Integrating deep learning into CAD/CAE system: generative design and evaluation of 3D conceptual wheel

Evaluation of vehicle vibration comfort using deep learning

(2020) Xianping Du et al.   MEASUREMENT

Deep learning–based stress prediction for bottom-up SLA 3D printing process

(2019) Aditya Khadilkar et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks

(2019) Zhenguo Nie et al.   JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

Design Repository Effectiveness for 3D Convolutional Neural Networks: Application to Additive Manufacturing (DETC2019-97535)

(2019) Glen Williams et al.   JOURNAL OF MECHANICAL DESIGN

Deep Generative Design: Integration of Topology Optimization and Generative Models

(2019) Sangeun Oh et al.   JOURNAL OF MECHANICAL DESIGN

An Investigation of Surrogate Models for Efficient Performance-Based Decoding of 3D Point Clouds

(2019) James D. Cunningham et al.   JOURNAL OF MECHANICAL DESIGN

FeatureNet: Machining feature recognition based on 3D Convolution Neural Network

(2018) Zhibo Zhang et al.   COMPUTER-AIDED DESIGN

Learning three-dimensional flow for interactive aerodynamic design

(2018) Nobuyuki Umetani et al.   ACM TRANSACTIONS ON GRAPHICS

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Structural topology optimization using multi-objective genetic algorithm with constructive solid geometry representation

(2016) Faez Ahmed et al.   APPLIED SOFT COMPUTING

Deep learning

(2015) Yann LeCun et al.   NATURE

A Tutorial on Latin Hypercube Design of Experiments

(2015) Felipe A. C. Viana   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL

Towards an integrated generative design framework

(2011) Vishal Singh et al.   DESIGN STUDIES

Multi-objective topology optimization using evolutionary algorithms

(2011) Tawatchai Kunakote et al.   ENGINEERING OPTIMIZATION

A practical generative design method

(2010) Sivam Krish   COMPUTER-AIDED DESIGN

Efficient topology optimization in MATLAB using 88 lines of code

(2010) Erik Andreassen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING