Constitutive modelling of natural sands using a deep learning approach accounting for particle shape effects

Engineering

• Natural Sand 100%
• Learning Approach 100%
• Constitutive Modeling 100%
• Deep Learning Method 100%
• Model Prediction 40%
• Discrete Element 40%
• Dimensional Discrete 40%
• Simulation Result 20%
• Combined Effect 20%
• Confining Pressure 20%
• Granular Soil 20%
• Discrete Element Model 20%
• Element Method 20%
• Shapes of Particle 20%
• Learning Task 20%
• Testing Dataset 20%
• Lstm 20%

Material Science

• Particle Shape 100%
• Tomography 100%
• Constitutive Modeling 100%
• Discrete Element Method 50%
• Granular Material 50%
• Density 25%

Chemical Engineering

• Deep Learning Method 100%
• Long Short-Term Memory Network 20%