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1-20 of 46
Keywords: generative design
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Journal Articles
Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2025, 147(12): 121704.
Paper No: MD-24-1872
Published Online: June 5, 2025
... , “ Generative Design: Reframing the Role of the Designer in Early-Stage Design Process ,” J. Mech. Des. , 145 (4), p. 041411 . 10.1115/1.4056799 [20] Zhang , L. , and Agrawala , M. , 2023 , “ Adding Conditional Control to Text-to-Image Diffusion Models ,” 2023 IEEE/CVF International...
Journal Articles
Topological Optimization and Generative Design for Additive Manufacturing: Software, Trends and Opportunities
Available to Purchase
Accepted Manuscript
Marcelo Sampaio Martins, Ruben Bentes de Oliveira Acevedo, Sofia Glyniadakis, Henrique Pereira Machado, Felipe Calassa Albuquerque, Kaique Ferreira, Yago Levi Acypreste Benazio, Everton Coelho de Medeiros
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des.
Paper No: MD-24-1768
Published Online: June 4, 2025
[email protected] Email: [email protected] Email: [email protected] 29 10 2024 20 05 2025 28 05 2025 04 06 2025 computer-aided design design for manufacturing generative design Topology optimization Journal of Mechanical Design. Received October 29, 2024...
Journal Articles
Large Language Models for Computer-Aided Design Fine Tuned: Dataset and Experiments
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041710.
Paper No: MD-24-1560
Published Online: February 27, 2025
... 2025 27 02 2025 computer-aided design multimodal data large language model (LLM) fine-tuning LLMs artificial intelligence data-driven design generative design National Science Foundation 10.13039/100000001 2207408 Recent advancements achieved by the generative...
Journal Articles
Dataset on Complex Power Systems: Design for Resilient Transmission Networks Using a Generative Model
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041709.
Paper No: MD-24-1452
Published Online: February 27, 2025
... author. Email: [email protected] Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 30 06 2024 16 01 2025 20 01 2025 27 02 2025 power networks dataset network system design generative design...
Journal Articles
DeepJEB: 3D Deep Learning-Based Synthetic Jet Engine Bracket Dataset
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041703.
Paper No: MD-24-1402
Published Online: November 27, 2024
... computer-aided design data-driven design design optimization generative design The rapid advancements in artificial intelligence (AI) have revolutionized various domains, and the field of mechanical engineering is no exception. The significance of comprehensive and diverse datasets has become...
Journal Articles
A Dataset of 3M Single-DOF Planar 4-, 6-, and 8-Bar Linkage Mechanisms With Open and Closed Coupler Curves for Machine Learning-Driven Path Synthesis
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041702.
Paper No: MD-24-1483
Published Online: November 18, 2024
... machine learning deep learning dataset generation data-driven design deep generative models artificial intelligence computational kinematics computer-aided engineering data-driven design generative design linkages mechanism synthesis Path-generating linkage mechanisms are fundamental...
Journal Articles
Representation Learning for Sequential Volumetric Design Tasks
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2025, 147(5): 051704.
Paper No: MD-24-1258
Published Online: November 18, 2024
..., the underlying sequential design process encodes valuable information for designers. Many efforts have been made to automatically generate reasonable volumetric designs, but the quality of the generated design solutions varies, and evaluating a design solution requires either a prohibitively comprehensive set...
Journal Articles
NURBS-OT: An Advanced Model for Generative Curve Modeling
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031703.
Paper No: MD-24-1312
Published Online: October 18, 2024
... automation generative design machine learning Division of Civil, Mechanical and Manufacturing Innovation 10.13039/100000147 2245299 In computer graphics and the computer-aided design (CAD)/computer-aided manufacturing (CAM) industry, parametric smooth curves (e.g., Bézier, B-spline...
Journal Articles
Designing Connectivity-Guaranteed Porous Metamaterial Units Using Generative Graph Neural Networks
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021706.
Paper No: MD-24-1409
Published Online: September 26, 2024
.... , 2020 , “ Deep Generative Modeling for Mechanistic-Based Learning and Design of Metamaterial Systems ,” Comput. Methods Appl. Mech. Eng. , 372 , p. 113377 . 10.1016/j.cma.2020.113377 [57] Wang , Z. , and Xu , H. , 2024 , “ Manufacturability-Aware Deep Generative Design of 3D...
