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Shimmy Characteristic Analysis for Steering System of Heavy Mining Dump Trucks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Tire wear cost accounts for a large proportion of the total cost of heavy mining dump trucks (HMDTs), and the shimmy of the steering system aggravates the tire wear severely. This study proposes a model-based approach to ...
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Deep feed-forward networks, with high complexity, backpropagate the gradient of the loss function from final layers to earlier layers. As a consequence, the “gradient” may descend rapidly toward zero. This is known as the ...
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