e.g. [[42], [46]], or of the form , see e.g. [[34], [41]], or conductivities which depend x and in some specific way, see e.g. [[5]]. We obtain in Theorem 1.2, for what seems to be the first time, the recovery of some general class of quasilinear conductivities of the form , depending on the space variable, the solution, as well as the derivative of the solution in a fixed direction.
Remark 1.7
The assumption that the conductivity is holomorphic as a function in Theorem 1.2 is motivated by the proof of the solvability of the forward problem and the differentiability with respect to the boundary data. This assumption could perhaps be weakened and one could show that the full knowledge of the partial Dirichlet-to-Neumann map determines the conductivity . As the main focus of this paper is on establishing the partial data inverse results, we decided not to elaborate upon this issue further.
We remark that starting with [[27]], it has been known that nonlinearity may be helpful when solving inverse problems for hyperbolic PDE. Analogous phenomena for nonlinear elliptic equations have been revealed and exploited in [[10], [29]], see also [[24]–[26], [28], [30]]. A noteworthy aspect of all of these works is that the presence of a nonlinearity enables one to solve inverse problems for nonlinear PDE in situations where the corresponding inverse problems for linear equations are still open. The present paper is also concerned with illustrating this general phenomenon.
Let us proceed to discuss the main ideas of the proofs of Theorem 1.1 and Theorem 1.2. Using the technique of higher order linearizations of the partial Dirichlet-to-Neumann map, introduced in [[10], [29]], see also [[42], [46]] for the use of the second linearization, we reduce the proof of Theorem 1.2 to the following density result.
Theorem 1.8
Let , , be a connected bounded open set with boundary, let be an open non-empty subset of , let be fixed, and let be fixed. Let be such that
1.3
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for all functions harmonic in with , . Then in .
Similarly, using higher order linearizations of the partial Dirichlet-to-Neumann map, we show that Theorem 1.1 will follow from the following density result.
Theorem 1.9
Let , , be a connected bounded open set with boundary, let be an open non-empty subset of , and let be fixed. Let be such that
1.4
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for all functions harmonic in with , . Then in .
Theorems 1.8 and 1.9 can be viewed as extensions of the results of [[8]] and [[24]]. Indeed, it was proved in [[8]] that the linear span of the set of products of harmonic functions in which vanish on a closed proper subset of the boundary is dense in , and this density result was extended in [[24]] by showing that the linear span of the set of scalar products of gradients of harmonic functions in which vanish on a closed proper subset of the boundary is also dense in .
To prove Theorem 1.8, we shall follow the general strategy of the work [[8]], see also [[24]]. We first establish a corresponding local result in a neighborhood of a boundary point in assuming, as we may, that is a small open neighborhood of this point, see Proposition 2.1 below. We then show how to pass from this local result to the global one of Theorem 1.8. The essential difference here compared with the works [[8], [24]] is that working with products of gradients in the orthogonality identity (1.3), we need to prove a certain Runge type approximation theorem in the -topology for any fixed, as opposed to and approximation results obtained in [[8]] and [[24]], respectively.
We shall only prove Theorem 1.8 as the proof of Theorem 1.9 is obtained by inspection of that proof as the only difference between the orthogonality relations (1.3) and (1.4) is that (1.3) contains with harmonic functions while (1.4) contains instead, and no new difficulties occur.
Remark 1.10
While the present paper was under review, the inverse boundary problem with full data, i.e. when the measurement are performed along the entire boundary , was solved in [[6]] for quasilinear isotropic conductivity of the form , showing that the quasilinear conductivity can indeed be uniquely determined from these measurements, provided that the map is is holomorphic with values in with some , and . It would be interesting to solve the partial data inverse problem for such conductivities to be on par with the full data result of [[6]]. The difficulty here compared with the recovery of the conductivities of the form in Theorem 1.2 is that higher order linearizations of the partial Dirichlet-to-Neumann map lead to a density statement in the spirit of Theorem 1.8 where instead of working with a scalar function f one has to work with a function with values in the space of symmetric tensors of rank . Furthermore, a challenge in the proof of partial data result compared with the full data result of [[6]] is that one has to work with harmonic functions which vanish on an arbitrary portion of the boundary in the density statement. It is not quite clear how to extend the analytic microlocal analysis framework of [[8]] to prove the needed density result in this more general situation.
Let us finally remark that inverse boundary problems for nonlinear elliptic PDE have been studied extensively in the literature. We refer to [[4], [7], [10], [15], [18]–[22], [26], [29], [34], [41]–[43], [45]], and the references given there. In particular, inverse boundary problems with partial data were studied for a certain class of semilinear equations of the form in [[25], [30]] relying on the density result of [[8]], for semilinear equations of the form in [[24]], and for nonlinear magnetic Schrödinger equations in [[28]].
