GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

21 February 2022

Papers citing "GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty"

5 / 5 papers shown

Title
An Uncertainty-aware Deep Learning Framework-based Robust Design Optimization of Metamaterial Units Zihan Wang Anindya Bhaduri Hongyi Xu Liping Wang 37 1 0 19 Jul 2024
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning Wei Chen Rachel Sun Doksoo Lee Carlos M. Portela Wei Chen AI4CE 31 3 0 08 Dec 2023
Uncertainty Quantification of Bandgaps in Acoustic Metamaterials with Stochastic Geometric Defects and Material Properties Han Zhang R. K. Mahabadi Cynthia Rudin Johann Guilleminot L. C. Brinson 11 0 0 19 Oct 2023
Data-Driven Design for Metamaterials and Multiscale Systems: A Review Doksoo Lee Wei Chen Liwei Wang Yu-Chin Chan Wei Chen AI4CE 27 80 0 01 Jul 2023
Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation Wei Chen Arun Ramamurthy 25 23 0 07 Jan 2021