Partial data inverse problem with $L^{n/2}$ potentials
By Francis J. Chung and Leo Tzou
Abstract
We construct an explicit Green’s function for the conjugated Laplacian $e^{-\omega \cdot x/h}\Delta e^{-\omega \cdot x/h}$, which lets us control our solutions on roughly half of the boundary. We apply the Green’s function to solve a partial data inverse problem for the Schrödinger equation with potential $q \in L^{n/2}$. Separately, we also use this Green’s function to derive $L^p$ Carleman estimates similar to the ones in Kenig-Ruiz-Sogge [Duke Math. J. 55 (1987), pp. 329–347], but for functions with support up to part of the boundary. Unlike many previous results, we did not obtain the partial data result from the boundary Carleman estimate—rather, both results stem from the same explicit construction of the Green’s function. This explicit Green’s function has potential future applications in obtaining direct numerical reconstruction algorithms for partial data Calderón problems which is presently only accessible with full data [Inverse Problems 27 (2011)].
1. Introduction
In this article we give an explicit construction of a “Dirichlet Green’s function” for the conjugated Laplacian $e^{-x\cdot \omega /h} h^2\Delta e^{x\cdot \omega /h}$ on a bounded smooth domain $\Omega \subset \mathbb{R}^n$ for $n\geq 3$. We apply the Green’s function to solve the longstanding partial data Calderón problem with unbounded Schrödinger potential in $L^{n/2}(\Omega )$ for $n\geq 3$.
Let $\Omega \subset \mathbb{R}^n$($n\geq 3$) be a smooth domain contained in $\mathbb{R}^n$ with outward pointing normal $\nu$ along the boundary and let $\omega _0\in \mathbb{R}^n$ be a unit vector. Define
and let $\mathbf{F} \subset \partial \Omega$ be an open neighbourhood containing $\Gamma _+^0$ and $\mathbf{B}\subset \partial \Omega$ be an open neighbourhood containing $\Gamma _-^0$. We make the additional assumption that in the coordinate system given by $(x',x_n) \in \omega _0^\perp \oplus \mathbb{R}\omega _0$, the complements of $\mathbf{B}$ and $\mathbf{F}$ are disjoint unions of an open subset of $\partial \Omega$ so that the components $\Gamma _j$ of the disjoint union are compactly contained in the graph $x_n = f_j(x')$ for some smooth function $f_j$.
If zero is not an eigenvalue of the operator $-\Delta + q$, then $q \in L^{n/2}(\Omega )$ gives rise to a well-defined Dirichlet-to-Neumann map
(We refer the reader to the appendix of Reference 13 for the definition of the Dirichlet-to-Neumann map for $q\in L^{n/2}(\Omega )$.) We have the following theorem.
To date this is the only partial data Calderón problem result for unbounded potentials. The integrability assumption that $q_j \in L^{n/2}$ is optimal in the context of well-posedness theory for the Dirichlet problem for $L^p$ potentials; $L^{n/2}$ is also the optimal Lebesgue space for the strong unique continuation principle to hold (see Reference 17 for more).
Using a well-known argument Theorem 1.1 leads directly to identifying scalar conductivities $\gamma \in W^{2,n/2}$ from partial data. This comes from the fact that $\frac{\Delta \sqrt {\gamma }}{\sqrt {\gamma }} \in L^{n/2}$ if $\gamma \in W^{2,n/2}$ and $\gamma \geq c>0$. One can then proceed as in Corollary 0.2 of Reference 3 to show the following.
Note that there are conductivities in $W^{2,n/2}$ which are not contained in the cases considered by Reference 23. In fact, since $W^{1,n}\subset \text{BMO}$ but not in $L^\infty$ this result allows one to consider partial data problems for some conductivities which are not Lipschitz. So even in the special case of the conductivity equation this gives a new result.
Traditionally the study of partial data problems are limited to bounded potentials due to their reliance on $L^2$ Carleman estimates on bounded domains. We circumvent this difficulty by constructing instead an explicit (conjugated) Green’s function which has good $L^p$ estimates in addition to desirable boundary conditions. Let $\omega \in \mathbb{R}^n$ be a unit vector and let $\Gamma \subset \partial \Omega$ be an open subset which is compactly contained in $\{x\in \partial \Omega \mid \nu (x)\cdot \omega >0\}$. If $p' = \frac{2n}{n+2} <2< p = \frac{2n}{n-2}$, we have the following theorem, proved by an explicit construction via heat flow.
This Green’s function possesses several new features which makes it of potential use for studying a broad range of questions. First, note that in addition to desirable asymptotic $L^p$ and $L^2$ estimates, this Green’s function also allows us to impose the Dirichlet boundary condition on $\Gamma$. Secondly, we will see that its construction is by explicit integral kernels in contrast to the functional analysis based approach of Reference 3Reference 21Reference 29. The combination of these two features can inspire future progress in numerical algorithms for partial data reconstruction which are currently only available in the full data case Reference 1Reference 11. Furthermore, this Green’s function gives new Carleman estimates which may be of interest on their own (see Theorem 1.4 and the ensuing discussions).
We will provide some brief historical context for Theorems 1.1 and 1.3. The construction of the Green’s function for the conjugated Laplace operator was established by Sylvester-Uhlmann Reference 33 using Fourier multipliers with characteristic sets. They proved an $L^2$ estimate for their Green’s function and used it to solve the Calderón problem in dimensions $n\geq 3$ for bounded potentials. Chanillo in Reference 4 showed that the Sylvester-Uhlmann Green’s function also satisfies an $L^p\to L^{p'}$ estimate by applying using the result of Kenig-Ruiz-Sogge Reference 20. This allowed Chanillo to solve the inverse Schrödinger problem with full data for small potentials in the Fefferman-Phong class (which contains $L^{n/2}$). Related full data results were also proved by Lavine-Nachman Reference 24 and Dos Santos Ferreira-Kenig-Salo Reference 13. We will follow some of the techniques developed by these authors in Section 7.1.
The drawback to the Fourier multiplier construction of the Green’s function is that boundary conditions cannot be imposed. Bukhgeim-Uhlmann Reference 3 and Kenig-Sjöstrand-Uhlmann Reference 21 found a way to use Carleman estimates to overcome this problem and prove results for the Calderón problem with partial boundary data. Due to its versatility and robustness, this technique has since become the standard tool for solving partial data elliptic inverse problems. The review article Reference 19 contains an excellent overview of recent work in partial data Calderón-type problems; examples for other elliptic inverse problems can be found in Reference 31, Reference 32, Reference 22, Reference 9, and Reference 8.
This standard technique turns out to be insufficient for our purpose. The Carleman estimates in these papers are typically proved via an integration-by-parts procedure so that boundary conditions can be kept in check. The limitation of this approach is that only $L^2$-type estimates can be derived; none of the available techniques adapt well to $L^p$ setting for functions with boundary conditions. Thus for $q \notin L^{\infty }$, there are no partial data results for the Calderón problem for Schrödinger equations—although using a different method Reference 23 obtained a partial data result for low regularity conductivity equations.
The Reference 3Reference 21 approach has the additional drawback that the Green’s function one “constructs” is an abstract object arising from general statements in functional analysis, like the Hahn-Banach or Riesz representation theorems. This makes partial data reconstruction procedures like the ones in Reference 29 much more difficult to implement in a concrete setting than equivalent ones like Reference 28 for full data.
The Green’s function we construct in Theorem 1.3 has the explicit representation of the Fourier multiplier Green’s function of Sylvester-Uhlmann while at the same time allowing the boundary control of the existing methods. Due to its explicit representation as a parametrix, one can easily deduce $L^p$-type estimates as well as $L^2$-type estimates. In a forthcoming article the authors intend to apply the Green’s function constructed here to the problem of reconstruction. One expects that in the context of computational algorithms this Green’s function would open the door to direct inversion methods for partial data Calderón problems in $n\geq 3$ which is parallel to the full data case examined in Reference 1Reference 10Reference 11Reference 12.
Theorem 1.3 also directly implies the following boundary Carleman estimates for the conjugated Laplacian. Let $H^1(\Omega )$ denote the semiclassical Sobolev space. Define $H^1_\Gamma (\Omega )\subset H^1(\Omega )$ to be the space of functions with vanishing trace along $\Gamma$ and let $H^{-1}_\Gamma (\Omega )$ be its dual.
The $L^p$ inequality differs from other $L^p$ Carleman estimates like the ones in Kenig-Ruiz-Sogge Reference 20 in that it allows for $u$ with nontrivial boundary conditions. The solution to the inverse problem does not use Theorem 1.4. We only state the theorem here because it may be of interest to those studying unique continuations in the future. To see why traditional methods do not yield the type of $L^p$ Carleman estimates we obtain with boundary terms, the reader can compare our approach to Reference 2Reference 20Reference 25Reference 26Reference 27.
In the remainder of the introduction we give a brief exposition of our approach to the proof of Theorem 1.3. The key observation is that there is a global $\Psi$DO factorization of the conjugated Laplacian $h^2 \Delta _\phi \coloneq e^{-\omega \cdot x/h}h^2 \Delta e^{\omega \cdot x/h}$ into an elliptic operator $J$ resembling a heat flow and a first-order operator $Q$ which has the same characteristic set as $h^2\Delta _\phi$. One can then construct an inverse for $J$ (and thus $h^2 \Delta _\phi$) with Dirichlet boundary conditions by solving the heat flow with zero initial condition.
This way of factoring $h^2\Delta _\phi$ is in the spirit of Reference 5. However, in our case the factorization is global and occurs on the level of symbols so there will be error terms and they pose a challenge in the construction of the parametrix. As such this necessitates a modified factorization which differs from that of Reference 5 (see Equation 4.7 and the discussions which follow) to obtain the suitable estimates for the remainders of the parametrix.
This article is organized in the following way. In Section 2 we develop a $\Psi$DO calculus which is compatible with our symbol class–proofs are given in the appendix. In Section 3 we invert a heat flow in the context of this $\Psi$DO calculus and solve the Dirichlet problem for this heat flow. In Section 4 we restate some facts about the Sylvester-Uhlmann Green’s function in the semiclassical setting and derive a factorization for the operator $h^2\Delta _\phi$ involving the heat operator described in the previous section. In Section 5 we use this factorization to construct a parametrix with Dirichlet boundary conditions, and in Section 6 we turn the parametrix into a Dirichlet Green’s function $G_\Gamma$ and prove Theorem 1.4. Section 7 is devoted to proving Theorem 1.1 using complex geometric optics solutions constructed with the help of $G_\Gamma$.
2. Elementary semiclassical $\Psi$DO theory
We collect a set of facts about semiclassical pseudodifferential operators and also use this opportunity to establish some notation and conventions which we will use throughout. Proofs are contained in the appendix.
2.1. Mixed Sobolev spaces
In this article we define the semiclassical Sobolev spaces with the norm
(Hereafter we will drop the “scl” subscript: unless otherwise stated, all of our Sobolev spaces will be semiclassical.) Choose coordinates $(x',x_n)$ on $\mathbb{R}^n$, with $x' \in \mathbb{R}^{n-1}$ and $x_n \in \mathbb{R}$, and let $(\xi ',\xi _n)$ be the corresponding coordinates on the cotangent space. An immediate consequence of the norm equivalence stated above is that $\langle \xi ' \rangle$ is a multiplier from $W^{1, r} (\mathbb{R}^n)\to L^r (\mathbb{R}^n)$. Indeed,
and use these to define the mixed norm spaces $W^{k,\ell , r}(\mathbb{R}^{n-1}, \mathbb{R}^n)$. For convenience we will drop the $\mathbb{R}^{n-1}$ and $\mathbb{R}^n$ in this notation and use the convention that the first superscript of $W^{k,\ell , r}$ denotes multiplication by $\langle hD'\rangle ^k$ and the second denotes multiplication by $\langle hD\rangle ^\ell$.
