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03/03/2021
IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures
Variable-density cellular structures can overcome connectivity and manuf...
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06/21/2020
Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks
Global optimization of aerodynamic shapes usually requires a large numbe...
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02/25/2020
Forming Diverse Teams from Sequentially Arriving People
Collaborative work often benefits from having teams or organizations wit...
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01/12/2020
Adaptive Expansion Bayesian Optimization for Unbounded Global Optimization
Bayesian optimization is normally performed within fixed variable bounds...
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08/27/2018
BézierGAN: Automatic Generation of Smooth Curves from Interpretable Low-Dimensional Parameters
Many real-world objects are designed by smooth curves, especially in the...
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01/30/2018
Creative Exploration Using Topic Based Bisociative Networks
Bisociative knowledge discovery is an approach that combines elements fr...
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09/07/2017
Ranking ideas for diversity and quality
When selecting ideas or trying to find inspiration, designers often must...
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08/25/2017
Active Expansion Sampling for Learning Feasible Domains in an Unbounded Input Space
Many engineering problems require identifying feasible domains under imp...
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02/23/2017