The paper is organized as follows. In Sect. 2 we establish Theorem 1.8. Theorem 1.2 in proven in Sect. 3. The proof of Theorem 1.1 occupies Sect. 4. In Appendix A we present an alternative simple proof of Theorem 1.2 in the full data case. In Appendix B we show the well-posedness of the Dirichlet problem for our quasilinear conductivity equation, in the case of boundary data close to a constant one.
Proof of Theorem 1.8
We shall proceed by following the general strategy of [[8]]. It suffices to assume that is a proper open nonempty subset of , and even a small open neighborhood of some boundary point.
Local result
Theorem 1.8 will be obtained as a corollary of the following local result.
Proposition 2.1
Let , , be a bounded open set with boundary, and let be fixed. Let , and let be the complement of an open boundary neighborhood of . Then there exists such that if we have (1.3) for any harmonic functions satisfying , , then in .
Proof
It suffices to choose in (1.3). Hence, (1.3) implies that
2.1
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for all harmonic functions satisfying , . Our goal is to show that (2.1) gives that in with . Using conformal transformations (in particular Kelvin transforms) of harmonic functions as in [[8], Section 3], and arguing as in that work, we are reduced to the following setting: , the tangent plane to at is given by ,
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for some .
Let , , be the principal symbol of , holomorphically extended to . Let and let be such that and on . We shall work with harmonic functions of the form
2.2
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where r is the solution to the Dirichlet problem,
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By the boundary elliptic regularity, we have , and furthermore . Since in view of (2.1) we shall work with products of gradients of harmonic functions, we need to have good estimates for the remainder r in . To that end, in view of Sobolev's embedding, we would like to bound with , . Boundary elliptic regularity gives that for ,
2.3
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see [[9], Section 24.2]. Now by interpolation, we get
2.4
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see [[14], Theorem 7.22, p. 189]. We have
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where , and therefore,
2.5
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It follows from (2.4) and (2.5) that
2.6
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Using (2.3) and (2.6), we see that
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Taking and using the Sobolev embedding , we get
2.7
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Using that and on , we obtain from (2.7) that
2.8
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when .
Now the identity (2.1) implies that
2.9
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for all . Here and are harmonic functions of the form (2.2) and . Using that
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we obtain from (2.9) that
2.10
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where
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We shall next proceed to bound the absolute values of and . To that end, first note that when , using the fact that , we have
2.11
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Using (2.8) and (2.11), we obtain that for all , , ,
2.12
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and
2.13
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As noticed in [[8]], the differential of the map
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at a point is surjective, provided that and are linearly independent. The latter holds if and with given as follows. Recall that is fixed. Then there exists , and if we set where 1 is on the kth position. If then we set .
Note that and . An application of the inverse function theorem gives that there exists small such that any , , may be decomposed as where , and with some . We obtain that any such that for some , may be decomposed as
2.14
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It follows from (2.14) that
2.15
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We also conclude from (2.14) that for small enough,
2.16
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Hence, assuming that , we obtain from (2.10) with the help of (2.12), (2.13), (2.14), (2.15), (2.16) that
2.17
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for all such that and sufficiently small. Here N is a fixed integer which depends on k and m. The estimate (2.17) is completely analogous to the bound (3.8) in [[8]], and hence, the proof of Proposition 2.1 is completed by repeating the arguments of [[8]] exactly as they stand. The idea is to extrapolate the exponential decay to more values of the frequency variable z which is achieved in [[8]] by using a variant of the proof of the Watermelon theorem.
Next in order to pass from this local result to the global one of Theorem 1.8, we need a Runge type approximation theorem in the -topology, , which will extend [[8], Lemma 2.2] and [[24], Lemma 2.2], where approximations in the and topologies were established, respectively. To prove such an approximation theorem, we need to recall some facts about based Sobolev spaces which we shall now proceed to do.
Some facts about Lp based Sobolev spaces
Let , , be a bounded open set with boundary, and let . Then we have for the dual space of the Sobolev space ,
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where
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and , see [[3], page 163], [[38], Section 4.3.2]. The duality pairing is defined as follows: if and , we set
2.18
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where is an arbitrary extension of u, see [[2], Theorem 9.7] for the existence of such an extension, and is the extension of scalar product . One can show that the definition (2.18) is independent of the choice of an extension.
We shall also need the following fact, see [[38], Section 4.3.2, p. 318].
