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

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

25 May 2020

Kwang Hyeon Hwang

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

10 / 10 papers shown

Title
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs Seowoo Jang Soyoung Yoo Namwoo Kang AI4CE 56 71 0 17 Aug 2020
Understanding the effect of hyperparameter optimization on machine learning models for structure design problems Xianping Du Hongyi Xu Feng Zhu AI4CE 25 48 0 04 Jul 2020
Form + Function: Optimizing Aesthetic Product Design via Adaptive, Geometrized Preference Elicitation Namwoo Kang Yi Ren F. Feinberg P. Papalambros 23 16 0 10 Dec 2019
MeshNet: Mesh Neural Network for 3D Shape Representation Yutong Feng Yifan Feng Haoxuan You Xibin Zhao Yue Gao 3DV 3DH 52 303 0 28 Nov 2018
Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks Zhenguo Nie Haoliang Jiang Levent Burak Kara 27 142 0 27 Aug 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 413 14,191 0 02 Dec 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 227 19,796 0 07 Oct 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 196 9,280 0 14 Dec 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 126 3,210 0 05 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.1K 99,991 0 04 Sep 2014