Results 51 to 60 of about 2,643 (219)

Resilient modulus prediction of soft low-plasticity Piedmont residual soil using dynamic cone penetrometer

open access: yesJournal of Rock Mechanics and Geotechnical Engineering, 2018
Dynamic cone penetrometer (DCP) has been used for decades to estimate the shear strength and stiffness properties of the subgrade soils. There are several empirical correlations in the literature to predict the resilient modulus values at only a specific
S. Hamed Mousavi   +2 more
doaj   +1 more source

Computationally efficient surrogate response models for mechanistic-empirical pavement analysis and design [PDF]

open access: yes, 2011
This paper proposes the use of neural network- (NN-) based pavement structural analysis tools as surrogates for the flexible pavement response analysis in the new mechanistic empirical pavement design guide (MEPDG) developed for the American State ...
Ceylan, Halil   +2 more
core   +3 more sources

Modeling the Resilient Modulus Variation of In Situ Soils due to Seasonal Moisture Content Variations

open access: yesAdvances in Civil Engineering, Volume 2019, Issue 1, 2019., 2019
LTRC is conducting a research project to determine the seasonal variation of subgrade resilient modulus (MR) in an effort to implement PavementME. One objective of that project, which is presented in this paper, was to locally calibrate the Enhanced Integrated Climate Model’s (EICM Fenv) curve for seasonal subgrade MR changes.
Kevin Gaspard   +6 more
wiley   +1 more source

Asphalt pavement rutting model in seasonal frozen area

open access: yesMagazine of Civil Engineering, 2022
Effective prediction of rutting diseases in seasonal frozen area is helpful for comprehensive evaluation of asphalt pavement performance. In this paper, based on the Mechanical-Experienced Pavement Design Guide (MEPDG) theory, the rutting prediction ...
Zhang Lina, He Dongpo, Zhao Qianqian
doaj   +1 more source

Real‐Time Road Crack Mapping Using an Optimized Convolutional Neural Network

open access: yesComplexity, Volume 2019, Issue 1, 2019., 2019
Pavement surveying and distress mapping is completed by roadway authorities to quantify the topical and structural damage levels for strategic preventative or rehabilitative action. The failure to time the preventative or rehabilitative action and control distress propagation can lead to severe structural and financial loss of the asset requiring ...
M-Mahdi Naddaf-Sh   +5 more
wiley   +1 more source

Mechanistic-empirical pavement design guide : características y elementos distintivos [PDF]

open access: yes, 2015
[Abstract] This paper is aimed at describing the most distinctive features of the pavement design method known as Mechanistic-Empirical Pavement Design Guide and to compare it with other renowned methodologies, while emphasizing its advantages and ...
Martínez-Díaz, Margarita   +1 more
core   +2 more sources

A streamlined approach for probabilistic pavement life‐cycle performance prediction via physics‐informed neural networks

open access: yesComputer-Aided Civil and Infrastructure Engineering, Volume 40, Issue 28, Page 5136-5152, 28 November 2025.
Abstract Pavement life cycle management (LCM) is essential for assessing the long‐term environmental and economic impacts of roadway infrastructure by means of pavement life cycle assessment (LCA) and life cycle cost analysis (LCCA). However, pavement LCA and LCCA studies frequently overlook the use phase due to the limited availability of performance ...
Jin Li   +3 more
wiley   +1 more source

Calculation and Control Methods for Equivalent Resilient Modulus of Subgrade Based on Nonuniform Distribution of Stress

open access: yesAdvances in Civil Engineering, Volume 2019, Issue 1, 2019., 2019
The resilient modulus of subgrade is a design parameter of the pavement structure, which is significantly affected by the overlying load and traffic load. It is important to calculate the equivalent resilient modulus of the top surface of subgrade based on the nonuniform distribution of resilient modulus in subgrade.
Yongsheng Yao   +5 more
wiley   +1 more source

Performance of Tencate Mirafi PGM-G4 Interlayer-Reinforced Asphalt Pavements in Alaska [PDF]

open access: yes, 2014
Geosynthetics has been used in hot mix asphalt (HMA) overlays in a variety of design and construction situations for more than three decades. A number of positive benefits have been identified such as waterproofing control for base and subgrade ...
Eckman, Paul, Li, Peng, Liu, Jenny
core  

Machine learning models for predicting the International Roughness Index of asphalt concrete overlays on Portland cement concrete pavements

open access: yesComputer-Aided Civil and Infrastructure Engineering, Volume 40, Issue 21, Page 3385-3402, 29 August 2025.
ABSTRACT Although estimating the International Roughness Index (IRI) is crucial, previous studies have faced challenges in addressing IRI prediction for asphalt concrete (AC) overlays on Portland cement concrete (PCC) pavements. This study introduces machine learning to predict the IRI of AC overlays on PCC pavements, focusing on incorporating pre ...
K. Kwon   +4 more
wiley   +1 more source

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