Crack path predictions in heterogeneous media by machine learning

Keyphrases

• Heterogeneous Media 100%
• Artificial Neural Network 100%
• Machine Learning 100%
• Crack Path Prediction 100%
• Crack Path 75%
• Crack Tip 50%
• Crack Pattern 50%
• Crack Growth 50%
• Micromechanics 25%
• Damage Zone 25%
• Stress Field 25%
• Initial Voids 25%
• Fracture Process 25%
• Size Scaling 25%
• By Design 25%
• Structural Heterogeneity 25%
• Steady-state Crack Growth 25%
• Ductile Fracture 25%
• Growth Sequence 25%
• Defect Distribution 25%
• Process Zone 25%
• Effective Fracture Toughness 25%
• Crack Advance 25%
• Zone Diameter 25%
• Neural Network Architecture 25%
• Complex Crack 25%
• Primary Cracks 25%
• Pre-existing Void 25%
• Ductile Fracture Model 25%
• Void Defect 25%
• Growth Mechanics 25%

Engineering

• Crack Path 100%
• Learning System 100%
• Crack Growth 60%
• Artificial Neural Network 60%
• Crack Tip 40%
• Ductile Fracture 40%
• Damage Zone 20%
• Stress Field 20%
• Micromechanics 20%
• Size Scale 20%
• Process Zone 20%
• Multiplicity 20%
• Crack Advance 20%
• Neural Network Architecture 20%
• Primary Crack 20%
• Fracture Strength 20%

Material Science

• Crack Growth 100%
• Crack Tip 66%
• Ductile Fracture 66%
• Micromechanics 33%
• Fracture Toughness 33%
• Stress Field 33%