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Prediction Model for Traffic Flow with Missing Values Based on Generative Adversarial and Graph Convolutional Networks
Publisher: ASCE
Abstract: In order to improve the accuracy of urban road network traffic-flow prediction with missing values, the generator and discriminator of the generative adversarial network were reconstructed, the loss function was improved, ...
Design, Simulation, and Experimental Study of a Novel Industrial Methanol Heat Exchange Hot Air Furnace
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Green methanol, as a clean and renewable energy source, shows broad prospects for development and application. A heat-exchange hot air furnace transfers the thermal energy generated by fuel combustion to air ...
Simulation of Crack Propagation in API 5L X52 Pressurized Pipes Using XFEM-Based Cohesive Segment Approach
Publisher: ASCE
Abstract: The cohesive zone model (CZM) is one of the most widely used damage models to describe the fracture processes of brittle and ductile materials, and has been usually combined with the conventional finite-element method ...
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