We denote the Hörmander symbols by $S^{\ell }_1 (\mathbb{R}^n)$. We also consider symbols in the class $S^k_0(\mathbb{R}^n)$. We say that $a$ belongs to $S^\ell _j(\mathbb{R}^n)$ for $j = 0,1$ if
for all multi-indices $\alpha$ and $\beta$. In this article we will work with product symbols of the form $ba(x',\xi ) \in S^k_1(\mathbb{R}^{n-1})S^\ell _j(\mathbb{R}^n) \coloneq S^k_1 S^\ell _j$ where $b(x',\xi ')\in S^k_{1}(\mathbb{R}^{n-1})$ and $a(x',\xi )\in S^\ell _j(\mathbb{R}^n)$ for $j =0,1$. Observe that if $a(x',\xi ) \in S^{k}_1 S^\ell _j$, then derivatives with respect to either $x'$ or $\xi$ are a finite sum of symbols in $S^{k}_1 S^\ell _j$:
We begin with the following Calderón-Vaillancourt-type estimate for (classical) $\Psi$DO with symbols in $S_1^0(\mathbb{R}^n)$ which can be obtained by following the argument of Theorem 9.7 in Reference 34.
Note that in $\mathbb{R}^n$ there is a relation between classical and semiclassical quantization of a symbol $a\in S^\infty$ given by
where $u_h$ is defined by $({\mathcal{F}} u_h)(\xi ) = ({\mathcal{F}}u) (\xi /\sqrt {h})$ and $A_h = a_h(x,D)$ for $a_h(x,\xi ) \coloneq a(\sqrt {h} x,\sqrt {h}\xi )$($\mathcal{F}$ denotes the classical Fourier transform). This identity combined with estimate Equation 2.6 and Equation 2.7 gives us a semiclassical version of Calderón-Vaillancourt: for all $1<r<\infty$,$h>0$ sufficiently small, and $a\in S^{0}_1 \cup S^{-k(n)}_0$
For symbols in $S^{k}_1 S^{-\ell }_1 \cup S^{k}_1 S^{-k(n) -\ell }_0$, we have the following mapping properties.
In addition, we have the following compositional calculus result.
For proofs of Propositions 2.2 and 2.3, see the appendix.
3. Heat flow
Define coordinates on $\mathbb{R}^n$ and let $\mathbb{R}^n_+$ denote the upper half space $\{x_n > 0\}$. Let $F(x',\xi ') \in S^1_1(\mathbb{R}^{n-1})$, and define the semiclassical pseudodifferential operator
on $\mathbb{R}^n$. It follows by considering the $\xi '$ and $\xi _n$ direction separately and applying the semiclassical Calderón-Vaillancourt theorem that $j(x',hD)$ is a bounded operator $j(x',hD):W^{1,r}(\mathbb{R}^n) \rightarrow L^r(\mathbb{R}^n)$ for $1 < r < \infty$. As we will see in the following section, one of the factors of the conjugated Laplacian has this form. In this section we will prove some basic facts about the existence and $L^p$ mapping properties of the inverse of such an operator. This extends the $L^2$ theory explained in Reference 6.
To obtain an inverse, we will assume that $F$ obeys the ellipticity condition
We need an extra condition to ensure that the symbol $j^{-1}$ is in the suitable calculus. We assume that there exists a first-order symbol $i\xi _n + F_-(x',\xi ')$ with compact characteristic set, such that $D_{x'} F_-(x',\xi ')$ is supported in $|x'| <X'$, and
where $p(x',\xi )$ is a second-order polynomial in $\xi$ with compact characteristic set and $a_0 \in S^{-\infty }(\mathbb{R}^{n-1})$.
The reason why we need this extra assumption is that $(i\xi _n + F)^{-1}$ is not in the class $S^{-1}_1(\mathbb{R}^n)$ (for example if $F = \langle \xi '\rangle$, then differentiating multiple times in $\xi '$ does not yield additonal decay in the $\xi _n$ direction). However, if $\chi \in C^\infty _0(\mathbb{R}^{n})$ is identically $1$ on a neighbourhood containing the characteristic sets of $i\xi _n + F_-$ and $p$, then we can derive the following expansion:
Since $\chi$ is identically one on the characteristic set of $p$, it follows $(1 - \chi (\xi ))/p(x',\xi )$ is a symbol in $S^{-2}_1(\mathbb{R}^n)$, and so
The operator $j^{-1}(x',hD)$ also turns out to have desirable support properties.
Henceforth we will refer to the support property given in Lemma 3.1 as “preserving support in the $x_n$ direction”.
We can turn $j^{-1}(x',hD)$ into a proper inverse. We first prove a composition-type lemma for the operator $j^{-1}(x',hD)$.
Now we can use $j^{-1}$ to build a proper inverse which preserves support in the $x_n$ direction. More generally the inversion can still be carried out even if $j$ is perturbed by a small tangential operator $hF_0$.
One final consequence of the structure of $J^{-1}$ we obtained in Proposition 3.3 is the following disjoint support property.
4. Green’s functions on $\mathbb{R}^n$
The purpose of this discussion is to find a way to invert
with a suitable boundary condition and good $L^{p'}\to L^p$ estimates. We begin with the operator on $\mathbb{R}^n$ given by the Fourier multiplier $\frac{1}{|\xi |^2 + 2i\xi _n -1}$. We give a semiclassical formulation of an estimate established in Sylvester-Uhlmann Reference 33.
It turns out that the Fourier multiplier $\frac{1}{|\xi |^2 + 2i \xi _n -1}$ also satisfies $L^{p'}\to L^p$ estimates for $p = \frac{2n}{n-2}$ and $p' = \frac{2n}{n+2}$. We state below the semiclassical formulation of a result by Kenig-Ruiz-Sogge Reference 20 and Chanillo Reference 4.
In order to deal with domains with nonflat boundaries we will “flatten” boundary pieces by a coordinate change of the type
where $f: \mathbb{R}^{n-1} \to \mathbb{R}$ is a smooth function which is constant outside of a compact set. Under this change of variables, the differential operator defined by
where $K(x') \coloneq \nabla f (x')$ and for convenience we will later denote $1+\frac{h\Delta _{x'} f}{2}$ by $1_h$ as it is $1$ in the semiclassical limit. The next proposition concerns the Green’s function for $h^2 \tilde{\Delta }_\phi$. More specifically we define $\tilde{G}_\phi \coloneq \gamma ^*G_\phi$ by
which is equivalent to conjugating by the operator given by pulling back by $\gamma$.
The explicit representation of $\tilde{\Delta }_{\phi }$ in Equation 4.2 shows that its characteristic set lies in the sphere $|\xi '| = 1$, and so in particular if $G^c_{\phi }$ is multiplied by a Fourier side cutoff function supported away from that sphere, the resulting operator is well behaved. The following lemma makes this somewhat more precise.
4.1. Modified factorization
To add boundary determination to the Green’s function, we want to take advantage of the fact that $h^2\tilde{\Delta }_{\phi }$ factors into two parts, one of which is elliptic and resembles the operator described in Section 3.
Indeed, the symbol of $\frac{1}{1+K^2}h^2\tilde{\Delta }_\phi$ which appears in Equation 4.2 factors formally as
where $1_h = \left(1+\frac{h\Delta '_{x'} f}{2}\right)$. Note that the second factor here is elliptic. The problem is that the square root is not smooth at its branch cut, so this does not give a proper factorization at the operator level. The obvious thing to do is to take a smooth approximation to the square root, but for our purposes we will require something more subtle.
We take the branch of the square root that has nonnegative real part, and seek to avoid the branch cut, which happens when the argument of the square root lies on the negative real axis. From examination of the square root, we see that this occurs when $K\cdot \xi '= 0$ and $|\xi '|^2 + h \frac{\Delta _{x'} f}{2} \leq |K|^2(1 + |K|^2)^{-1}$. By ensuring that $\xi '$ avoids this set, we can guarantee that the argument of the square root stays away from the branch cut.
Thus let $0<c< c'<1$ be a constant such that $\frac{|K|^2}{1+|K|^2} <c$ for all $x'$ and let $\tilde{\rho }_0(\xi ')$ be a smooth function in $\xi '$ such that $\tilde{\rho }_0 = 1$ for $|\xi '|^2 \leq c$ and ${\mathrm{supp}} (\tilde{\rho }_0) \Subset B_{{c'}}$. Introduce a second cutoff $\tilde{\rho }$ such that it is identically $1$ on $|\xi '|^2 \leq c'$ but ${\mathrm{supp}} (\tilde{\rho }) \Subset B_{{\sqrt {c'}}}$. Observe that for $h>0$ sufficiently small
with $m_0(x',\xi ') \coloneq \tilde{a}_+^{-1}\sum _{|\alpha | = 1} \partial _{\xi '}^\alpha \tilde{a}_-\partial _{x'}^\alpha \tilde{a}_+$. Here the $\tilde{a}_\pm$ and $\tilde{a}_0$ are defined by
where $\tilde{e}_1 = m_0 \tilde{a}_- \in S^{1}_1(\mathbb{R}^{n-1}), \tilde{e}_0 \in S^0_1(\mathbb{R}^{n-1})$, and $Q$ and $J$ are the operators with symbols $\xi _n - \tilde{a}_- + hm_0$ and $\xi _n - \tilde{a}_+ - hm_0$, respectively. Observe that the $O(h)$ term in the composition formula for $QJ$ is killed by one of the $O(h)$ terms in Equation 4.5.
Although this decomposition still gives us an $O(h)$ error, the symbol $\tilde{e}_1$ vanishes when $|\xi '| =1$. In particular it vanishes on the characteristic set of $h^2\tilde{\Delta }_\phi$ which is $\{\xi _n = 0,|\xi '| = 1\}$ by Equation 4.2. We use this observation to show that $h\tilde{e}_1(x',hD')\tilde{G}_{\phi }$ behaves one order of $h$ better than expected.
Here the notation $T:X \rightarrow _{h^m} Y$ indicates that the norm of the operator $T$ from $X$ to $Y$ is bounded by $O(h^m)$.
5. Parametrices on the half space
In this section we construct parametrices for $h^2\tilde{\Delta }_{\phi }$ on the upper half space which give a vanishing trace on the boundary. By a change of variables, we will later use these to build the Green’s function of Theorem 1.3. Because the factoring in Equation 4.7 contains a large error term $A_0$ at small frequencies, we will perform two separate constructions—one for the large frequency case (on $\mathrm{supp( 1-\tilde{\rho })}$) and one for the small frequency case (on $\mathrm{supp(\tilde{\rho })}$). We split the two frequency cases by using the cutoff function $\tilde{\rho }:\mathbb{R}^{n-1} \rightarrow \mathbb{R}$ defined above equation Equation 4.3.
5.1. Parametrix for $h^2\tilde{\Delta }_\phi$ at large frequency
Let $\tilde{G}_\phi$ be the Green’s function from Proposition 4.3, and $J^+ \coloneq J^{-1} \mathbf{1}_{\mathbb{R}^n_+}$ where $J^{-1}$ is defined as in Proposition 3.3. Let $\tilde{\Omega }\subset \mathbb{R}^n_+$ be a smooth bounded open subset of the upper half space (with possibly a portion of the boundary intersecting $x_n = 0$). We show that the operator
is a suitable parametrix for the operator $h^2\tilde{\Delta }_\phi$ in $\tilde{\Omega }$ at large frequencies.
