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Proceedings Papers

Additive Gaussian Process Regression for Metamodeling in High-Dimensional Problems

Anh Tran, Kathryn Maupin, Ankush Kumar Mishra, Zhen Hu, Chao Hu
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A012, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116555
https://doi.org/10.1115/DETC2023-116555
View Paper titled, Additive Gaussian Process Regression for Metamodeling in High-Dimensional Problems
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Topics: Approximation, Design, Dimensions, Engineering systems and industry applications, Machine learning, Metamodeling, Optimization, Sensitivity analysis, Uncertainty quantification
Proceedings Papers

Parameter Extraction From Images Using Multilabel Supervised Learning

Jessica Ezemba, James D. Cunningham, Conrad S. Tucker
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A022, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116501
https://doi.org/10.1115/DETC2023-116501
View Paper titled, Parameter Extraction From Images Using Multilabel Supervised Learning
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Topics: Design, Design methodology, Engineering design, Engineering systems and industry applications
Proceedings Papers

On the Use of Geometric Deep Learning Towards the Evaluation of Graph-Centric Engineering Systems

Anthony Sirico, Jr., Daniel R. Herber
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A010, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-114592
https://doi.org/10.1115/DETC2023-114592
View Paper titled, On the Use of Geometric Deep Learning Towards the Evaluation of Graph-Centric Engineering Systems
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Topics: Circuits, Design, Engineering systems and industry applications, Machine learning, Gas diffusion layers, Frequency response, Topology, Tradeoffs
Proceedings Papers

Modular Origami Horn and Claw Chains

David Xing, Zhong You
Proc. ASME. IDETC-CIE2023, Volume 8: 47th Mechanisms and Robotics Conference (MR), V008T08A053, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116784
https://doi.org/10.1115/DETC2023-116784
View Paper titled, Modular Origami Horn and Claw Chains
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Topics: Chain, Shapes, Algorithms, Construction, Design, Engineering prototypes, Engineering systems and industry applications, Linkages, Robots
Proceedings Papers

Chat Generative Pretrained Transformer: Extinction of the Designer or Rise of an Augmented Designer

Amaninder Singh Gill
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A063, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116971
https://doi.org/10.1115/DETC2023-116971
View Paper titled, Chat Generative Pretrained Transformer: Extinction of the Designer or Rise of an Augmented Designer
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Topics: Conceptual design, Design, Education, Engineering systems and industry applications, Generative design
Proceedings Papers

Effect of Cross-Axis Pivots Orientation on Accuracy Performance of Compliant Mechanisms

Simone Serafino, Pietro Fanghella, Matteo Verotti
Proc. ASME. IDETC-CIE2023, Volume 8: 47th Mechanisms and Robotics Conference (MR), V008T08A034, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115226
https://doi.org/10.1115/DETC2023-115226
View Paper titled, Effect of Cross-Axis Pivots Orientation on Accuracy Performance of Compliant Mechanisms
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Topics: Compliant mechanisms, Rotation, Computer simulation, Design, Bending (Stress), Engineering systems and industry applications, Kinematics, Linkages
Proceedings Papers

Reducing Data Requirements for Wiener Series Identification With Gaussian Process Priors

Joseph Massingham, Ole Nielsen, Tore Butlin
Proc. ASME. IDETC-CIE2023, Volume 10: 19th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC), V010T10A022, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-113497
https://doi.org/10.1115/DETC2023-113497
View Paper titled, Reducing Data Requirements for Wiener Series Identification With Gaussian Process Priors
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Topics: Algorithms, Artificial neural networks, Engineering systems and industry applications, Nonlinear dynamical systems, Physics, System identification
Proceedings Papers

A Visual Representation of Engineering Catalogs Using Variational Autoencoders

Saketh Sridhara, Krishnan Suresh
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A020, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115029
https://doi.org/10.1115/DETC2023-115029
View Paper titled, A Visual Representation of Engineering Catalogs Using Variational Autoencoders
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Topics: Artificial neural networks, Bearings, Design, Dimensions, Engineering disciplines, Engineering systems and industry applications, Errors, Motors, Product development, Visualization
Proceedings Papers

Diffusing the Optimal Topology: A Generative Optimization Approach

Giorgio Giannone, Faez Ahmed
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A012, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116595
https://doi.org/10.1115/DETC2023-116595
View Paper titled, Diffusing the Optimal Topology: A Generative Optimization Approach
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Topics: Optimization, Topology, Diffusion (Physics), Approximation, Design, Engineering design, Engineering systems and industry applications, Errors, Topology optimization
Proceedings Papers

Design and Optimization of Quasi-Periodic Volumetric Microstructures by Aperiodic Tiling and Implicit Function

