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Inverse problems for a nonlinear dynamical Schr\"odinger operator with magnetic potential

T0 review · 0 major / 3 minor · reviewed 2026-06-26 · grok-4.3

Pith's one-line read The Dirichlet-to-Neumann map uniquely determines time-dependent magnetic and electric potentials for a nonlinear dynamical Schrödinger operator under analyticity assumptions.

desk verdict The paper shows uniqueness of time-dependent magnetic and electric potentials from the DN map for a nonlinear dynamical Schrödinger operator under analyticity, plus forward well-posedness at optimal Sobolev regularity, for both full and partial data. read the letter →

arxiv 2606.18212 v1 pith:HH65CVVF submitted 2026-06-16 math.AP

classification math.AP
keywords inverseproblemsDirichlet-to-NeumannmapnonlinearSchrödingerequationmagneticpotentialanalyticcontinuationpartialdatauniqueness
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

This paper shows that the Dirichlet-to-Neumann map associated with a nonlinear Schrödinger equation containing time-dependent magnetic and electric potentials can recover those potentials uniquely. The uniqueness result applies both when full boundary data is available and when only partial data is measured on small boundary subsets, assuming the potentials are known near the boundary. Analyticity of the potentials is used to extend local information globally via analytic continuation. The work also establishes well-posedness of the forward problem, achieving optimal Sobolev regularity for the solutions.

What carries the argument

The Dirichlet-to-Neumann map for the nonlinear dynamical Schrödinger operator with magnetic and electric potentials, which maps boundary inputs to boundary outputs to recover the interior potentials.

What would settle it

Finding two distinct sets of analytic potentials that produce identical Dirichlet-to-Neumann maps for the same nonlinear equation would falsify the uniqueness result.

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Extended reading notes

Core claim

Under suitable analyticity assumptions on the potentials, the Dirichlet-to-Neumann map determines the time-dependent magnetic and electric potentials uniquely from both full and partial boundary measurements for the nonlinear dynamical Schrödinger operator.

Load-bearing premise

The potentials satisfy suitable analyticity assumptions that enable uniqueness via analytic continuation.

Editorial extensions

If this is right

  • The time-dependent magnetic and electric potentials are uniquely recovered from full Dirichlet-to-Neumann data.
  • Uniqueness extends to partial data when potentials are known near the boundary and Neumann measurements are taken on arbitrarily small open boundary subsets.
  • The forward problem admits solutions with optimal Sobolev regularity.
  • The results apply to both complete and incomplete boundary observations.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • Relaxing analyticity might require Carleman estimates or other microlocal techniques to retain uniqueness.
  • The partial-data setup could apply to limited-access settings such as medical or geophysical imaging.
  • The magnetic potential recovery suggests extensions to vector-potential problems in quantum mechanics.
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Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit.

Referee Report

0 major / 3 minor

Summary. The manuscript studies inverse problems for a nonlinear dynamical Schrödinger operator with magnetic and electric potentials. Under suitable analyticity assumptions on the potentials, it claims to prove that the Dirichlet-to-Neumann map uniquely determines the time-dependent magnetic and electric potentials, both from full boundary data and from partial data (with potentials known near the boundary and Neumann measurements on arbitrarily small boundary subsets). It also claims to establish well-posedness of the forward nonlinear problem, obtaining optimal Sobolev regularity for the solutions.

Significance. If the uniqueness theorems hold, the work would extend existing results on inverse problems for Schrödinger operators to the nonlinear dynamical setting with magnetic potentials and would strengthen partial-data results via analytic continuation. The forward well-posedness statement with optimal regularity would provide a useful technical foundation for such inverse problems. The analyticity assumption is a standard device in this literature and is used explicitly for continuation arguments.

minor comments (3)
  1. The abstract states that the forward problem admits solutions with 'optimal Sobolev regularity,' but the precise Sobolev indices (e.g., H^s for which s) are not indicated; this should be stated explicitly in the introduction or the well-posedness theorem statement.
  2. Notation for the magnetic potential A(t,x) and electric potential q(t,x) should be introduced once and used consistently; the current abstract alternates between 'magnetic and electric potentials' and 'time-dependent magnetic and electric potentials' without a clear first definition.
  3. The partial-data result assumes the potentials are known near the boundary; this assumption should be stated as a numbered hypothesis in the main theorem rather than only in the abstract.

