t-METASET: TASK-AWARE GENERATION OF METAMATERIAL DATASETS BY DIVERSITY-BASED ACTIVE LEARNING

Keyphrases

• Active Learning 100%
• Data-driven Design 100%
• Design Representation 50%
• Design Task 50%
• Domain Data 50%
• Downstream Task 50%
• Driving Data 50%
• Future Advancements 50%
• General Design 50%
• Generative Models 50%
• Learning-based 50%
• Machine Learning 50%
• Mechanical Metamaterials 50%
• Metamaterial Design 50%
• Metamaterials 100%
• Model Fitting 50%
• Model-centric 50%
• Multi-scale Architecture 50%
• Property Distribution 50%
• Regressor 50%
• Shape Descriptor 100%
• Space-filling Design 50%
• Tailorable 50%
• Task-aware 100%

Computer Science

• Based Active Learning 100%
• Data Domain 50%
• Data Generation 50%
• Generative Model 50%
• Learning System 50%
• Machine Learning 50%
• shape descriptor 100%

Material Science

• Mechanical Metamaterials 33%
• Metamaterials 100%