We begin by showing that $P_l$ has mapping properties like those of $\tilde{G}_\phi$.
In the following statement we denote $\mathbf{1}_{\tilde{\Omega }}$ to be the indicator function of $\tilde{\Omega }$. If $v\in L^r(\tilde{\Omega })$ we use the notation $\mathbf{1}_{\tilde{\Omega }} v$ to denote its trivial extension to a function in $L^r(\mathbb{R}^n)$.
Some care will be needed in treating the term involving $h^2D_n^2$ hitting $J^+ = J^{-1} \mathbf{1}_{\mathbb{R}^n_+}$. We are only considering the expressions as maps to distributions on $\mathbb{R}^n_+$, so for all $u\in C^\infty _0(\mathbb{R}^n_+)$ and $v \in C^\infty _0(\mathbb{R}^n)$,
$$\begin{equation*} \langle hD_nu, hD_n J^{-1}\mathbf{1}_{\mathbb{R}^n_+}v\rangle = \langle hD_n u, (1- FJ^+) v\rangle = \langle u, hD_n v - F v - F^2J^+ v\rangle . \end{equation*}$$
Here we used the fact that $J = hD_n + F(x',hD')$ for some $F(x',\xi ') \in S^{1}_1(\mathbb{R}^{n-1})$ and the tangential operator $F(x',hD')$ commutes with the indicator function of the upper half space.
We decompose $\tilde{G}_\phi$ in Equation 5.5 into its $\Psi$DO part and its characteristic part as stated in Proposition 4.3. The $\Psi$DO part of Equation 5.5 is a bounded map from $L^r\to L^r$ with a gain in $h$ obtained from the commutator. Therefore, the part containing the $\Psi$DO belongs to the $hR'_0$ bin.
For the part containing the characteristic set, we expand $[h^2\tilde{\Delta }_\phi , \tilde{\rho }] J^+ J \tilde{G}_\phi ^c$ as
where $\tilde{\rho }_1(\xi ')$ is chosen to be identically $1$ in a neighbourhood compactly containing the support of $\tilde{\rho }$ but $\mathrm{supp(\tilde{\rho }_1) \Subset \{ |\xi '|<1\}}$. By disjoint support, $[K^2,\tilde{\rho }] (1-\tilde{\rho }_1)$ and $[K\cdot hD_{x'}, \tilde{\rho }] (1-\tilde{\rho }_1)$ both belong to $h^\infty S^{-\infty } (\mathbb{R}^{n-1})$. Since $\tilde{G}_\phi ^c : L^2_{\delta } \to _{h^{-1}} H^k_\delta$ and $L^{p'} \to _{h^{-2}} W^{k,p}$, the last two terms in the above expression for $[h^2\tilde{\Delta }_\phi , \tilde{\rho }] J^+ J \tilde{G}_\phi ^c$ can be sorted into the $h^2 R''_0$ bin.
The only thing remaining is to treat the terms on the support of $\tilde{\rho }_1$. We will treat the first term and the second term is dealt with in the same manner. We claim that modulo errors in the bin $h^2 R''_0$ we can commute $\tilde{\rho }_1(hD')$ so that it appears next to $\tilde{G}_\phi ^c$:
This proves the lemma up to verifying Equation 5.6.
It only remains to verify Equation 5.6 by checking that all the commutator terms with $\tilde{\rho }_1$ can be sorted into the $h^2 R''_0$ bin by using Proposition 3.3, Lemma 3.2, and Proposition 2.3 in conjunction with the mapping properties of $\tilde{G}_\phi ^c$ given by Proposition 4.3. We only write out explicitly the argument for commuting with $J^+$ as it is slightly more challenging than the others. First, observe that by Proposition 3.3
where $m_1(x',hD)$ and $m_2(x',hD)$ take $L^r \rightarrow L^r$ and $H^k_\delta \rightarrow H^k_\delta$ with the inverse given by Neumann series. Therefore
We can commute $\tilde{\rho }_1$ with $\mathbf{1}_{\mathbb{R}^n_+}$ with no commutator since $\tilde{\rho }_1$ is an operator in the $x'$ direction only. Commuting with $J$ using the standard commutator calculus then gives us Equation 5.6.
In the above calculation we commuted $\tilde{E}_1$ and $\mathbf{1}_{\mathbb{R}^n_+}$ since $\tilde{E}_1$ only acts in the $x'$ direction.
The first term above can be handled using Equation 5.8—note that there is enough regularity so that applying $\mathbf{1}_{\mathbb{R}^n_+}J$ presents no difficulty. For the first commutator term of Equation 5.9, Lemma 3.2 and Proposition 3.3 show that $[\tilde{E}_1, J^{-1}] = hm(x,hD)$ for some
Therefore, splitting $\tilde{G}_\phi$ into its characteristic part $\tilde{G}_\phi ^c$ and its $\Psi$DO part $\tilde{G}_\phi -\tilde{G}_\phi ^c$ as in Proposition 4.3 we have
and so $h [\tilde{E}_1, J^{-1}] \mathbf{1}_{\mathbb{R}^n_+} J(\tilde{G}_\phi - \tilde{G}_\phi ^c)$ belongs to the $R'_1$ bin. For the characteristic part
and therefore $h [\tilde{E}_1, J^{-1}] \mathbf{1}_{\mathbb{R}^n_+} J\tilde{G}_\phi ^c$ belongs to the $R''_1$ bin.
For the $J^+[J,\tilde{E}_1]\tilde{G}_\phi$ term, splitting $\tilde{G}_\phi$ into its characteristic part $\tilde{G}_\phi ^c$ and its $\Psi$DO part $\tilde{G}_\phi -\tilde{G}_\phi ^c$ we have
The terms involving $h^2 \tilde{E}_0$ can be estimated directly using the estimates for $\tilde{G}_\phi$ and $P_l$ in Propositions 4.3 and 5.1. The terms involving $\tilde{A}_0$ can be estimated by observing that since $\tilde{\rho }(\xi ')$ is chosen to be identically $1$ in a neighbourhood of the support of $\tilde{a}_0(x',\xi ')$, the operator
5.2. Parametrix for $h^2\tilde{\Delta }_\phi$ at small frequency
Here we want to look for a parametrix for $h^2 \tilde{\Delta }_{\varphi }$ at low frequencies. We begin by defining $p(x',\xi )$ to be the symbol of $h^2\tilde{\Delta }_{\varphi }$:
for some $R_s : L^r\to L^r$ bounded uniformly in $h$.
Proof.
We want to use the symbol calculus developed in Section 2. However, we have the complication that $1/p(x',\xi )$ is not a proper symbol, because of the zeros of $p(x',\xi )$. Therefore it is not immediately evident that $\tilde{\rho }/p(x',\xi )$ lies in the symbol class $S^{-\infty }S^{-2}_1$, as we would want.
where $\chi _{100}(\xi ) \in S^{-\infty }(\mathbb{R}^n)$ is a smooth cutoff function supported only for $|\xi | < 100$, and identically one in the ball $|\xi | \leq 50$.
Now note that by Equation 4.3, $p(x',\xi )$ is properly elliptic on the support of $\tilde{\rho }(\xi ')$, and therefore $\chi _{100}(\xi ) \tilde{\rho }(\xi ')/p (x',\xi ) \in S^{-\infty }(\mathbb{R}^n)$. Moreover, since the characteristic set of $p(x',\xi )$ lies well inside the set where $\chi _{100} \equiv 1$, we have that $(1 - \chi _{100}(\xi ))/p(x',\xi ) \in S^{-2}_1(\mathbb{R}^n)$.
Therefore $P_s$ can be understood as the sum of two operators, one of which is in the symbol class $S^{-\infty }(\mathbb{R}^n)$ and the other of which is in the symbol class $S^{-\infty }S^{-2}_1$. Then Proposition 2.2 asserts that $P_s : L^r \to W^{2,r}$ is a bounded operator and Proposition 2.3 asserts that
It turns out that our small frequency parametrix preserves support in the $x_n$ direction.
Proposition 5.7.
Suppose $v \in L^r(\mathbb{R}^n)$, with $1 < r < \infty$, and ${\mathrm{supp}}(v)$ is contained in the closure of $\mathbb{R}^n_+$. Then both ${\mathrm{supp}} (P_sv)$ and ${\mathrm{supp}} (R_sv)$ are contained in $\bar{\mathbb{R}}^n_+$, where $R_s$ is the operator from Proposition 5.6. In particular, $P_s v\mid _{x_n = 0} = 0$ if ${\mathrm{supp}} (v) \subset \bar{\mathbb{R}}^n_+$.
Suppose now that ${\mathrm{supp}}(v)$ is contained in $\mathbb{R}^n_+$ so that the integral over $s$ in Equation 5.11 is only taken over $s\geq \delta >0$. We want to show that Equation 5.11 vanishes when $x_n\leq 0$. This is done by showing that the inner $d\xi _n$ integral of Equation 5.11 vanishes if $x_n<0$ and $s>0$. We do this by using residue calculus.
To evaluate the $d\xi _n$ integral of Equation 5.11 when $x_n<0$ and $s>0$ we should take a contour on the lower half plane. The integral vanishes if we can verify that the zeros of $p(x',\xi )$ as a polynomial in $\xi _n$ for values of $\xi '$ on $\mathrm{supp(\tilde{\rho }(\xi ')) \Subset \{|\xi '|<1\}}$ all belong to the upper half plane.
Factoring $p(x',\xi )$ as a quadratic function in $\xi _n$, we have
and the square root is defined by choosing angles between $(-\pi , \pi ]$. With this choice we see that $a_+$ has a positive imaginary part when $h>0$ is sufficiently small.
We will now argue that the same holds for $a_-(x',\xi ')$ for $\xi '$ on the support of $\tilde{\rho }$. Note that $K(x')$ is compactly supported so this clearly holds for $h>0$ small and $x'$ outside the support of $K$.Define$D: {\mathrm{supp}}(K(x'))\times \mathrm{supp(\tilde{\rho }(\xi ')) \to \mathbb{C}}$ by
Let $\hat{\mathcal{N}}$ to be a small neighbourhood containing $\mathcal{N}$. On the connected set ${\mathrm{supp{(\tilde{\rho })}}} \setminus \hat{\mathcal{N}}$,$\sqrt {D(x',\xi ')}$ is a continuous function if $h>0$ is small enough. If the imaginary part of $a_-$ vanishes on ${\mathrm{supp{(\tilde{\rho })}}} \setminus \hat{\mathcal{N}}$, then by an appropriate choice of $\xi _n\in \mathbb{R}$ the factor $(\xi _n - a_-)$ in Equation 5.12 can be made to vanish. But $p(x',\xi )$ is elliptic on support of $\tilde{\rho }(\xi ')$ by Equation 4.3 so the imaginary part of $a_-$ cannot vanish on the support of $\tilde{\rho }(\xi ')$. On the other hand, by choosing $\hat{\mathcal{N}}$ small enough we will have that the imaginary part of $a_-$ takes on positive value somewhere on ${\mathrm{supp{(\tilde{\rho })}}} \setminus \hat{\mathcal{N}}$. By connectedness the imaginary part of $a_-$ must be positive everywhere on ${\mathrm{supp{(\tilde{\rho })}}} \setminus \hat{\mathcal{N}}$.
