Unsupervised Data-Driven Methods for Damage Identification in Discontinuous Media

Keyphrases

• Loading Conditions 100%
• Damage State 100%
• Damage Identification 100%
• Data-driven Methods 100%
• Masonry Wall 100%
• Long-term Monitoring 50%
• Sparse Data 50%
• Structural Stability 50%
• Computer Vision 50%
• Accuracy Improvement 50%
• Gaussian Process Model 50%
• Finite Element Modeling 50%
• Nondestructive Evaluation 50%
• Unsupervised Learning 50%
• Modern Computer 50%
• Damage Mechanism 50%
• Computational Burden 50%
• Discrete Element Modeling 50%
• Physical Infrastructure 50%
• Existing Structures 50%
• Induced Cracking 50%
• Low-dimensional Manifolds 50%
• Vision Pipeline 50%
• Masonry Structures 50%
• Wasserstein Distance 50%

Engineering

• Loading Condition 100%
• Damage State 100%
• Gaussians 50%
• Metrics 50%
• Damage Mechanism 50%
• Discrete Element 50%
• Computervision 50%
• Structural Stability 50%
• Modern Computer 50%
• Induced Cracking 50%
• Masonry Structure 50%
• Point Cloud 50%
• Physical Infrastructure 50%

Material Science

• Finite Element Modeling 100%
• Non-Destructive Testing 100%
• Discrete Element Method 100%