...Jonathan Tammer Eweis-Labolle; Nicholas Oune; Ramin Bostanabad Multi-fidelity modeling and calibration are data fusion tasks that ubiquitously arise in engineering design. However, there is currently a lack of general techniques that can jointly fuse multiple data sets with varying fidelity levels...

...Kunpeng Li; Shuo Wang; Yin Liu; Xueguan Song Many datasets in engineering applications are heterogeneous mixtures of noise-free data, noisy data with known noise variances, and noisy data with unknown noise variances. This article proposes a data fusion method called the multi-type data fusion...