A Bayesian approach with persistent homology prior for Robin coefficient identification in a parabolic problem

Xiaomei Yang, Jiaying Jia, Zhiliang Deng

The reconstruction of time-dependent Robin coefficients is a challenging inverse heat transfer problem due to its inherent ill-posedness. This paper introduces a hierarchical Bayes…