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On Calderon's problem for the connection Laplacian

Published online by Cambridge University Press:  05 January 2024

Ravil Gabdurakhmanov
Affiliation:
School of Mathematics, University of Leeds, Leeds LS2 9JT, UK ([email protected]; [email protected])
Gerasim Kokarev
Affiliation:
School of Mathematics, University of Leeds, Leeds LS2 9JT, UK ([email protected]; [email protected])
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Abstract

We consider Calderón's problem for the connection Laplacian on a real-analytic vector bundle over a manifold with boundary. We prove a uniqueness result for this problem when all geometric data are real-analytic, recovering the topology and geometry of a vector bundle up to a gauge transformation and an isometry of the base manifold.

Type
Research Article
Copyright
Copyright © The Author(s), 2024. Published by Cambridge University Press on behalf of The Royal Society of Edinburgh

1. Statement and discussion of results

1.1. Introduction

The purpose of this paper is to prove a uniqueness result for the Calderón inverse problem for the connection Laplacian on a vector bundle. Our main hypothesis is that the geometry of a vector bundle, that is a connection, a compatible inner product, and a Riemannian metric on the base manifold, are real-analytic. This Calderón problem is motivated by the Aharonov–Bohm effect that says that different gauge equivalence classes of electromagnetic potentials have different physical effects that can be detected by experiments. Thus, our uniqueness result shows that different gauge equivalence classes of connections have different boundary data, that is such classes are detectable by boundary measurements.

We discuss some of the related literature on this problem in due course, but now say a few words about the classical Calderón problem. Recall that the anisotropic Calderón problem asks whether one can read off the conductivity matrix of a medium from electrical voltage and current measurements on the boundary. In dimension greater than two this problem is equivalent to recovering a Riemannian metric on a compact manifold with boundary from the Dirichlet and Neumann data of harmonic functions. A classical result by Lassas and Uhlmann [Reference Lassas and Uhlmann13], see also [Reference Lassas, Taylor and Uhlmann14, Reference Lassas, Liimatainen and Salo15], solves this problem when a Riemannian metric is real-analytic. In more detail, it says that the topology and geometry of a real-analytic Riemannian manifold with boundary can be recovered from the Dirichlet-to-Neumann map for the Laplace–Beltrami operator. The main result of this paper can be viewed as a version of the Lassas–Uhlmann theorem in the setting of vector bundles, which allows us to recover additional topological and geometric structures. We proceed with the statement of related hypotheses and conclusions in more detail.

1.2. Main result

Let $(M_i,\,g_i)$, where $i=1,\,2$, be two connected compact Riemannian manifolds with boundary, and let $E_i$ be vector bundles over $M_i$. We assume that each $E_i$ is equipped with a connection $\nabla ^i$ and a Euclidean structure, that is a compatible inner product $\langle \cdot,\,\cdot \rangle _{E_i}$ in the sense that

\[ D_X\langle u,v\rangle_{E_i}=\langle\nabla^i_Xu,v\rangle_{E_i}+\langle u,\nabla^i_X v\rangle_{E_i} \]

for any smooth sections $u$ and $v$ of $E_i$, and any vector field $X$ on $M_i$. For open subsets $\Sigma _i\subset \partial M_i$ we denote by $\Lambda _{\Sigma _i}$ the corresponding Dirichlet-to-Neumann maps defined on compactly supported sections of $\left.E_i\right |_{\Sigma _i}$ by the taking the normal derivative of the harmonic extension, that is the solution of the equation

\[ \Delta^{E_i}u=0,\qquad \left.u\right|_{\partial M_i}=s, \]

where $s$ is a section of $\left.E_i\right |_{\partial M_i}$ supported in $\Sigma _i$, and $\Delta ^{E_i}$ is the connection Laplacian on $E_i$, see § 2 for details.

Let $\phi :\left.E_1\right |_{\Sigma _1}\to \left.E_2\right |_{\Sigma _2}$ be a morphism of vector bundles that covers a diffeomorphism $\psi :\Sigma _1\to \Sigma _2$, that is $\pi _2\circ \phi =\psi \circ \pi _1$, where $\pi _i$ is the projection map for $E_i$, $i=1,\,2$. We say that such a morphism $\phi$ intertwines with the Dirichlet-to-Neumann maps $\Lambda _{\Sigma _i}$ if

\[ \phi\circ\Lambda_{\Sigma_1}(s)\circ\psi^{{-}1}=\Lambda_{\Sigma_2}(\phi\circ s\circ\psi^{{-}1}) \]

for any smooth section $s$ of $\left.E_1\right |_{\Sigma _1}$. Recall that a vector bundle isomorphism is called Euclidean, if it preserves Euclidean structures. Our main result is the following theorem.

Theorem 1.1 Let $(M_i,\,g_i,\,E_i,\,\nabla ^i)$, where $i=1,\,2$, be two Euclidean real-analytic vector bundles defined over connected compact real-analytic Riemannian manifolds with boundary, equipped with real-analytic connections. Suppose that $\dim M_i\geqslant 3$ for each $i=1,\,2$, and for some open subsets $\Sigma _i\subset \partial M_i$ there exists a real-analytic Euclidean vector bundle isomorphism $\phi :\left.E_1\right |_{\Sigma _1}\to \left.E_2\right |_{\Sigma _2}$ that intertwines with the corresponding Dirichlet-to-Neumann operators $\Lambda _{\Sigma _1}$ and $\Lambda _{\Sigma _2}$. Then the vector bundles $E_1$ and $E_2$ are isomorphic, and moreover, there exists a real-analytic Euclidean vector bundle isomorphism $\Phi :E_1\to E_2$ that covers an isometry $\Psi :(M_1,\,g_1)\to (M_2,\,g_2)$, such that $\Phi ^*\nabla ^2=\nabla ^1$ and $\left.\Phi \right |_{\Sigma _1}=\phi$.

We note that the presence of Euclidean structures on vector bundles $E_i$ in theorem 1.1 plays an auxiliary, but important role. In more detail, neither the connection Laplacian nor the associated Dirichlet-to-Neumann operator depend on them, see § 2. On the other hand, we do not know whether the assumption that the isomorphism $\phi$ in theorem 1.1 is Euclidean, and the conclusion that so is its extension $\Phi$, can be dropped.

It is an open problem whether the conclusions in theorem 1.1 hold for arbitrary smooth geometric data, connections and Riemannian metrics, on vector bundles. Under different conditions a similar problem has been considered by Cekić [Reference Cekić2, Reference Cekić3]. Let us also mention that in [Reference Kurylev, Oksanen and Paternain12] the authors consider the Calderón problem for the wave operator of the connection Laplacian on Hermitian vector bundles, and obtain conclusions similar to the ones in theorem 1.1 without any hypotheses on the geometry of vector bundles.

Note that the hypothesis on the dimension of the base manifolds $M_i$ in our results is essential for the conclusions to hold. In dimension two the connection Laplacian behaves differently when a Riemannian metric on the base changes conformally, see § 2, and the Riemannian metric on the base can not be recovered. However, as our next theorem shows, a vector bundle with a connection are still determined by the corresponding Dirichlet-to-Neumann operator. To state this result we first need to fix more specific notation.

As is well-known, the conformal class of any smooth metric $g$ on a compact connected surface $M$ determines a real-analytic structure, that is an atlas formed by isothermal charts of $g$. We say that a pair $(M,\,c)$, where $c$ is a conformal class of Riemannian metrics on $M$, is a real-analytic surface with boundary, if the real-analytic structure on $M$ is determined by the conformal class $c$, and the boundary is real-analytic with respect to this structure. Let $E_i$, where $i=1,\,2$, be vector bundles over $M$. Suppose that for an open set $\Sigma \subset \partial M$ there is a morphism of vector bundles $\phi :\left.E_1\right |_{\Sigma }\to \left.E_2\right |_{\Sigma }$ that covers the identity map on the base, that is $\pi _2\circ \phi =\pi _1$, where $\pi _i$ is the projection map for $E_i$, $i=1,\,2$. Similarly to the notation used above, we say that such a morphism $\phi$ intertwines with the Dirichlet-to-Neumann maps $\Lambda _{i,\Sigma }$ relative to the conformal class $c$, if

\[ \phi\circ\Lambda_{1,\Sigma}(s)=\Lambda_{2,\Sigma}(\phi\circ s) \]

for any smooth section $s$ of $\left.E_1\right |_{\Sigma }$, where the Dirichlet-to-Neumann operators are defined using some metric $g\in c$. It is straightforward to see that this relation does not depend on a metric $g$ in a fixed conformal class $c$, used to define the Dirichlet-to-Neumann operators, but depends on the conformal class $c$. The following theorem is the version of our main result for vector bundles over surfaces.

Theorem 1.2 Let $(M,\,c)$ be a compact connected real-analytic surface with boundary, and let $E_1$ and $E_2$ be two Euclidean real-analytic vector bundles over $M$ equipped with real-analytic connections $\nabla ^1$ and $\nabla ^2$ respectively. Suppose that for some open subset $\Sigma \subset \partial M$ there exists a real-analytic Euclidean vector bundle isomorphism $\phi :\left.E_1\right |_{\Sigma }\to \left.E_2\right |_{\Sigma }$ that covers the identity map and intertwines with the corresponding Dirichlet-to-Neumann operators $\Lambda _{1,\Sigma }$ and $\Lambda _{2,\Sigma }$ relative to $c$. Then the bundles $E_1$ and $E_2$ are isomorphic, and moreover, there exists a real-analytic Euclidean vector bundle isomorphism $\Phi :E_1\to E_2$ that covers the identity map of $M$, such that $\Phi ^*\nabla ^2=\nabla ^1$ and $\left.\Phi \right |_{\Sigma }=\phi$.

Related results on the Calderón problem for the connection Laplacian on vector bundles over surfaces can be found in [Reference Albin, Guillarmou, Tzou and Uhlmann1, Reference Guillarmou and Tzou10], where the authors are concerned with recovering a connection on a fixed vector bundle. Although our hypothesis that the related data are real-analytic might be more restrictive than the ones used in the literature, we do not know any similar uniqueness results for the topology of a vector bundle. It is likely that theorem 1.2 can be improved, and the topology of the base surface together with the conformal class of metrics on it can also be identified. We plan to address this problem in a future work.

The proofs of theorems 1.1 and 1.2 build on an elegant idea in [Reference Lassas, Taylor and Uhlmann14]. Using Green kernels for the connection Laplacian, we construct immersions of our vector bundles into some function space, and recover the geometry and topology from their images. We believe that some technical details of our argument in the setting of vector bundles might be of independent interest, and the improvements give a more streamlined proof of the original results in [Reference Lassas, Taylor and Uhlmann14]. A few generalizations of our results are possible. First, theorem 1.1 can be extended to vector bundles over non-compact complete manifolds with compact boundaries. Second, the conclusions continue to hold for the Dirichlet-to-Neumann operators associated with Schrodinger operators, that is connection Laplacians with symmetric real-analytic potentials, see [Reference Gabdurakhmanov7]. It is likely that the hypothesis that potentials are real-analytic can be significantly weakened, but we have made no attempt in pursuing this direction. In [Reference Gabdurakhmanov7] the first-named author also obtains analogous results for the Jacobi operator, and applies them to the Calderón problem for the harmonic map equation.

1.3. Organization of the paper

The paper is organized in the following way. In § 2 we introduce notation and recall background material on the connection Laplacian and its Green kernel. Here we also recall the results that relate the symbol of the Dirichlet-to-Neumann operator to the geometry on and near the boundary. Section 3 is the main body of the paper. Here we define the immersions of vector bundles via Green kernels to some function space, describe its properties, and prove main results. In § 4 we outline the version of the main argument for vector bundles over surfaces, which gives the proof of theorem 1.2. In the last section we collect proofs of auxiliary statements.

