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Proceedings Papers

Self Learning Design Agent (SLDA): Enabling Deep Learning and Tree Search in Complex Action Spaces

Ayush Raina, Jonathan Cagan, Christopher McComb
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A043, August 14–17, 2022
Paper No: DETC2022-89740
DOI: https://doi.org/10.1115/DETC2022-89740
View Paper titled, Self Learning Design Agent (SLDA): Enabling Deep Learning and Tree Search in Complex Action Spaces
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Topics: Design, Space, Algorithms, Artificial intelligence, Boundary-value problems, Data-driven design, Design automation, Trusses (Building)
Proceedings Papers

Deep Learning of Cross-Modal Tasks for Conceptual Design of Engineered Products: A Review

Xingang Li, Ye Wang, Zhenghui Sha
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A016, August 14–17, 2022
Paper No: DETC2022-90696
DOI: https://doi.org/10.1115/DETC2022-90696
View Paper titled, Deep Learning of Cross-Modal Tasks for Conceptual Design of Engineered Products: A Review
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Topics: Conceptual design, Design, Shapes, Computers, Design automation, Engineering design, Engineering prototypes, Feedback
Proceedings Papers

Automated Design of Packaging Cushions for Withstanding Drop Tests

David So, Lisa Hildebrand, Matthew I. Campbell
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A044, August 14–17, 2022
Paper No: DETC2022-87728
DOI: https://doi.org/10.1115/DETC2022-87728
View Paper titled, Automated Design of Packaging Cushions for Withstanding Drop Tests
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Topics: Computer-aided design, Design, Design automation, Finite element analysis, Packaging, Computer-aided engineering, Engineering simulation, Engineers, Foamed materials, Production planning
Proceedings Papers

Classification-Directed Conceptual Structure Design Based on Topology Optimization, Deep Clustering, and Logistic Regression

Ryo Tsumoto, Kikuo Fujita, Yutaka Nomaguchi, Shintaro Yamasaki, Kentaro Yaji
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A012, August 14–17, 2022
Paper No: DETC2022-88548
DOI: https://doi.org/10.1115/DETC2022-88548
View Paper titled, Classification-Directed Conceptual Structure Design Based on Topology Optimization, Deep Clustering, and Logistic Regression
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Topics: Design, Optimization, Topology, Conceptual design, Bridges (Structures), Design automation, Geometry, Shapes
Proceedings Papers

Empirical Characterization of Lattice, Spring, and Non-Assembly Mechanisms Fabricated With Nylon Polymer Powder Bed Fusion

Nava Raj Khatri, Johnathan A. Smith, Paul F. Egan
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A031, August 14–17, 2022
Paper No: DETC2022-90246
DOI: https://doi.org/10.1115/DETC2022-90246
View Paper titled, Empirical Characterization of Lattice, Spring, and Non-Assembly Mechanisms Fabricated With Nylon Polymer Powder Bed Fusion
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Topics: Manufacturing, Nylon fabrics, Polymers, Springs, Printing, Additive manufacturing, Artificial limbs, Compression, Design, Mechanical testing
Proceedings Papers

Material Prediction for Design Automation Using Graph Representation Learning

Shijie Bian, Daniele Grandi, Kaveh Hassani, Elliot Sadler, Bodia Borijin, Axel Fernandes, Andrew Wang, Thomas Lu, Richard Otis, Nhut Ho, Bingbing Li
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A001, August 14–17, 2022
Paper No: DETC2022-88049
DOI: https://doi.org/10.1115/DETC2022-88049
View Paper titled, Material Prediction for Design Automation Using Graph Representation Learning
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Topics: Design automation, Design, Manufacturing, Artificial neural networks, Computer-aided design, Sustainability
Proceedings Papers

Topology Optimization With Locally Evaluable Complement Space Connectivity

Clinton B. Morris, Amir M. Mirzendehdel, Morad Behandish
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A030, August 17–19, 2021
Paper No: DETC2021-67499
DOI: https://doi.org/10.1115/DETC2021-67499
View Paper titled, Topology Optimization With Locally Evaluable Complement Space Connectivity
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Topics: Optimization, Topology, Design, Algorithms, Boundary-value problems, Coolants, Decision making, Design automation, Design methodology, Electrical wires
Proceedings Papers

CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis

Amin Heyrani Nobari, Muhammad Fathy Rashad, Faez Ahmed
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A002, August 17–19, 2021
Paper No: DETC2021-68103
DOI: https://doi.org/10.1115/DETC2021-68103
View Paper titled, CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis
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Topics: Creativity, Design, Bicycles, Innovation, Artificial neural networks, Design automation, Design methodology, Engineering disciplines, Image segmentation, Machine learning
Proceedings Papers

3D Printed Food Design and Fabrication Approach for Manufacturability, Rheology, and Nutrition Trade-Offs

Rahmatul Mahmoud, Quang Nguyen, Gordon Christopher, Paul F. Egan
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A034, August 17–19, 2021
Paper No: DETC2021-70663
DOI: https://doi.org/10.1115/DETC2021-70663
View Paper titled, 3D Printed Food Design and Fabrication Approach for Manufacturability, Rheology, and Nutrition Trade-Offs
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Topics: Additive manufacturing, Design, Food products, Manufacturing, Rheology, Tradeoffs, Biomaterials, Design automation, Design methodology, Printing
Proceedings Papers

Combinatorial Optimization of Pre-Formed Hose Assemblies

Erik Gustafsson, Johan Persson, Mehdi Tarkian
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A033, August 17–19, 2021
Paper No: DETC2021-71408
DOI: https://doi.org/10.1115/DETC2021-71408
View Paper titled, Combinatorial Optimization of Pre-Formed Hose Assemblies
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Topics: Optimization, Cables, Engineers, Manufacturing, Design automation, Pareto optimization, Path planning
Proceedings Papers

An Introduction to 3D SPI2 (Spatial Packaging of Interconnected Systems With Physics Interactions) Design Problems: A Review of Related Work, Existing Gaps, Challenges, and Opportunities

Satya R. T. Peddada, Lawrence E. Zeidner, Kai A. James, James T. Allison
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A034, August 17–19, 2021
Paper No: DETC2021-72106
DOI: https://doi.org/10.1115/DETC2021-72106
View Paper titled, An Introduction to 3D SPI2 (Spatial Packaging of Interconnected Systems With Physics Interactions) Design Problems: A Review of Related Work, Existing Gaps, Challenges, and Opportunities
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Topics: Design, Packaging, Physics, Design automation, Aircraft, Cycles, Design methodology, Energy consumption, Engineering systems and industry applications, Packing (Shipments)
Proceedings Papers

Integrating Sales, Design and Production: A Configuration System for Automation in Mass Customization

Camilla Wehlin, Olle Vidner, Leon Poot, Mehdi Tarkian
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A042, August 17–19, 2021
Paper No: DETC2021-68426
DOI: https://doi.org/10.1115/DETC2021-68426
View Paper titled, Integrating Sales, Design and Production: A Configuration System for Automation in Mass Customization
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Topics: Design, Sales, Supply chains, Design automation, Engineers, Errors, Manufacturing, Optimization
Proceedings Papers

Generative Optimization for Automatic Creation of 3D CAD Platforms

William F. Quintero-Restrepo, Brian K. Smith, Junfeng Ma
Proc. ASME. IDETC-CIE2021, Volume 5: 26th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A020, August 17–19, 2021
Paper No: DETC2021-67488
DOI: https://doi.org/10.1115/DETC2021-67488
View Paper titled, Generative Optimization for Automatic Creation of 3D CAD Platforms
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Topics: Design, Optimization, Three-dimensional computer-aided design, Computer-aided design, Design automation, Evolutionary algorithms, Machinery, Pareto optimization
Proceedings Papers

A Separating Channel Decomposition Algorithm for Non-Convex Polygons With Application in Interference Detection

