Three‐dimensional quantitative analysis on granular particle shape using convolutional neural network
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Three‐dimensional quantitative analysis on granular particle shape using convolutional neural network
Authors
Keywords
-
Journal
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
Volume 46, Issue 1, Pages 187-204
Publisher
Wiley
Online
2021-11-22
DOI
10.1002/nag.3296
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- The detailed particle breakage around the pile in coral sand
- (2021) Yu Peng et al. Acta Geotechnica
- Machine learning–based uncertainty modelling of mechanical properties of soft clays relating to time‐dependent behavior and its application
- (2021) Pin Zhang et al. INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
- Bayesian Neural Network-based Uncertainty Modelling: Application to Soil Compressibility and Undrained Shear Strength Prediction
- (2021) Pin Zhang et al. CANADIAN GEOTECHNICAL JOURNAL
- A novel deep learning-based modelling strategy from image of particles to mechanical properties for granular materials with CNN and BiLSTM
- (2021) Pin Zhang et al. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
- CNN-Based Intelligent Method for Identifying GSD of Granular Soils
- (2021) Pin Zhang et al. International Journal of Geomechanics
- An AI‐based model for describing cyclic characteristics of granular materials
- (2020) Pin Zhang et al. INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
- DEM study on the effect of roundness on the shear behaviour of granular materials
- (2020) Zhihong Nie et al. COMPUTERS AND GEOTECHNICS
- Video-based AI for beat-to-beat assessment of cardiac function
- (2020) David Ouyang et al. NATURE
- Deep learning for variational multimodality tumor segmentation in PET/CT
- (2019) Laquan Li et al. NEUROCOMPUTING
- Prediction of 3D size and shape descriptors of irregular granular particles from projected 2D images
- (2019) D. Su et al. Acta Geotechnica
- Application of a Convolutional Neural Network (CNN) in Permeability Prediction: A Case Study in the Jacksonburg-Stringtown Oil Field, West Virginia, USA
- (2019) Zhi Zhong et al. GEOPHYSICS
- First steps toward CNN based source classification of document images shared over messaging app
- (2019) Sharad Joshi et al. SIGNAL PROCESSING-IMAGE COMMUNICATION
- Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network
- (2019) Vivek Kumar Singh et al. EXPERT SYSTEMS WITH APPLICATIONS
- Effects of curvature-related DEM contact model on the macro- and micro-mechanical behaviours of granular soils
- (2018) S. Zhao et al. GEOTECHNIQUE
- Three-dimensional sphericity, roundness and fractal dimension of sand particles
- (2018) B. Zhou et al. GEOTECHNIQUE
- Quantitative analysis of the three-dimensional roundness of granular particles
- (2018) Zhihong Nie et al. POWDER TECHNOLOGY
- A deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction
- (2017) Eunhee Kang et al. MEDICAL PHYSICS
- A deep convolutional neural network for classification of red blood cells in sickle cell anemia
- (2017) Mengjia Xu et al. PLoS Computational Biology
- Roundness and Sphericity of Soil Particles in Assemblies by Computational Geometry
- (2016) Junxing Zheng et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Effect of Particle Shape on the Mechanical Behavior of Natural Sands
- (2016) Fatin N. Altuhafi et al. JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING
- Particle Roundness and Sphericity from Images of Assemblies by Chart Estimates and Computer Methods
- (2016) Roman D. Hryciw et al. JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING
- 3D quantitative shape analysis on form, roundness, and compactness with μCT
- (2016) Budi Zhao et al. POWDER TECHNOLOGY
- Traditional soil particle sphericity, roundness and surface roughness by computational geometry
- (2015) J. ZHENG et al. GEOTECHNIQUE
- Quantifying Morphology of Sands Using 3D Imaging
- (2015) Khalid A. Alshibli et al. JOURNAL OF MATERIALS IN CIVIL ENGINEERING
- DEM simulation on the one-dimensional compression behavior of various shaped crushable granular materials
- (2013) Takao Ueda et al. GRANULAR MATTER
- Granular element method for three-dimensional discrete element calculations
- (2013) Keng-Wit Lim et al. INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
- Non-invasive characterization of particle morphology of natural sands
- (2013) J. Fonseca et al. SOILS AND FOUNDATIONS
- Analysis of an Image-Based Method to Quantify the Size and Shape of Sand Particles
- (2012) F. Altuhafi et al. JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING
- RELATIONSHIPS BETWEEN SHAPE CHARACTERISTICS AND SHEAR STRENGTH OF SANDS
- (2011) ALPER SEZER et al. SOILS AND FOUNDATIONS
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started