A state-of-the-art review of parameters influencing measurement and modeling of skid resistance of asphalt pavements
A state-of-the-art review of key parameters that influence measurement and modeling of skid
resistance of asphalt pavements is provided. Tire-pavement interaction/friction is discussed …
resistance of asphalt pavements is provided. Tire-pavement interaction/friction is discussed …
Stiffness modulus and marshall parameters of hot mix asphalts: Laboratory data modeling by artificial neural networks characterized by cross-validation
The present paper discusses the analysis and modeling of laboratory data regarding the
mechanical characterization of hot mix asphalt (HMA) mixtures for road pavements, by …
mechanical characterization of hot mix asphalt (HMA) mixtures for road pavements, by …
Bituminous mixtures experimental data modeling using a hyperparameters-optimized machine learning approach
This study introduces a machine learning approach based on Artificial Neural Networks
(ANNs) for the prediction of Marshall test results, stiffness modulus and air voids data of …
(ANNs) for the prediction of Marshall test results, stiffness modulus and air voids data of …
Analysis of the mechanical behaviour of asphalt concretes using artificial neural networks
The current paper deals with the numerical prediction of the mechanical response of asphalt
concretes for road pavements, using artificial neural networks (ANNs). The asphalt concrete …
concretes for road pavements, using artificial neural networks (ANNs). The asphalt concrete …
A micromechanical model of freeze-thaw damage in asphalt mixtures
Freeze-thaw damage in asphalt pavements is a complex phenomenon dependent on many
parameters such as moisture infiltration, temperature and mechanical properties of the …
parameters such as moisture infiltration, temperature and mechanical properties of the …
Dynamic behavior of asphalt pavement structure under temperature-stress coupled loading
Q Xue, L Liu, Y Zhao, YJ Chen, JS Li - Applied thermal engineering, 2013 - Elsevier
The coupled effect of temperature and stress loading is a critical factor in the evaluation of
the structural stability of asphalt pavements. Temperature gradient and external loading are …
the structural stability of asphalt pavements. Temperature gradient and external loading are …
Development of an elastoviscoplastic microstructural-based continuum model to predict permanent deformation in hot mix asphalt
Permanent deformation in hot mix asphalt is caused by a combination of densification
(decrease in volume and hence increase in density) and shear deformation. The primary …
(decrease in volume and hence increase in density) and shear deformation. The primary …
[HTML][HTML] A thermodynamics-based model for freeze-thaw damage in asphalt mixtures
Damage due to freeze-thaw cycles is a major problem for asphalt mixtures. Considering the
complexity of the damage process in asphalt mixtures, characterization of the process and …
complexity of the damage process in asphalt mixtures, characterization of the process and …
[HTML][HTML] Thermodynamics-based finite strain viscoelastic-viscoplastic model coupled with damage for asphalt material
A thermodynamics based thermo-viscoelastic-viscoplastic model coupled with damage
using the finite strain framework suitable for asphalt material is proposed in this paper. A …
using the finite strain framework suitable for asphalt material is proposed in this paper. A …
Prediction of Marshall stability and marshall flow of asphalt pavements using supervised machine learning algorithms
The conventional method for determining the Marshall Stability (MS) and Marshall Flow (MF)
of asphalt pavements entails laborious, time-consuming, and expensive laboratory …
of asphalt pavements entails laborious, time-consuming, and expensive laboratory …