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#diffusion models Open access

Forward and Inverse Problems of a Semilinear Transport Equation

Sep 2026 · SIAM Journal on Mathematical Analysis
Numerical methods in inverse problems Differential Equations and Boundary Problems advanced mathematical theories

Abstract

Abstract. We study forward and inverse problems for a semilinear radiative transport model where the absorption coefficient depends on the angular average of the transport solution. Our first result is the well-posedness theory for the transport model with general boundary data, which significantly improves previous theories for small boundary data. For the inverse problem of reconstructing the nonlinear absorption coefficient from internal data, we develop stability results for the reconstructions and unify an [Formula: see text] stability theory for both the diffusion and transport regimes by introducing a weighted norm that penalizes the contribution from the boundary region. The problems studied here are motivated by applications such as photoacoustic imaging of multi-photon absorption of heterogeneous media.

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