Simulated Author's Rebuttal

0 responses · 0 unresolved

We thank the referee for the positive summary, significance assessment, and recommendation of minor revision. No specific major comments appear in the report, so there are no points requiring point-by-point rebuttal. We will incorporate any minor suggestions during revision.

Circularity Check

0 steps flagged · score 0.0 of 10

No significant circularity in uniqueness proof

full rationale

The paper establishes uniqueness of time-dependent potentials from the DN map under analyticity assumptions, plus forward well-posedness at optimal Sobolev regularity. Analytic continuation is a standard external device; the forward regularity claim is independent technical content. No self-definitional reductions, fitted inputs renamed as predictions, or load-bearing self-citations appear. The derivation chain remains self-contained against external benchmarks and does not collapse to its inputs by construction.

Assumptions & free parameters 0 free parameters · 1 assumptions · 0 invented entities

The uniqueness statements rest on the analyticity assumption for the potentials and on the well-posedness of the forward problem; both are stated without derivation in the abstract.

assumptions (1)
  • domain assumption The magnetic and electric potentials are analytic in space and time.
    Analyticity is invoked to recover the potentials from boundary data via analytic continuation.

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Cite this review

Pith. "Pith review of Inverse problems for a nonlinear dynamical Schr\"odinger operator with magnetic potential." pith.science (2026). https://pith.science/paper/HH65CVVF

@misc{pith2026260618212,
  author       = {Pith},
  title        = {Pith review of: Inverse problems for a nonlinear dynamical Schr\"odinger operator with magnetic potential},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/HH65CVVF}},
  note         = {Machine review of arXiv:2606.18212}
}
read the original abstract

We study two inverse problems for a nonlinear dynamical Schr\"odinger operator with magnetic and electric potentials. Under suitable analyticity assumptions, we show that the Dirichlet-to-Neumann map uniquely determines time-dependent magnetic and electric potentials. We establish the uniqueness of these potentials from both full data and partial data. In particular, for the partial data problem, the desired uniqueness is established by assuming that the potentials are known near the boundary, and the Neumann data is measured on arbitrarily small open subsets of the boundary. In addition, we establish the well-posedness of the forward problem, where we obtain the optimal Sobolev regularity for solutions.

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Works this paper leans on

59 extracted references · 6 canonical work pages

  1. [1]

    R. A. Adams and J. J. F. Fournier.Sobolev Spaces, volume 140 ofPure and Applied Mathematics. Academic Press, Amsterdam, 2nd edition, 2003

  2. [2]

    Ammari and G

    H. Ammari and G. Uhlmann. Reconstruction of the potential from partial Cauchy data for the Schr¨ odinger equation.Indiana University Mathematics Journal, 53(1):169–183, 2004

  3. [3]

    Arrepu and H

    P. Arrepu and H. Zhou. Stable determination of coefficients in nonlinear dynamical Schr¨ odinger equa- tions by carleman estimates.preprint, arXiv:2508.07231, 2025

  4. [4]

    Baudouin and J.-P

    L. Baudouin and J.-P. Puel. Uniqueness and stability in an inverse problem for the Schr¨ odinger equation. Inverse Problems, 18(6):1537–1554, 2002

  5. [5]

    Bellassoued

    M. Bellassoued. Stable determination of coefficients in the dynamical Schr¨ odinger equation in a magnetic field.Inverse Problems, 33(5):055009, 2017

  6. [6]

    Bellassoued and O

    M. Bellassoued and O. Ben Fraj. Stability estimates for time-dependent coefficients appearing in the magnetic Schr¨ odinger equation from arbitrary boundary measurements.Inverse Problems and Imaging, 2020

  7. [7]

    Bellassoued and M

    M. Bellassoued and M. Choulli. Logarithmic stability in the dynamical inverse problem for the Schr¨ odinger equation by arbitrary boundary observation.Journal de Math´ ematiques Pures et Ap- pliqu´ ees, 91(3):233–255, 2009

  8. [8]