2. Preliminaries

2.1. Notation

Let $(M,\,g)$ be a connected compact Riemannian manifold with boundary, and let $E$ be a vector bundle over $M$. We suppose that $E$ is equipped with a connection $\nabla ^E$ and a Euclidean structure, that is an inner product $\langle \cdot,\,\cdot \rangle _E$ compatible with $\nabla ^E$. The latter induces a natural $L_2$-product on the space of smooth sections $\Gamma (E)$ by the formula

\[ (u,v)_2=\int\limits_M\langle u_x,v_x\rangle_E\mathit{dVol}_g(x), \]

where $\mathit {Vol}_g$ is the volume measure on $M$. Below we use the notation $\Gamma (V)$ for the space of smooth sections of a vector bundle $V$ over $M$. We also have a natural $L_2$-product on $\Gamma (T^*M\otimes E)$, defined by the formula

\[ (\alpha,\beta)_2=\int\limits_M\mathit{trace}_g\langle \alpha_x({\cdot}),\beta_x({\cdot})\rangle_E\mathit{dVol}_g(x), \]

where $\mathit {trace}_g$ is the trace (contraction) with respect to a metric tensor $g$ on $M$.

Recall that the connection Laplacian $\Delta _g^E$ is a second order differential operator on sections of $E$ defined by the formula

(2.1)\begin{equation} \Delta^E_g={-}\mathit{trace}_g\nabla^2, \end{equation}

where $\nabla ^2:\Gamma (E)\to \Gamma (\otimes ^2 T^*M\otimes E)$ is the natural second derivative determined by the Levi-Civita connection on $M$ and the connection $\nabla ^E$ on $E$. Equivalently, it can be defined as the composition $(\nabla ^E)^*\nabla ^E$, where $(\nabla ^E)^*$ is the formally adjoint operator with respect to the $L_2$-products on $\Gamma (E)$ and $\Gamma (T^*M\otimes E)$ defined above, see [Reference Eells and Lemaire5, Section 1]. Note that although the second definition uses the inner product on $E$, by relation (2.1) the operator $\Delta ^E_g$ does not depend on such an inner product.

Now we briefly discuss the behaviour of the connection Laplacian when a Riemannian metric or a connection change. First, if $\tilde g=\exp (2\varphi ) g$ is another Riemannian metric, then a direct computation shows that

\[ \Delta^E_{\tilde g}s=\exp({-}2\varphi)(\Delta^E_{g}s-(n-2)\nabla^E_{Z}s), \]

where $Z=\operatorname {grad}\varphi$ is the gradient vector field with respect to a metric $g$, and $n$ is the dimension of $M$. In particular, when $n=2$, the operator $\Delta ^E_g$ is conformally covariant, and a section $s\in \Gamma (E)$ is harmonic or not with respect to $g$ and $\tilde g$ simultaneously. Second, consider another connection $\tilde \nabla ^E$ on $E$, and denote by $\tilde \Delta _g^E$ the corresponding connection Laplacian. Recall that a vector bundle isomorphism $\Phi :E\to E$ is called a gauge equivalence if $\Phi ^*\tilde \nabla ^E=\nabla ^E$, that is

\[ \nabla^E_Xs=\Phi^{{-}1}\circ\tilde\nabla_X^E(\Phi\circ s) \]

for any section $s\in \Gamma (E)$. In a local frame for $E$, this relation is equivalent to

\[ \omega=\gamma^{{-}1}\tilde\omega\gamma+\gamma^{{-}1}d\gamma, \]

where $\omega$ and $\tilde \omega$ are the connection matrices of $\nabla ^E$ and $\tilde \nabla ^E$ respectively, and $\gamma$ is the matrix of $\Phi$. A straightforward calculation shows that the connection Laplacians of gauge equivalent connections are related by the formula

(2.2)\begin{equation} \Delta_g^E=\Phi^{{-}1}\circ\tilde\Delta^E_g(\Phi\circ s) \end{equation}

for any section $s\in \Gamma (E)$. These properties determine the behaviour of other quantities closely related to the Laplacian, such as its Green kernel and Dirichlet-to-Neumann operator. We recall the necessary background material on them below.

2.2. The Green kernel for the connection Laplacian

Choosing local coordinates on $M$ and a local frame for $E$, it is straightforward to see that the equation

(2.3)\begin{equation} \Delta^Eu=w,\quad\text{ where }w\in\Gamma(E), \end{equation}

takes the form of an elliptic system of the second order differential equations, whose principal symbol $\sigma (x,\,\xi )\in \mathcal {L}(T_xM,\,T_xM)$ equals $\left \lvert \xi \right \rvert ^2_g\operatorname {Id}$, where $\xi \in T_x^*M$, $x\in M$. In particular, this system is strongly elliptic in the sense of Petrowsky, which is the strongest notion of ellipticity for systems, and by the results in [Reference John11, Reference Lopatinskii18, Reference Lopatinskii19] there exists a Green matrix locally around every point. For a brief overview of various notions of ellipticity for systems of differential equations and related results we refer to [Reference Miranda20]. In our notation the existence of the Green matrix means that for any point $p\in M$ there exists a neighbourhood $U_p$ and a smooth matrix-valued function $G(x,\,y)$, where $x,\,y\in U_p$, $x\ne y$, such that

(2.4)\begin{equation} \int\limits_M\langle G(x,y),\Delta^Ew(y)\rangle_{y,E}d\mathit{Vol}_g(y)=w(x) \end{equation}

for any section $w\in \Gamma (E)$ whose support lies in $U_p$. Above we view $\langle G(x,\,y),\,\cdot \rangle _{y,E}$ as a linear operator from the fibre $E_y$ to the fibre $E_x$. For the sequel we need the existence of a similar object globally on $M$.

Below by $E\boxtimes E$ we denote the so-called external tensor product, that is the vector bundle over $M\times M$ whose fibre over a point $(x,\,y)$ equals $E_x\otimes E_y$. With some abuse of notation, for any vectors $v_x\in E_x$, $u^1_y,\,u^2_y\in E_y$ we write $\langle v_x\otimes u^1_y,\, u^2_y\rangle _{y,E}$ for the vector $\langle u^1_y,\, u^2_y\rangle _Ev_x\in E_x$. Thus, if $G(x,\,y)$ is viewed as an element in $E_x\otimes E_y$, the notation $\langle G(x,\,y),\,\Delta ^Ew(y)\rangle _{y,E}$ in relation (2.4) can be understood as an element in $E_x$. We also use the notation $\mathcal {D}(E)$ for a subspace of $\Gamma (E)$ formed by smooth sections whose supports lie in the interior of $M$.

Definition 2.1 A smooth section $G$ of the vector bundle $E\boxtimes E$ defined away from the diagonal $\operatorname {diag}(M)=\{(x,\,x)\in M\times M\}$ is called the Dirichlet Green kernel if:

  1. (i) the integral of the function $y\mapsto \left \lvert G (x,\,y)\right \rvert _{E\otimes E}$ is finite for all $x\in M$;

  2. (ii) relation (2.4) holds for all $w\in \mathcal {D}(E)$;

  3. (iii) $G(x,\,y)=0$ for all $x\in M$, $y\in \partial M$, $x\ne y$.

It is straightforward to see that the Dirichlet Green kernel occurs as the kernel of a linear operator that sends a section $w\in \Gamma (E)$ to the solution of equation (2.3) with the Dirichlet boundary condition $\left.u\right |_{\partial M}=0$. Note that the connection Laplacian $\Delta ^E$ on sections of $E$ naturally induces the operator $\Delta ^E_y$ on the sections of $E\boxtimes E$ that sends $v_x\otimes u_y$ to $v_x\otimes \Delta ^Eu_y$ for any smooth sections $v,\,u\in \Gamma (E)$. In this notation the condition (ii) in the definition means that

\[ \Delta_y^EG(x,\cdot)=\delta_x \]

for any $x\in M$. For the sequel we note that the combination of the Sobolev embedding together with standard regularity theory shows that the section $y\mapsto G(x,\,y)$ lies in the Sobolev space $W^{2-k,2}(E)$ for any $k>n/2$, $x\in M$, where $n=\dim M$.

The following statement can be found in [Reference Gabdurakhmanov7]; it is a consequence of local existence results in [Reference John11, Reference Lopatinskii18, Reference Lopatinskii19].

Proposition 2.2 Let $(M,\,g,\,E)$ be a Euclidean vector bundle over a compact Riemannian manifold with boundary, equipped with a compatible connection $\nabla ^E$. Then there exists a unique Dirichlet Green kernel on $E$. Besides, it is symmetric in the sense that

\[ G(y,x)=\tau_{x,y}G(x,y)\qquad\text{for all~ }x,y\in M, \]

where $\tau _{x,y}:E_x\otimes E_y\to E_y\otimes E_x$ is a natural isomorphism that sends $v_x\otimes u_y$ to $u_y\otimes v_x$.

Now suppose that $(M,\,g,\,E)$ is a real-analytic Euclidean vector bundle over a compact real-analytic Riemannian manifold $M$ with boundary, equipped with a real-analytic compatible connection $\nabla ^E$. Then locally the equation

\[ \Delta_y^EG(x,y)=0,\quad\text{ where }y\in M\backslash\{x\}, \]

takes the form of a system of differential equations with analytic coefficients, and by [Reference John11, Reference Petrowsky21] we conclude that the Green kernel is real-analytic in the second variable $y$. More generally, we shall often use the fact that a section of $E$ that is harmonic on an open set is automatically real-analytic on this set.

Let $\tilde \nabla ^E$ be another connection on a fixed vector bundle $E$ that is gauge equivalent to $\nabla ^E$, that is there exists a vector bundle isomorphism $\Phi :E\to E$ such that $\Phi ^*\tilde \nabla ^E=\nabla ^E$. Denote by $\tilde G$ the Green kernel corresponding to the connection Laplacian $\tilde \Delta ^E$. Using relation (2.2), it is straightforward to see that $\tilde G=\Phi ^\boxtimes \circ G$, where $\Phi ^\boxtimes :E\boxtimes E\to E\boxtimes E$ is an isomorphism that equals $\Phi _x\otimes \Phi _y$ on each fibre $E_x\otimes E_y$, where $x$, $y\in M$. In addition, as expected, when dimension of $M$ equals two, the Green kernel is invariant under conformal changes of a metric on $M$.

2.3. The Dirichlet-to-Neumann operator and its symbol

As follows from standard theory [Reference Gilbarg and Trudinger8], see also a discussion in [Reference Gabdurakhmanov7], the Dirichlet problem

(2.5)\begin{equation} \Delta^Eu=0,\quad \left.u\right|_{\partial M}=s, \end{equation}

has a unique solution for any smooth section $s$ of $\left. E\right |_{\partial M}$. For a given open set $\Sigma \subset \partial M$ the Dirichlet-to-Neumann operator $\Lambda _\Sigma :\mathcal {D}(\left. E\right |_{\Sigma })\to \mathcal {D}(\left. E\right |_{\Sigma })$ is defined on smooth compactly supported in $\Sigma$ sections by the formula

\[ \Lambda_\Sigma(s)=\nabla^E_{\partial/\partial\mathbf{n}}u, \]

where $u$ is the solution to Dirichlet problem (2.5), and $\mathbf {n}$ is the outward unit normal vector to $\partial M$. Note that if $\Sigma =\partial M$, and $\Lambda$ is the corresponding Dirichlet-to-Neumann operator, then for any $\Sigma \subset \partial M$ the operator $\Lambda _\Sigma$ is precisely the restriction of $\Lambda$ to the space of sections whose supports lie in $\Sigma$.

Following [Reference Taylor23], it is straightforward to show, see [Reference Gabdurakhmanov7], that the Dirichlet-to-Neumann operator $\Lambda$ defined above is an elliptic pseudodifferential operator of first order. In more detail, in local coordinated on $\partial M$ that trivialize $\left.E\right |_{\partial M}$ the operator $\Lambda$ takes the form of a pseudodifferential operator whose symbol $p(x,\,\xi )$, where $x\in M$, $\xi \in T_x^*M$, has an asymptotic expansion

\[ p(x,\xi)\sim \sum_{j\leqslant 1}p_{j}(x,\xi), \]

where $p_j(x,\,\xi )$ is a homogeneous matrix-valued function of degree $j$ in $\xi$, and $j\in \mathbb {Z}$. The asymptotic expansion above is understood in the sense that for any integer $N\geqslant 0$ the matrix-valued function $p(x,\,\xi )-\sum _{j=-N}^1p_{j}(x,\,\xi )$ lies in the class $S^{1-N}_{1,0}$, see [Reference Shubin22, Reference Trèves24] for details.

