Generative Transformers for Design Concept Generation

7 November 2022

Papers citing "Generative Transformers for Design Concept Generation"

17 / 17 papers shown

Title
A Novel Idea Generation Tool using a Structured Conversational AI (CAI) System B. Sankar Dibakar Sen LLMAG LRM 31 4 0 09 Sep 2024
MSEval: A Dataset for Material Selection in Conceptual Design to Evaluate Algorithmic Models Yash Jain Daniele Grandi Allin Groom Brandon Cramer Christopher McComb 36 0 0 12 Jul 2024
Inspired by AI? A Novel Generative AI System To Assist Conceptual Automotive Design Ye Wang Nicole B. Damen Thomas Gale Voho Seo Hooman Shayani AI4CE 34 3 0 06 Jun 2024
Exploring the Capabilities of Large Language Models for Generating Diverse Design Solutions Kevin Ma Daniele Grandi Christopher McComb K. Goucher-Lambert 48 1 0 02 May 2024
Large Language Model Agent as a Mechanical Designer Yayati Jadhav A. Farimani AI4CE LLMAG 98 9 0 26 Apr 2024
Evaluating Large Language Models for Material Selection Daniele Grandi Yash Jain Allin Groom Brandon Cramer Christopher McComb 37 7 0 23 Apr 2024
DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation Anna C. Doris Daniele Grandi Ryan Tomich Md Ferdous Alam Hyunmin Cheong Faez Ahmed 49 15 0 11 Apr 2024
Supermind Ideator: Exploring generative AI to support creative problem-solving Steven R. Rick Gianni Giacomelli Haoran Wen Robert Laubacher Nancy Taubenslag ... Younes Jeddi Hendrik Maier Stephen Dwyer Pranav Ragupathy Thomas W. Malone DiffM LLMAG LRM ReLM 29 7 0 03 Nov 2023
Opportunities for Large Language Models and Discourse in Engineering Design Jan Göpfert J. Weinand Patrick Kuckertz D. Stolten AI4CE 34 4 0 15 Jun 2023
Conceptual Design Generation Using Large Language Models Kevin Ma Daniele Grandi Christopher McComb K. Goucher-Lambert 28 19 0 30 May 2023
The Innovation Paradox: Concept Space Expansion with Diminishing Originality and the Promise of Creative AI Serhad Sarica Jianxi Luo 24 4 0 23 Mar 2023
Toward Artificial Empathy for Human-Centered Design: A Framework Qihao Zhu Jianxi Luo 35 16 0 19 Mar 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 37 40 0 14 Feb 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 18 28 0 06 Feb 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain Zhenguo Nie Tong Lin Haoliang Jiang L. Kara AI4CE 103 168 0 05 Mar 2020