Proposition 2.2
is dense in with respect to topology.
We have the following result concerning the solvability of the Dirichlet problem for the Laplacian, see [[32], Theorem 7.10.2, p. 494].
Theorem 2.3
Let and with . Then the Dirichlet problem
Graph
has a unique solution . Moreover,
Graph
We shall also need the following result about the structure of distributions in supported by a smooth hypersurface in . We refer to [[1], Theorem 5.1.13], [[31], Lemma 3.39] for this result in the case of distributions in . Since we did not find a reference for the case of distributions in with , we shall present the proof of this result here.
Proposition 2.4
Let F be a smooth compact hypersurface in . Let , with some , be such that . Then
Graph
Here and is the Besov space on the manifold F, see [[38], Section 2.3.1, p. 169], [[39]] for the definition, and for any , .
Proof
Introducing a partition of unity and making a smooth change of variables, we see that it suffices to establish the following local result: let , , such that , then with . In order to prove this result we follow [[31], Lemma 3.39].
First we claim that if is such that then . To that end, we let
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Then and therefore, by [[2], Proposition 9.18], . Thus, there exist sequences such that in as . Letting
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we see that , near , and in . Hence, we have , and therefore, , establishing the claim.
To proceed we need the following result, see [[33], [13], Theorem 1.5.1.1, p. 37]. The trace operator , which is defined on , has a unique continuous extension as an operator,
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This operator has a right continuous inverse, the extension operator,
Graph
so that for all .
Now we define
2.19
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We have
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and therefore, . Note that when ,
Graph
see [[38], Section 2.5, p. 190, and Section 2.6.1, p. 198].
Finally, we claim that . Indeed, letting and using (2.19) and our first claim, we get
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This completes the proof of Proposition 2.4.
Runge type approximation
Let , , be two bounded open sets with boundaries such that . Suppose that where is open with boundary. Let , , be the solution operator to the Dirichlet problem,
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The following result is an extension of [[8], Lemma 2.2] and [[24], Lemma 2.2], where the similar density results were obtained in the and topologies, respectively.
Lemma 2.5
The space
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is dense in the space
Graph
with respect to the -topology, for any .
Proof
We shall follow the proof of [[24], Lemma 2.2] closely, adapting it to the based Sobolev spaces. Let , , be such that
2.20
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for any , . In view of the Hahn–Banach theorem, we have to prove that
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for any .
To that end, we first note that as and , we have . By [[2], Proposition 9.18], we can view as an element of via an extension by 0 to . By the definition of , there exists a sequence such that in . We have in view of (2.20) that
2.21
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Next, Proposition 2.2 implies that there is a sequence such that in . Consider the following Dirichlet problems,
2.22
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By Theorem 2.3, the problems (2.22) have unique solutions and , respectively.
Using (2.21), (2.22), we get
2.23
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Here we have used Green's formula, the fact that , and that
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which is a consequence of Theorem 2.3.
It follows from (2.23) that in . This together with the fact that , in view of [[2], Proposition 9.18], allows us to conclude that . Thus, there exists a sequence be such that in , and therefore, in .
Let and let be an extension of u. Using Green's formula, we get
2.24
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Let . We have that , in view of the fact that , and (2.22). An application of Proposition 2.4 gives therefore
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It also follows from (2.22) that , and hence, . Here is a bounded open set with boundary, and therefore, there exists a sequence such that in , see [[38], Section 4.3.2, p. 318]. Thus, we get
2.25
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where the last equality follows from the fact that . Combining (2.24) and (2.25), we see that
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From local to global results. Completion of proof of Theorem 1.8
We follow [[8]]. Let . Assuming that f satisfies (1.3) and using Proposition 2.1, we would like to show that f vanishes inside . To that end, let and let us fix a point . Let be a curve joining to such that , is the interior normal to at and , for all . We set
Graph
and
Graph
By Proposition 2.1, we have if is small enough. First as in [[8]], I is a closed subset of [0, 1]. If one proves that I is open then due to the fact that [0, 1] is connected. This implies that , and as is an arbitrary point of , we conclude that in , and this will complete the proof of Theorem 1.8. Hence, we only need to prove that the set I is open in [0, 1].
To this end, let and be small enough so that . Arguing as in [[8], [24]], we smooth out into an open subset of with smooth boundary such that
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and where is an open set with boundary. By smoothing out the set , with sufficiently small, we enlarge the set into an open set with smooth boundary so that
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Let be the Green kernel associated to the open set ,
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We have , see [[40], Section 8.1]. Let us consider
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where . The function v is harmonic in all variables . Since on , we have
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where . Now when , the Green function is harmonic on , and . By the orthogonality condition (1.3), we have when , .
