t-METASET: Task-Aware Acquisition of Metamaterial Datasets Through Diversity-Based Active Learning

Keyphrases

• Active Learning 100%
• Data-driven Design 66%
• Design Representation 33%
• Design Task 33%
• Domain Data 33%
• Downstream Task 33%
• Driving Data 33%
• Future Advancements 33%
• Generative Models 33%
• Image-based Design 33%
• Learning-based 33%
• Machine Learning 33%
• Mechanical Metamaterials 33%
• Metamaterial Design 33%
• Metamaterials 100%
• Model Fitting 33%
• Model-centric 33%
• Multi-scale Architecture 33%
• Property Distribution 33%
• Regressor 33%
• Shape Descriptor 66%
• Space-filling Design 33%
• Tailorable 33%
• Task-aware 100%

Computer Science

• Based Active Learning 100%
• Data Collection 100%
• Data Domain 33%
• Data Generation 33%
• Generative Model 33%
• Learning System 33%
• Machine Learning 33%
• shape descriptor 66%

Material Science

• Mechanical Metamaterials 25%
• Metamaterials 100%