Compaction quality evaluation of subgrade based on soil characteristics assessment using machine learning

Improving phase prediction accuracy for high entropy alloys with Machine learning

(2021) Sandesh Risal et al.   COMPUTATIONAL MATERIALS SCIENCE

Study on Performance Tests and the Application of Construction Waste as Subgrade Backfill

(2021) Qingbiao Wang et al.   Materials

Investigation of the correlations between the field pavement in-place density and the intelligent compaction measure value (ICMV) of asphalt layers

(2021) Weiguang Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

Identification of grouting compactness in bridge bellows based on the BP neural network

(2021) Hongjin Liu et al.   Structures

Influence of moisture content on intelligent soil compaction

(2020) Wei Hu et al.   AUTOMATION IN CONSTRUCTION

Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms

(2020) Pin Zhang et al.   Geoscience Frontiers

Dynamic optimization of compaction process for rockfill materials

(2019) Zaizhan An et al.   AUTOMATION IN CONSTRUCTION

Investigating key factors of intelligent compaction for asphalt paving: A comparative case study

(2019) Wei Hu et al.   CONSTRUCTION AND BUILDING MATERIALS

Recommendations on Intelligent Compaction Parameters for Asphalt Resurfacing Quality Evaluation

(2017) Wei Hu et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Particle swarm optimization algorithm: an overview

(2017) Dongshu Wang et al.   SOFT COMPUTING

Recommendations on Intelligent Compaction Parameters for Asphalt Resurfacing Quality Evaluation

(2017) Wei Hu et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Predicting standard penetration test N-value from cone penetration test data using artificial neural networks

(2017) Bashar Tarawneh   Geoscience Frontiers

Real-Time Quality Monitoring and Control of Highway Compaction

(2016) Donghai Liu et al.   AUTOMATION IN CONSTRUCTION

Adaptive quality control and acceptance of pavement material density for intelligent road construction

(2016) Qinwu Xu et al.   AUTOMATION IN CONSTRUCTION

State-of-the-art review of some artificial intelligence applications in pile foundations

(2016) Mohamed A. Shahin   Geoscience Frontiers

Compaction quality assessment of earth-rock dam materials using roller-integrated compaction monitoring technology

(2014) Donghai Liu et al.   AUTOMATION IN CONSTRUCTION

Artificial Neural Network (ANN) and Regression Tree (CART) applications for the indirect estimation of unsaturated soil shear strength parameters

(2014) D. P. Kanungo et al.   Frontiers of Earth Science

Reclaimed Asphalt Pavement and Recycled Concrete Aggregate Blends in Pavement Subbases: Laboratory and Field Evaluation

(2013) A. Arulrajah et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Estimating compaction parameters of fine- and coarse-grained soils by means of artificial neural networks

(2012) Fatih Isik et al.   Environmental Earth Sciences

Neural Network Modeling of Resilient Modulus Using Routine Subgrade Soil Properties

(2010) Musharraf Zaman et al.   International Journal of Geomechanics

Estimating Compaction of Cohesive Soils from Machine Drive Power

(2008) Mark J. Thompson et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Relationships between In Situ and Roller-Integrated Compaction Measurements for Granular Soils

(2008) David J. White et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Instrumentation of a roller compactor to monitor vibration behavior during earthwork compaction

(2007) Robert V. Rinehart et al.   AUTOMATION IN CONSTRUCTION