METASET: An automated data selection method for scalable data-driven design of metamaterials

Keyphrases

• Selection Strategy 100%
• Metamaterials 100%
• Data-driven Design 100%
• Automated Data 100%
• Data Selection 100%
• Scalable Data 100%
• Physical Properties 50%
• Design Space 50%
• Process Performance 50%
• Machine Learning Models 50%
• Popular 50%
• Property Space 50%
• Multi-scale Structure 50%
• Structural Performance 50%
• Similarity Metrics 50%
• Search Process 50%
• Algorithm Learning 50%
• Distilling 50%
• Search Algorithm 50%
• Target Displacement 50%
• Physical Simulation 50%
• Subset Selection 50%
• Imbalanced Data 50%
• Mechanical Metamaterials 50%
• Geometrical Design 50%
• Shape Space 50%
• Shape Properties 50%
• Symmetry Rules 50%
• Combinatorial Search 50%
• Unbiased Learning 50%
• Efficient Subset 50%
• Positive Semidefinite 50%
• 2D Metamaterials 50%
• 3D Unit Cell 50%
• Scalable Search 50%
• Determinantal Point Processes 50%
• Displacement Profiles 50%

Computer Science

• Automated Data 100%
• Searching Algorithm 100%
• Feature Subset Selection 100%
• Physical Simulation 100%
• Machine Learning 100%
• Learning System 100%
• Selection Method 100%

Material Science

• Metamaterials 100%
• Physical Property 50%
• Mechanical Metamaterials 50%