    Bellassoued and M

    M. Bellassoued and M. Choulli. Stability estimate for an inverse problem for the magnetic Schr¨ odinger equation from the Dirichlet-to-Neumann map.Journal of Functinal Analysis, 258(1):161–195, 2010

Show all 59 references
  1. [9]

    Bellassoued and D

    M. Bellassoued and D. Dos Santos Ferreira. Stable determination of coefficients in the dynamical anisotropic Schr¨ odinger equation from the Dirichlet-to-Neumann map.Inverse Problems, 26:125010, 2010

  2. [10]

    Ben A¨ ıcha

    I. Ben A¨ ıcha. Stability estimate for an inverse problem for the Schr¨ odinger equation in a magnetic field with time-dependent coefficient.Journal of Mathematical Physics, 58(7):071508, July 2017

  3. [11]

    Bhardwaj, M

    R. Bhardwaj, M. Kumar, and M. Vashisth. Reconstruction of potential and damping coefficients in a semi-linear wave equation.preprint, arXiv:2602.04822, 2026

  4. [12]

    Brasco.Handbook of Calculus of Variations for Absolute Beginners, volume 163 ofUNITEXT

    L. Brasco.Handbook of Calculus of Variations for Absolute Beginners, volume 163 ofUNITEXT. Springer, 1st edition, 2025

  5. [13]

    Brezis.Functional Analysis, Sobolev Spaces and Partial Differential Equations

    H. Brezis.Functional Analysis, Sobolev Spaces and Partial Differential Equations. Springer, New York, 2011

  6. [14]

    Choulli, Y

    M. Choulli, Y. Kian, and E. Soccorsi. Stable determination of time-dependent scalar potential from boundary measurements in a periodic quantum waveguide.SIAM Journal on Mathematical Analysis, 47(6):4536–4558, 2015. INVERSE PROBLEM FOR A NONLINEAR DYNAMICAL SCHR ¨ODINGER OPERATOR 55

  7. [15]

    G. Eskin. Inverse problems for the Schr¨ odinger equations with time-dependent electromagnetic poten- tials and the Aharonov–Bohm effect.Journal of Mathematical Physics, 49:022105, 2008

  8. [16]

    L. C. Evans.Partial Differential Equations, volume 19 ofGraduate Studies in Mathematics. American Mathematical Society, Providence, RI, 2nd edition, 2010

  9. [17]

    Fathallah

    I. Fathallah. Stability for the inverse potential problem by the local Dirichlet-to-Neumann map for the Schr¨ odinger equation.Applicable Analysis, 86(7):899–914, 2007

  10. [18]

    Feizmohammadi, Y

    A. Feizmohammadi, Y. Kian, and G. Uhlmann. An inverse problem for a quasilinear convection–diffusion equation.Nonlinear Analysis, 222:112921, 2022

  11. [19]

    Gilbarg and N

    D. Gilbarg and N. S. Trudinger.Elliptic Partial Differential Equations of Second Order, volume 224 of Grundlehren der mathematischen Wissenschaften. Springer, Berlin, Heidelberg, 2nd edition, 1983

  12. [20]

    Hintz, G

    P. Hintz, G. Uhlmann, and J. Zhai. The Dirichlet-to-Neumann map for a semilinear wave equation on Lorentzian manifolds.Communications in Partial Differential Equations, 47(12):2363–2400, 2022

  13. [21]

    Hintz, G

    P. Hintz, G. Uhlmann, and J. Zhai. An inverse boundary value problem for a semilinear wave equation on Lorentzian manifolds.International Mathematics Research Notices, 2022(17):13181–13211, 2022

  14. [22]

    V. Isakov. On uniqueness in inverse problems for semi-linear parabolic equations.Archive for Rational Mechanics and Analysis, 124:1–12, 1993

  15. [23]

    H. B. Joud. A stability estimate for an inverse problem for the Schr¨ odinger equation in a magnetic field from partial boundary measurements.Inverse Problems, 25(4):045012, 2009

  16. [24]

    Y. Kian. On the determination of nonlinear terms appearing in semilinear hyperbolic equations.Journal of the London Mathematical Society, 104(2):572–595, 2021

  17. [25]

