LSTM+MA: A Time-Series Model for Predicting Pavement IRI

LSTM+MA: A Time-Series Model for Predicting Pavement IRI

The accurate prediction of pavement performance is essential for transportation administration or management to appropriately allocate resources road maintenance and upkeep. The international roughness index (IRI) is one of the most commonly used pavement performance indicators to reflect the surfac...

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Bibliographic Details
Main Authors:	Tianjie Zhang, Alex Smith, Huachun Zhai, Yang Lu
Format:	Article
Language:	English
Published:	MDPI AG 2025-01-01
Series:	Infrastructures
Subjects:	deep learning international roughness index LSTM LTPP
Online Access:	https://www.mdpi.com/2412-3811/10/1/10
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