Recall that any local coordinates $(x^1,\,\ldots,\,x^{n-1})$ on $\Sigma$ can be extended to the so-called boundary normal coordinates $(x^1,\,\dots,\,x^{n-1},\,x^n)$ on $M$. The latter are defined by the conditions that the equation $x^n=0$ describes the boundary $\partial M$ and each curve $t\mapsto (x^1,\,\dots,\,x^{n-1},\,t)$ is a unit speed geodesic orthogonal to the boundary. Similarly, any local frame $\{s_l\}$ for $\left. E\right |_{\partial M}$ can be extended to the so-called boundary normal frame $\{\bar s_l\}$ for $E$ such that

\[ \nabla^E_{\partial/\partial x^n}\bar s_l=0\quad\text{and}\quad \left.\bar s_l\right|_{\Sigma}=s_l, \]

where $l=1,\,\ldots,\,\operatorname {rank} E$.

For the sequel we need the following result that gives a more precise information about the coefficients $p_j(x,\,\xi )$ and their derivatives. Its proof follows the general strategy used in [Reference Lee and Uhlmann17], and can be found in [Reference Gabdurakhmanov6]. In a slightly different notation it also appears in [Reference Cekić3].

Proposition 2.3 Let $(M,\,g,\,E)$ be a vector bundle over a compact Riemannian manifold with boundary, equipped with a connection $\nabla ^E$. Suppose that $n=\dim M\geqslant 3$, and let $\Sigma \subset \partial M$ be an open set that trivializes $\left.E\right |_{\partial M}$. For local coordinates $(x^1,\,\ldots,\,x^{n-1})$ on $\Sigma$ and a local frame $\{s_\ell \}$ of $E$ over $\Sigma$ let $p_j(x,\,\xi )$, where $j\leqslant 1$, be a full symbol of the Dirichlet-to-Neumann operator $\Lambda$. Then the Taylor series of the metric tensor $g$ and the connection matrix $\omega$ of $\nabla ^E$ in the boundary normal coordinates $(x^1,\,\ldots,\,x^{n-1},\,x^n)$ and the boundary normal frame $\{\bar s_\ell \}$ at a point $x$ on the boundary are determined by explicit formulae in terms of the matrix-valued functions $p_j(x,\,\xi )$, where $j\leqslant 1$, and their derivatives at $x$.

Proposition 2.3 is an important initial ingredient in the proof of our main result, theorem 1.1. In particular, it says that the symbol of the Dirichlet-to-Neumann operator determines the metric and connection on the boundary. Moreover, if these data are real-analytic, then the symbol determines them in a neighbourhood of the boundary. It is worth noting that although, in general, the connection Laplacian has a zero order term in a fixed frame, it does not have a natural conformal gauge invariance property, similar to the one for the conformal Laplacian, see [Reference Dos Santos Ferrreira, Kenig, Salo and Uhlmann4, Reference Lassas, Liimatainen and Salo16]. This can be seen from the explicit formula for the zero term in boundary normal coordinates and boundary normal frame in [Reference Gabdurakhmanov6]. In particular, the phenomenon described in [Reference Dos Santos Ferrreira, Kenig, Salo and Uhlmann4, Theorem 8.4] does not occur for the connection Laplacian, and the statement of proposition 2.3 is indeed natural.

In dimension two, the formulae in [Reference Cekić3, Reference Gabdurakhmanov6] do not allow us to determine the normal derivatives of the metric tensor. However, the Taylor series of the connection matrix can still be recovered from the Dirichlet-to-Neumann operator, assuming that the metric tensor together with all its derivatives is known. More precisely, the following version of proposition 2.3 holds, see [Reference Gabdurakhmanov6].

Proposition 2.4 Let $(M,\,g,\,E)$ be a vector bundle over a compact Riemannian surface with boundary, equipped with a connection $\nabla ^E$, and let $\Sigma \subset \partial M$ be an open set that trivializes $\left.E\right |_{\partial M}$. For a local coordinate $x^1$ on $\Sigma$ and a local frame $\{s_\ell \}$ of $E$ over $\Sigma$ let $p_j(x,\,\xi )$, where $j\leqslant 1$, be a full symbol of the Dirichlet-to-Neumann operator $\Lambda$. Then the Taylor series of the connection matrix $\,\omega$ of $\nabla ^E$ in the boundary normal coordinates $(x^1,\,x^2)$ and the boundary normal frame $\{\bar s_\ell \}$ at a point $x$ on the boundary are determined by explicit formulae in terms of the matrix-valued functions $p_j(x,\,\xi )$, where $j\leqslant 1$, the metric tensor $g$, and their derivatives at $x$.

Now let $(M_i,\,E_i,\,\nabla ^i)$, where $i=1,\,2$, be two vector bundles over compact Riemannian manifolds with boundary $(M_i,\,g_i)$, equipped with connections $\nabla ^i$. Suppose that these data are gauge equivalent in the following sense: there exists a vector bundle isomorphism $\Phi :E_1\to E_2$ that covers an isometry $\Psi :(M_1,\,g_1)\to (M_2,\,g_2)$ such that $\Phi ^*\nabla ^{2}=\nabla ^1$. Then, using relation (2.2) it is straightforward to conclude that the corresponding Dirichlet-to-Neumann operators $\Lambda _1$ and $\Lambda _2$ intertwine, that is

\[ \phi\circ\Lambda_{1}(s)\circ\psi^{{-}1}=\Lambda_{2}(\phi\circ s\circ\psi^{{-}1}) \]

for any smooth section $s$ of $\left.E_1\right |_{\partial M_1}$, where $\psi =\left.\Psi \right |_{\partial M_1}$ and $\phi =\left.\Phi \right |_{\partial M_1}$.

Analysing the formulae for the symbols of $\Lambda _1$ and $\Lambda _2$, see [Reference Gabdurakhmanov7], one can show that the converse holds on the boundary.

Proposition 2.5 Let $(M_i,\,g_i,\,E_i,\,\nabla ^i)$, where $i=1,\,2$, be two Euclidean smooth vector bundles defined over connected compact Riemannian manifolds with boundary. Suppose that for some open subsets $\Sigma _i\subset \partial M_i$ there exists a vector bundle isomorphism $\phi :\left.E_1\right |_{\Sigma _1}\to \left.E_2\right |_{\Sigma _2}$ that intertwines with the corresponding Dirichlet-to-Neumann operators $\Lambda _{\Sigma _1}$ and $\Lambda _{\Sigma _2}$. Then the isomorphism $\phi$ is a gauge equivalence, $\phi ^*\nabla ^2=\nabla ^1$, and covers an isometry $\psi :(\Sigma _1,\,g_1)\to (\Sigma _2,\,g_2)$.

The statement above can be viewed as the boundary version of theorem 1.1. Note that there is no restriction on dimension of $M$ in proposition 2.5. Similar results continue to hold for the Dirichlet-to-Neumann operator associated with the connection Laplacian with a symmetric real-analytic potential. We refer to [Reference Gabdurakhmanov7] for precise statements and a related discussion.

3. Immersions by Green kernels

3.1. The construction of immersions

Let $E$ be a Euclidean real-analytic vector bundle over a connected compact real-analytic manifold $M$ with boundary, equipped with a real-analytic connection $\nabla ^E$. In this section we assume that $n=\dim M\geqslant 3$, and describe how one can reconstruct $E$ from the Dirichlet-to-Neumann operator $\Lambda _\Sigma$, where $\Sigma \subset \partial M$ is an open subset. Our argument develops the ideas from [Reference Lassas, Taylor and Uhlmann14] to the setting of vector bundles, and we aim to make the related technical details to be rather explicit.

Fix a point $p\in \Sigma$. First, note that we may consider $M$ as a subset of a larger real-analytic manifold $\tilde M$. More precisely, choosing boundary normal coordinates $(x^1,\,\ldots,\,x^n)$ around $p$, we may identify a neighbourhood of $p$ in $M$ with the Euclidean half-ball

\[ B^+(0,\rho)=\{(x^1,\ldots,x^n)\in B^n(0,\rho): x^n\geqslant 0\}, \]

where $B^n(0,\,\rho )$ is an open Euclidean ball of radius $\rho >0$ in $\mathbb {R}^n$. Then, as the manifold $\tilde M$ one can take the manifold obtained by gluing $B^n(0,\,\rho )$ to $M$ such that points in $B^+(0,\,\rho )$ are identified with points in $M$ by means of boundary normal coordinates. Below by $U$ we denote the open set $\tilde M\backslash \bar M$. For the sequel it is important to note that the set $U$ does not really depend on $M$. In other words, if there are two manifolds $M_i$ of the same dimension and two points $p_i\in \Sigma _i\subset \partial M_i$, where $i=1,\,2$, then choosing a sufficiently small $\rho >0$ we may assume that the sets $\tilde M_1\backslash \bar M_1$ and $\tilde M_2\backslash \bar M_2$ coincide.

It is straightforward to see that a real-analytic metric $g$ on $M$ extends to a real-analytic metric $\tilde g$ on $\tilde M$, if $\rho$ is sufficiently small. Similarly, the above construction shows that a real-analytic vector bundle $E$ over $M$ extends to a real-analytic vector bundle $\tilde E$ over $\tilde M$ such that $\left.\tilde E\right |_{U}$ is trivial. Making $\rho >0$ smaller if necessary, we may also assume that a real-analytic Euclidean structure and a real-analytic connection $\nabla$ on $E$ extend to an inner product and a connection $\tilde \nabla$ on $\tilde E$. If the former were compatible on $E$, then by unique continuation so are the latter on $\tilde E$. Below by $\tilde G$ we denote the Dirichlet Green kernel on $\tilde E$.

Denote by $\mathcal {E}$ the trivial vector bundle $\left.\tilde E\right |_U$. For a given integer $\ell <2-n/2$, where $n$ is the dimension of $M$, we define the map $\mathcal {G}:\tilde E\to W^{\ell,2}(\mathcal {E})$ by setting

(3.1)\begin{equation} \tilde E_x\ni v_x\longmapsto \langle v_x,\tilde G(x,\cdot)\rangle_{x,\tilde E}\in W^{\ell,2}(\mathcal{E}), \end{equation}

where $x\in \tilde M$. The condition on $\ell$ guarantees that the space $W^{2-\ell,2}_0(\mathcal {E})$ embeds into the Hölder space $C^{0,\alpha }(\mathcal {E})$ for some $\alpha >0$, and hence, the dual space $W^{\ell -2,2}(\mathcal {E})$ contains the delta function. Then, by elliptic regularity we conclude that $\tilde G(x,\,\cdot )$ lies in $W^{\ell,2}(\mathcal {E})$. In addition, it is straightforward to show that

\[ \left\lvert\tilde G(x_1,\cdot)-\tilde G(x_2,\cdot)\right\rvert_{W^{\ell,2}}\leqslant C_1\operatorname{dist}(x_1,x_2)^\alpha \]

for some constant $C_1>0$, where for simplicity we may assume that the points $x_1$ and $x_2\in \tilde M$ lie in the same chart. Thus, we conclude that the map $\mathcal {G}$ is continuous. Similarly, we have the following statement.

Lemma 3.1 Let $\ell$ be an integer such that $\ell <1-n/2$. Then the map $\mathcal {G}:\tilde E\to W^{\ell,2}(\mathcal {E})$ defined by (3.1) is $C^1$-smooth.

For the sake of completeness we prove lemma 3.1 in § 5. It allows us to study the map $\mathcal {G}$ from a viewpoint of differential geometry. As we shall see below, the map $\mathcal {G}$ is a linear embedding on each fibre $\tilde E_x$ for $x\notin \partial \tilde M$, and collapses the fibre to the origin for $x\in \partial \tilde M$. Further, it maps the base manifold $\tilde M$, viewed as the image of the zero section, to zero in $W^{\ell,2}(\mathcal {E})$. To avoid these degeneracies we often restrict it to the open set $\tilde E^0$ obtained by considering $\tilde E$ on the interior of $\tilde M$ and removing the zero section. The following statement shows that the map $\mathcal {G}$ is well-behaved on $\tilde E^0$.

