Bayesian Method for Parameter Estimation in Transient Heat Transfer Problem

•Presented a Bayesian inference technique to solve an inverse heat transfer problem.•Estimated local heat transfer coefficients and steam temperatures in a steam header.•Determined point estimates as well as uncertainty of estimated parameters.•Verified the proposed method via both numerical and experimental data.