Jun Wang, Rahul Rai
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A041, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116668
https://doi.org/10.1115/DETC2023-116668
View Paper titled, Design and Optimization of Quasi-Periodic Volumetric Microstructures by Aperiodic Tiling and Implicit Function
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Topics: Design, Optimization, Periodic structures, Engineering systems and industry applications, Stress, Tiles, Weight (Mass)
Proceedings Papers

A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems

Indranil Hazra, Arko Chatterjee, Joseph Southgate, Matthew J. Weiner, Katrina M. Groth, Shapour Azarm
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A047, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116586
https://doi.org/10.1115/DETC2023-116586
View Paper titled, A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems
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Topics: Reliability-based optimization, Optimization, Reliability, Bayesian network, Control systems, Cooling, Engineering systems and industry applications, Engines, Event history analysis, Maintainability
Proceedings Papers

Adaptation and Challenges in Human-AI Partnership for the Design of Complex Engineering Systems

Zeda Xu, Chloe Hong, Nicolás F. Soria Zurita, Joshua T. Gyory, Gary Stump, Hannah Nolte, Jonathan Cagan, Christopher McComb
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A056, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115176
https://doi.org/10.1115/DETC2023-115176
View Paper titled, Adaptation and Challenges in Human-AI Partnership for the Design of Complex Engineering Systems
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Topics: Design, Engineering systems and industry applications, Teams, Shock (Mechanics), Artificial intelligence, Engineering design
Proceedings Papers

Quantification Model Uncertainty of Label-Free Machine Learning for Multidisciplinary Systems Analysis

Huiru Li, Jitesh H. Panchal, Xiaoping Du
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A045, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-112948
https://doi.org/10.1115/DETC2023-112948
View Paper titled, Quantification Model Uncertainty of Label-Free Machine Learning for Multidisciplinary Systems Analysis
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Topics: Artificial neural networks, Machine learning, Systems analysis, Uncertainty, Errors, Engineering disciplines, Combustion, Design, Engineering systems and industry applications, Uncertainty quantification
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
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90246
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

Hierarchical Surrogate Modeling With Multiple Order Partially Observed Information

Yanwen Xu, Pingfeng Wang
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A025, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89655
https://doi.org/10.1115/DETC2022-89655
View Paper titled, Hierarchical Surrogate Modeling With Multiple Order Partially Observed Information
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Topics: Metamodeling, Complex systems, Computers, Design, Engineering design, Engineering systems and industry applications, Modeling, Optimization, Pressing, Simulation
Proceedings Papers

The Effects of Representation Modality on Subsystem Clustering

Alexander R. Murphy, Apurva Patel, Chiradeep Sen, Joshua D. Summers
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A046, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90104
https://doi.org/10.1115/DETC2022-90104
View Paper titled, The Effects of Representation Modality on Subsystem Clustering
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Topics: Design, Engineering systems and industry applications, Food products, Impact modeling, Modeling, Toilets
Proceedings Papers

Role of Representation in Subsystem Clustering: Effects of Distance Between Elements

Apurva Patel, Alexander R. Murphy, Joshua D. Summers, Chiradeep Sen
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A018, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91309
https://doi.org/10.1115/DETC2022-91309
View Paper titled, Role of Representation in Subsystem Clustering: Effects of Distance Between Elements
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Topics: Engineering design, Engineering systems and industry applications, Semantics, Undergraduate students
Proceedings Papers

An Empirical Study of the Impact of Task Expectation Framing on Design Decision Delegation

Richard Malak, Rachel Smallman, Heather Lench
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A030, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90147
https://doi.org/10.1115/DETC2022-90147
View Paper titled, An Empirical Study of the Impact of Task Expectation Framing on Design Decision Delegation
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Topics: Design, Framing (Construction), Structural frames, Performance, Engineering systems and industry applications, Computers, Engineering students, Engineers, Preferences
Proceedings Papers

Co-Evolution of Communication and System Performance in Engineering Systems Design: A Stochastic Network-Behavior Dynamics Model

Ashish M. Chaudhari, Erica L. Gralla, Zoe Szajnfarber, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A048, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71277
https://doi.org/10.1115/DETC2021-71277
View Paper titled, Co-Evolution of Communication and System Performance in Engineering Systems Design: A Stochastic Network-Behavior Dynamics Model
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Topics: Design, Dynamics (Mechanics), Engineering systems and industry applications
Proceedings Papers

Systematic Enumeration and Identification of Unique Spatial Topologies of 3D Systems Using Spatial Graph Representations

Satya R. T. Peddada, Nathan M. Dunfield, Lawrence E. Zeidner, Kai A. James, James T. Allison
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A042, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-66900
https://doi.org/10.1115/DETC2021-66900
View Paper titled, Systematic Enumeration and Identification of Unique Spatial Topologies of 3D Systems Using Spatial Graph Representations
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Topics: Topology, Design, Engineering systems and industry applications, Polynomials, Aircraft engines, Cooling, Engineers, Navigation, Space, System architecture