T. S. Ku, B. Ravani
Proc. ASME. DETC88, 14th Design Automation Conference, 55-65, September 25–28, 1988
Paper No: DETC1988-0008
DOI: https://doi.org/10.1115/DETC1988-0008
View Paper titled, A Separating Channel Decomposition Algorithm for Non-Convex Polygons With Application in Interference Detection
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Topics: Algorithms, Computer-aided design, Design automation
Proceedings Papers

Computer Aided Synthesis Equation Derivation for Mechanisms Design Automation

A. H. Soni, Y. Weng
Proc. ASME. DETC87, 13th Design Automation Conference: Volume 1 — Design Methods, Computer Graphics, and Expert Systems, 191-196, September 27–30, 1987
Paper No: DETC1987-0024
DOI: https://doi.org/10.1115/DETC1987-0024
View Paper titled, Computer Aided Synthesis Equation Derivation for Mechanisms Design Automation
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Topics: Algebra, Artificial intelligence, Computer-aided engineering, Design, Design automation
Proceedings Papers

A Structured Design Methodology and Metadesigner: A System Shell Concept for Computer Aided Creative Design

C. R. Liu, J. C. Trappey
Proc. ASME. DETC89, 15th Design Automation Conference: Volume 1 — Computer-Aided and Computational Design, 309-313, September 17–21, 1989
Paper No: DETC1989-0052
DOI: https://doi.org/10.1115/DETC1989-0052
View Paper titled, A Structured Design Methodology and Metadesigner: A System Shell Concept for Computer Aided Creative Design
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Topics: Computer-aided engineering, Creativity, Design methodology, Machine learning, Shells, Design, Computer programming, Computer software, Design automation
Proceedings Papers

A Methodology for Incorporating Multiple Goals in Automated Abstract Design

J. S. Bohren, G. E. Nevill
Proc. ASME. DETC89, 1st International Conference on Design Theory and Methodology, 45-51, September 17–21, 1989
Paper No: DETC1989-0006
DOI: https://doi.org/10.1115/DETC1989-0006
View Paper titled, A Methodology for Incorporating Multiple Goals in Automated Abstract Design
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Topics: Design, Design automation, Mechanical structures
Proceedings Papers

Expert System for Design of Industrial Robots — ESDIR

M. J. Tsai, T. G. Wu, L. Hong
Proc. ASME. DETC89, 15th Design Automation Conference: Volume 1 — Computer-Aided and Computational Design, 315-324, September 17–21, 1989
Paper No: DETC1989-0053
DOI: https://doi.org/10.1115/DETC1989-0053
View Paper titled, Expert System for Design of Industrial Robots — ESDIR
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Topics: Design, Expert systems, Robots, Computer-aided design, Cycles, Design automation, Engineering prototypes, Errors, Geometry
Proceedings Papers

A Hybrid Expert System–Nonlinear Programming Approach to Optimal Gear Design

K.-C. Lin, G. E. Johnson
Proc. ASME. DETC89, 15th Design Automation Conference: Volume 2 — Design Optimization, 135-143, September 17–21, 1989
Paper No: DETC1989-0083
DOI: https://doi.org/10.1115/DETC1989-0083
View Paper titled, A Hybrid Expert System–Nonlinear Programming Approach to Optimal Gear Design
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Topics: Design, Expert systems, Gears, Nonlinear programming, Spur gears, Computation, Databases, Design automation, Information retrieval, Optimization
Proceedings Papers

Analogical Problem Solving in Mechanical Design: The Knowledge Base Model

Theodore Bardasz, Ibrahim Zeid
Proc. ASME. CIE91, ASME 1991 Computers in Engineering Conference: Volume 1 — Artificial Intelligence; Expert Systems; CAD/CAM/CAE; Computational Fluid/Thermal Engineering, 169-176, August 18–22, 1991
Paper No: CIE1991-0022
DOI: https://doi.org/10.1115/CIE1991-0022
View Paper titled, Analogical Problem Solving in Mechanical Design: The Knowledge Base Model
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Topics: Design engineering, Design, Design automation, Manufacturing, Product design, Storage