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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

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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

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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

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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

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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

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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

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Topics: Design automation, Design, Manufacturing, Artificial neural networks, Computer-aided design, Sustainability

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

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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

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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

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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

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Topics: Design, Optimization, Three-dimensional computer-aided design, Computer-aided design, Design automation, Evolutionary algorithms, Machinery, Pareto optimization

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

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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

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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

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Topics: Additive manufacturing, Design, Food products, Manufacturing, Rheology, Tradeoffs, Biomaterials, Design automation, Design methodology, Printing

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

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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

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Topics: Algebra, Artificial intelligence, Computer-aided engineering, Design, 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

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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

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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

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Topics: Design, Expert systems, Gears, Nonlinear programming, Spur gears, Computation, Databases, Design automation, Information retrieval, Optimization

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

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Topics: Computer-aided engineering, Creativity, Design methodology, Machine learning, Shells, Design, Computer programming, Computer software, Design automation

Proceedings Papers

Development of a Mechanical Power Transmission Design Supervisor System

John R. Goulding, Hormoz Zarefar

Proc. ASME. DETC90, 16th Design Automation Conference: Volume 1 — Computer Aided and Computational Design, 305-310, September 16–19, 1990

Paper No: DETC1990-0037

DOI: https://doi.org/10.1115/DETC1990-0037

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Topics: Design, Mechanical drives, Computer-aided design, Computer software, Artificial neural networks, Computer-aided manufacturing, Design automation, Engineers, Industrial research, Machinery

NARROW

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

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

Automated Design of Packaging Cushions for Withstanding Drop Tests

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

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

Material Prediction for Design Automation Using Graph Representation Learning

Combinatorial Optimization of Pre-Formed Hose Assemblies

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

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

Generative Optimization for Automatic Creation of 3D CAD Platforms

Topology Optimization With Locally Evaluable Complement Space Connectivity

CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis

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

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

Computer Aided Synthesis Equation Derivation for Mechanisms Design Automation

A Methodology for Incorporating Multiple Goals in Automated Abstract Design

Expert System for Design of Industrial Robots — ESDIR

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

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

Development of a Mechanical Power Transmission Design Supervisor System

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