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08/14/2023
Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks
Computational Fluid Dynamics (CFD) is widely used in different engineeri...
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08/30/2022
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic design
In this paper, we introduce LINKS, a dataset of 100 million one degree o...
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10/21/2021
Deep Generative Models in Engineering Design: A Review
Automated design synthesis has the potential to revolutionize the modern...
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06/07/2021
PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design
Engineering design tasks often require synthesizing new designs that mee...
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03/10/2021
CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis
Modern machine learning techniques, such as deep neural networks, are tr...
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03/10/2021