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    Prediction Model for Traffic Flow with Missing Values Based on Generative Adversarial and Graph Convolutional Networks 

    Source: Journal of Highway and Transportation Research and Development (English Edition):;2023:;Volume ( 017 ):;issue: 003:;page 62-74-1
    Author(s): Jian-zhong Chen; Ze-kai Lü; Hao-meng Lin
    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, ...
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    Design, Simulation, and Experimental Study of a Novel Industrial Methanol Heat Exchange Hot Air Furnace 

    Source: Journal of Thermal Science and Engineering Applications:;2026:;volume( 018 ):;issue:009
    Author(s): Lu, Zechen; Tang, Zhihao; Li, Xiang; Meng, Lin
    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 ...
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    Simulation of Crack Propagation in API 5L X52 Pressurized Pipes Using XFEM-Based Cohesive Segment Approach 

    Source: Journal of Pipeline Systems Engineering and Practice:;2020:;Volume ( 011 ):;issue: 002
    Author(s): Meng Lin; Sylvester Agbo; Da-Ming Duan; J. J. Roger Cheng; Samer Adeeb
    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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