Lemma 3.2 Let $\ell$ be an integer such that $\ell <1-n/2$. Then the map $\mathcal {G}:\tilde E\to W^{\ell,2}(\mathcal {E})$ defined by (3.1) is a linear embedding on each fibre $\tilde E_x$, where $x\notin \partial \tilde M$. Moreover, it is an injective immersion on the set $\tilde E^0$, obtained by removing the image of the zero section from $\tilde E$ over the interior of $\tilde M$.

Note that the image of the total space $\tilde E$ under $\mathcal {G}$ can be viewed as the cone whose link is the image of the subset $S_1\tilde E$ that is formed by vectors of unit length. Then the image of $\mathcal {G}(\tilde E^0)$ is precisely the set obtained by removing the origin from this cone. By lemmas 3.1 and 3.2 it is straightforward to see that the set $\mathcal {G}(\tilde E^0)$ is a $C^1$-smooth submanifold of $W^{\ell,2}(\mathcal {E})$. The main idea behind the proof of theorem 1.1 is to recover the topology and geometry of $\tilde E$ from this image.

We end this discussion with a lemma that describes another property of the image of $\mathcal {G}$.

Lemma 3.3 For given two distinct points $q_1$ and $q_2$ in the interior of $\tilde M$ let $\mathcal {W}$ be the direct sum $\mathcal {G}((\tilde E)_{q_1})\oplus \mathcal {G}((\tilde E)_{q_2}),$ viewed as a subspace of $W^{\ell,2}(\mathcal {E})$. Suppose that for some point $x\in \tilde M$ the intersection $\mathcal {G}((\tilde E)_x)\cap \mathcal {W}$ is non-trivial. Then the point $x$ has to coincide with one of the points $q_1$ or $q_2$.

Proofs of lemmas 3.2 and 3.3 appear in § 5. We continue with a discussion of the main result, theorem 1.1.

3.2. The main result

Now let $E_i$ be two real-analytic vector bundles over real-analytic manifolds $M_i$, where $i=1,\,2$, and suppose that for some open sets $\Sigma _i\subset \partial M_i$ there exists a vector bundle isomorphism $\phi :\left.E_1\right |_{\Sigma _1}\to \left.E_2\right |_{\Sigma _2}$ that intertwines with the Dirichlet-to-Neumann operators $\Lambda _{\Sigma _1}$ and $\Lambda _{\Sigma _2}$. Suppose that $\phi$ covers a diffeomorphism $\psi :\Sigma _1\to \Sigma _2$, that is $\pi _2\circ \phi =\psi \circ \pi _1$. For a fixed point $p_1\in \Sigma _1$ we set $p_2=\psi (p_1)$, and choose local coordinates on the $\Sigma _i$'s around these points that are related by $\psi$. Note that by proposition 2.3 the metrics $g_i$ coincide in such coordinates. Thus, making the $\Sigma _i$'s smaller if necessary, we see that the map $\psi :\Sigma _1\to \Sigma _2$ is an isometry. Since the metrics are real-analytic, by proposition 2.3 we also conclude that their extensions $\tilde g_i$ coincide in neighbourhoods of the points $p_i$ in $\tilde M_i$. In other words, the isometry $\psi :\Sigma _1\to \Sigma _2$ extends to a real-analytic isometry $\Psi :W_1\to W_2$, defined by identifying boundary normal coordinates, where $W_i$ is a neighbourhood of the point $p_i$ in $\tilde M_i$. In the sequel, we also identify the sets $W_1\backslash \bar M_1$ and $W_2\backslash \bar M_2$, and denote them by $U$.

Similarly, choosing orthonormal frames related by $\phi$, we may identify the trivializations of $\left.E_1\right |_{\Sigma _1}$ and $\left.E_2\right |_{\Sigma _2}$ around the points $p_1$ and $p_2=\psi (p_1)$. They extend to trivial vector bundles, which we may assume are defined over $W_1$ and $W_2$. Following the discussion above, we obtain vector bundles $\tilde E_1$ and $\tilde E_2$, defined over $\tilde M_1$ and $\tilde M_2$ respectively, and equipped with inner products that are extensions of the original ones on $E_1$ and $E_2$. Making $W_1$ and $W_2$ smaller, if necessary, we may also assume that boundary normal frames of $\tilde E_1$ and $\tilde E_2$ are defined on $W_1$ and $W_2$ respectively. Then, the isomorphism $\phi$ extends to the Euclidean isomorphism

\[ \Phi:\left.\tilde E_1\right|_{W_1}\to\left.\tilde E_2\right|_{W_2}, \]

defined by identifying the corresponding boundary normal frames. Note that $\Phi$ covers the isometry $\Psi :W_1\to W_2$. By proposition 2.3 the real-analytic connection matrices of $\nabla ^1$ and $\nabla ^2$ coincide in such frames, and we conclude that the isomorphism $\Phi$ is a gauge equivalence, that is $\Phi ^*\tilde \nabla ^2=\tilde \nabla ^1$. We continue to use the notation $\mathcal {E}$ for the vector bundles $\left.\tilde E_i\right |_U$.

Below by $\tilde E^0_i$ we denote the vector bundles $\tilde E_i$ with removed zero sections over the interiors of $\tilde M_i$ , where $i=1,\,2$. By the hypotheses of theorem 1.1 the dimensions of the base manifolds $M_i$ coincide; we denote this integer by $n$. Theorem 1.1 is a consequence of the following statement.

Theorem 3.4 Under the hypotheses of theorem 1.1, consider the maps $\mathcal {G}_i:\tilde E_i\to W^{\ell,2}(\mathcal {E})$ defined by (3.1), where $i=1,\,2$, and $\ell$ is an integer such that $\ell <1-n/2$. Suppose that the vector bundle isomorphism $\Phi :\mathcal {E}\to \mathcal {E}$, described above, intertwines with the $\mathcal {G}_i$'s, that is

(3.2)\begin{equation} \mathcal{G}_2\circ\Phi=\Phi\circ\mathcal{G}_1\qquad\text{ on~ }~\mathcal{E}. \end{equation}

Then the images $\mathcal {G}_2(\tilde E_2^0)$ and $\Phi \circ \mathcal {G}_1(\tilde E_1^0)$ coincide as subsets in $W^{\ell,2}(\mathcal {E})$, and the map $\mathcal {G}_2^{-1}\circ \Phi \circ \mathcal {G}_1:\tilde E_1^0\to \tilde E_2^0$ extends to a real-analytic vector bundle isomorphism $J:\tilde E_1\to \tilde E_2$ that covers an isometry $j:\tilde M_1\to \tilde M_2$ such that $J^*\tilde \nabla ^2=\tilde \nabla ^1$.

Now we show how theorem 3.4 implies theorem 1.1.

Proof of theorem 1.1 First, since the vector bundle isomorphism $\phi :\left.E_1\right |_{\Sigma _1}\to \left.E_2\right |_{\Sigma _2}$ preserves inner products on $E_1$ and $E_2$, then so does its extension $\Phi :\mathcal {E}\to \mathcal {E}$. This statement follows directly from the definition of $\Phi$ as an isomorphism that identifies boundary normal frames. Now we claim that the conclusion of theorem 3.4 implies theorem 1.1. Indeed, by relation (3.2), we see that the vector bundle isomorphism $J:\tilde E_1\to \tilde E_2$ coincides with $\Phi$ on the set $\left.\tilde E_1\right |U$, and the isometry $j:\tilde M_1\to \tilde M_2$ coincides with $\Psi$ on $U$. Thus, they are genuine extensions of the isomorphism $\phi$ and the isometry $\psi$ from the boundary, and satisfy the conclusions of theorem 1.1. Since $\Phi$ preserves the inner products, we conclude that the products $\langle \cdot,\,\cdot \rangle _{\tilde E_1}$ and $J^*\langle \cdot,\,\cdot \rangle _{\tilde E_2}$ coincide on $\left.\tilde E_1\right |U$, and hence, by unique continuation coincide everywhere on $\tilde E_1$. Thus, the isomorphism $J$ preserves inner products, and its restriction to $E_1$ satisfies all conclusions of theorem 1.1.

For a proof of theorem 1.1 we need to prove relation (3.2), that is the vector bundle isomorhism $\Phi :\mathcal {E}\to \mathcal {E}$ intertwines with the immersions $\mathcal {G}_i$'s. Since $\Phi$ preserves Euclidean structures, for the latter it is sufficient to show that

\[ \tilde G_2(\Psi(x),\Psi(y))=\Phi^\boxtimes\tilde G_1(x,y)\qquad\text{ for all~ } (x,y)\in U\times U. \]

Choosing coordinates on $W_1$ and $W_2$ related by $\Psi$, we may assume that $\Psi :W_1\to W_2$ is the identity. Similarly, choosing local trivializations of the $\left.\tilde E_i\right |_{W_i}\simeq \mathcal {E}$ related by $\Phi$, we assume that so is $\Phi$. Thus, it remains to show that the Green matrices $\tilde G_1$ and $\tilde G_2$, viewed as sections of the trivial bundle $\mathcal {E}\boxtimes \mathcal {E}$, coincide. For classical Green functions, that is when the rank of $\mathcal {E}$ equals one, this statement is well known, see [Reference Lassas, Taylor and Uhlmann14, Lemma 2.1]. It is a consequence of standard regularity theory together with uniqueness of Dirichlet Green functions. Below we outline a version of this argument in our setting.

First, since under our assumptions the isomorphism $\Phi$ is the identity on $\mathcal {E}$, the hypothesis in theorem 1.1 means that the Dirichlet-to-Neumann operators $\Lambda _1$ and $\Lambda _2$ restricted to sections supported in $W_1\cap \partial M_1$ and $W_2\cap \partial M_2$ respectively, coincide. Pick a point $x\in U$, and for a non-zero vector $v_x$ in the fibre $\mathcal {E}_x$ consider a solution $s$ to the Dirichlet problem

\[ \Delta^{E_2}s=0,\qquad \left.s\right|_{\partial M_2}=\langle v_x,\tilde G_1(x,\cdot)\rangle_{x,\tilde E_1}, \]

on $M_2$. We define a continuous section $\tilde s$ of $\tilde E_2$ away from $x$ by extending $s$ as $\langle v_x,\,\tilde G_1(x,\,\cdot )\rangle _{x,\tilde E_1}$ on $U\backslash \{x\}$. Note that the section $\langle v_x,\,\tilde G_1(x,\,\cdot )\rangle _{x,\tilde E_1}$ solves the Dirichlet problem

\[ \Delta^{E_1}s=0,\quad \left.s\right|_{\partial M_1}=\langle v_x,\tilde G_1(x,\cdot)\rangle_{x,\tilde E_1}, \]

and since the Dirichlet-to-Neumann operators coincide, we conclude that so do the normal derivatives of $s$ and $\langle v_x,\,\tilde G_1(x,\,\cdot )\rangle _{x,\tilde E_1}$ on the boundary $W_2\cap \partial M_2$. Thus, the section $\tilde s$ is $C^1$-smooth, and the standard application of Green's formulae shows that $\tilde s$ is weakly harmonic on $\tilde M_2\backslash \{x\}$, and hence, is smooth. Since a vector $v_x\in \mathcal {E}_x$ is arbitrary, and the Euclidean structures agree, this construction yields a smooth section $H(x,\,y)\in (\tilde E_2)_x\otimes (\tilde E_2)_y$ such that:

  • $\Delta ^{E_2}_yH(x,\,y)=0$ for $y\in M_2$;

  • $H(x,\,y)=\tilde G_1(x,\,y)$ for $y\in U$, $y\ne x$;

  • $H(x,\,y)=0$ for $y\in \partial \tilde M_2$.

In particular, we see that $\Delta ^{E_2}_yH(x,\,\cdot )=\delta _x$ on $\tilde M_2$, and the standard argument used to prove uniqueness of the Dirichlet Green kernel shows that $H(x,\,y)$ coincides with the Dirichlet Green kernel $\tilde G_2(x,\,y)$ for all $y\in \tilde M_2$. Thus, the Green matrices $\tilde G_1(x,\,\cdot )$ and $\tilde G_2(x,\,\cdot )$ indeed coincide on the set $U\backslash \{x\}$, and we are done.

