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Integrating Deep Learning into CAD/CAE System: Generative Design and Evaluation of 3D Conceptual Wheel

25 May 2020

Papers citing "Integrating Deep Learning into CAD/CAE System: Generative Design and Evaluation of 3D Conceptual Wheel"

20 / 20 papers shown

Title
DeepWheel: Generating a 3D Synthetic Wheel Dataset for Design and Performance Evaluation Soyoung Yoo Namwoo Kang 114 0 0 15 Apr 2025
Deep Concept Identification for Generative Design Ryo Tsumoto Kentaro Yaji Yutaka Nomaguchi K. Fujita 17 1 0 26 Oct 2024
Vehicle Suspension Recommendation System: Multi-Fidelity Neural Network-based Mechanism Design Optimization Sumin Lee Namwoo Kang 98 0 0 03 Oct 2024
McGAN: Generating Manufacturable Designs by Embedding Manufacturing Rules into Conditional Generative Adversarial Network Zhichao Wang Xiaoliang Yan S. Melkote David Rosen AI4CE 64 1 0 24 Jul 2024
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction Jangseop Park Namwoo Kang AI4CE 53 2 0 04 Jun 2024
Learning Design Preferences through Design Feature Extraction and Weighted Ensemble Dongju Shin Sunghee Lee Namwoo Kang 24 0 0 12 May 2024
Layout2Rendering: AI-aided Greenspace design Ran Chen Zeke Lian Yueheng He Xiao Ling Fuyu Yang Xueqi Yao Xingjian Yi Jing Zhao 30 0 0 21 Apr 2024
Deep Generative Design for Mass Production Jihoon Kim Yongmin Kwon Namwoo Kang AI4CE 62 1 0 16 Mar 2024
NITO: Neural Implicit Fields for Resolution-free Topology Optimization Amin Heyrani Nobari Giorgio Giannone Lyle Regenwetter Faez Ahmed AI4CE 95 3 0 07 Feb 2024
Deep Learning in Deterministic Computational Mechanics L. Herrmann Stefan Kollmannsberger AI4CE PINN 118 0 0 27 Sep 2023
Weighted Unsupervised Domain Adaptation Considering Geometry Features and Engineering Performance of 3D Design Data S. Shin Namwoo Kang OOD AI4CE 88 2 0 08 Sep 2023
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation Giorgio Giannone Akash Srivastava Ole Winther Faez Ahmed DiffM AI4CE 99 36 0 29 May 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 114 30 0 06 Feb 2023
Wheel Impact Test by Deep Learning: Prediction of Location and Magnitude of Maximum Stress S. Shin Ah-hyeon Jin Soyoung Yoo Sunghee Lee Chang-Gone Kim S. Heo Namwoo Kang 90 12 0 03 Oct 2022
Design Target Achievement Index: A Differentiable Metric to Enhance Deep Generative Models in Multi-Objective Inverse Design Lyle Regenwetter Faez Ahmed 52 7 0 06 May 2022
Deep Learning-Based Inverse Design for Engineering Systems: Multidisciplinary Design Optimization of Automotive Brakes Seongsin Kim Min-seok Jwa Soon-Sik Lee Sung-Moon Park Namwoo Kang AI4CE 89 13 0 27 Feb 2022
Social Computational Design Method for Generating Product Shapes with GAN and Transformer Models Maolin Yang P. Jiang AI4CE 68 4 0 22 Feb 2022
JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints Karl D. D. Willis P. Jayaraman Hang Chu Yunsheng Tian Yifei Li ... Aditya Sanghi Linh-Tam Tran Joseph G. Lambourne Armando Solar-Lezama Wojciech Matusik 118 76 0 24 Nov 2021
CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis Amin Heyrani Nobari Muhammad Fathy Rashad Faez Ahmed GAN AI4CE 83 51 0 10 Mar 2021
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs Seowoo Jang Soyoung Yoo Namwoo Kang AI4CE 104 74 0 17 Aug 2020