Meanwhile on $\hat{\mathcal{N}}$ the function $D(x',\xi ')$ takes on value sufficiently close to $\overline{\mathbb{R}}_-$. Therefore by our chosen branch of the square root, $\sqrt {D(x',\xi '}$ has small real part. So $a_-(x',\xi ')$ has positive imaginary part on here as well.
We are now able to conclude, at least in the case when $v\in C^\infty _c(\mathbb{R}^n)$ is supported in $\mathbb{R}^n_+$, that
If $v \in L^r(\mathbb{R}^n)$ is supported in the closure of $\mathbb{R}^n_+$, we can approximate it with $C^{\infty }_0(\mathbb{R}^n)$ functions supported in $\mathbb{R}^n_+$. The trace property Equation 5.14 then allows us to conclude
and noting that every operator on the left hand side of this equation has the desired support property.
■
6. Dirichlet Green’s function and Carleman estimates
6.1. Green’s function for single graph domains
By combining Sections 5.1 and 5.2 we see that $\mathbf{1}_{\tilde{\Omega }} (P_s + P_l) \mathbf{1}_{\tilde{\Omega }}$ is a parametrix for the operator $h^2\tilde{\Delta }_\phi$ in the domain $\tilde{\Omega }$. As one expects, this parametrix can be modified into a Green’s function.
In this section we consider domains with a component of the boundary which coincides with the graph of a function. In particular, let $\Omega$ be a bounded domain in $\mathbb{R}^n$, and suppose $f \in C_0^{\infty }(\mathbb{R}^{n-1})$ such that $\Omega$ lies in the set $\{x_n > f(x')\}$ with a portion of the boundary $\Gamma \subset \partial \Omega$ lying on the graph $\{x_n = f(x')\}$. Denote by $\gamma$ the change of variable $( x', x_n) \mapsto (x', x_n - f(x'))$. Set $\tilde{\Omega }$ and $\tilde{\Gamma }$ to be the image of $\Omega$ and $\Gamma$ under this change of variables.
Proposition 6.1.
There exists a Green’s function $G_\Gamma$ which satisfies the relation
$$\begin{equation*} \langle h^2\Delta _\phi ^* u, G_\Gamma v\rangle = \langle u, v\rangle \end{equation*}$$
for all $u\in C^\infty _0(\Omega )$ and is of the form
Furthermore, $G_\Gamma v\in H^1(\Omega )$ for all $v \in L^{p'}$ and $G_\Gamma v \mid _{\Gamma } = 0$.
Proof.
Change coordinates $(x',x_n) \mapsto (x', x_n - f(x'))$ so that $\tilde{\Gamma }\subset \{x_n = 0\}$ and let $\tilde{\Delta }_\phi$ be the pulled-back conjugated Laplacian described in Equation 4.2. All equalities below are in the sense of distributions in $\tilde{\Omega }$. By Propositions 5.2 and 5.6, for any $v\in L^{p'}(\tilde{\Omega })$,
$$\begin{equation*} \langle h^2\tilde{\Delta }_\phi ^* u, \mathbf{1}_{\tilde{\Omega }} (P_s + P_l) \mathbf{1}_{\tilde{\Omega }} v \rangle = \langle u, v + (hR_s + hR_l' + R_l ) v\rangle \ \ \ \forall u\in C^\infty _0(\tilde{\Omega }) \end{equation*}$$
with $R_s$ and $R_l'$ mapping $L^r \to L^r$ with no loss in $h$ while
is well-defined and the series converge in $L^2(\tilde{\Omega })$. Then we have the operator $\mathbf{1}_{\tilde{\Omega }}(P_s + P_l) \mathbf{1}_{\tilde{\Omega }} S(1 + R_l S)^{-1}$ is a right inverse of $h^2\tilde{\Delta }_\phi$ in $\tilde{\Omega }$. Define $G_\Gamma$ by
Direct computation verifies that this is a Green’s function in the original coordinates.
For verifying the estimates of $G_\Gamma v$ and its trace along $\Gamma$ it is more convenient to work with the operator $\mathbf{1}_{\tilde{\Omega }}(P_s + P_l) \mathbf{1}_{\tilde{\Omega }} S(1 + R_l S)^{-1}$ and deduce the analogous properties for $G_\Gamma$. We first check that $\mathbf{1}_{\tilde{\Omega }}(P_s + P_l) \mathbf{1}_{\tilde{\Omega }} S(1 + R_l S)^{-1} v\in H^1(\tilde{\Omega })$ for all $v\in L^{p'}$ and that the trace vanishes on $\tilde{\Gamma }\subset \{x_n = 0\}$.
By Proposition 5.1 the operator $P_l$ maps $L^{p'}$ into $H^1_{\text{loc}}$ has vanishing trace on $\{x_n = 0\}$. By Proposition 5.6$P_s w$ is an element of $W^{2,p'} (\mathbb{R}^n) \hookrightarrow H^1(\mathbb{R}^n)$ which vanishes in $\{x_n \leq 0\}$ if $w\in L^{p'}(\mathbb{R}^n)$ is supported only on the closure of $\mathbb{R}^n_+$. Therefore we conclude that $\mathbf{1}_{\tilde{\Omega }}(P_s + P_l) \mathbf{1}_{\tilde{\Omega }} S(1 + R_l S)^{-1} v\in H^1(\tilde{\Omega })$ has trace zero on $\tilde{\Gamma }$ for all $v \in L^{p'}(\tilde{\Omega })$ and thus $G_\Gamma$ has vanishing trace on $\Gamma$.
To verify the mapping properties of $\mathbf{1}_{\tilde{\Omega }}(P_s + P_l) \mathbf{1}_{\tilde{\Omega }} S(1 + R_l S)^{-1}$ write
Since $S: L^r \to L^r$, inserting an $L^2(\tilde{\Omega })$ function would yield, by Propositions 5.1 and 5.6, an $H^1$ function with a loss of $h^{-1}$ in the first term and no loss in the second. For mappings from $L^{p'}$ we only need to concern ourselves with the first term since the Neumann sum maps $L^{p'}\to L^2$ with no loss in $h$ and we can refer to the $L^2$ estimate for $\mathbf{1}_{\tilde{\Omega }} (P_s + P_l) \mathbf{1}_{\tilde{\Omega }} S$.
To analyze the mapping properties of the first term of Equation 6.1 observe that due to Propositions 5.1 and 5.6,
This finishes the proof of Theorem 1.3 in the case when $\Gamma$ lies in a single graph. In the next section we move on to the general case where $\Gamma$ is a disjoint union of graphs.
6.2. Proof of Theorem 1.3-Dirichlet Green’s function
To prove Theorem 1.3, we first develop the necessary tools for gluing together Green’s functions. Let $\Omega$ be a bounded domain and let $\Gamma$ be a subset of $\partial \Omega$ which coincides with the graph $\{x_n = f(x')\}$ of a smooth compactly supported function $f$. Without loss of generality we may assume that there is an open neighbourhood $\Omega _{\Gamma } \subset \mathbb{R}^n$ of $\Gamma$ for which $\Omega _{\Gamma } \cap \Omega$ lies in the set $\{x_n > f(x')\}$, and that
Then $\Gamma ' \coloneq \Omega _{\Gamma } \cap \partial \Omega$ is an open subset of the boundary such that $\Gamma \Subset \Gamma '$ and compact subsets of $\Gamma ' \backslash \bar{\Gamma }$ are strictly above the graph $x_n = f(x')$.
Let $\chi \in C^\infty _0(\mathbb{R}^n)$ be supported inside $\Omega _\Gamma$ with $\chi = 1$ near $\Gamma$. We can arrange that ${\mathrm{supp}} (\chi )\cap \partial \Omega \subset \Gamma '$. We can also arrange for the derivatives of $\chi$ to have the following support property:
In this setting choose an open subset ${\mathcal{O}}\subset \Omega \cap \{ (x',x_n)\mid x_n> f(x')\}$ which contains $\Gamma '$ as a part of its boundary and whose closure contains the support of $\chi \mathbf{1}_\Omega$. Set $G_\Gamma$ to be the Green’s function constructed in Proposition 6.1 for the domain ${\mathcal{O}}$ with vanishing trace on $\Gamma$. We may then define
Note that $G_{\Gamma }$ is not defined on the portion of $\Omega$ that lies below the graph of $f$, but this point is rendered moot when we multiply by $\chi$. Observe that by Proposition 6.1 one has the trace identity
With this lemma we are in a position to construct a general Green’s function for the $h^2 \Delta _\phi$ on a general domain $\Omega$. Let $\omega \in \mathbb{R}^n$ be a unit vector and let $\Gamma \subset \partial \Omega$ be compactly contained in $\{x\in \partial \Omega \mid \omega \cdot \nu (x)>0\}$. Without loss of generality we may assume as before that $\omega = (0',1)$. Assume in addition that $\Gamma$ as a union of its connected components $\Gamma _j$ each of which lies in the graph of $x_n = f_j(x')$ for some smooth compactly supported function $f_j$. For each $\Gamma _j$ construct $\chi _j$ and $\Pi _{\Gamma _j}$ as earlier. One then, by Equation 6.4, has that
Note that as before we can invert by Neumann series since $L^{p'}$ gets mapped by $R'$ to $L^2$ with no loss and the Neumann series converge in $L^2$. Theorem 1.3 is now complete by the estimates of Equation 6.3, Lemma 4.1, and Lemma 4.2. All that remains is to give a proof of Lemma 6.2.
By Proposition 6.1, $G_{\Gamma }$ is by construction a right inverse for $h^2\Delta _\phi$ in $\Omega$, and $\chi \mathbf{1}_\Omega$ is supported only on $\Omega$, so $\chi h^2 \Delta _\phi \mathbf{1}_{\Omega } G_{\Gamma }v(x) = \chi v(x)$ as distributions on $\Omega$. Meanwhile $G_\phi$ is an honest right inverse for $h^2\Delta _\phi$ on $\mathbb{R}^n$, so $h^2\Delta _\phi \mathbf{1}_{\Omega } G_\phi = I$ as distributions on $\Omega$. Therefore as distributions on $\Omega$,
To analyze this term we will change coordinates by $(x',x_n)\mapsto (x', x_n - f(x'))$ and mark the pushed-forward domains, functions, and operators with a tilde. Then by the push-forward expression for the operator $G_\Gamma$ stated in Proposition 6.1, the right side of Equation 6.5 is
Computing the commutator $[h^2\tilde{\Delta }_\phi , \tilde{\chi }]$ explicitly in conjunction with the operator estimates in Propositions 5.6 and 5.1 we have that
Since we are only doing the computation as distributions on $\tilde{\Omega }$, the first-order differential operator $[h^2\tilde{\Delta }_\phi , \tilde{\chi }]$ commutes with the indicator function $\mathbf{1}_{\tilde{\Omega }}$, and we have
Now $P_s$ maps $L^2$ to $L^2$ with no loss of $h$’s, and $L^{p'}$ to $W^{2,p'} \hookrightarrow _{h^{-1}} H^1$. Meanwhile the commutator $[h^2\tilde{\Delta }_\phi , \tilde{\chi }]$ maps $H^1$ to $L^2$ with the gain of $h$, so the term involving $P_s$ has the desired behaviour. Therefore the only term of difficulty is
By Equation 6.2 the term $\mathbf{1}_{\tilde{\Omega }}[h^2\tilde{\Delta }_\phi , \tilde{\chi }]$ is a first-order differential operator whose coefficients are supported in $\{x_n \geq \epsilon >0\}$. This allows us to apply Lemma 3.4 to obtain the estimate
$$\begin{equation*} [h^2\tilde{\Delta }_\phi , \tilde{\chi }]\mathbf{1}_{\tilde{\Omega }} (\tilde{G}_\phi - P_l) \mathbf{1}_{\tilde{\Omega }} : L^2(\tilde{\Omega }) \to _{h} L^2(\tilde{\Omega }). \end{equation*}$$ Therefore we see that every term in Equation 6.6 has the desired form.