As is harmonic in all variables , and is connected, by unique continuation, we get that when , i.e.
2.26
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Let , , . Multiplying (2.26) by , and integrating, we get
2.27
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Now it follows from the definition of W in Lemma 2.5 that any is given by
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where , . This together with (2.27) gives that
2.28
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for all .
The -linear form,
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is continuous in view of Hölder's inequality. An application of Lemma 2.5 with shows that (2.28) holds for all harmonic in which vanish on . Proposition 2.1 implies that f vanishes on a neighborhood of , and therefore, I is an open set. The proof of Theorem 1.8 is complete.
Proof of Theorem 1.2
First it follows from (i) and (ii) that for each fixed, can be expanded into a power series
3.1
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converging in the topology. Furthermore, the map is holomorphic with values in .
Let be arbitrary but fixed. Let , , and consider the Dirichlet problem (1.2) with
3.2
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Then for all sufficiently small, the problem (1.2) has a unique solution close to in -topology, which depends holomorphically on , with values in .
We shall use an induction argument on to prove that the equality
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for all sufficiently small and all , , , gives that .
First let and we proceed to carry out a second order linearization of the partial Dirichlet-to-Neumann map. Let be the unique solution close to in -topology of the Dirichlet problem,
3.3
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for . The solution is with respect to for sufficiently small in view of Theorem B.1. Applying , , to (3.3), and using that , we get
3.4
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where . It follows that .
Applying to (3.3) and letting , we obtain that
3.5
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.
The fact that for all small , and all with , gives that
3.6
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An application of to (3.6) yields that
3.7
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Multiplying the difference of two equations in (3.5) by harmonic in , integrating over , using Green's formula and (3.7), we obtain that
3.8
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provided that . It follows from (3.8) that
3.9
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for all harmonic in such that , . An application of Theorem 1.8 with allows us to conclude that in . Now as is arbitrary and the functions , , are holomorphic, by the uniqueness properties of holomorphic functions, we have in .
Let and assume that
3.10
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for all . Let be arbitrary but fixed. To prove that in , we carry out the mth order linearization of the partial Dirichlet-to-Neumann map. In doing so, we let be the unique solution close to in -topology of the Dirichlet problem,
3.11
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for . We shall next apply to (3.11). To this end, we first note that is a sum of terms each of them containing positive powers of , which vanishes when . The only term in which does not contain a positive power of is
3.12
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Finally, the expression is independent of . Indeed, this follows from (3.10), the fact that this expression contains only the derivatives of of the form with , , and the fact that
3.13
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for , . The latter can be seen by induction on s, applying the operator to (3.11) and using (3.10) as well as the unique solvability of the Dirichlet problem for the Laplacian. Thus, an application to (3.11) gives
3.14
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cf. (3.12). Here and
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The fact that for all small and all with , , yields (3.6). Applying of to (3.6), using (3.10) and (3.13), we obtain that
3.15
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Using (3.14), (3.15), and proceeding as in the case , we get
3.16
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for all harmonic in such that , . Applying Theorem 1.8, we conclude that in . Now as is arbitrary and the functions , , are holomorphic, we have in . This completes the proof of Theorem 1.2.
Proof of Theorem 1.1
First it follows from (a) and (b) that can be expanded into the following power series,
4.1
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converging in the topology.
Let , , and consider the Dirichlet problem (1.1) with f given by (3.2). For all sufficiently small, the problem (1.1) has a unique small solution , which depends holomorphically on .
As in the proof of Theorem 1.2, we use an induction argument on to show that implies that .
First let and we perform a second order linearization of the partial Dirichlet-to-Neumann map. Let be the unique solution small solution of the Dirichlet problem,
4.2
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for . Applying , , to (4.2), and using that , we see that
4.3
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where . We have therefore .
Applying to (4.2) and setting , we get
4.4
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. The fact that for all small , and all with , implies that
4.5
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Applying to (4.5), we get
4.6
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Multiplying the difference of two equations in (4.4) by harmonic in , integrating over , using Green's formula and (4.6), we obtain that
4.7
Graph
provided that . Thus, (4.7) gives that
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for all harmonic in such that , . By Theorem 1.9 with , we get in .
Let and assume that , for all . To prove that in , we perform the mth order linearization of the partial Dirichlet-to-Neumann map. In doing so, we let be the unique small solution of the Dirichlet problem,
4.8
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for . Applying to (4.8), and arguing as in Theorem 1.2, we obtain that
4.9
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Here and
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which is independent of j.