    Kian and ´E

    Y. Kian and ´E. Soccorsi. H¨ older stably determining the time-dependent electromagnetic potential of the Schr¨ odinger equation.SIAM Journal on Mathematical Analysis, 51:627–647, 2017

  18. [26]

    Kian and A

    Y. Kian and A. Tetlow. H¨ older-stable recovery of time-dependent electromagnetic potentials appearing in a dynamical anisotropic Schr¨ odinger equation.Inverse Problems and Imaging, 14(5):819–839, 2020

  19. [27]

    Kian and G

    Y. Kian and G. Uhlmann. Recovery of nonlinear terms for reaction diffusion equations from boundary measurements.Archive for Rational Mechanics and Analysis, 241:article no. 6, 2023

  20. [28]

    Krupchyk, M

    K. Krupchyk, M. Lassas, and G. Uhlmann. Inverse problems with partial data for a magnetic Schr¨ odinger operator in an infinite slab and on a bounded domain.Communications in Mathematical Physics, 312:87– 126, 2012

  21. [29]

    Krupchyk and G

    K. Krupchyk and G. Uhlmann. Stability estimates for partial data inverse problems for Schr¨ odinger operators in the high frequency limit.Journal de Math´ ematiques Pures et Appliqu´ ees, 126:273–291, 2019

  22. [30]

    Krupchyk and G

    K. Krupchyk and G. Uhlmann. Partial data inverse problems for semilinear elliptic equations with gradient nonlinearities.Mathematical Research Letters, 27(6):1801–1824, 2020

  23. [31]

    Krupchyk and G

    K. Krupchyk and G. Uhlmann. A remark on partial data inverse problems for semilinear elliptic equa- tions.Proceedings of the American Mathematical Society, 148(2):681–685, 2020

  24. [32]

    Krupchyk and G

    K. Krupchyk and G. Uhlmann. Inverse problems for nonlinear magnetic Schr¨ odinger equations on con- formally transversally anisotropic manifolds.Analysis & PDE, 16(8):1825–1868, 2023

  25. [33]

    Kumar, G

    P. Kumar, G. Nakamura, and M. Vashisth. Reconstruction of time-dependent coefficients in a semilinear dynamical Schr¨ odinger equation.preprint, arXiv:2606.17023, 2026

  26. [34]

    Kurylev, M

    Y. Kurylev, M. Lassas, and G. Uhlmann. Inverse problems for Lorentzian manifolds and non-linear hyperbolic equations.Inventiones Mathematicae, 212:781–857, 2018

  27. [35]

    R. Y. Lai, X. Lu, and T. Zhou. Partial data inverse problems for the nonlinear time-dependent Schr¨ odinger equation.SIAM Journal on Mathematical Analysis, 56(4):4712–4741, 2024

  28. [36]

    R. Y. Lai, G. Uhlmann, and L. Yan. Partial data inverse problems for the nonlinear magnetic Schr¨ odinger equation.preprint arXiv:2411.06369, 2024

  29. [37]

    Lai and T

    R.-Y. Lai and T. Zhou. Partial data inverse problems for nonlinear magnetic Schr¨ odinger equations. Mathematical Research Letters, 30(5):1535–1563, 2023

  30. [38]

    Lassas, T

    M. Lassas, T. Liimatainen, Y. H. Lin, and M. Salo. Partial data inverse problems and simultaneous re- covery of boundary and coefficients for semilinear elliptic equations.Revista Matem´ atica Iberoamericana, 37(4):1553–1580, 2020

  31. [39]

    Lassas, T

    M. Lassas, T. Liimatainen, Y.-H. Lin, and M. Salo. Inverse problems for elliptic equations with power type nonlinearities.Journal de Math´ ematiques Pures et Appliqu´ ees, 145:44–82, 2021. 56 KUMAR, LIU, AND V ASHISTH

  32. [40]

    Lassas, T

    M. Lassas, T. Liimatainen, L. Potenciano-Machado, and T. Tyni. Stability and Lorentzian geometry for an inverse problem of a semilinear wave equation.Analysis & PDE, 18(5):1065–1118, 2025

  33. [41]

