Forward and Inverse Problems of a Semilinear Transport Equation

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.

Authors

Institutions

Publication Details

Journal
SIAM Journal on Mathematical Analysis
Published
2026-09-09
DOI
https://doi.org/10.1137/25m1833412
Primary Topic
Numerical methods in inverse problems
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Forward and Inverse Problems of a Semilinear Transport Equation

Yimin Zhong, Kui Ren
SIAM Journal on Mathematical Analysis
Numerical methods in inverse problems
article

Forward and Inverse Problems of a Semilinear Transport Equation

Yimin Zhong, Kui Ren
article en

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.

SIAM Journal on Mathematical AnalysisVol. 58(5)
Columbia University (US), Auburn University (US)
National Science Foundation, Gordon and Betty Moore Foundation
Openalex Percentile: Top 91%
Numerical methods in inverse problems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Forward and Inverse Problems of a Semilinear Transport Equation — Yimin Zhong, Kui Ren · SIAM Journal on Mathematical Analysis (2026) | TGRS Research Map | TGRS