Colloquium系列报告 | Conditional stability and the numerical solution of the backward problem in dynamical cardiac electrophysiology modeling
报 告 人: 刘继军 教授
所在单位: 东南大学
报告地点: 吉林大学正新楼209
报告时间: 2025-05-15 09:00:00
报告简介:

We study the backward problem of reconstructing the past electrical state of the heart using a simplified bidomain model. This problem is highly ill-posed, and consequently the stability analysis and regularization technique are essentially required. Our main contributions are twofold. First, we establish the conditional stability estimates for the backward problem, focusing on the recovery of the transmembrane potential at a positive past time. Building on this, we furthermore extend the analysis to reconstruct the initial state of the biotissue, which is more challenging due to more weak stability. These stability results are derived using Carleman estimates for the governed system coupled by parabolic and elliptic equations. Second, based on the established stability results, we propose a minimization-based numerical approach involving a penalty term to solve the inverse problem and validate the theoretical results through numerical experiments. The reconstructions demonstrate the effectiveness of the proposed method and provide the numerical verifications of the stability estimates.

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主讲人简介:
刘继军,博士,东南大学二级教授,博士生导师,享受国务院政府特殊津贴专家。现任南京应用数学中心副主任,全国大学生数学建模竞赛组委会委员,中国工业与应用数学学会数学建模竞赛专业委员会委员,江苏省计算数学学会副理事长。国家精品资源共享课《数学建模与数学实验》主持人。历任东南大学数学系主任,东南大学丘成桐中心常务副主任,中国工业与应用数学学会常务理事,中国计算数学学会常务理事,江苏省工业与应用数学学会第五届、第六届理事会理事长。 长期从事数学物理反问题、大规模科学计算和介质成像的数学理论和方法的研究。主持完成国家自然科学基金重大研究计划培育项目、面上项目、国际合作项目等项目。已发表学术论文140余篇,在科学出版社出版学术专著3本。2016年至今任《高校计算数学学报》编委,2012-2017年任Inverse Problems in Sciences and Engineering编委,2018年起任J. Inverse and Ill-posed Problems编委。 入选江苏省各类人才计划人选。获宝钢教育基金会全国优秀教师一等奖,作为主持人获江苏省教学成果一等奖、江苏省自然科学三等奖、教育部自然科学二等奖。