Research and comparison of pavement performance prediction based on neural networks and fusion transformer architecture
Hui Yao,
Ke Han,
Yanhao Liu
et al.
Abstract:<abstract>
<p>The decision-making process for pavement maintenance from a scientific perspective is based on accurate predictions of pavement performance. To improve the rationality of pavement performance indicators, comprehensive consideration of various influencing factors is necessary. To this end, four typical pavement performance indicators (i.e., Rutting Depth, International Roughness Index, Longitudinal Cracking, and Alligator Cracking) were predicted using the Long Term Pavement Performan… Show more
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