On inverse problems for several coupled PDE systems arising in mathematical biology

Ming-Hui Ding, Hongyu Liu*, Guang-Hui Zheng*

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

14 Citations (Scopus)

Abstract

In this paper, we propose and study several inverse problems of identifying/determining unknown coefficients for a class of coupled PDE systems by measuring the average flux data on part of the underlying boundary. In these coupled systems, we mainly consider the non-negative solutions of the coupled equations, which are consistent with realistic settings in biology and ecology. There are several salient features of our inverse problem study: the drastic reduction of the measurement/observation data due to averaging effects, the nonlinear coupling of multiple equations, and the non-negative constraints on the solutions, which pose significant challenges to the inverse problems. We develop a new and effective scheme to tackle the inverse problems and achieve unique identifiability results by properly controlling the injection of different source terms to obtain multiple sets of mean flux data. The approach relies on certain monotonicity properties which are related to the intrinsic structures of the coupled PDE system. We also connect our study to biological applications of practical interest. © 2023, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.
Original languageEnglish
Article number86
JournalJournal of Mathematical Biology
Volume87
Issue number6
Online published14 Nov 2023
DOIs
Publication statusPublished - Dec 2023

Funding

The work of Hongyu Liu is supported by the Hong Kong RGC General Research Funds (projects 11311122, 11300821 and 12301420), the NSFC/RGC Joint Research Fund (project N−𝐶𝑖𝑡𝑦𝑈101/21), the France-Hong Kong ANR/RGC Joint Research Grant, A_City203/19. The work of Guang-Hui Zheng is supported by the NSF of China (12271151) and the NSF of Hunan (2020JJ4166).

Research Keywords

  • Comparison principle
  • Inverse coefficient problems
  • Mathematical biology
  • Monotonicity
  • Nonlinear coupled parabolic systems
  • Unique identifiability

RGC Funding Information

  • RGC-funded

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