Artificial neural network in prediction of mixed-mode I/II fracture load
The current research demonstrates the application of artificial neural network (ANN) in
predicting the fracture under mixed-mode I/II loadings. To this end, based on the analysis of …
predicting the fracture under mixed-mode I/II loadings. To this end, based on the analysis of …
[HTML][HTML] Modelling and prediction of binder content using latest intelligent machine learning algorithms in carbon fiber reinforced asphalt concrete
In the present work, an attempt is made to find the most suitable prediction model for
Marshall Stability and the optimistic Bitumen Content (BC) in carbon fiber reinforced asphalt …
Marshall Stability and the optimistic Bitumen Content (BC) in carbon fiber reinforced asphalt …
Developing an optimized faulting prediction model in Jointed Plain Concrete Pavement using artificial neural networks and random forest methods
M Ehsani, F Moghadas Nejad… - International journal of …, 2023 - Taylor & Francis
Predicting faulting failure is useful in the optimal concrete pavement design. In this study,
artificial neural networks and the random forest method have been used to predict the …
artificial neural networks and the random forest method have been used to predict the …
Effect of RAP and glass fiber on mode I fracture behaviors of ultra-thin friction course
W Song, X Zou, H Wu, Y Zhan - Engineering Fracture Mechanics, 2022 - Elsevier
Ultra-thin friction course (UTFC) presents excellent performance in preventative
maintenance of asphalt pavement. UTFC could be also used as the wearing course of newly …
maintenance of asphalt pavement. UTFC could be also used as the wearing course of newly …
Prediction of low-temperature fracture resistance curves of unmodified and crumb rubber modified hot mix asphalt mixtures using a machine learning approach
Fracture resistance curves (R-curves) provide a robust tool for a comprehensive insight into
the crack propagation regime in engineering materials. In this paper, an extensive research …
the crack propagation regime in engineering materials. In this paper, an extensive research …
[HTML][HTML] Sustainable crumb rubber modified asphalt mixtures based on low-temperature crack propagation characteristics using the response surface methodology
Fracture regime of asphalt concrete is of utmost importance in the sustainable design of
optimized mixtures against low-temperature cracking. The energy dissipated in blunting the …
optimized mixtures against low-temperature cracking. The energy dissipated in blunting the …
Performance evaluation of stone matrix asphalt mixtures and low-temperature properties of asphalt binders containing reclaimed asphalt pavement materials modified …
SA Saed, N Kamboozia… - Journal of Materials in Civil …, 2022 - ascelibrary.org
Due to several types of deterioration, such as rutting, fatigue cracking, and thermal cracking,
that occur in the structure of pavements, researchers have developed solutions, including …
that occur in the structure of pavements, researchers have developed solutions, including …
Comparison of two criteria of stress intensity factor and fracture energy to investigate the behavior of asphalt mixtures under combined tensile-shear loading modes-A …
Fracture energy and stress intensity factor are of the most prevalent criteria for determining
the fracture behavior of asphalt mixtures. In this research, the fracture performance of …
the fracture behavior of asphalt mixtures. In this research, the fracture performance of …
Long-term Freeze–thaw effect on fracture performance of asphalt mixture with reclaimed asphalt pavement, glass fiber and rejuvenator
A Li, H Wang, W Song - Theoretical and Applied Fracture Mechanics, 2024 - Elsevier
This investigation explored the influence of reclaimed asphalt pavement (RAP), glass fiber,
and rejuvenator on the fracture characteristics of hot mix asphalt (HMA) exposed to freeze …
and rejuvenator on the fracture characteristics of hot mix asphalt (HMA) exposed to freeze …
On comparison of fracture energy measured for six hot mix asphalt composite mixtures using force–load line displacement and force–crack mouth opening …
HR Fattahi Amirdehi, SMN Ghoreishi… - Fatigue & Fracture of …, 2024 - Wiley Online Library
There are two methods for determining the fracture energy (Gf) of hot mix asphalt (HMA)
composites at intermediate temperatures:(i) load–crack mouth opening displacement …
composites at intermediate temperatures:(i) load–crack mouth opening displacement …