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Inverse stability for hyperbolic equations with different initial conditions

Analysis of PDEs · Submitted 3 Nov 2025

abstract compiled · 2026-10-28 · no language-model review

The authors' main claim We establish Lipschitz stability for both the potential and the initial conditions from a single boundary measurement in the context of a hyperbolic boundary initial value problem.

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arXiv ID2511.01688 (version 3)
Pith IDEOEETPQA, Pith's permanent record of this paper and its review
CitationShiqi Ma. "Inverse stability for hyperbolic equations with different initial conditions." arXiv:2511.01688 (2025). https://pith.science/paper/EOEETPQA
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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-10-28: 1 request, 6,822 input tokens.

What the abstract itself states, as probabilities: claims first 0.11 · states limitation 0.56 · human participants 0.01 · controlled comparison 0.11 · randomized assignment 0.01 · states quantitative result 0.37 · compares with prior results 0.97 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v3. Results and the main claim are underlined; .

We establish Lipschitz stability for both the potential and the initial conditions from a single boundary measurement in the context of a hyperbolic boundary initial value problem. In our setting, the initial conditions are allowed to differ for different potentials. Compared to the traditional B-K method, our approach does not require the time reflection step. This advantage opens a route towards applying our method to the fixed angle inverse scattering problem, which remains unresolved for the single incident wave case. To achieve our result, we impose a pointwise comparison estimate on the Laplacian of the differences of the initial conditions, together with a positivity condition on one of the initial positions. The assumption generalizes previous stability results that usually assume the difference to be zero. We propose the initial-potential problem and establish a Lipschitz stability, then propose an iterative reconstruction scheme and show its geometric convergence. The initial-potential problem serves as an attempt to relate initial boundary value problem to the scattering problem, and to explore the possibility of relaxing the positivity requirement on the initial data. We also establish a new pointwise Carleman estimate, whose proof is significantly shorter and the reasoning is much clearer than existing proofs.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 We establish Lipschitz stability for both the potential and the initial conditions from a single boundary measurement in the context of a hyperbolic boundary initial value problem. result 0.73 0.96 0.89 asserted 1.00
s1 In our setting, the initial conditions are allowed to differ for different potentials. contribution 0.77 0.66 0.06 asserted 0.63
s2 Compared to the traditional B-K method, our approach does not require the time reflection step. contribution 0.74 0.81 0.04 asserted 1.00
s3 This advantage opens a route towards applying our method to the fixed angle inverse scattering problem, which remains unresolved for the single incident wave case. interpretation 0.69 0.32 0.06 hedged possibility 0.80
s4 To achieve our result, we impose a pointwise comparison estimate on the Laplacian of the differences of the initial conditions, together with a positivity condition on one of the initial positions. method 0.86 0.89 0.05 asserted 1.00
s5 The assumption generalizes previous stability results that usually assume the difference to be zero. interpretation 0.47 0.37 0.06 asserted 0.99
s6 We propose the initial-potential problem and establish a Lipschitz stability, then propose an iterative reconstruction scheme and show its geometric convergence. contribution 0.96 0.96 0.37 asserted 1.00
s7 The initial-potential problem serves as an attempt to relate initial boundary value problem to the scattering problem, and to explore the possibility of relaxing the positivity requirement on the initial data. interpretation 0.74 0.75 0.05 asserted 0.59
s8 We also establish a new pointwise Carleman estimate, whose proof is significantly shorter and the reasoning is much clearer than existing proofs. contribution 0.84 0.95 0.05 asserted 1.00

What kind of paper the classifier reports this is: theoretical result 0.99 · evidence from proof or derivation 1.00.

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

We establish Lipschitz stability for both the potential and the initial conditions from a single boundary measurement in the context of a hyperbolic boundary initial value problem. In our setting, the initial conditions are allowed to differ for different potentials. Compared to the traditional B-K method, our approach does not require the time reflection step. This advantage opens a route towards applying our method to the fixed angle inverse scattering problem, which remains unresolved for the single incident wave case. To achieve our result, we impose a pointwise comparison estimate on the Laplacian of the differences of the initial conditions, together with a positivity condition on one of the initial positions. The assumption generalizes previous stability results that usually assume the difference to be zero. We propose the initial-potential problem and establish a Lipschitz stability, then propose an iterative reconstruction scheme and show its geometric convergence. The initial-potential problem serves as an attempt to relate initial boundary value problem to the scattering problem, and to explore the possibility of relaxing the positivity requirement on the initial data. We also establish a new pointwise Carleman estimate, whose proof is significantly shorter and the reasoning is much clearer than existing proofs.

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