3.3. Proof of theorem 3.4

We start with outlining the general strategy of a proof. Let $B_1\subset \tilde M_1$ be the largest connected open set containing the fixed point $p_1\in \Sigma _1$ and such that for any $x\in B_1$ there exists a unique $j(x)\in \tilde M_2$ such that the images of fibres $\Phi \circ \mathcal {G}_1((\tilde E_1)_x)$ and $\mathcal {G}_2((\tilde E_2)_{j(x)})$ coincide and the operator

(3.3)\begin{equation} J_x=\mathcal{G}_2^{{-}1}\circ\Phi\circ\mathcal{G}_1: (\tilde E_1)_x\longrightarrow (\tilde E_2)_{j(x)} \end{equation}

is an isometry with respect to the inner products on the fibres. Note that if the subspaces $\Phi \circ \mathcal {G}_1((\tilde E_1)_x)$ and $\mathcal {G}_2((\tilde E_2)_{j(x)})$ coincide, by lemma 3.2 the map $J_x$, defined in (3.3), is automatically an isomorphism of the fibres, and defines a fibre preserving map $J:\left.\tilde E_1\right |_{B_1}\to \tilde E_2$.

First, we claim that the set $B_1$ contains the neighbourhood $W_1$ of $p_1$ constructed above. Indeed, since $\Phi$ intertwines with the maps $\mathcal {G}_1$ and $\mathcal {G}_2$ on $\mathcal {E}$, we have

(3.4)\begin{equation} \Phi_y\langle v_x,\tilde G_1(x,y)\rangle_{x}=\langle\Phi_{\Psi(x)}v_{\Psi(x)},\tilde G_2(\Psi(x),\Psi(y))\rangle_{x} \end{equation}

for all $x,\,y\in U$, and $v_x\in (\tilde E_1)_x$. Choosing a real-analytic non-zero section $v$ on $W_1$, since both sides in the relation above are real-analytic, we conclude that this relation continues to hold for all $x\in W_1$, $y\in U$. Since $v_x$ may take arbitrary values, it is straightforward to see that for any $x\in W_1$ we may choose $\Psi (x)$ as the point $j(x)$ in the definition of the set $B_1$. Indeed, relation (3.4) implies that for any $x\in W_1$ the operator $J_x$ coincides with $\Phi :(\tilde E_1)_x\to (\tilde E_2)_{\Psi (x)}$, which is an isometry by its own definition. By lemma 3.2 it is a unique point that satisfies this condition. Thus, the set $W_1$ indeed lies in $B_1$.

Our main aim is to show that the set $B_1$ coincides with $\tilde M_1$. Once this statement is proved, we shall show that the map $J:\tilde E_1\to \tilde E_2$, defined on each fibre by relation (3.3), is a vector bundle isomorphism that satisfies the conclusions of the theorem.

Suppose the contrary, $B_1\ne \tilde M_1$. Then there exists a point $x_1\in \partial B_1$ that lies in the interior of $\tilde M_1$, that is $x_1\notin \partial \tilde M_1$. Since $W_1\subset B_1$, the point $x_1$ lies in the complement $\tilde M_1\backslash W_1$, and in particular, we see that $x_1\notin \bar U$.

Step 1. First, we claim that the map $J$ can be extended to the fibre $(\tilde E_1)_{x_1}$ over $x_1$.

Lemma 3.5 Let $x_1\in \partial B_1$ be a point such that $x_1\notin \partial \tilde M_1$. Then there exists a unique point $x_2$ in the interior of $\tilde M_2$ such that the images of fibres $\Phi \circ \mathcal {G}_1((\tilde E_1)_{x_1})$ and $\mathcal {G}_2((\tilde E_2)_{x_2})$ coincide, and the corresponding operator $J_{x_1}$ is an isometry. Moreover, for any non-zero vector $v_{x_1}\in (\tilde E_1)_{x_1}$ there exists a unique non-zero vector $w_{x_2}\in (\tilde E_2)_{x_2}$ such that

\[ \Phi\circ\mathcal{G}_1(v_{x_1})=\mathcal{G}_2(w_{x_2}),\quad \left\lvert v_{x_1}\right\rvert_{\tilde E_1}=\left\lvert w_{x_2}\right\rvert_{\tilde E_2}, \]

and for any converging sequence $v_{p_k}\to v_{x_1}$, where $p_k\to x_1$, we have $J(v_{p_k})\to w_{x_2}$ as $k\to +\infty$.

Proof. Let $p_k\in B_1$ be a sequence of points that converges to the point $x_1\in \partial B_1$, and $q_k$ the corresponding sequence of points such that the images of fibres $\Phi \circ \mathcal {G}_1((\tilde E_1)_{p_k})$ and $\mathcal {G}_2((\tilde E_2)_{q_k})$ coincide. Since $\tilde M_2$ is compact, then choosing a subsequence, which we denote by the same symbol $q_k$, we may assume that $q_k\to q_0\in \tilde M_2$ as $k\to +\infty$. For a non-zero vector $v_{x_1}\in (\tilde E_1)_{x_1}$ pick a sequence $v_k\in (\tilde E_1)_{p_k}$ that converges to $v_{x_1}$, and let $w_k\in (\tilde E_2)_{q_k}$ be the corresponding sequence such that

\[ \Phi\circ\mathcal{G}_1(v_k)=\mathcal{G}_2(w_k)\quad\text{ and }\quad \left\lvert v_k\right\rvert_{\tilde E_1}=\left\lvert w_k\right\rvert_{\tilde E_2}. \]

Since the sequence $w_k$ is bounded, we may assume, again after choosing a subsequence, that $w_k$ converges to some vector $w_{q_0}\in (\tilde E_2)_{q_0}$ as $k\to +\infty$. It is straightforward to see that the norm of ${w_{q_0}}$ equals the one of ${v_{x_1}}$. Now for a proof of the lemma it remains to show that $q_0\notin \partial \tilde M_2$. If the latter holds, then we may take $q_0$ as $x_2$, and the statement follows directly by continuity of $\Phi \circ \mathcal {G}_1$ and $\mathcal {G}_2$. The uniqueness of the point $x_2$ and the vector $w_{x_2}$ is a consequence of lemma 3.2.

Suppose the contrary, $q_0\in \partial \tilde M_2$. Then by continuity we obtain

\[ \Phi\circ\mathcal{G}_1(v_{x_1})=\lim\Phi\circ\mathcal{G}_1(v_k)=\lim\mathcal{G}_2(w_k)=\mathcal{G}_2(w_{q_0}). \]

Since the point $x_1$ lies in the interior of $\tilde M_1$, by lemma 3.2 the left-hand side above is non-zero, while since $q_0\in \partial \tilde M_2$, the right-hand side vanishes. Thus, we arrive at a contradiction.

Step 2. Now we analyse the images $\mathcal {R}_i$ of the maps $\mathcal {G}_i$ in $W^{\ell,2}(\mathcal {E})$, where $i=1,\,2$. Take a non-zero vector $v_{x_1}\in (\tilde E_1)_{x_1}$, and let $x_2\in \tilde M_2$ and $w_{x_2}\in (\tilde E_2)_{x_2}$ be a point and a vector respectively that satisfy the conclusions of lemma 3.5. In particular, the vectors $\Phi \circ \mathcal {G}_1(v_{x_1})$ and $\mathcal {G}_2(w_{x_2})$ coincide in $W^{\ell,2}(\mathcal {E})$, and we denote this value by $u$. By lemma 3.2 we see that locally the sets $\Phi (\mathcal {R}_1)$ and $\mathcal {R}_2$ are submanifolds in $W^{\ell,2}(\mathcal {E})$, whose tangent spaces can be viewed as the images of the differentials $D(\Phi \circ \mathcal {G}_1)$ and $D\mathcal {G}_2$. Combining this with lemma 3.5, we conclude that the tangent spaces $T_u\Phi (\mathcal {R}_1)$ and $T_u\mathcal {R}_2$ coincide as subspaces in $W^{\ell,2}(\mathcal {E})$. Using the inverse function theorem we may view $\Phi (\mathcal {R}_1)$ and $\mathcal {R}_2$ locally near $u$ as graphs of smooth functions defined on an open subset in

\[ \mathcal{V}=T_u\Phi(\mathcal{R}_1)=T_u\mathcal{R}_2. \]

In more detail, let $\Pi$ be the orthogonal projection onto $\mathcal {V}$ in $W^{\ell,2}(\mathcal {E})$, and consider the map

\[ \Pi\circ\mathcal{G}_2:\tilde E_2\to\mathcal{V},\quad v_x\longmapsto \Pi(\langle v_x,\tilde G_2(x,\cdot)\rangle). \]

By lemma 3.2, its differential is an isomorphism near $u$, and hence, there exists a $C^1$-smooth inverse map $H_2:\mathcal {O}\to \tilde E_2$, defined in the neighbourhood $\mathcal {O}$ of $\Pi (u)$ in $\mathcal {V}$. Then, it is straightforward to see that near $u$ the image $\mathcal {R}_2$ is the graph of the map

\[ F_2:\mathcal{O}\to\mathcal{V}^\bot,\quad \upsilon\longmapsto\mathcal{G}_2(H_2(\upsilon))-\upsilon, \]

where $\mathcal {V}^\bot$ is the orthogonal complement of $\mathcal {V}$ in $W^{\ell,2}(\mathcal {E})$. Similarly, one shows that there exists a $C^1$-smooth map $H_1:\mathcal {O}\to \tilde E_1$, which we may assume is defined on the same set $\mathcal {O}$, such that near $u$ the image $\Phi (\mathcal {R}_1)$ is the graph of the map

\[ F_1:\mathcal{O}\to\mathcal{V}^\bot,\quad \upsilon\longmapsto\Phi\circ \mathcal{G}_1(H_1(\upsilon))-\upsilon. \]

From this construction we see that the vectors $v_{x_1}\in (\tilde E_1)_{x_1}$ and $w_{x_2}\in (\tilde E_2)_{x_2}$ are precisely the images $H_1\circ \Pi (u)$ and $H_2\circ \Pi (u)$, and moreover, the isomorphism $J$ has the form $H_2\circ H_1^{-1}$ on the open subset

(3.5)\begin{equation} \Omega_1=H_1(\mathcal{O})\cap\tilde\pi_1^{{-}1}(B_1)\subset\tilde E_1, \end{equation}

where $\tilde \pi _1:\tilde E_1\to \tilde M_1$ is the vector bundle projection.

For the sequel we need the following lemma.

Lemma 3.6 The maps $H_i:\mathcal {O}\to \tilde E_i$ constructed above, where $i=1,\,2$, are real-analytic in a neighbourhood of $\Pi (u)$ in $\mathcal {V}$. In particular, there exists a neighbourhood of $v_{x_1}$ in $\tilde E_1$ such that the map $H_2\circ H_1^{-1}$ is real-analytic on it.

Proof. Choosing an orthonormal basis $(\varphi _i)$ in $\mathcal {V}$, where $i=1,\,\ldots,\, m$, we may identify the vector space $\mathcal {V}$ with $\mathbb {R}^m$. First, we claim that the map $\Pi \circ \mathcal {G}_2:\tilde E_2\to \mathcal {V}\simeq \mathbb {R}^m$ is real-analytic in a neighbourhood of $w_{x_2}$, that is the coordinate functions, given by products

\[ (\Pi\circ\mathcal{G}_2,\varphi_i)_{\ell,2}=(\mathcal{G}_2,\varphi_i)_{\ell,2},\quad\text{where}\quad i=1,\ldots, m, \]

and $(\cdot,\,\cdot )_{\ell,2}$ stands for the scalar product in $W^{\ell,2}(\mathcal {E})$, are real-analytic. By definition of $\mathcal {G}_2$ for the latter it is sufficient to show that the sections

\[ x\longmapsto (\tilde G_2(x,\cdot),\varphi_i)_{\ell,2}\in E_x\quad\text{where}\quad i=1,\ldots, m, \]

are real-analytic in a neighbourhood of $x_2$. Let $f_i\in W^{-\ell,2}_0(\mathcal {E})$ be a vector dual to $\varphi _i$, that is such that $\varphi _i(s)=(s,\,f_i)_{-\ell,2}$ for any $s\in W^{-\ell,2}_0(\mathcal {E})$. Since the canonical map $f\mapsto (\cdot,\,f)_{-\ell,2}$ preserves scalar products, we conclude that

\[ (\tilde G_2(x,\cdot),\varphi_i)_{\ell,2}=\int\limits_U\langle\tilde G_2(x,y),f_i(y)\rangle_{y,\tilde E_2}\mathit{dVol}_g(y). \]

Recall that the point $x_1$ does not lie in the closure $\bar U\subset \tilde M_2$. Then, by properties of the Green kernel, it is straightforward to see that the integral on the right-hand side above defines a harmonic section in any neighbourhood of $x_1$ that is disjoint with $U$. As was discussed in § 2, any harmonic section is real-analytic under our hypotheses, and we conclude that so is the integral above. Thus, the coordinate functions $(\mathcal {G}_2,\,\varphi _i)_{\ell,2}$ are real-analytic in a neighbourhood of $x_1$ for all $i=1,\,\ldots,\, m$. Further, we conclude that the map $H_2$, as the inverse map to $\Pi \circ \mathcal {G}_2$, is also real-analytic in a neighbourhood of $\Pi (u)$.