■
6.3. Carleman estimates
The Carleman estimates in Theorem 1.4 now follow from the existence of the Green’s function $G_{\Gamma }$.
Let $u \in C^2(\bar{\Omega })$ be a function which vanishes along $\partial \Omega$ and $\partial _\nu u \mid _{\Gamma ^c} = 0$, and let $v \in C^{\infty }_0(\Omega )$. Integrating by parts, we have
$$\begin{equation} \langle h^2\Delta ^{*}_{\phi }u, G_{\Gamma }v \rangle _{\Omega } = \langle u, v \rangle _{\Omega } \cssId{CarlemanIbyP}{\tag{6.8}} \end{equation}$$
with the boundary terms vanishing because of the boundary conditions on $u$ and the boundary behaviour of $G_{\Gamma }v$. Equation Equation 6.8 implies that
Applying the boundedness results for $G_{\Gamma }$ and taking the supremum over $v \in C^{\infty }_0(\Omega )$ completes the proof.
■
7. Complex geometrical optics and the inverse problem
Let $\Omega \subset \mathbb{R}^n$,$\omega \in {\mathbf{S}}^{n-1}$ and $\Gamma \subset \partial \Omega$ be an open subset of the boundary compactly contained in $\{x\in \partial \Omega \mid \nu (x)\cdot \omega >0\}$ where $\nu$ denotes the normal vector. Assume in addition that in coordinates given by $(x',x_n) \in \omega ^\perp \oplus \mathbb{R}\omega$ that $\Gamma$ is the disjoint union of open subsets $\Gamma _j$ such that $\Gamma _j$ is the graph of $x_n = f_j(x')$. By Theorem 1.3 there exists a Green’s function $G_\Gamma$ for $h^2\Delta _\phi$ with vanishing trace on $\Gamma$ and
Let $\omega$ be a unit vector and let $\Gamma \subset \partial \Omega$ be as before. We have the following solvability result, resembling the one in Reference 24 (see the explanation of this method in Reference 13), but with an additional term.
Proposition 7.1.
Let $L \in L^2(\Omega )$ with $\|L\|_{L^2} \leq Ch^2$, and let $q\in L^{n/2}(\Omega )$. For all $a = a_h\in L^\infty$ with $\|a_h\|_{L^\infty } \leq C$, there exists a solution of
$$\begin{eqnarray} h^2(\Delta _\phi + q) r = h^2 q a + L\ \ \ r\mid _{\Gamma } = 0\cssId{solve}{\tag{7.1}} \end{eqnarray}$$
with estimates $\|r\|_{L^2} \leq o(1)$ and $\|r\|_{L^p} \leq O(1)$.
Proof.
We try solutions of the form $r = G_\Gamma (\sqrt {|q|} v + L)$ for $v \in L^2$ with $\|v\|_{L^2} \leq Ch^2$. Supposing this can be accomplished, then using $\|L\|_{L^2} \leq Ch^2$,
where for any $\epsilon >0$ we decompose $\sqrt {|q|}= \sqrt {|q|}^\sharp + \sqrt {|q|}^\flat$ with $\sqrt {|q|}^\flat \in L^\infty$ and $\|\sqrt {|q|}^\sharp \|_{L^n} \leq \epsilon$. Therefore,
The mapping property of $G_\Gamma$ from $L^{p'} \to _{h^{-2}} L^p$ then gives the result.
We now show that we can indeed construct such a $v$. Inserting the ansatz into Equation 7.1 and writing $q = e^{i\theta }|q|$ for some $\theta (\cdot ) : \Omega \to \mathbb{R}$ we see that it suffices to construct $v\in L^2$ solving the integral equation
with $\|v\|_{L^2} \leq Ch^2$. Observe that the right side is $O(h^2)$ in $L^2$ norm due to the fact that $\|L\|_{L^2} \leq Ch^2$ so it suffices to show that $h^2 e^{i\theta } \sqrt {|q|} G_\Gamma \sqrt {|q|} : L^2\to L^2$ is bounded by $o(1)$ as $h\to 0$ and invert by Neumann series. Indeed, writing $\sqrt {|q|} = \sqrt {|q|}^\sharp + \sqrt {|q|}^\flat$ we have
Therefore we have that $h^2 e^{i\theta } \sqrt {|q|} G_\Gamma \sqrt {|q|} : L^2\to _{o(1)} L^2$ as $h\to 0$.
■
7.2. Ansatz for the Schrödinger equation
We briefly summarize the ansatz construction procedure given in Reference 21; see also the explanation in Reference 5. Let $\phi (x)$ and $\psi (x)$ be linear functions satisfying $D(\phi + i\psi ) \cdot D(\phi + i\psi ) = 0$. If $\Gamma \subset \partial \Omega$ is an open subset of the boundary satisfying $D \phi \cdot \nu (x)\geq \epsilon _0 >0$ for all $x\in \bar{\Gamma }$, we first look to construct a solution to
with $\|L\|_{L^2} \leq Ch^2$ and $a_h\in L^\infty$. By the fact that $\nabla \phi \cdot \nu (x) \geq \epsilon _0>0$ for all $x\in \Gamma$, we can apply Borel’s lemma to construct $\ell \in C^\infty$ such that
Since we are working with linear weights we will need a slightly more general $h$-dependent phase function than $\phi + i\psi$. Let $\xi \in \mathbb{R}^n$ be a fixed vector which is orthogonal to both $D\phi$ and $D\psi$, and let $\psi _h(x)$ be a linear function defined by $\psi _h(x) = (\xi - \omega _h) \cdot x$ where
Using the fact that $D\ell \cdot D\ell = d(x,\Gamma )^\infty$ and $D\psi _h = \xi -\omega _h$ with $|\omega _h| \leq Ch$ we see that this amounts to solving the transport equation
Taking advantage of the fact that $-\partial _\nu \text{Re}(\ell )\mid _\Gamma = \partial _\nu \phi \mid _\Gamma \geq \epsilon _0>0$ we can again solve the iterative equation and use Borel’s lemma to construct $b\in C^\infty (\Omega )$ supported in an arbitrarily small neighbourhood of $\Gamma$ satisfying this approximate equation. We have therefore constructed $b\in C^\infty$ solving Equation 7.3.
By the fact that $\nabla \phi \cdot \nu (x) \geq \epsilon _0>0$ we have, by choosing the support of $b$ sufficiently small, that $\text{Re}(\phi (x) - \ell (x))\sim d(x,\Gamma )$ on ${\mathrm{supp}} (b)$. By analyzing separately the case when $d(x,\Gamma ) \leq \sqrt {h}$ and $d(x,\Gamma )\geq \sqrt {h}$ we have that Equation 7.3 becomes
where $a_h \coloneq e^{\frac{\ell - \phi - i\psi }{h}} b$ with $\|a_h\|_{L^\infty } \leq C$ and $a_h(x) \to 0$ for all $x\in \Omega$ as $h\to 0$.
This discussion allows us to construct the suitable CGO for solving our inverse problem. Indeed, let $\omega$ and $\omega '$ be two unit vectors which are mutually orthogonal. Define $\phi (x) = \omega \cdot x$ and $\psi (x) = \omega ' \cdot x$. Let $\xi \in \mathbb{R}^n$ be another vector satisfying $\omega \cdot \xi = \omega '\cdot \xi = 0$ and define $\psi _h(x) \coloneq (\xi - \omega _h) \cdot x$ where $\omega _h$ is as in Equation 7.2. Construct $\ell , b\in C^\infty (\Omega )$ so that Equation 7.4 is satisfied. Applying Proposition 7.1 to Equation 7.4 proves the following.
Proposition 7.2.
Let $\omega$ and $\omega '$ be two unit vectors which are mutually orthogonal. Let $\Gamma \subset \partial \Omega$ be an open subset compactly contained in $\{x\in \partial \Omega \mid \omega \cdot \nu (x) >0\}$. For all $q\in L^{n/2}$ there exists solutions to
$$\begin{equation*} u = e^{\frac{\omega \cdot x + i \omega '\cdot x + hi\psi _h}{h}}(1 + a_h + r) \end{equation*}$$
with $\|a_h\|_{L^\infty } \leq C$,$a_h \to 0$ pointwise in $\Omega$ as $h\to 0$. The remainder $r\in L^p$ satisfies the estimates $\|r\|_{L^2} = o(1)$ and $\|r\|_{p} \leq C$ as $h\to 0$.
7.3. Recovering the coefficients
In this section we prove Theorem 1.1. Let $\omega$ be a unit vector sufficiently close to $\omega _0$ such that there exists an open set $\Gamma _+$ such that
Let $\xi \in \mathbb{R}^n$ be any vector orthogonal to $\omega$ and choose a third vector $\omega '$ of unit length which is perpendicular to both $\xi$ and $\omega$.
By Theorem 7.2 there exists solutions $u_\pm \in H^1(\Omega )$ solving
Since $u_\pm$ are solutions belonging to $H^1(\Omega )$ and vanishing on $\partial \Omega \backslash \mathbf{B}$ and $\partial \Omega \backslash \mathbf{F},$ respectively, we have the following boundary integral identity (see Lemma A.1 of Reference 13):
by Equation 7.4. Therefore, terms $\lim _{h\to 0}\int _\Omega e^{2i\xi \cdot x}q( a^-_h a^+_h + a^-_h + a^+_h) = 0$. For the terms involving $\int _\Omega e^{2i\xi }q a_h^\pm r_\mp$, we note that for all $\epsilon >0$ we may split $q = q^\sharp + q^\flat$ where $q^\flat \in L^\infty$ while $\|q^\sharp \|_{L^{n/2}} \leq \epsilon$. Then, using the fact that $\|a_h^\pm \|_{L^\infty }\leq C$,
where $p = \frac{2n}{n-2}$. By the estimates on $r_\mp$ given in Proposition 7.2 we have that $\lim _{h\to 0}\|r_\mp \|_{L^2} = 0$ and $\|r_\mp \|_{L^p} \leq C$. Therefore, the limit
for all $\epsilon >0$ and therefore the limit vanishes. The terms $\int _\Omega e^{2i\xi }q(r_- + r_+)$ can be estimated the same way. For the last term, we again decompose, for all $\epsilon >0$,$q= q^\flat + q^\sharp$. The integral $|\int _\Omega e^{2i\xi \cdot x} qr_-r_+|$ is then estimated by
This means that ${\mathcal{F}}(q) (\xi ) = 0$ for all $\xi$ which are orthogonal to $\omega$. Note that varying $\omega$ in a small neighbourhood does not change the fact that $\Gamma$ lies in the set $\{x \in \partial \Omega |\omega \cdot \nu (x) > 0\}$, and so the construction in Proposition 7.2 still applies. Then varying $\omega$ in a small neighbourhood and using the analyticity of the Fourier transform for $q$ compactly supported we have that $q = q_1 - q_2= 0$.■
8. Appendix
Here we will provide proofs for Propositions 2.2 and 2.3 from Section 2.
Proposition 8.1.
