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Journal of Mechanical Design - Volume 148 / Issue 12

Title
Authors Volume Issue Page Year PKV
CH-WGAN: Uncertainty-Aware Generative Design of Three-Dimensional Aperiodic Architected Cellular Materials Via Signed Distance Fields
Shaoliang Yang, Jun Wang 148 12 121701–None 2026 60.52
Average Rating: 0.0 / 5 (0 Reviews)
A Deep Generative Modeling Framework for Reliability-Based Design Optimization Using Conditional Normalizing Flow
Jice Zeng, Zi-Jun Cao, Zhao Zhao, Rong Chen, Ping Wang 148 12 121703–None 2026 48.89
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Simulated Stakeholders: Using Critical Frameworks to Examine Large Language Model Agents in Early-Stage Design
Ogochukwu K. U. Elisha-Wigwe, Eric Reynolds Brubaker, Anastasia M. Schauer 148 12 124502–None 2026 9.0
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Mechanistic Learning-Based Surrogate-Aided Optimization: Application to Hydrocephalus Shunt Systems
Elizabeth Hayman, José-Maria Peña, Jayaratnam Jayamohan, Sarah Waters, Antoine Jerusalem 148 12 121707–None 2026 7.0
Average Rating: 0.0 / 5 (0 Reviews)
Large Language Model-Based Formalization of Engineering Requirements Into Ontology-Constrained Knowledge Graphs
Alessandro Stefanone, Marco Rossoni, Giorgio Colombo 148 12 121402–None 2026 9.0
Average Rating: 0.0 / 5 (0 Reviews)
DUCTILE: Agentic Large Language Model Orchestration of Engineering Analysis in Product Development Design Practice
Alejandro Pradas-Gómez, Arindam Brahma, Ola Isaksson 148 12 121706–None 2026 13.0
Average Rating: 0.0 / 5 (0 Reviews)
AI-Assisted Bio-Inspired Design: Evaluating the Effectiveness of Directed Intuition in Large Language Model Outputs
Siyi Xiao, Hadear Ibrahim Hassan, Astrid Layton, Julie Linsey, Daniel A. McAdams 148 12 124501–None 2026 8.96
Average Rating: 0.0 / 5 (0 Reviews)
Variable-Resolution Topology Optimization Based on Dynamic Vision Transformer
Ziqian Zhao, Beibei Sun 148 12 121705–None 2026 15.0
Average Rating: 0.0 / 5 (0 Reviews)
Collaboration Between Two Large Language Models for Design Concept Generation
Siyi Xiao, Guanglu Zhang, Daniel A. McAdams 148 12 121401–None 2026 11.0
Average Rating: 0.0 / 5 (0 Reviews)
SheetGen: A Rule-Based Generative Design Algorithm for Manufacturability-Focused Sheet Metal Parts Based on Domain-Specific Design Knowledge
Christoph Wittig Adão, Jiahang Li, Markus Döllken, Maxim Möllhoff, Xingang Li, Sven Matthiesen 148 12 121704–None 2026 6.0
Average Rating: 0.0 / 5 (0 Reviews)