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Mark Fuge

IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures
Inverse Design of 2D Airfoils using Conditional Generative Models and Surrogate Log-Likelihoods
Airfoil Design Parameterization and Optimization using Bézier Generative Adversarial Networks
Synthesizing Designs with Inter-part Dependencies Using Hierarchical Generative Adversarial Networks
Active Expansion Sampling for Learning Feasible Domains in an Unbounded Input Space
Beyond the Known: Detecting Novel Feasible Domains over an Unbounded Design Space
Design Manifolds Capture the Intrinsic Complexity and Dimension of Design Spaces

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