Let $a(x', \xi )$ be in $S^{0}_1(\mathbb{R}^n)$ or $S^{-k(n)}_0(\mathbb{R}^n)$ for some $k(n)$ large depending only on the dimension. If $b(x',\xi ')\in S^{0}_1(\mathbb{R}^{n-1}),$ then
If $a\in S^{-k(n)}_0$, then $ab \in S^{-k(n)}_0$ so we may directly appeal to Equation 2.8. So we only need to treat the case when $a\in S^0_1$.
It suffices to show that for $a(x', \xi ) \in S^{-k}_1(\mathbb{R}^n)$ with $k \geq 0$ and $b(x',\xi ') \in S^{0}_1(\mathbb{R}^{n-1})$ one can write
$$\begin{align} (ab)(x',hD)u = a(x',hD) b(x',hD') u - \sum _{1\leq |\alpha |\leq k(n)}h^{|\alpha |}Op_h(\partial _x^\alpha b \partial _\xi ^\alpha a ) -Op_h(m) \cssId{texmlid30}{\tag{8.1}} \end{align}$$
with $m\in S_0^{-k(n)}$. The last term $Op_h(m)$ takes $L^r\to L^r$ by Equation 2.8. The first term is a composition of an operator taking $L^r(\mathbb{R}^{n-1}) \to L^r(\mathbb{R}^{n-1})$ (leaving the $x_n$ direction untouched) and an operator from $L^r(\mathbb{R}^{n}) \to L^r(\mathbb{R}^{n})$ by Equation 2.8. The middle term involves sums of derivatives $\partial _x^\alpha b\partial _\xi ^\alpha a \in S^0_1 S^{-k-|\alpha |}_1$ with $|\alpha |\geq 1$. This means we can inductively apply Equation 8.1 until we land in $S^0_1 S^{-k(n)}_1(\mathbb{R}^n)$ and apply Equation 2.8.
Differentiating $m(x',\xi )$ and passing the derivative under the integral using Lebesgue theory shows that $m(x',\xi ) \in S^{-k(n) - 1}_0(\mathbb{R}^n)$.
■
Composition of two $\Psi$DO operators in this class can be described by the composition calculus
for all $N\in \mathbb{N}$. This leads to the following statement about the remainder term of the composition.
Lemma 8.2.
Let $a \in S^{k_1}_1 S^{\ell _1}_1 \cup S^{k_1}_1 S^{-k(n)+\ell _1}_0$ and $b \in S^{-k_1}_1 S^{-\ell _1}_1 \cup S^{-k_1}_1 S^{-\ell _1 -k(n)}_0$; then one has
Since $a\in S^{k_1}_1S_1^{\ell _1} \cup S^{k_1}_1 S^{-k(n) +\ell _1}_0$ and $b\in S^{-k_1}_1S_1^{-\ell _1} \cup S^{-k_1}_1 S^{-k(n) -\ell _1}_0$ we may write $a = a^ta^v$ and $b= b^tb^v$ where
We see then that for each $(\alpha ,\theta ,y,h,\eta )$ the symbol $m^{\alpha }_{\theta ,y,h,\eta } (x', \xi )$ is a sum of finitely many (depending on the choice of $N$) terms of the form
The constant is independent of $\eta$,$y'$,$\theta$, and $h$. The analogous conclusion can be made if $a^v(x',\xi ) \in S^{-k(n) +\ell _1}_0$ or $b^v(x',\xi )\in S^{-k(n)-\ell _1}_0$. Therefore we conclude that, as a function of $(x',\xi )$,Equation 8.4 is a symbol in $S^0_1 S^0_1 \cup S^0_1 S^{-k(n)}$ whose seminorms are uniformly bounded in $\eta$,$y'$,$\theta$, and $h$. Since $m^\alpha _{\theta ,y,h,\eta }(x',\xi )$ is a finite sum of these objects, we may apply Proposition 8.1 to obtain
The composition formula given by Lemma 8.2 in conjunction with the mapping property asserted in Proposition 8.1 also allows us to deduce Proposition 2.2 by composition with suitable powers of $\langle hD'\rangle \langle hD\rangle$.
Since pre-composition by $\langle hD'\rangle ^{-k}\langle hD\rangle ^{-\ell }$ amounts to multiplication of symbols without remainders, it suffices to show that symbols $a(x',\xi )\!\in \! S^{k}_1 S^{\ell }_1 \cup S^{k}_1 S^{-k(n)+\ell }_0$ take $L^r \to W^{-k,-\ell ,r}$. Indeed, by Lemma 8.2 we have that
The proof goes along the same idea as Lemma 8.2 except that to show the boundedness of the remainder in the mixed Sobolev norms one uses Proposition 2.2.
We may then proceed as in the proof of Lemma 8.2 to conclude that for $N\geq k(n)$ sufficiently large, $m^\alpha _{\theta ,y,h,\eta }(x',\xi )$ is a finite sum of symbols in $S^{k_1 + k_2}_1 S^{\ell _1+\ell _2}_1 \cup S^{k_1+k_2}_1 S^{-k(n) + \ell _1+ \ell _2}_0$ whose seminorms are uniformly bounded in $(\theta ,y,h,\eta )$. We can now use Proposition 2.2 to conclude that
The authors would like to thank the organizers of the Program on Inverse Problems at the Institut Henri Poincaré, where this project began. We would also like to thank Henrik Shahgholian of KTH and Yishao Zhou of Stockholm University for their hospitality during the summer of 2016. In addition, we would like to thank Boaz Haberman for several helpful discussions, and Sagun Chanillo for helping to explain the proof of Lemma 4.2.
Let $q_1, q_2 \in L^{n/2}(\Omega )$ be such that $\Lambda _{q_1}f \mid _{\mathbf{F}} = \Lambda _{q_2}f \mid _{\mathbf{F}}$ for all $f\in C^\infty _0(\mathbf{B})$. Then $q_1 = q_2$.
Theorem 1.3.
Suppose $h > 0$ is sufficently small. Then there exists an operator $G_\Gamma : L^{p'}(\Omega ) \to L^p(\Omega )$ which satisfies
Furthermore, for all $f\in L^{p'}$,$G_\Gamma f \in H^1(\Omega )$ and $G_\Gamma f \mid _{\Gamma } = 0$.
Theorem 1.4.
Let $u \in C^2(\bar{\Omega })$ be a function which vanishes along $\partial \Omega$ and $\partial _\nu u \mid _{\Gamma ^c} = 0$. One then has the Carleman estimates
where $p_{\alpha ,\beta }$ is the seminorm defined by $p_{\alpha ,\beta }(a) \coloneq \sup _{x,\xi } |\partial _x^\alpha \partial _\xi ^\beta a(x,\xi )| \langle \xi \rangle ^{|\beta |}$ and $k(n)\in \mathbb{N}$ depends on the dimension only.ii) Denote by $k(n)$ to be the smallest integer for which 2.6 holds. Let $a(x,\xi )$ be a symbol in $S_0^{-k(n)}(\mathbb{R}^n)$. Then for all $1<r<\infty$
If $u\in L^r(\mathbb{R}^n)$ is supported only in $\{x_n \geq 0\}$, then $j^{-1}(x',hD)u \in W^{1,r}(\mathbb{R}^n)$ has trace zero along $\{x_n = 0\}$ and vanishes identically on the set $\{x_n \!<\!0\}$.
Lemma 3.2.
Let $a(x',\xi ') \in S^{1}_1(\mathbb{R}^{n-1})$. Then
where $m(x',hD)$ and $\sum _{|\alpha |=1} (j^{-2} \partial _{\xi '}^\alpha a \partial _{x'}^\alpha F)(x',hD)$ map $L^{r} \to L^r$ with norm bounded by a constant independent of $h$. Furthermore, the commutator
Furthermore, we can split $\tilde{G}_\phi = \tilde{G}_\phi ^c + (\tilde{G}_\phi - \tilde{G}_\phi ^c)$ such that $(\tilde{G}_\phi - \tilde{G}_\phi ^c)$ is a $\Psi$DO with symbol in $S^{-2}_1(\mathbb{R}^n)$ and
Let $\tilde{\rho }(\xi ') \in S^{-\infty }(\mathbb{R}^{n-1})$ be a smooth symbol with support compactly contained in $|\xi '| <1$. Then $\tilde{\rho }(hD') \tilde{G}_\phi ^c = Op_h(S^{-\infty }(\mathbb{R}^n)) + h m(x',hD)\tilde{G}_\phi$ for some $m(x',\xi )\in S^{-\infty }(\mathbb{R}^n)$.
Furthermore, $P_lv \in H^1_{\mathrm{loc}}(\mathbb{R}^n)$ with $P_lv \mid _{x_n = 0} = 0$ for all $v\in L^{p'}(\mathbb{R}^n)$.
Proposition 5.2.
Let $\tilde{\Omega }\subset \mathbb{R}^n_+$ be a bounded domain with $\partial \tilde{\Omega }\cap \{x_n = 0\} \neq \varnothing$. Denote by $\mathbf{1}_{\tilde{\Omega }}$ the indicator function of $\tilde{\Omega }$. Then $P_l$ is a parametrix at large frequencies with vanishing trace on the boundary of the upper half space, in the sense that for all $v \in L^{p'}(\tilde{\Omega })$,
where $R_l = \mathbf{1}_{\tilde{\Omega }} R_l \mathbf{1}_{\tilde{\Omega }}$ and $R_l' = \mathbf{1}_{\tilde{\Omega }} R_l'\mathbf{1}_{\tilde{\Omega }}$ have the estimates
$$\begin{equation} \langle h^2\Delta ^{*}_{\phi }u, G_{\Gamma }v \rangle _{\Omega } = \langle u, v \rangle _{\Omega } \cssId{CarlemanIbyP}{\tag{6.8}} \end{equation}$$
Proposition 7.1.
Let $L \in L^2(\Omega )$ with $\|L\|_{L^2} \leq Ch^2$, and let $q\in L^{n/2}(\Omega )$. For all $a = a_h\in L^\infty$ with $\|a_h\|_{L^\infty } \leq C$, there exists a solution of
$$\begin{eqnarray} h^2(\Delta _\phi + q) r = h^2 q a + L\ \ \ r\mid _{\Gamma } = 0\cssId{solve}{\tag{7.1}} \end{eqnarray}$$
with estimates $\|r\|_{L^2} \leq o(1)$ and $\|r\|_{L^p} \leq O(1)$.
Let $\omega$ and $\omega '$ be two unit vectors which are mutually orthogonal. Let $\Gamma \subset \partial \Omega$ be an open subset compactly contained in $\{x\in \partial \Omega \mid \omega \cdot \nu (x) >0\}$. For all $q\in L^{n/2}$ there exists solutions to
$$\begin{equation*} u = e^{\frac{\omega \cdot x + i \omega '\cdot x + hi\psi _h}{h}}(1 + a_h + r) \end{equation*}$$
with $\|a_h\|_{L^\infty } \leq C$,$a_h \to 0$ pointwise in $\Omega$ as $h\to 0$. The remainder $r\in L^p$ satisfies the estimates $\|r\|_{L^2} = o(1)$ and $\|r\|_{p} \leq C$ as $h\to 0$.
Proposition 8.1.
