Qingxia Zhang

Physics-Augmented Deep Learning Approach for Identification of Structural Excitations

Xinhao An, J. Hou, L. Jankowski, Qingxia Zhang

Load identification is a crucial topic in structural health monitoring (SHM). Existing approaches involve a trade-off between the amount of data required and the fidelity of available parametric physical models. Purely data-driven methods require extensive labeled training data f…Read more