A similar argument shows that the maps $\Pi \circ \Phi \circ \mathcal {G}_1$ and $H_1$ are real-analytic as well. Hence, the map $H_2\circ H_1^{-1}$ is real-analytic as the composition of real-analytic maps.

Step 3. Now we claim that the images of $\Phi (\mathcal {R}_1)$ and $\mathcal {R}_2$ coincide around the point $u$. This is the consequence of the following lemma.

Lemma 3.7 The maps $F_i:\mathcal {O}\to \mathcal {V}^\bot$ constructed above, where $i=1,\,2,$ coincide in a neighbourhood of $\Pi (u)$ in $\mathcal {V}$.

Proof. Fix an orthonormal basis $(\varphi _j)$ in $\mathcal {V}^\bot$, where $j=1,\,2,\,\ldots,\,\infty$. For a proof of the lemma it is sufficient to show that the coordinate functions $(F_1,\,\varphi _j)_{\ell,2}$ and $(F_2,\,\varphi _j)_{\ell,2}$ coincide for all $j=1,\,2,\,\ldots,\,\infty$, where $(\cdot,\,\cdot )_{\ell,2}$ is the scalar product in $W^{\ell,2}(\mathcal {E})$. Note that

(3.6)\begin{equation} (F_2,\varphi_j)_{\ell,2}(\upsilon)=(\mathcal{G}_2,\varphi_j)_{\ell,2}\circ H_2(\upsilon)-(\upsilon,\varphi_j)_{\ell,2} \end{equation}

for any $\upsilon \in \mathcal {O}$. The argument used in the proof of lemma 3.6 shows that the function $(\mathcal {G}_2,\,\varphi _j)_{\ell,2}$ is real-analytic in some neighbourhood of $v_{x_1}$, and by lemma 3.6 we also know that the map $H_2$ is real-analytic in a neighbourhood of $\Pi (u)$. Since the second term on the right-hand side of (3.6) is linear in $\upsilon$, we conclude that the function $(F_2,\,\varphi _j)_{\ell,2}$ is real-analytic in a neighbourhood of $\Pi (u)$, which we may also denote by $\mathcal {O}$. This statement holds for all values $j=1,\,2,\,\ldots,\,\infty$, with the same set $\mathcal {O}$.

Similarly, one shows that all functions

(3.7)\begin{equation} (F_1,\varphi_j)_{\ell,2}(\upsilon)=(\Phi\circ\mathcal{G}_1,\varphi_j)_{\ell,2}\circ H_1(\upsilon)-(\upsilon,\varphi_j)_{\ell,2} \end{equation}

are also real-analytic on the same set $\mathcal {O}$. Without loss of generality, we may assume that the open set $\mathcal {O}$ is connected. Now by the choice of the point $x_1$, we know that the maps $\Phi \circ \mathcal {G}_1$ and $\mathcal {G}_2\circ J$ coincide on an open subset $\Omega _1\subset \tilde E_1$, defined in (3.5), whose closure contains $v_{x_1}$. Recall that the map $J$ coincides with $H_2\circ H_1^{-1}$ on $\Omega _1$, and hence, the maps $\Phi \circ \mathcal {G}_1\circ H_1$ and $\mathcal {G}_2\circ H_2$ coincide on $H_1^{-1}(\Omega _1)\subset \mathcal {O}$. Combining the latter with relations (3.6) and (3.7), we conclude that the real-analytic functions $(F_1,\,\varphi _j)_{\ell,2}$ and $(F_2,\,\varphi _j)_{\ell,2}$ coincide on an open subset $H_1^{-1}(\Omega _1)\subset \mathcal {O}$, and hence, by unique continuation coincide on $\mathcal {O}$ for all $j=1,\,2,\,\ldots,\,\infty$. Thus, we are done.

Due to conical structure of the images $\Phi (\mathcal {R}_1)$ and $\mathcal {R}_2$, from the above we conclude that there are conical neighbourhoods of $u$, that is neighbourhoods invariant under multiplication by $t>0$, that coincide. In fact, as the following lemma shows, even a stronger statement holds.

Lemma 3.8 There is a neighbourhood $O_1$ of the point $x_1\in \tilde M_1$ such that for any $x\in O_1$ there exists $z\in \tilde M_2$ such that the images of fibres $\Phi \circ \mathcal {G}_1((\tilde E_1)_x)$ and $\mathcal {G}_2((\tilde E_2)_{z})$ coincide.

Proof. Choose a neighbourhood $O_1$ of $x_1\in \tilde M_1$ such that $O_1\subset \tilde \pi _1\circ H_1(\mathcal {O})$, where $\tilde \pi _1:\tilde E_1\to \tilde M_1$ is the vector bundle projection. We intend to show that for any $x\in O_1$ there exists $z\in \tilde M_2$ such that the image $\Phi \circ \mathcal {G}_1((\tilde E_1)_x)$ lies in $\mathcal {G}_2((\tilde E_2)_{z})$. Since these images are vector spaces of the same dimension, the statement of the lemma follows immediately.

First, for a given point $x\in O_1$ and a vector $v_x\in (\tilde E_1)_x$, the considerations above show that the image $\Phi \circ \mathcal {G}_1(v_x)$ lies in the set $\mathcal {G}_2(CH_2(\mathcal {O}))$, where $CH_2(\mathcal {O})$ is a conical open set,

\[ CH_2(\mathcal{O})=\{tw\in\tilde E_2:~ t\in\mathbb{R},~ t>0, \text{ and } w\in H_2(\mathcal{O}) \}. \]

Thus, there exists $z\in \tilde M_2$ such that $\Phi \circ \mathcal {G}_1(v_x)$ lies in $\mathcal {G}_2((\tilde E_2)_{z})$. We claim that for any $w_x\in (\tilde E_1)_x$ its image $\Phi \circ \mathcal {G}_1(w_x)$ lies in the same subspace $\mathcal {G}_2((\tilde E_2)_{z})$.

Suppose the contrary, that is there exists a non-zero vector $w_x\in (\tilde E_1)_x$ such that its image $\Phi \circ \mathcal {G}_1(w_x)$ lies in $\mathcal {G}_2((\tilde E_2)_{y})$, where $z\ne y$. Then, we see that

\[ \Phi\circ\mathcal{G}_1(w_x-v_x)\in\mathcal{G}_2((\tilde E_2)_{z})\oplus\mathcal{G}_2((\tilde E_2)_{y}). \]

Since the vectors $v_x$ and $w_x$ are different, arguing as above, we may find another point $q\in \tilde M_2$ such that $\Phi \circ \mathcal {G}_1(w_x-v_x)$ lies in $\mathcal {G}_2((\tilde E_2)_{q})$. Now by lemma 3.3 we conclude that the point $q$ coincides with either $z$ or $y$, and in each case it is straightforward to arrive at a contradiction. For example, if $q=z$, we immediately conclude that the vector

\[ \Phi\circ\mathcal{G}_1(w_x)=\Phi\circ\mathcal{G}_1(w_x-v_x)+\Phi\circ\mathcal{G}_1(v_x) \]

lies in the image $\mathcal {G}_2((\tilde E_2)_{z})$, and by lemma 3.2, the points $z$ and $y$ coincide.

The last lemma shows that the operator

\[ J_x=\mathcal{G}_2^{{-}1}\circ\Phi\circ\mathcal{G}_1: (\tilde E_1)_x\longrightarrow (\tilde E_2)_{z} \]

is defined for all $x$ in a neighbourhood $O_1$ of the point $x_1$, and by the discussion in Step 2, has to coincide with the map $H_2\circ H_1^{-1}$ in a neighbourhood $H_1(\mathcal {O})\cap \tilde \pi _1^{-1}(O_1)$ of a given point $v_{x_1}\in (\tilde E_1)_{x_1}$. Without loss of generality we may assume that the last set is connected. Since the map $H_2\circ H_1^{-1}$ is real-analytic, and is an isometry on the open subset

\[ \Omega_1\cap H_1(\mathcal{O})\cap\tilde\pi_1^{{-}1}(O_1), \]

where $\Omega _1$ is given by (3.5), by unique continuation we conclude that it is an isometry on $H_1(\mathcal {O})\cap \tilde \pi _1^{-1}(O_1)$. Performing this argument for all points $v_{x_1}$ from the unit sphere in the fibre $(\tilde E_1)_{x_1}$, we conclude that the operator $J_x$ is an isometry for all $x$ in a neighbourhood of $x_1$. This immediately yields a contradiction with the assumption $B_1\ne \tilde M_1$, since the point $x_1\in \tilde M_1$ has been chosen on the boundary $\partial B_1$. Thus, we conclude that the set $B_1$ coincides with the whole manifold $\tilde M_1$.

Step 4. Now we collect final conclusions. First, relation (3.3) defines the fibre preserving map $J:\tilde E_1\to \tilde E_2$. By the argument in Step 2 we see that locally it can be written in the form $H_2\circ H_1^{-1}$, and hence, is smooth, and by lemma 3.6 is real-analytic. Since by definition it is an isomorphism on each fibre, we conclude that it is a real-analytic vector bundle isomorphism. In particular, it covers a real analytic map $j:\tilde M_1\to \tilde M_2$. Since it is an isometry on each fibre, it is a Euclidean vector bundle isomorphism.

Note that the isomorphism $J$ coincides with the isomorphism $\Phi$ on fibres over $W_1\subset \tilde M_1$. Since the latter is a gauge equivalence, the connections $J^*\tilde \nabla ^2$ and $\tilde \nabla ^1$ coincide on $W_1$, and since they are real-analytic and $\tilde M_1$ is connected, they coincide on $\tilde M_1$. Similarly, the map $j:\tilde M_1\to \tilde M_2$ coincides with the isometry $\Psi$ on $W_1$, that is the real-analytic metrics $j^*\tilde g_2$ and $\tilde g_1$ coincide on $W_1$, and hence, they coincide everywhere on $\tilde M_1$. Thus, the vector bundle isomorphism $J$ is indeed a gauge equivalence that covers an isometry.

4. Vector bundles over surfaces

4.1. Proof of theorem 1.2

First, note that we may choose a real-analytic metric $g\in c$. Indeed, viewing $M$ as a domain in a closed surface, by the uniformization theorem, it is straightforward to see that there is a constant Gauss curvature metric $g\in c$. In isothermal coordinates such a metric is real-analytic, and hence, is real-analytic with respect to the real-analytic atlas determined by $c$. Throughout the rest of the section we always use this metric on $M$; first, to define the Dirichlet-to-Neumann operators, and second, to describe the immersions by Green kernels. The construction below follows closely the lines in § 3, but uses proposition 2.4 instead of proposition 2.3.

Fix a point $p\in \Sigma \subset \partial M$. We may view the surface $M$ as a subset of the larger surface $\tilde M$, obtained by gluing the Euclidean disc $D(0,\,\rho )$ to $M$ such that the points in the half-disc are identified with the points in $M$ by means of boundary normal coordinates centred at $p$. Since these coordinates, constructed using our metric $g$, lie in the fixed real-analytic atlas, we conclude that this construction yields the real-analytic structure on $\tilde M$, extending the one on $M$. Making $\rho$ smaller, if necessary, we may assume that the metric $g$ extends to a real-analytic metric $\tilde g$ on $\tilde M$. Below by $W$ we denote the neighbourhood of $p$ in $\tilde M$ that corresponds to the disc $D(0,\,\rho )$.

