Supplementation of deep neural networks with simplified physics-based features to increase accuracy of plate fundamental frequency predictions

NR Clinkinbeard, NN Hashemi - Physica Scripta, 2024 - iopscience.iop.org
To improve predictive machine learning-based models limited by sparse data, supplemental
physics-related features are introduced into a deep neural network (DNN). While some …