Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation

7 January 2021

Papers citing "Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation"

12 / 12 papers shown

Title
Airfoil Diffusion: Denoising Diffusion Model For Conditional Airfoil Generation Reid Graves A. Farimani DiffM 15 0 0 28 Aug 2024
A Generative Neural Network Approach for 3D Multi-Criteria Design Generation and Optimization of an Engine Mount for an Unmanned Air Vehicle Christoph Petroll Sebastian Eilermann Philipp Hoefer Oliver Niggemann 16 1 0 06 Nov 2023
Protein-Ligand Complex Generator & Drug Screening via Tiered Tensor Transform J. Mailoa Zhaofeng Ye J. Qiu Chang-Yu Hsieh Shengyu Zhang 14 3 0 03 Jan 2023
Deep convolutional surrogates and degrees of freedom in thermal design Hadi Keramati F. Hamdullahpur AI4CE 31 0 0 16 Aug 2022
GAN-DUF: Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty Wei-Neng Chen Doksoo Lee O. Balogun Wei Chen AI4CE 12 11 0 21 Feb 2022
Machine Learning in Aerodynamic Shape Optimization Ji-chao Li Xiaosong Du J. Martins AI4CE 13 184 0 15 Feb 2022
Deep Generative Models for Geometric Design Under Uncertainty Wei Chen Doksoo Lee Wei Chen AI4CE 25 2 0 15 Dec 2021
Inverse airfoil design method for generating varieties of smooth airfoils using conditional WGAN-gp Kazuo Yonekura Nozomu Miyamoto Katsuyuki Suzuki 27 25 0 01 Oct 2021
Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil Sunwoong Yang Sanga Lee K. Yee 21 40 0 19 Aug 2021
Range-GAN: Range-Constrained Generative Adversarial Network for Conditioned Design Synthesis A. Nobari Wei Chen Faez Ahmed GAN AI4CE 6 11 0 10 Mar 2021
MO-PaDGAN: Reparameterizing Engineering Designs for Augmented Multi-objective Optimization Wei-Neng Chen Faez Ahmed AI4CE 17 34 0 15 Sep 2020
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 164 1,939 0 24 Oct 2016