Machine learning in weather prediction and climate analyses—applications and perspectives
In this paper, we performed an analysis of the 500 most relevant scientific articles published
since 2018, concerning machine learning methods in the field of climate and numerical …
since 2018, concerning machine learning methods in the field of climate and numerical …
Asphalt road pavements to address climate change challenges—an overview
Climate change is already happening. It is one of the significant challenges that the planet
has to face. Asphalt road pavements cover a large area of the Earth's surface; consequently …
has to face. Asphalt road pavements cover a large area of the Earth's surface; consequently …
A research landscape bibliometric analysis on climate change for last decades: Evidence from applications of machine learning
Climate change (CC) is one of the greatest threats to human health, safety, and the
environment. Given its current and future impacts, numerous studies have employed …
environment. Given its current and future impacts, numerous studies have employed …
Intelligent decision-making model in preventive maintenance of asphalt pavement based on PSO-GRU neural network
The milage of asphalt pavement growth explosively around the world in the past decades
resulted in a tremendous maintenance workload. Preventive maintenance (PM) is an …
resulted in a tremendous maintenance workload. Preventive maintenance (PM) is an …
Prediction model of asphalt pavement functional and structural performance using PSO-BPNN algorithm
M **ao, R Luo, Y Chen, X Ge - Construction and Building Materials, 2023 - Elsevier
The rapid expansion of expressway mileage has resulted in a significant maintenance
workload. Accurately predicting pavement performance is an effective approach to cost …
workload. Accurately predicting pavement performance is an effective approach to cost …
[HTML][HTML] Life cycle cost assessment of railways infrastructure asset under climate change impacts
Climate change impacts such as extreme temperatures, snow and ice, flooding, and sea
level rise posed significant threats to railway infrastructure networks. One of the important …
level rise posed significant threats to railway infrastructure networks. One of the important …
Performance zoning method of asphalt pavement in cold regions based on climate Indexes: A case study of Inner Mongolia, China
K Zhao, X Ma, H Zhang, Z Dong - Construction and Building Materials, 2022 - Elsevier
Asphalt pavements are environmentally sensitive, and their service performance is affected
by the local climate. This study aims to classify asphalt pavements into specific regional …
by the local climate. This study aims to classify asphalt pavements into specific regional …
Adaptive maintenance strategies to mitigate climate change impacts on asphalt pavements
This study aims to explore the potential of optimization-based maintenance strategies in
adapting asphalt pavements to future climate change. Based on a highway network in …
adapting asphalt pavements to future climate change. Based on a highway network in …
[HTML][HTML] Impacts of future climate change on flexible road pavement economics: A life cycle costs analysis of 24 case studies across the United States
Highway agencies are facing pressure for repairing and replacing underfunded and aged
road pavement networks that were initially designed for historical climatic conditions. Road …
road pavement networks that were initially designed for historical climatic conditions. Road …
FriC-PM: Machine Learning-based road surface friction coefficient predictive model using intelligent sensor data
M Rasol, F Schmidt, S Ientile - Construction and Building Materials, 2023 - Elsevier
Providing a robust traffic management system is a given for road authorities today, for safer
mobility and reliable day-to-day operations. Therefore, to improve traffic management …
mobility and reliable day-to-day operations. Therefore, to improve traffic management …