Bio-inspired generative design for engineering products: A case study for flapping wing shape exploration

Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers

(2023) Qihao Zhu et al.   JOURNAL OF MECHANICAL DESIGN

BERT-based coupling evaluation of biological strategies in bio-inspired design

(2023) Feng Sun et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Generative Models in Engineering Design: A Review

(2022) Lyle Regenwetter et al.   JOURNAL OF MECHANICAL DESIGN

Implications of data-driven product design: From information age towards intelligence age

(2022) Zuoxu Wang et al.   ADVANCED ENGINEERING INFORMATICS

Data-driven generative design for mass customization: A case study

(2022) Zhoumingju Jiang et al.   ADVANCED ENGINEERING INFORMATICS

Sampling via aggregation value for data-driven manufacturing

(2022) Xu Liu et al.   National Science Review

Intelligent additive manufacturing and design state of the art and future perspectives

(2022) Yi Xiong et al.   Additive Manufacturing

A function-oriented biologically analogical approach for constructing the design concept of smart product in Industry 4.0

(2021) Guozhong Cao et al.   ADVANCED ENGINEERING INFORMATICS

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

Deep generative modeling for mechanistic-based learning and design of metamaterial systems

(2020) Liwei Wang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Deep Generative Design: Integration of Topology Optimization and Generative Models

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

Designing phononic crystal with anticipated band gap through a deep learning based data-driven method

(2019) Xiang Li et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

3D Design Using Generative Adversarial Networks and Physics-based Validation

(2019) Dule Shu et al.   JOURNAL OF MECHANICAL DESIGN

A deep learning–based method for the design of microstructural materials

(2019) Ren Kai Tan et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Design and Performance Assessment of Innovative Eco-Efficient Support Structures for Additive Manufacturing by Photopolymerization

(2017) Andrés Díaz Lantada et al.   JOURNAL OF INDUSTRIAL ECOLOGY

A novel methodology for wing sizing of bio-inspired flapping wing micro air vehicles: theory and prototype

(2016) Mostafa Hassanalian et al.   ACTA MECHANICA

Design for Additive Manufacturing: Trends, opportunities, considerations, and constraints

(2016) Mary Kathryn Thompson et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Parametric shape modification and application in a morphological biomimetic design

(2015) Sun-Joong Kim et al.   ADVANCED ENGINEERING INFORMATICS

Bio-inspired design of aerospace composite joints for improved damage tolerance

(2011) L.A. Burns et al.   COMPOSITE STRUCTURES

Simulating avian wingbeat kinematics

(2010) Ben Parslew et al.   JOURNAL OF BIOMECHANICS