Theory-guided machine learning to predict density evolution of sand dynamically compacted under Ko condition
This paper introduces a theory-guided machine learning (TGML) framework, which
combines a theoretical model (TM) and a machine learning (ML) algorithm to predict …
combines a theoretical model (TM) and a machine learning (ML) algorithm to predict …
Evaluation of climatic effects on moisture variation and performance of unbound pavements with sprayed seals
Over 90% of Australia's surfaced roads are unbound pavements with sprayed seals.
However, achieving complete impermeability with these seals is challenging, leading to …
However, achieving complete impermeability with these seals is challenging, leading to …
Modeling of soil tillage techniques using Fruchterman–Reingold Algorithm
R Jalel, A Elaoud, N Ben Salah, S Chehaibi… - International Journal of …, 2021 - Springer
The demanding use of agricultural machines would lead to grave problems concerning the
quality of agriculture soils making their compaction and disturbing the growth of the …
quality of agriculture soils making their compaction and disturbing the growth of the …
Modeling of soil tillage techniques based on four cropping seasons
A Elaoud, R Jalel, N Ben Salah, S Chehaibi… - Arabian Journal of …, 2021 - Springer
Nowadays, it is compulsory to reduce the production costs of the crop and to adopt methods
favoring sustainable agriculture. This is achieved through the reduction of tillage operations …
favoring sustainable agriculture. This is achieved through the reduction of tillage operations …
Exploring the applicability of low-cost capacitive and resistive water content sensors on compacted soils
J Teixeira, R Correia dos Santos - Geotechnical and Geological …, 2021 - Springer
Soil water content measurement is crucial during compaction control of embankments. The
current techniques used to measure the soil water content in the field are outlined, and their …
current techniques used to measure the soil water content in the field are outlined, and their …
[PDF][PDF] Evaluation of the Temporal Moisture Variations in Flexible Pavements with Thin Seals under Melbourne Climate
J Kodikara - researchgate.net
It has been identified that the accurate prediction of temporal moisture variation in
pavements throughout the service life under prevailing climatic conditions could enhance …
pavements throughout the service life under prevailing climatic conditions could enhance …