Let $E_1$ and $E_2$ be two real-analytic vector bundles over $M$, and suppose that for a given open set $\Sigma \subset \partial M$ there exists a vector bundle isomorphism

\[ \phi:\left. E_1\right|_{\Sigma}\to \left. E_2\right|_{\Sigma} \]

that covers the identity map of $\Sigma$ and intertwines with the Dirichlet-to-Neumann operators $\Lambda _{1,\Sigma }$ and $\Lambda _{2,\Sigma }$. Making $W$ smaller, if necessary, we can choose orthonormal frames defined over $W\cap \Sigma$ that are related by $\phi$. They identify trivializations of $\left. E_1\right |_{\Sigma }$ and $\left. E_2\right |_{\Sigma }$, and extending the latter as trivial vector bundles over $W$, we obtain vector bundles $\tilde E_1$ and $\tilde E_2$ over $\tilde M$. Further, identifying boundary normal frames of $\tilde E_1$ and $\tilde E_2$, we extend $\phi$ to a Euclidean isomorphism

(4.1)\begin{equation} \Phi:\left. E_1\right|_{W}\to \left. E_2\right|_{W}. \end{equation}

By proposition 2.4 the real-analytic connection matrices of $\nabla ^1$ and $\nabla ^2$ coincide in such frames, and we conclude that $\Phi$ is a gauge equivalence.

As in the proof of theorem 1.1, by $U$ we denote the open set $\tilde M\backslash \bar M$, and by $\mathcal {E}$ the trivial vector bundle over $U$, which coincides with both restrictions of $\tilde E_1$ and $\tilde E_2$ to $U$. We use the same notation $\tilde E_i^0$ for the vector bundle $\tilde E_i$ with the removed zero section over the interior of $\tilde M$. Let $\tilde G_i$ be the Dirichlet Green kernel for the connection Laplacian on $\tilde E_i$ with respect to the metric $\tilde g$ on $\tilde M$. For each $i=1,\,2$ we define the map $\mathcal {G}_i:\tilde E_i\to W^{-1,2}(\mathcal {E})$ by setting

(4.2)\begin{equation} \tilde E_x\ni v_x\longmapsto \langle v_x,\tilde G_i(x,\cdot)\rangle_{x,\tilde E}\in W^{{-}1,2}(\mathcal{E}), \end{equation}

where $x\in \tilde M$. It satisfies the conclusions in lemmas 3.1-3.3.

The repetition of the argument in § 3 shows that theorem 1.2 is a consequence of the following statement.

Theorem 4.1 Under the hypotheses of theorem 1.2, consider the maps $\mathcal {G}_i:\tilde E_i\to W^{-1,2}(\mathcal {E})$ defined by (4.2), where $i=1,\,2$. Suppose that the vector bundle isomorphism $\Phi :\mathcal {E}\to \mathcal {E}$, described above, intertwines with the $\mathcal {G}_i$'s, that is

\[ \mathcal{G}_2\circ\Phi=\Phi\circ\mathcal{G}_1\qquad\text{ on~ }~\mathcal{E}. \]

Then the images $\mathcal {G}_2(\tilde E_2^0)$ and $\Phi \circ \mathcal {G}_1(\tilde E_1^0)$ coincide as subsets in $W^{-1,2}(\mathcal {E})$, and the map $\mathcal {G}_2^{-1}\circ \Phi \circ \mathcal {G}_1:\tilde E_1^0\to \tilde E_2^0$ extends to a real-analytic vector bundle isomorphism $J:\tilde E_1\to \tilde E_2$ that covers the identity map of $M$ and such that $J^*\tilde \nabla ^2=\tilde \nabla ^1$.

Assuming that the construction described above is the partial case of the setup in § 3, such that the extended isomorphism $\Phi$ in (4.1) covers the identity map, theorem 4.1 can actually be derived from theorem 3.4. More precisely, the only statement that needs to be checked is that the isomorphism $J$ in theorem 3.4 covers the identity map of $M$. The latter is a consequence of the unique continuation property of real-analytic maps, since $J$ coincides with $\Phi$ over $W$ and the latter covers the identity map.

However, under the hypotheses of theorem 1.2, and consequently, of theorem 4.1, the original argument in § 3 can be simplified, and for reader's convenience we prefer to outline this below, highlighting the differences.

4.2. Outline of the proof of Theorem 4.1

Let $B\subset \tilde M$ be the largest connected open set containing the fixed point $p\in \Sigma$ and such that for any $x\in B$ the images of the fibres $\Phi \circ \mathcal {G}_1((\tilde E_1)_x)$ and $\mathcal {G}_2((\tilde E_2)_{x})$ coincide. Then, by lemma 3.2 the composition

(4.3)\begin{equation} J_x=\mathcal{G}_2^{{-}1}\circ\Phi\circ\mathcal{G}_1: (\tilde E_1)_x\longrightarrow (\tilde E_2)_{x} \end{equation}

is an isomorphism of the fibres, and defines a fibre preserving map $J:\left.\tilde E_1\right |_{B}\to \tilde E_2$. Repeating the argument in § 3, we see that $W\subset B$. The aim is to show that $B$ coincides with the interior of $\tilde M$. Note that unlike in the proof of theorem 3.4 we do not ask $J_x$ to be an isometry on the fibres. This is related to the fact that Step 1 of the proof is trivial in this case, since we are not trying to determine the topology of $M$.

Suppose the contrary, $B\ne \tilde M$, and pick a point $\bar x\in \partial B$ that lies in the interior of $M$. By continuity of $\Phi \circ \mathcal {G}_1$ and $\mathcal {G}_2$, together with lemma 3.2, we conclude that the map $J$ extends to $\bar x$. Then there exist non-zero vectors $v_{\bar x}\in (\tilde E_1)_{\bar x}$ and $w_{\bar x}\in (\tilde E_2)_{\bar x}$ such that the images $\Phi \circ \mathcal {G}_1(v_{\bar x})$ and $\mathcal {G}_2(w_{\bar x})$ coincide. Denoting this vector by $u$, we can repeat the argument in the proof of theorem 3.4, see Step 2 and lemma 3.7 in Step 3, to conclude that the images of $\Phi \circ \mathcal {G}_1$ and $\mathcal {G}_2$ coincide around $u$. Then, we have the following version of lemma 3.8.

Lemma 4.2 There is a connected neighbourhood $O$ of the point $\bar x\in \tilde M$ such that for any $x\in O$ the images of fibres $\Phi \circ \mathcal {G}_1((\tilde E_1)_x)$ and $\mathcal {G}_2((\tilde E_2)_{x})$ coincide.

Proof. Following the notation and the line of argument in § 3, we choose a neighbourhood $O\subset \tilde \pi _1\circ H_1(\mathcal {O})$ of $\bar x\in \tilde M$. For a given point $x\in O$ and a vector $v_x\in H_1(\mathcal {O})$ denote by $w_z$ the vector $H_2\circ H_1^{-1}(v_x)$. It satisfies the relation

\[ \Phi\circ\mathcal{G}_1(v_x)=\mathcal{G}_2(w_z), \]

and we claim that the point $z$ has to coincide with $x$. Indeed, this follows from the fact that the map $H_2\circ H_1^{-1}$ coincides with $J$ on the open set $\mathcal {O}\cap \Omega _1$, where $\Omega _1$ is defined by relation (3.5), and in our setup $J$ covers the identity map on the base, that is

(4.4)\begin{equation} \tilde\pi_2\circ H_2\circ H_1^{{-}1}=\tilde\pi_1\qquad\text{ on }\quad\mathcal{O}\cap\Omega_1. \end{equation}

By lemma 3.6 the map $H_2\circ H_1^{-1}$ is real-analytic, and so are the vector bundle projections $\tilde \pi _1$ and $\tilde \pi _2$. Thus, by unique continuation we conclude that relation (4.4) holds on $\mathcal {O}$, and hence,

\[ z=\tilde\pi_2(w_z)=\tilde\pi_1(v_x)=x. \]

Now by linearity, it is straightforward to see that the image of the fibre $\Phi \circ \mathcal {G}_1((\tilde E_1)_x)$ lies in $\mathcal {G}_2((\tilde E_2)_{x})$. Since these images are vector subspaces of the same dimension, we are done.

The last lemma yields a contradiction, and we conclude that $B=\tilde M$. Thus, relation (4.3) defines the fibre preserving map $J:\tilde E_1\to \tilde E_2$, which covers the identity map of $M$. Other remaining properties of $J$ are obtained by repeating the argument at the end of § 3.

5. Proofs of auxiliary results

5.1. Proof of lemma 3.1

Since the map $\mathcal {G}:\tilde E\to W^{\ell,2}(\mathcal {E})$ is linear on each fibre, for a proof of the lemma it is sufficient to show that the map that sends a point $x\in \tilde M$ to the function $\tilde G(x,\,\cdot )$, viewed as an element in the Sobolev space $W^{\ell,2}$, is smooth. Below we assume that $x$ ranges in a chart on $\tilde M$ where the vector bundle $\tilde E$ is trivial. First, we claim that for any section $\varphi \in W^{-\ell,2}_0(\mathcal {E})$ the section

\[ \tilde\psi(x)=\int_{\tilde M}\langle\tilde G(x,y),\tilde\varphi(y)\rangle_yd\mathit{Vol}(y), \]

is differentiable, where $\tilde \varphi$ is an extension of $\varphi$ by zero, and for any $h\in \mathbb {R}^n$ the linear functional

(5.1)\begin{equation} \varphi\longmapsto\sum_ih_i\frac{\partial}{\partial x^i}\tilde\psi(x)=\sum_ih_i\frac{\partial}{\partial x^i}\int_{\tilde M}\langle\tilde G(x,y),\tilde\varphi(y)\rangle_yd\mathit{Vol}(y) \end{equation}

defines an element in $W^{\ell,2}(\mathcal {E})$. Indeed, by standard theory the section $\tilde \psi$ can be viewed as the solution to the Dirichlet problem

\[ \Delta^{\tilde E}\tilde\psi=\tilde\varphi,\qquad\left.\tilde\psi\right|_{\partial\tilde M}=0, \]

in the Sobolev space $W^{-\ell +2,2}_0$, and since $\ell <1-n/2$, it lies in the Holder space $C^{1,\alpha }$ for some $\alpha >0$. To show that the functional defined by (5.1) lies in $W^{\ell,2}(\mathcal {E})$, it is sufficient to show that

\[ \left\lvert\sum_ih_i\frac{\partial}{\partial x^i}\tilde\psi(x)\right\rvert\leqslant C\left\lvert h\right\rvert\left\lvert\varphi\right\rvert_{-\ell,2} \]

for some constant $C>0$, where $\left \lvert ~\cdot ~\right \rvert _{-\ell,2}$ stands for the Sobolev norm. The latter is a direct consequence of the inequality $\left \lvert \tilde \psi \right \rvert _{-\ell +2,2}\leqslant C'\left \lvert \tilde \varphi \right \rvert _{-\ell,2}$, which follows from standard theory, together with the Sobolev embedding theorem. Thus, we obtain the linear operator

\[ L_x:\mathbb{R}^n\ni h\longmapsto \sum_ih_i\frac{\partial}{\partial x^i}\tilde G(x,\cdot)\in W^{\ell,2}(\mathcal{E}), \]

and claim that it is the differential of the map $x\mapsto \tilde G(x,\,\cdot )$. In other words, we claim that for any $\varepsilon >0$ the inequality

\[ \left\lvert\tilde G(x+h,\cdot)-\tilde G(x,\cdot)-L_x(h)\right\rvert_{\ell,2}\leqslant\varepsilon\left\lvert h\right\rvert \]

holds, for any $h\in \mathbb {R}^n$ such that $\left \lvert h \right \rvert <\delta$ for an appropriate $\delta >0$. In the notation above, for the latter it is sufficient to show that

