Application of artificial intelligence methods in the international roughness index prediction of rigid and composite pavements: a systematic review

Abstract The International Roughness Index (IRI) is a widely adopted metric for quantifying pavement roughness, directly influencing vehicle safety, ride comfort, and overall roadway performance. In recent years, the use of Machine Learning (ML) models for IRI prediction has gained momentum, with th...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Hossein Hariri Asli, Nicholas Brake, Mohammad Nikookar, Mohammad Sina Jahangir, Mahdi Feizbahr
Formato:	Artigo
Idioma:	Inglês
Publicado em:	SpringerOpen 2026-02-01
coleção:	Journal of Infrastructure Preservation and Resilience
Assuntos:	International Roughness Index (IRI) Artificial Intelligence (AI) Machine Learning (ML) Pavement performance prediction Systematic review
Acesso em linha:	https://doi.org/10.1186/s43065-026-00178-y
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!