Let $a(x', \xi )$ be in $S^{0}_1(\mathbb{R}^n)$ or $S^{-k(n)}_0(\mathbb{R}^n)$ for some $k(n)$ large depending only on the dimension. If $b(x',\xi ')\in S^{0}_1(\mathbb{R}^{n-1}),$ then
Let $a \in S^{k_1}_1 S^{\ell _1}_1 \cup S^{k_1}_1 S^{-k(n)+\ell _1}_0$ and $b \in S^{-k_1}_1 S^{-\ell _1}_1 \cup S^{-k_1}_1 S^{-\ell _1 -k(n)}_0$; then one has
Jutta Bikowski, Kim Knudsen, and Jennifer L. Mueller, Direct numerical reconstruction of conductivities in three dimensions using scattering transforms, Inverse Problems 27 (2011), no. 1, 015002, 19, DOI 10.1088/0266-5611/27/1/015002. MR2746405, Show rawAMSref\bib{num2}{article}{
author={Bikowski, Jutta},
author={Knudsen, Kim},
author={Mueller, Jennifer L.},
title={Direct numerical reconstruction of conductivities in three dimensions using scattering transforms},
journal={Inverse Problems},
volume={27},
date={2011},
number={1},
pages={015002, 19},
issn={0266-5611},
review={\MR {2746405}},
doi={10.1088/0266-5611/27/1/015002},
}
Reference [2]
Franck Boyer and Jérôme Le Rousseau, Carleman estimates for semi-discrete parabolic operators and application to the controllability of semi-linear semi-discrete parabolic equations, Ann. Inst. H. Poincaré Anal. Non Linéaire 31 (2014), no. 5, 1035–1078, DOI 10.1016/j.anihpc.2013.07.011. MR3258365, Show rawAMSref\bib{jerome2}{article}{
author={Boyer, Franck},
author={Le Rousseau, J\'{e}r\^{o}me},
title={Carleman estimates for semi-discrete parabolic operators and application to the controllability of semi-linear semi-discrete parabolic equations},
journal={Ann. Inst. H. Poincar\'{e} Anal. Non Lin\'{e}aire},
volume={31},
date={2014},
number={5},
pages={1035--1078},
issn={0294-1449},
review={\MR {3258365}},
doi={10.1016/j.anihpc.2013.07.011},
}
Reference [3]
Alexander L. Bukhgeim and Gunther Uhlmann, Recovering a potential from partial Cauchy data, Comm. Partial Differential Equations 27 (2002), no. 3-4, 653–668, DOI 10.1081/PDE-120002868. MR1900557, Show rawAMSref\bib{BukUhl}{article}{
author={Bukhgeim, Alexander L.},
author={Uhlmann, Gunther},
title={Recovering a potential from partial Cauchy data},
journal={Comm. Partial Differential Equations},
volume={27},
date={2002},
number={3-4},
pages={653--668},
issn={0360-5302},
review={\MR {1900557}},
doi={10.1081/PDE-120002868},
}
Reference [4]
Sagun Chanillo, A problem in electrical prospection and an $n$-dimensional Borg-Levinson theorem, Proc. Amer. Math. Soc. 108 (1990), no. 3, 761–767, DOI 10.2307/2047798. MR998731, Show rawAMSref\bib{ch}{article}{
author={Chanillo, Sagun},
title={A problem in electrical prospection and an $n$-dimensional Borg-Levinson theorem},
journal={Proc. Amer. Math. Soc.},
volume={108},
date={1990},
number={3},
pages={761--767},
issn={0002-9939},
review={\MR {998731}},
doi={10.2307/2047798},
}
Reference [5]
F.J. Chung. A partial data result for the magnetic Schrödinger inverse problem. Anal. and PDE, 7 (2014), 117-157.
Reference [6]
Francis J. Chung, Partial data for the Neumann-to-Dirichlet map, J. Fourier Anal. Appl. 21 (2015), no. 3, 628–665, DOI 10.1007/s00041-014-9379-5. MR3345369, Show rawAMSref\bib{ChuND}{article}{
author={Chung, Francis J.},
title={Partial data for the Neumann-to-Dirichlet map},
journal={J. Fourier Anal. Appl.},
volume={21},
date={2015},
number={3},
pages={628--665},
issn={1069-5869},
review={\MR {3345369}},
doi={10.1007/s00041-014-9379-5},
}
[7]
Francis J. Chung, Partial data for the Neumann-Dirichlet magnetic Schrödinger inverse problem, Inverse Probl. Imaging 8 (2014), no. 4, 959–989, DOI 10.3934/ipi.2014.8.959. MR3295954, Show rawAMSref\bib{ChuNDMSIP}{article}{
author={Chung, Francis J.},
title={Partial data for the Neumann-Dirichlet magnetic Schr\"{o}dinger inverse problem},
journal={Inverse Probl. Imaging},
volume={8},
date={2014},
number={4},
pages={959--989},
issn={1930-8337},
review={\MR {3295954}},
doi={10.3934/ipi.2014.8.959},
}
Reference [8]
F.J. Chung, P. Ola, M. Salo, and L. Tzou, Partial data inverse problems for the Maxwell equations, Preprint (2015), arXiv:1502.01618.
Reference [9]
Francis J. Chung, Mikko Salo, and Leo Tzou, Partial data inverse problems for the Hodge Laplacian, Anal. PDE 10 (2017), no. 1, 43–93, DOI 10.2140/apde.2017.10.43. MR3611013, Show rawAMSref\bib{ChuSalTzo}{article}{
author={Chung, Francis J.},
author={Salo, Mikko},
author={Tzou, Leo},
title={Partial data inverse problems for the Hodge Laplacian},
journal={Anal. PDE},
volume={10},
date={2017},
number={1},
pages={43--93},
issn={2157-5045},
review={\MR {3611013}},
doi={10.2140/apde.2017.10.43},
}
Reference [10]
H. Cornean, K. Knudsen, and S. Siltanen, Towards a $d$-bar reconstruction method for three-dimensional EIT, J. Inverse Ill-Posed Probl. 14 (2006), no. 2, 111–134, DOI 10.1163/156939406777571102. MR2242300, Show rawAMSref\bib{num4}{article}{
author={Cornean, H.},
author={Knudsen, K.},
author={Siltanen, S.},
title={Towards a $d$-bar reconstruction method for three-dimensional EIT},
journal={J. Inverse Ill-Posed Probl.},
volume={14},
date={2006},
number={2},
pages={111--134},
issn={0928-0219},
review={\MR {2242300}},
doi={10.1163/156939406777571102},
}
Reference [11]
Fabrice Delbary and Kim Knudsen, Numerical nonlinear complex geometrical optics algorithm for the 3D Calderón problem, Inverse Probl. Imaging 8 (2014), no. 4, 991–1012, DOI 10.3934/ipi.2014.8.991. MR3295955, Show rawAMSref\bib{num1}{article}{
author={Delbary, Fabrice},
author={Knudsen, Kim},
title={Numerical nonlinear complex geometrical optics algorithm for the 3D Calder\'{o}n problem},
journal={Inverse Probl. Imaging},
volume={8},
date={2014},
number={4},
pages={991--1012},
issn={1930-8337},
review={\MR {3295955}},
doi={10.3934/ipi.2014.8.991},
}
Reference [12]
Fabrice Delbary, Per Christian Hansen, and Kim Knudsen, Electrical impedance tomography: 3D reconstructions using scattering transforms, Appl. Anal. 91 (2012), no. 4, 737–755, DOI 10.1080/00036811.2011.598863. MR2911257, Show rawAMSref\bib{num3}{article}{
author={Delbary, Fabrice},
author={Hansen, Per Christian},
author={Knudsen, Kim},
title={Electrical impedance tomography: 3D reconstructions using scattering transforms},
journal={Appl. Anal.},
volume={91},
date={2012},
number={4},
pages={737--755},
issn={0003-6811},
review={\MR {2911257}},
doi={10.1080/00036811.2011.598863},
}
Reference [13]
David Dos Santos Ferreira, Carlos E. Kenig, and Mikko Salo, Determining an unbounded potential from Cauchy data in admissible geometries, Comm. Partial Differential Equations 38 (2013), no. 1, 50–68, DOI 10.1080/03605302.2012.736911. MR3005546, Show rawAMSref\bib{DosKenSal}{article}{
author={Dos Santos Ferreira, David},
author={Kenig, Carlos E.},
author={Salo, Mikko},
title={Determining an unbounded potential from Cauchy data in admissible geometries},
journal={Comm. Partial Differential Equations},
volume={38},
date={2013},
number={1},
pages={50--68},
issn={0360-5302},
review={\MR {3005546}},
doi={10.1080/03605302.2012.736911},
}
[14]
Boaz Haberman and Daniel Tataru, Uniqueness in Calderón’s problem with Lipschitz conductivities, Duke Math. J. 162 (2013), no. 3, 496–516, DOI 10.1215/00127094-2019591. MR3024091, Show rawAMSref\bib{HabTat}{article}{
author={Haberman, Boaz},
author={Tataru, Daniel},
title={Uniqueness in Calder\'{o}n's problem with Lipschitz conductivities},
journal={Duke Math. J.},
volume={162},
date={2013},
number={3},
pages={496--516},
issn={0012-7094},
review={\MR {3024091}},
doi={10.1215/00127094-2019591},
}
[15]
Boaz Haberman, Uniqueness in Calderón’s problem for conductivities with unbounded gradient, Comm. Math. Phys. 340 (2015), no. 2, 639–659, DOI 10.1007/s00220-015-2460-3. MR3397029, Show rawAMSref\bib{Hab}{article}{
author={Haberman, Boaz},
title={Uniqueness in Calder\'{o}n's problem for conductivities with unbounded gradient},
journal={Comm. Math. Phys.},
volume={340},
date={2015},
number={2},
pages={639--659},
issn={0010-3616},
review={\MR {3397029}},
doi={10.1007/s00220-015-2460-3},
}
[16]
David Jerison, Carleman inequalities for the Dirac and Laplace operators and unique continuation, Adv. in Math. 62 (1986), no. 2, 118–134, DOI 10.1016/0001-8708(86)90096-4. MR865834, Show rawAMSref\bib{Jer}{article}{
author={Jerison, David},
title={Carleman inequalities for the Dirac and Laplace operators and unique continuation},
journal={Adv. in Math.},
volume={62},
date={1986},
number={2},
pages={118--134},
issn={0001-8708},
review={\MR {865834}},
doi={10.1016/0001-8708(86)90096-4},
}
Reference [17]
David Jerison and Carlos E. Kenig, Unique continuation and absence of positive eigenvalues for Schrödinger operators, Ann. of Math. (2) 121 (1985), no. 3, 463–494, DOI 10.2307/1971205. With an appendix by E. M. Stein. MR794370, Show rawAMSref\bib{JerKen}{article}{
author={Jerison, David},
author={Kenig, Carlos E.},
title={Unique continuation and absence of positive eigenvalues for Schr\"{o}dinger operators},
note={With an appendix by E. M. Stein},
journal={Ann. of Math. (2)},
volume={121},
date={1985},
number={3},
pages={463--494},
issn={0003-486X},
review={\MR {794370}},
doi={10.2307/1971205},
}
[18]
Carlos Kenig and Mikko Salo, The Calderón problem with partial data on manifolds and applications, Anal. PDE 6 (2013), no. 8, 2003–2048, DOI 10.2140/apde.2013.6.2003. MR3198591, Show rawAMSref\bib{KenSal}{article}{
author={Kenig, Carlos},
author={Salo, Mikko},
title={The Calder\'{o}n problem with partial data on manifolds and applications},
journal={Anal. PDE},
volume={6},
date={2013},
number={8},
pages={2003--2048},
issn={2157-5045},
review={\MR {3198591}},
doi={10.2140/apde.2013.6.2003},
}
Reference [19]