(5.2)\begin{equation} \left\lvert\tilde\psi(x+h)-\tilde\psi(x)-\sum_ih_i\frac{\partial}{\partial x^i}\tilde\psi(x)\right\rvert\leqslant C\left\lvert h\right\rvert^{1+\alpha}\left\lvert\varphi\right\rvert_{-\ell,2} \end{equation}

for some positive constants $C$ and $\alpha$, and arbitrary $h\in \mathbb {R}^n$. Recall the so-called Hadamard formula for $C^1$-smooth functions:

\[ \tilde\psi(x+h)-\tilde\psi(x)=\sum_i\gamma_i(x)h_i,\quad\text{where}\quad\gamma_i(x)=\int\limits_0^1\frac{\partial\tilde\psi}{\partial x^i}(x+th)dt, \]

and we use a trivialization of $\tilde E$ to view sections around $x$ as vector functions. Using this relation, we obtain

\begin{align*} & \left\lvert\tilde\psi(x+h)-\tilde\psi(x)-\sum_ih_i\frac{\partial}{\partial x^i}\tilde\psi(x)\right\rvert=\left\lvert\sum_i(\gamma_i(x)-\frac{\partial}{\partial x^i}\tilde\psi(x))h_i\right\rvert\\ & \quad\leqslant\left\lvert h\right\rvert\left(\int_0^1\left\lvert D\tilde\psi(x+th)-D\tilde\psi(x))\right\rvert^2dt\right)^{1/2}\!\!\leqslant\left\lvert\tilde\psi\right\rvert_{C^{1,\alpha}}\left\lvert h\right\rvert^{1+\alpha}\leqslant C''\left\lvert\tilde\psi\right\rvert_{-\ell+2,2}\left\lvert h\right\rvert^{1+\alpha}\\ & \quad\leqslant C'C''\left\lvert\tilde\varphi\right\rvert_{-\ell,2}\left\lvert h\right\rvert^{1+\alpha}\leqslant C\left\lvert\varphi\right\rvert_{-\ell,2}\left\lvert h\right\rvert^{1+\alpha}, \end{align*}

where in the second inequality we estimate the integral via the Holder norm and $\left \lvert h \right \rvert ^\alpha$, and in the third we use the Sobolev embedding theorem. Thus, relation (5.2) is demonstrated, and we conclude that the map $x\mapsto \tilde G(x,\,\cdot )$ is differentiable. Finally, for a proof that it is smooth, it remains to show that the map $x\mapsto L_x$ is continuous. The latter is a consequence of the inequality

\[ \left\lvert\sum_i(\frac{\partial}{\partial x^i}\tilde\psi(x_1)-\frac{\partial}{\partial x^i}\tilde\psi(x_2))h_i\right\rvert\leqslant C\left\lvert h\right\rvert\left\lvert x_1-x_2\right\rvert^\alpha\left\lvert\varphi\right\rvert_{-\ell,2} \]

for some positive constants $C$ and $\alpha$, which can be proved in a fashion similar to the one above. Thus, we are done.

5.2. Proof of lemma 3.2

First, we show that the map $\mathcal {G}$ is a linear embedding on each fibre $\tilde E_x$. For otherwise, there exists a point $x$ in the interior of $\tilde M$ and a non-zero vector $v_x\in \tilde E_x$ such that the product $\langle v_x,\,\tilde G(x,\,\cdot )\rangle _x$ equals zero in $W^{\ell,2}(\mathcal {E})$. The latter in particular implies that

(5.3)\begin{equation} \langle v_x,\tilde G(x,y)\rangle_x=0\qquad\text{ for all }\quad y\in U\backslash\{x\}. \end{equation}

Since the left-hand side above is real-analytic, we conclude that relation (5.3) continues to hold on $\tilde M\backslash \{x\}$. Now let $s\in \mathcal {D}(\tilde E)$ be a compactly supported section such that $s(x)=v_x$. Then, we obtain

\begin{align*} 0& =\int_{\tilde M}\langle\langle v_x,\tilde G(x,y)\rangle_x,\Delta^{\tilde E} s(y)\rangle_yd\mathit{Vol}(y)=\langle v_x,\int_{\tilde M}\langle\tilde G(x,y),\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\rangle_x\\ & =\langle v_x,v_x\rangle, \end{align*}

where we changed the order of operations in independent variables $x$ and $y$ in the second relation, and used the definition of the Dirichlet Green kernel in the third. Thus, we conclude that the vector $v_x$ has to vanish, and the kernel of a linear operator given by (3.1) is trivial, that is the map $\mathcal {G}$ is indeed a linear embedding on each fibre.

A similar argument shows that the map $\mathcal {G}$ is injective everywhere on $\tilde E^0$. Indeed, suppose that there exist two points $x_1$ and $x_2$ in the interior of $\tilde M$ and non-zero vectors $v_{x_1}$ and $v_{x_2}$ in the fibres over them such that $\langle v_{x_1},\,\tilde G(x_1,\,\cdot )\rangle$ and $\langle v_{x_2},\,\tilde G(x_2,\,\cdot )\rangle$ coincide in $W^{\ell,2}(\mathcal {E})$. Then, it is straightforward to see that

(5.4)\begin{equation} \langle v_{x_1},\tilde G(x_1,y)\rangle_x=\langle v_{x_2},\tilde G(x_2,y)\rangle_x\qquad\text{ for all }\quad y\in U\backslash\{x_1,x_2\}. \end{equation}

As above, by unique continuation we may assume that relation (5.4) holds for all $y\in \tilde M\backslash \{x_1,\,x_2\}$. In addition, since the map $\mathcal {G}$ is injective on fibres, we may assume that $x_1\ne x_2$. Let $s\in \mathcal {D}(\tilde E)$ be a compactly supported section such that $s(x_1)=v_{x_1}$ and $s(x_2)=0$. Then, we obtain

\begin{align*} \langle v_{x_1},v_{x_1}\rangle& =\langle v_{x_1},\int_{\tilde M}\langle\tilde G(x_1,y),\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\rangle_x\\ & =\int_{\tilde M}\langle\langle v_{x_1},\tilde G(x_1,y)\rangle_x,\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y) \\ & =\int_{\tilde M}\langle\langle v_{x_2},\tilde G(x_2,y)\rangle_x,\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\\ & =\langle v_{x_2},\int_{\tilde M}\langle\tilde G(x_2,y),\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\rangle_x\\ & =\langle v_{x_2},s(x_2)\rangle=\langle v_{x_2},0\rangle=0. \end{align*}

Thus, the vector $v_{x_1}$ vanishes, and we arrive at a contradiction.

Finally, to show that the map $\mathcal {G}$ is an immersion we analyse its differential $D_{v_x}:T_{v_x}\tilde E\to W^{\ell,2}(\mathcal {E})$. First, note that a connection on the vector bundle $\tilde E$ defines the decomposition of the tangent space $T_{v_x}\tilde E$ as the direct sum $H_{v_x}\oplus \tilde E_x$, where $H_{v_x}$ is the so-called horizontal subspace, see [Reference Gromoll, Klingenberg and Meyer9]. Since the differential of the projection $\tilde \pi :\tilde E\to \tilde M$ establishes an isomorphism $D_{v_x}\tilde \pi :H_{v_x}\to T_x\tilde M$, we may view tangent vectors from $T_{v_x}\tilde E$ as pairs $(X,\,\xi )$, where $X\in T_xM$, and $\xi \in \tilde E_x$. With these identifications, it is straightforward to show that

(5.5)\begin{equation} D_{v_x}\mathcal{G}(X,\xi)=\langle v_x,\nabla_X\tilde G(x,\cdot)\rangle_{x,\tilde E}+\langle\xi,\tilde G(x,\cdot)\rangle_{x,\tilde E}, \end{equation}

where by the covariant derivative $\nabla _X\tilde G(x,\,\cdot )$ we mean the derivative with respect to the variable $x$ on $\tilde E\boxtimes \tilde E$, that is given by $\nabla _X(u_x\otimes u_y)=\nabla ^{\tilde E}_Xu_x\otimes u_y$. Now choosing appropriate test-sections in the fashion similar to the one above, it is straightforward to show that the differential $D_{v_x}\mathcal {G}$ is injective. In more detail, assume that the right-hand side of relation (5.5) equals zero for some $X\in T_xM$ and $\xi \in \tilde E_x$. Then, by unique continuation we may assume that

(5.6)\begin{equation} \langle v_x,\nabla_X\tilde G(x,y)\rangle_{x,\tilde E}+\langle\xi,\tilde G(x,y)\rangle_{x,\tilde E}=0\qquad\text{for all}\quad y\in\tilde M\backslash\{x\}. \end{equation}

Now choosing a compactly supported section $s\in \mathcal {D}(\tilde E)$ such that $s(x)=\xi$ and $\left.\nabla _X^{\tilde E}s\right |_x=0$, we obtain

\begin{align*} 0& =\int_{\tilde M}\langle\langle v_x,\nabla_X\tilde G(x,y)\rangle_x,\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)+\int_{\tilde M}\langle\langle\xi,\tilde G(x,y)\rangle_x,\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\\ & = \langle v_x,\nabla_X\int_{\tilde M}\langle\tilde G(x,y),\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\rangle_x+\langle \xi,\int_{\tilde M}\langle\tilde G(x,y),\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\rangle_x\\ & = \langle v_x,\nabla_X^{\tilde E}s\rangle+\langle\xi,\xi\rangle=0+\langle\xi,\xi\rangle. \end{align*}

Thus, the vector $\xi \in \tilde E_x$ vanishes, and by relation (5.6) we conclude that the term $\langle v_x,\,\nabla _X\tilde G(x,\,\cdot )\rangle _x$ equals zero. Now choosing a test-section $s\in \mathcal {D}(\tilde E)$ such that $\left.\nabla _Xs\right |_x=v_x$, it is straightforward to see that the vector $v_x$ equals zero as well. Thus, the differential $D_{v_x}\mathcal {G}$ is indeed injective, and we are done.

5.3. Proof of lemma 3.3

Suppose the contrary, the point $x$ does not coincide neither with $q_1$ nor with $q_2$. Then there exist non-zero vectors $v_x\in \tilde E_x$, $w_{q_1}\in \tilde E_{q_1}$, and $w_{q_2}\in \tilde E_{q_2}$ such that

(5.7)\begin{equation} \langle v_x,\tilde G(x,y)\rangle_{x,\tilde E}=\langle w_{q_1},\tilde G(q_1,y)\rangle_{q_1,\tilde E}+\langle w_{q_2},\tilde G(q_2,y)\rangle_{q_2,\tilde E} \end{equation}

for any $y\in U$. Since both parts of this identity are real-analytic functions of $y$, we conclude that it continues to hold for all $y$ in the complement of the points $x$, $q_1$, and $q_2$ in $\tilde M$. Since $x$ does not coincide neither with $q_1$ nor with $q_2$, there exists a smooth section $s\in \mathcal {D}(\tilde E)$ whose support does not contain $q_1$ and $q_2$, and such that $s(x)=v_x$. Then, by definition of the Dirichlet Green kernel we obtain

\begin{align*} \langle v_x,v_x\rangle& =\langle v_x,\int_{\tilde M}\langle\tilde G(x,y),\Delta^{\tilde E} s(y)\rangle_yd\mathit{Vol}(y)\rangle_x\\ & =\int_{\tilde M}\langle\langle v_x,\tilde G(x,y)\rangle_x,\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\\ & =\int_{\tilde M}\langle\langle w_{q_1},\tilde G(q_1,y)\rangle_x,\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\\ & \quad +\int_{\tilde M}\langle\langle w_{q_2},\tilde G(q_2,y)\rangle_x,\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\\ & =\langle w_{q_1},\int_{\tilde M}\langle\tilde G(q_1,y),\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\rangle_x\\ & \quad +\int_{\tilde M}\langle w_{q_2},\langle\tilde G(q_2,y),\Delta^{\tilde E}s(y)\rangle_yd\mathit{Vol}(y)\rangle_x\\ & =\langle w_{q_1},s(q_1)\rangle+\langle w_{q_2},s(q_2)\rangle=0, \end{align*}

where we used the relation $s(x)=v_x$ in the first equality, identity (5.7) in the third, and the fact that the section $s$ is chosen so that it vanishes at $q_1$ and $q_2$ in the last. Thus, we conclude that $v_x$ equals zero and arrive at a contradiction.

Acknowledgements

Our interest in inverse problems has been provoked by Slava Kurylev in a few brief discussions, spread over a number of years. The second-named author is grateful to Lauri Oksanen for discussions on related topics and useful references. Finally, we would like to thank the referee for pointing out some inaccuracies and additional references.

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