J. Hou

Physics-Augmented Deep Learning Approach for Identification of Structural Excitations

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 for reliable identification and lack phys...