Now the equality for all small and all with , , implies (4.5). Applying of to (4.5), we obtain that
4.10
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Proceeding as in the case , and using (4.9), (4.10), we get
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for all harmonic in such that , . An application of Theorem 1.9 allows us to conclude that in . This completes the proof of Theorem 1.1.
Acknowledgements
We are very grateful to the referees for helpful comments and suggestions. The work of Y.K is partially supported by the French National Research Agency ANR (project MultiOnde) grant ANR-17-CE40-0029. The research of K.K. is partially supported by the National Science Foundation (DMS 1815922, DMS 2109199). The research of G.U. is partially supported by NSF, a Walker Professorship at UW and a Si-Yuan Professorship at IAS, HKUST. Part of the work was supported by the NSF grant DMS-1440140 while K.K. and G.U. were in residence at MSRI in Berkeley, California, during Fall 2019 semester.
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Data sharing not applicable to this article as no datasets were generated or analysed during the current study.
Declarations
Conflict of interest
The authors have no conflicts of interest to declare that are relevant to this article.
Appendix A. Proof of Theorem 1.2 in the case of full data
Note that the result of Theorem 1.2 is new even in the case of full data, i.e. , and the purpose of this appendix is to present an alternative simple proof in this case.
Using the linearization of the Dirichlet-to-Neumann map , we shall see below that the proof of Theorem 1.2 in the full data case will be a consequence of the following density result.
Proposition A.1
Let , , be a bounded open set with boundary, let be fixed and let be fixed. Let be such that
A.1
Graph
for all functions harmonic in . Then in .
Proof
Let and consider such that . Let . Setting
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so that and harmonic. Substituting and into (A.1) and using that , we get
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and therefore, we have
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for all , , and all . Hence, .
Let be arbitrary but fixed. We shall use an induction argument on to prove that the equality
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for all sufficiently small and all , , , gives that .
First when , taking in (3.9) and using Proposition A.1 with , we get in . Now as is arbitrary, we have in .
Let . Let be arbitrary but fixed. Letting in (3.16) and using Proposition A.1, we see that in . Again, as is arbitrary, we get in . This completes the proof of Theorem 1.2 in the full data case.
Appendix B. Well-posedness of the Dirichlet problem for a quasilinear conductivity equation
In this appendix we shall recall a standard argument for showing the well-posedness of the Dirichlet problem for a quasilinear conductivity equation.
Let , , be a bounded open set with boundary. Let and and let be the standard Hölder space on , see [[16], [24]]. We observe that is an algebra under pointwise multiplication, with
B.1
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see [[16], Theorem A.7]. We write .
Let , be fixed. Consider the Dirichlet problem for the following isotropic quasilinear conductivity equation,
B.2
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with . We assume that the function satisfies the following conditions,
- the map is holomorphic with values in with some ,
-
.
It follows from (i) and (ii) that can be expand into a power series
B.3
Graph
converging in the topology.
We have the following result.
Theorem B.1
Let be fixed. Then under the above assumptions, there exist , such that for any , the problem (B.2) has a solution which satisfies
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The solution u is unique within the class and it is depends holomorphically on . Furthermore, the map
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is holomorphic.
Proof
Let be fixed, and let
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Consider the map,
B.4
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Following [[29]], we shall make use of the implicit function theorem for holomorphic maps between complex Banach spaces, see [[37], p. 144]. First we check that F enjoys the mapping property (B.4). To that end in view of the fact that is an algebra under pointwise multiplication, we only need to show that . In doing so, by Cauchy's estimates, we get
B.5
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for all , , and . With the help of (B.1) and (B.5), we obtain that
B.6
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Taking and , we see that the series
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converges in . Hence, in view of (B.3), .
Let us show that F in (B.4) is holomorphic. First F is locally bounded as it is continuous in (f, u). Hence, we only need to check that F is weak holomorphic, see [[37], p. 133]. To that end, letting , we show that the map
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is holomorphic in with values in . Clearly, we only have to check that the map is holomorphic in with values in . This is a consequence of the fact that the series
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converges in , locally uniformly in , in view of (B.6).
We have and the partial differential is given by
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It follows from [[11], Theorem 6.15] that the map is a linear isomorphism.
An application of the implicit function theorem, see [[37], p. 144], shows that there exists and a unique holomorphic map such that and for all . Letting and using that S is Lipschitz continuous and , we have
Graph
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By Yavar Kian; Katya Krupchyk and Gunther Uhlmann
Reported by Author; Author; Author