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Journal Articles

Generative Design: Reframing the Role of the Designer in Early-Stage Design Process

Jana I. Saadi, Maria C. Yang

J. Mech. Des. April 2023, 145(4): 041411.

Paper No: MD-22-1527

DOI: https://doi.org/10.1115/1.4056799

Published Online: February 20, 2023

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Topics: Design, Generative design

Journal Articles

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

Ashish M. Chaudhari, Daniel Selva

J. Mech. Des. May 2023, 145(5): 051403.

Paper No: MD-22-1348

DOI: https://doi.org/10.1115/1.4056374

Published Online: January 10, 2023

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Topics: Design, Generative design

Journal Articles

DDE-GAN: Integrating a Data-Driven Design Evaluator Into Generative Adversarial Networks for Desirable and Diverse Concept Generation

Chenxi Yuan, Tucker Marion, Mohsen Moghaddam

J. Mech. Des. April 2023, 145(4): 041407.

Paper No: MD-22-1446

DOI: https://doi.org/10.1115/1.4056500

Published Online: January 10, 2023

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Topics: Data-driven design, Design, Generative design, Generators

Journal Articles

Generative Design for Resilience of Interdependent Network Systems

Jiaxin Wu, Pingfeng Wang

J. Mech. Des. March 2023, 145(3): 031705.

Paper No: MD-22-1352

DOI: https://doi.org/10.1115/1.4056078

Published Online: November 17, 2022

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Topics: Design, Generative design, Resilience, Generators, Modeling

Journal Articles

A Predictive and Generative Design Approach for Three-Dimensional Mesh Shapes Using Target-Embedding Variational Autoencoder

Xingang Li, Charles Xie, Zhenghui Sha

J. Mech. Des. November 2022, 144(11): 114501.

Paper No: MD-21-1613

DOI: https://doi.org/10.1115/1.4054906

Published Online: August 8, 2022

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Topics: Generative design, Shapes, Design

Includes: Supplementary data

Journal Articles

Design Strategy Network: A Deep Hierarchical Framework to Represent Generative Design Strategies in Complex Action Spaces

Ayush Raina, Jonathan Cagan, Christopher McComb

J. Mech. Des. February 2022, 144(2): 021404.

Paper No: MD-21-1227

DOI: https://doi.org/10.1115/1.4052566

Published Online: October 11, 2021

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Topics: Design, Generative design, Space, Decision making, Trusses (Building)

Journal citation

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Supplemental Material

Generative Design: Reframing the Role of the Designer in Early-Stage Design Process

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

DDE-GAN: Integrating a Data-Driven Design Evaluator Into Generative Adversarial Networks for Desirable and Diverse Concept Generation

Generative Design for Resilience of Interdependent Network Systems

A Predictive and Generative Design Approach for Three-Dimensional Mesh Shapes Using Target-Embedding Variational Autoencoder

Design Strategy Network: A Deep Hierarchical Framework to Represent Generative Design Strategies in Complex Action Spaces

Journals

Conference Proceedings

eBooks

Resources

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Generative Design: Reframing the Role of the Designer in Early-Stage Design Process

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

DDE-GAN: Integrating a Data-Driven Design Evaluator Into Generative Adversarial Networks for Desirable and Diverse Concept Generation

Generative Design for Resilience of Interdependent Network Systems

A Predictive and Generative Design Approach for Three-Dimensional Mesh Shapes Using Target-Embedding Variational Autoencoder

Design Strategy Network: A Deep Hierarchical Framework to Represent Generative Design Strategies in Complex Action Spaces

Journals

Conference Proceedings

eBooks

Resources

Opportunities

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