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07/01/2023
Data-Driven Design for Metamaterials and Multiscale Systems: A Review
Metamaterials are artificial materials designed to exhibit effective mat...
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02/21/2022
T-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning
Inspired by the recent success of deep learning in diverse domains, data...
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02/21/2022
GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty
Deep generative models have demonstrated effectiveness in learning compa...
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12/15/2021