Journal Articles
Multi-Objective Counterfactuals for Design: A Model-Agnostic Counterfactual Search Method for Multi-Modal Design Modifications
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021401.
Paper No: MD-23-1610
Published Online: August 28, 2024
... generative design machine learning multi-objective optimization Modifying existing designs to generate new ones is an essential aspect of various engineering sectors, such as aerospace, automotive, architecture, pharmaceuticals, consumer goods, and many others. Design modification significantly...
Journal Articles
Toward Controllable Generative Design: A Conceptual Design Generation Approach Leveraging the Function–Behavior–Structure Ontology and Large Language Models
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121401.
Paper No: MD-24-1109
Published Online: July 5, 2024
..., the method used by the G1 is known as knowledge-based generative design with fixed prompt based on few-shot prompting, requiring several inputs of keyword-description pairs from existing design databases. In this case, we collected the keyword-description pairs from the industrial design products in Red-dot...
Includes: Supplementary data
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2024, 146(3): 031405.
Paper No: MD-23-1370
Published Online: February 8, 2024
... to design, e.g., generative design (GD), to help expand designers' divergent thinking. However, generative design technologies are relatively new, we know little about generative design thinking in students. This research aims to advance our understanding of the relationship between aspects of generative...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051708.
Paper No: MD-23-1400
Published Online: January 12, 2024
... 01 2024 design optimization generative design micro and nanosystems design and synthesis of biomaterials design automation structural DNA nanotechnology DNA origami shape grammars Division of Civil, Mechanical and Manufacturing Innovation 10.13039/100000147 2113301...
Topics:
Algorithms,
Annealing,
DNA,
Shapes,
Design,
Simulated annealing,
Optimization,
Nanostructures
Includes: Supplementary data
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2024, 146(4): 041702.
Paper No: MD-23-1394
Published Online: November 7, 2023
... intelligence generative design machine learning structural optimization 20 06 2023 11 10 2023 12 10 2023 07 11 2023 Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 1 Corresponding author. Email: hongyi.3...
Topics:
Design
Journal Articles
Generative Design by Embedding Topology Optimization into Conditional Generative Adversarial Network
Free
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2023, 145(11): 111702.
Paper No: MD-23-1077
Published Online: August 16, 2023
...Zhichao Wang; Shreyes Melkote; David W. Rosen Generative design (GD) techniques have been proposed to generate numerous designs at early design stages for ideation and exploration purposes. Previous research on GD using deep neural networks required tedious iterations between the neural network...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 101704.
Paper No: MD-23-1244
Published Online: July 19, 2023
... Committee of ASME for publication in the J ournal of M echanical D esign . 26 04 2023 28 06 2023 29 06 2023 19 07 2023 topology optimization eigenfrequency matching frequency response analysis antiresonances design methodology design optimization generative design...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091702.
Paper No: MD-22-1598
Published Online: June 23, 2023
... artificial intelligence computer-aided design design for manufacturing generative design 19 09 2022 22 05 2023 22 05 2023 23 06 2023 Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 1 Corresponding author...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041411.
Paper No: MD-22-1527
Published Online: February 20, 2023
...Jana I. Saadi; Maria C. Yang Generative design tools empowered by recent advancements in artificial intelligence (AI) offer the opportunity for human designers and design tools to collaborate in new, more advanced modes throughout various stages of the product design process to facilitate...
Journal Articles
Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041409.
Paper No: MD-22-1386
Published Online: January 17, 2023
... approach to bridge the gap. This paper proposes a generative design approach based on the generative pre-trained language model (PLM) to automatically retrieve and map biological analogy and generate BID in the form of natural language. The latest generative pre-trained transformer, namely generative pre...
Journal Articles
DDE-GAN: Integrating a Data-Driven Design Evaluator Into Generative Adversarial Networks for Desirable and Diverse Concept Generation
Available to Purchase
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041407.
Paper No: MD-22-1446
Published Online: January 10, 2023
...Chenxi Yuan; Tucker Marion; Mohsen Moghaddam Generative adversarial networks (GANs) have shown remarkable success in various generative design tasks, from topology optimization to material design, and shape parametrization. However, most generative design approaches based on GANs lack evaluation...
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