    Lassas, L

    M. Lassas, L. Oksanen, S. Kumar Sahoo, M. Salo, and A. Tetlow. Coefficient determination for nonlinear Schr¨ odinger equations on manifolds.SIAM Journal on Mathematical Analysis, 57(4):4425–4458, 2025

  34. [42]

    Lassas, G

    M. Lassas, G. Uhlmann, and Y. Wang. Inverse problems for semilinear wave equations on Lorentzian manifolds.Communications in Mathematical Physics, 360:555–609, 2018

  35. [43]

    J. M. Lee.Introduction to Smooth Manifolds, volume 218 ofGraduate Texts in Mathematics. Springer, New York, 2nd edition, 2012

  36. [44]

    Lions and E

    J.-L. Lions and E. Magenes.Non-homogeneous Boundary Value Problems and Applications, volume II. Dunod, Paris, 1968

  37. [45]

    Lions and E

    J.-L. Lions and E. Magenes.Non-Homogeneous Boundary Value Problems and Applications: Vol. 1, volume 181 ofGrundlehren der mathematischen Wissenschaften. Springer-Verlag, Berlin, Heidelberg, 1972

  38. [46]

    B. Liu, H. Quan, T. Saksala, and L. Yan. H¨ older stability of an inverse spectral problem for the magnetic schr¨ odinger operator on a simple manifold.preprint, arXiv:2507.13619, 2025

  39. [47]

    B. Liu, T. Saksala, and L. Yan. Partial data inverse problem for hyperbolic equation with time-dependent damping coefficient and potential.SIAM Journal on Mathematical Analysis, 56(4):5678–5722, 2024

  40. [48]

    B. Liu, T. Saksala, and L. Yan. Recovery of a time-dependent potential in hyperbolic equations on conformally transversally anisotropic manifolds.Journal of Spectral Theory, 15(1):123–147, 2025

  41. [49]

    Liu and S

    B. Liu and S. Selim. Stable determination of the first order perturbation of the biharmonic operator from partial data.Journal of Differential Equations, 445:113575, 2025

  42. [50]

    Liu and W

    B. Liu and W. Wang. On a partial data inverse problem for the semi-linear wave equation.preprint, arXiv:2511.08794, 2025

  43. [51]

    Mishra, A

    R. Mishra, A. Purohit, and M. Vashisth. Inverse problem for a time-dependent convection-diffusion equation in admissible geometries.Research in the Mathematical Sciences, 12(4):article number 75, 2025

  44. [52]

    Nakamura, M

    G. Nakamura, M. Vashisth, and M. Watanabe. Inverse initial boundary value problem for a non-linear hyperbolic partial differential equation.Inverse Problems, 37(1):015012, 2021

  45. [53]

    S. K. Sahoo and M. Vashisth. A partial data inverse problem for the convection-diffusion equation. Inverse Problems and Imaging, 14(1):53–75, 2020

  46. [54]

    R. E. Showalter.Monotone Operators in Banach Space and Nonlinear Partial Differential Equations, volume 49 ofMathematical Surveys and Monographs. American Mathematical Society, Providence, RI, 1997

  47. [55]

    Z. Sun, G. Nakamura, and G. Uhlmann. A global identifiability theorem for the Schrodinger equation in magnetic field.Mathematische Annalen, 303:377–388, 1995

  48. [56]

    Sylvester and G

    J. Sylvester and G. Uhlmann. A global uniqueness theorem for an inverse boundary value problem. Annals of Mathematics, 125:153–169, 1987

  49. [57]

    Uhlmann and Y

    G. Uhlmann and Y. Zhang. Inverse boundary value problems for wave equations with quadratic non- linearities.Journal of Differential Equations, 309:558–607, 2022

  50. [58]

    Y. Yang. Determining the first order perturbation of a bi-harmonic operator on bounded and unbounded domains from partial data.Journal of Differential Equations, 257(10):3607–3639, 2014

  51. [59]

    Zhao and G

    X. Zhao and G. Yuan. Stability estimates for an inverse problem for Schr¨ odinger operators at high frequencies from arbitrary partial boundary measurements.Inverse Problems, 39(12):125009, 2023. M. Kumar, Department of Mathematics, Indian Institute of Technology, Ropar, Rupna...

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