Constitutive modelling of idealised granular materials using machine learning method

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Earth and Planetary Sciences

100
Model Earth and Planetary Scien...
100
Granular Material Earth and Planetary Scien...
100
Machine Learning Earth and Planetary Scien...
80
Discrete Element Me... Earth and Planetary Scien...
60
Behavior Earth and Planetary Scien...
40
Data Set Earth and Planetary Scien...
40
Triaxial Test Earth and Planetary Scien...
40
Self Organizing Sys... Earth and Planetary Scien...
40
Void Ratio Earth and Planetary Scien...
20
Efficiency Earth and Planetary Scien...
20
Strain Earth and Planetary Scien...
20
Goal Earth and Planetary Scien...
20
Sample Earth and Planetary Scien...
20
Approach Earth and Planetary Scien...
20
Need Earth and Planetary Scien...
20
Set Earth and Planetary Scien...
20
Algorithm Earth and Planetary Scien...
20
Soil Earth and Planetary Scien...
20
Input Earth and Planetary Scien...
20
Agreement Earth and Planetary Scien...
20
Comparison Earth and Planetary Scien...
20
Accuracy Earth and Planetary Scien...
20
Information Earth and Planetary Scien...
20
Proving Earth and Planetary Scien...
20
Soil Mechanics Earth and Planetary Scien...
20
Memory Earth and Planetary Scien...
20
Fabric Earth and Planetary Scien...
20
Program Earth and Planetary Scien...
20
Geomechanics Earth and Planetary Scien...
20
Micromechanics Earth and Planetary Scien...
20
Rock Mechanics Earth and Planetary Scien...

Keyphrases

100
Machine Learning Te... Keyphrases
100
Granular Materials Keyphrases
100
Constitutive Modeli... Keyphrases
40
Triaxial Test Keyphrases
40
Micromechanics Keyphrases
40
Multilayer Perceptr... Keyphrases
40
Discrete Element Me... Keyphrases
40
Initial Void Ratio Keyphrases
40
Discrete Element Si... Keyphrases
40
Constitutive Respon... Keyphrases
40
Machine Learning Mo... Keyphrases
20
Neural Network Keyphrases
20
Computational Effic... Keyphrases
20
Model Prediction Keyphrases
20
Stress-strain Keyphrases
20
Model Experimental Keyphrases
20
Modeling Approach Keyphrases
20
Prediction Accuracy Keyphrases
20
Constitutive Behavi... Keyphrases
20
Mini Keyphrases
20
Granular Soil Keyphrases
20
Simulation Program Keyphrases
20
Macro-mechanical Keyphrases
20
Micro-macro Keyphrases
20
Soil Mechanics Keyphrases
20
Machine Learning Ba... Keyphrases
20
Shear-induced Keyphrases
20
Chinese Academy of ... Keyphrases
20
Test Elements Keyphrases
20
Learning-based Fram... Keyphrases
20
Machine Learning Fr... Keyphrases
20
Fabric Evolution Keyphrases
20
Triaxial Shear Keyphrases
20
Geomechanics Keyphrases
20
Macroscopic Mechani... Keyphrases
20
Long Short-term Mem... Keyphrases
20
Contact Fabric Keyphrases
20
Rock Mechanics Keyphrases
20
Granular Sample Keyphrases

INIS

100
modeling INIS
100
machine learning INIS
100
granular materials INIS
60
prediction INIS
40
layers INIS
40
simulation INIS
40
voids INIS
40
datasets INIS
20
algorithms INIS
20
accuracy INIS
20
information INIS
20
comparative evaluat... INIS
20
strains INIS
20
china INIS
20
efficiency INIS
20
neural networks INIS
20
shear INIS
20
soils INIS
20
validation INIS
20
benchmarks INIS
20
soil mechanics INIS
20
rock mechanics INIS

Engineering

100
Models Engineering
100
Element Method Engineering
100
Discrete Element Engineering
100
Machine Learning Me... Engineering
100
Constitutive Modeli... Engineering
50
Prediction Engineering
50
Perceptron Engineering
50
Dataset Engineering
25
Accuracy Engineering
25
Algorithm Engineering
25
Computational Effic... Engineering
25
Simulation Result Engineering
25
Bypassing Engineering
25
Macroscopic Engineering
25
Benchmark Engineering
25
Model Prediction Engineering
25
Stress-Strain Relat... Engineering
25
Granular Soil Engineering
25
Micromechanics Engineering
25
Simulation Program Engineering
25
Shearing Engineering
25
Soil Mechanics Engineering
25
Geomechanics Engineering
25
Long Short-Term Mem... Engineering
25
Rock Mechanics Engineering

Chemical Engineering

100
Learning System Chemical Engineering
40
Multilayer Neural N... Chemical Engineering
20
Neural Network Chemical Engineering
20
Long Short-Term Mem... Chemical Engineering
Research OutputsResearch Output authored by Constitutive modelling of idealised granular materials using machine learning method is tagged with the concept