Deep Generative Models in Engineering Design: A Review

• A Research Concept for the Generative Design for the Holistic Synthesis of Planar Linkages

  2025 Mechanisms and machine science conference-paper Engineering Robotic Mechanisms and Dynamics

  0

  citations
• Data publishing in mechanics and dynamics: challenges, guidelines, and examples from engineering design

  2025 Data-Centric Engineering article Computer Science Research Data Management Practices Open access

  2

  citations
• Enhancing Plausibility Evaluation for Generated Designs with Denoising Autoencoder

  2024 Lecture notes in computer science conference-paper Computer Science Generative Adversarial Networks and Image Synthesis Open access

  1

  citations
• Adversarial Latent Autoencoder with Self-Attention for Structural Image Synthesis

  2024 IEEE Conference on Artificial Intelligence (CAI) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis Open access

  3

  citations
• Opportunities for large language models and discourse in engineering design

  2024 Energy and AI article Engineering Design Education and Practice Open access

  28

  citations

5 results

• Aachen-Heerlen annotated steel microstructure dataset

  2021 Scientific Data data-paper Engineering Microstructure and Mechanical Properties of Steels Open access

  25

  citations

1 result