Carlos Kenig and Mikko Salo, Recent progress in the Calderón problem with partial data, Inverse problems and applications, Contemp. Math., vol. 615, Amer. Math. Soc., Providence, RI, 2014, pp. 193–222, DOI 10.1090/conm/615/12245. MR3221605, Show rawAMSref\bib{KenSalreview}{article}{
author={Kenig, Carlos},
author={Salo, Mikko},
title={Recent progress in the Calder\'{o}n problem with partial data},
conference={ title={Inverse problems and applications}, },
book={ series={Contemp. Math.}, volume={615}, publisher={Amer. Math. Soc., Providence, RI}, },
date={2014},
pages={193--222},
review={\MR {3221605}},
doi={10.1090/conm/615/12245},
}
Reference [20]
C. E. Kenig, A. Ruiz, and C. D. Sogge, Uniform Sobolev inequalities and unique continuation for second order constant coefficient differential operators, Duke Math. J. 55 (1987), no. 2, 329–347, DOI 10.1215/S0012-7094-87-05518-9. MR894584, Show rawAMSref\bib{krs}{article}{
author={Kenig, C. E.},
author={Ruiz, A.},
author={Sogge, C. D.},
title={Uniform Sobolev inequalities and unique continuation for second order constant coefficient differential operators},
journal={Duke Math. J.},
volume={55},
date={1987},
number={2},
pages={329--347},
issn={0012-7094},
review={\MR {894584}},
doi={10.1215/S0012-7094-87-05518-9},
}
Reference [21]
Carlos E. Kenig, Johannes Sjöstrand, and Gunther Uhlmann, The Calderón problem with partial data, Ann. of Math. (2) 165 (2007), no. 2, 567–591, DOI 10.4007/annals.2007.165.567. MR2299741, Show rawAMSref\bib{ksu}{article}{
author={Kenig, Carlos E.},
author={Sj\"{o}strand, Johannes},
author={Uhlmann, Gunther},
title={The Calder\'{o}n problem with partial data},
journal={Ann. of Math. (2)},
volume={165},
date={2007},
number={2},
pages={567--591},
issn={0003-486X},
review={\MR {2299741}},
doi={10.4007/annals.2007.165.567},
}
Reference [22]
Katsiaryna Krupchyk, Matti Lassas, and Gunther Uhlmann, Determining a first order perturbation of the biharmonic operator by partial boundary measurements, J. Funct. Anal. 262 (2012), no. 4, 1781–1801, DOI 10.1016/j.jfa.2011.11.021. MR2873860, Show rawAMSref\bib{KruLasUhl}{article}{
author={Krupchyk, Katsiaryna},
author={Lassas, Matti},
author={Uhlmann, Gunther},
title={Determining a first order perturbation of the biharmonic operator by partial boundary measurements},
journal={J. Funct. Anal.},
volume={262},
date={2012},
number={4},
pages={1781--1801},
issn={0022-1236},
review={\MR {2873860}},
doi={10.1016/j.jfa.2011.11.021},
}
Reference [23]
Katya Krupchyk and Gunther Uhlmann, The Calderón problem with partial data for conductivities with 3/2 derivatives, Comm. Math. Phys. 348 (2016), no. 1, 185–219, DOI 10.1007/s00220-016-2666-z. MR3551265, Show rawAMSref\bib{KruUhl32}{article}{
author={Krupchyk, Katya},
author={Uhlmann, Gunther},
title={The Calder\'{o}n problem with partial data for conductivities with 3/2 derivatives},
journal={Comm. Math. Phys.},
volume={348},
date={2016},
number={1},
pages={185--219},
issn={0010-3616},
review={\MR {3551265}},
doi={10.1007/s00220-016-2666-z},
}
Reference [24]
Adrian I. Nachman, Inverse scattering at fixed energy, Mathematical physics, X (Leipzig, 1991), Springer, Berlin, 1992, pp. 434–441, DOI 10.1007/978-3-642-77303-7_48. MR1386440, Show rawAMSref\bib{LavNac}{article}{
author={Nachman, Adrian I.},
title={Inverse scattering at fixed energy},
conference={ title={Mathematical physics, X}, address={Leipzig}, date={1991}, },
book={ publisher={Springer, Berlin}, },
date={1992},
pages={434--441},
review={\MR {1386440}},
doi={10.1007/978-3-642-77303-7\_48},
}
Reference [25]
Mourad Bellassoued and Jérôme Le Rousseau, Carleman estimates for elliptic operators with complex coefficients. Part I: Boundary value problems(English, with English and French summaries), J. Math. Pures Appl. (9) 104 (2015), no. 4, 657–728, DOI 10.1016/j.matpur.2015.03.011. MR3394613, Show rawAMSref\bib{jerome1}{article}{
author={Bellassoued, Mourad},
author={Le Rousseau, J\'{e}r\^{o}me},
title={Carleman estimates for elliptic operators with complex coefficients. Part I: Boundary value problems},
language={English, with English and French summaries},
journal={J. Math. Pures Appl. (9)},
volume={104},
date={2015},
number={4},
pages={657--728},
issn={0021-7824},
review={\MR {3394613}},
doi={10.1016/j.matpur.2015.03.011},
}
Reference [26]
Jérôme Le Rousseau, On Carleman estimates with two large parameters, Indiana Univ. Math. J. 64 (2015), no. 1, 55–113, DOI 10.1512/iumj.2015.64.5397. MR3320520, Show rawAMSref\bib{jerome3}{article}{
author={Le Rousseau, J\'{e}r\^{o}me},
title={On Carleman estimates with two large parameters},
journal={Indiana Univ. Math. J.},
volume={64},
date={2015},
number={1},
pages={55--113},
issn={0022-2518},
review={\MR {3320520}},
doi={10.1512/iumj.2015.64.5397},
}
Reference [27]
Jérôme Le Rousseau and Gilles Lebeau, On Carleman estimates for elliptic and parabolic operators. Applications to unique continuation and control of parabolic equations, ESAIM Control Optim. Calc. Var. 18 (2012), no. 3, 712–747, DOI 10.1051/cocv/2011168. MR3041662, Show rawAMSref\bib{jerome4}{article}{
author={Le Rousseau, J\'{e}r\^{o}me},
author={Lebeau, Gilles},
title={On Carleman estimates for elliptic and parabolic operators. Applications to unique continuation and control of parabolic equations},
journal={ESAIM Control Optim. Calc. Var.},
volume={18},
date={2012},
number={3},
pages={712--747},
issn={1292-8119},
review={\MR {3041662}},
doi={10.1051/cocv/2011168},
}
Reference [28]
Adrian I. Nachman, Reconstructions from boundary measurements, Ann. of Math. (2) 128 (1988), no. 3, 531–576, DOI 10.2307/1971435. MR970610, Show rawAMSref\bib{Nac}{article}{
author={Nachman, Adrian I.},
title={Reconstructions from boundary measurements},
journal={Ann. of Math. (2)},
volume={128},
date={1988},
number={3},
pages={531--576},
issn={0003-486X},
review={\MR {970610}},
doi={10.2307/1971435},
}
Reference [29]
Adrian Nachman and Brian Street, Reconstruction in the Calderón problem with partial data, Comm. Partial Differential Equations 35 (2010), no. 2, 375–390, DOI 10.1080/03605300903296322. MR2748629, Show rawAMSref\bib{NacStr}{article}{
author={Nachman, Adrian},
author={Street, Brian},
title={Reconstruction in the Calder\'{o}n problem with partial data},
journal={Comm. Partial Differential Equations},
volume={35},
date={2010},
number={2},
pages={375--390},
issn={0360-5302},
review={\MR {2748629}},
doi={10.1080/03605300903296322},
}
Reference [30]
Mikko Salo, Semiclassical pseudodifferential calculus and the reconstruction of a magnetic field, Comm. Partial Differential Equations 31 (2006), no. 10-12, 1639–1666, DOI 10.1080/03605300500530420. MR2273968, Show rawAMSref\bib{salothesis}{article}{
author={Salo, Mikko},
title={Semiclassical pseudodifferential calculus and the reconstruction of a magnetic field},
journal={Comm. Partial Differential Equations},
volume={31},
date={2006},
number={10-12},
pages={1639--1666},
issn={0360-5302},
review={\MR {2273968}},
doi={10.1080/03605300500530420},
}
Reference [31]
Mikko Salo and Leo Tzou, Carleman estimates and inverse problems for Dirac operators, Math. Ann. 344 (2009), no. 1, 161–184, DOI 10.1007/s00208-008-0301-9. MR2481057, Show rawAMSref\bib{SalTzo}{article}{
author={Salo, Mikko},
author={Tzou, Leo},
title={Carleman estimates and inverse problems for Dirac operators},
journal={Math. Ann.},
volume={344},
date={2009},
number={1},
pages={161--184},
issn={0025-5831},
review={\MR {2481057}},
doi={10.1007/s00208-008-0301-9},
}
Reference [32]
Mikko Salo and Leo Tzou, Inverse problems with partial data for a Dirac system: a Carleman estimate approach, Adv. Math. 225 (2010), no. 1, 487–513, DOI 10.1016/j.aim.2010.03.003. MR2669360, Show rawAMSref\bib{SalTzo2}{article}{
author={Salo, Mikko},
author={Tzou, Leo},
title={Inverse problems with partial data for a Dirac system: a Carleman estimate approach},
journal={Adv. Math.},
volume={225},
date={2010},
number={1},
pages={487--513},
issn={0001-8708},
review={\MR {2669360}},
doi={10.1016/j.aim.2010.03.003},
}
Reference [33]
J. Sylvester and G. Uhlmann. A global uniqueness theorem for an inverse boundary problem. Ann. of Math.43 (1990), 201-232.
Reference [34]
M. W. Wong, An introduction to pseudo-differential operators, World Scientific Publishing Co., Inc., Teaneck, NJ, 1991, DOI 10.1142/9789814439275_bmatter. MR1100930, Show rawAMSref\bib{wong}{book}{
author={Wong, M. W.},
title={An introduction to pseudo-differential operators},
publisher={World Scientific Publishing Co., Inc., Teaneck, NJ},
date={1991},
pages={viii+114},
isbn={981-02-0286-5},
review={\MR {1100930}},
doi={10.1142/9789814439275\_bmatter},
}
Reference [35]
Maciej Zworski, Semiclassical analysis, Graduate Studies in Mathematics, vol. 138, American Mathematical Society, Providence, RI, 2012, DOI 10.1090/gsm/138. MR2952218, Show rawAMSref\bib{zworski_semiclassical}{book}{
author={Zworski, Maciej},
title={Semiclassical analysis},
series={Graduate Studies in Mathematics},
volume={138},
publisher={American Mathematical Society, Providence, RI},
date={2012},
pages={xii+431},
isbn={978-0-8218-8320-4},
review={\MR {2952218}},
doi={10.1090/gsm/138},
}
Show rawAMSref\bib{4147582}{article}{
author={Chung, Francis},
author={Tzou, Leo},
title={Partial data inverse problem with $L^{n/2}$ potentials},
journal={Trans. Amer. Math. Soc. Ser. B},
volume={7},
number={4},
date={2020},
pages={97-132},
issn={2330-0000},
review={4147582},
doi={10.1090/btran/39},
}
Settings
Change font size
Resize article panel
Enable equation enrichment
(Not available in this browser)
Note. To explore an equation, focus it (e.g., by clicking on it) and use the arrow keys to navigate its structure. Screenreader users should be advised that enabling speech synthesis will lead to duplicate aural rendering.