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Proceedings Papers

Descriptor Aided Bayesian Optimization for Mixed Variable Materials Design With High Dimensional Qualitative Variables

Akshay Iyer, Suraj Yerramilli, James M. Rondinelli, Daniel W. Apley, Wei Chen
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A049, August 14–17, 2022
Paper No: DETC2022-90177
https://doi.org/10.1115/DETC2022-90177
View Paper titled, Descriptor Aided Bayesian Optimization for Mixed Variable Materials Design With High Dimensional Qualitative Variables
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Topics: Design, Optimization
Proceedings Papers

Phononic Metamaterial Design via Transfer Learning-Based Topology Optimization Framework

Zihan Wang, Ran Zhuang, Weikang Xian, Jiawei Tian, Ying Li, Shikui Chen, Hongyi Xu
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A048, August 14–17, 2022
Paper No: DETC2022-89932
https://doi.org/10.1115/DETC2022-89932
View Paper titled, Phononic Metamaterial Design via Transfer Learning-Based Topology Optimization Framework
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Topics: Design, Energy gap, Metamaterials, Optimization, Topology
Proceedings Papers

An Innovative Method for Lightweight Design Based on FBS and Conflict Resolution

Shuang Liu, Xin Guo, Xiwen Yang, Huicong Hu
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A061, August 14–17, 2022
Paper No: DETC2022-89993
https://doi.org/10.1115/DETC2022-89993
View Paper titled, An Innovative Method for Lightweight Design Based on FBS and Conflict Resolution
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Topics: Design, Resolution (Optics)
Proceedings Papers

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

Ashish M. Chaudhari, Daniel Selva
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A020, August 14–17, 2022
Paper No: DETC2022-90477
https://doi.org/10.1115/DETC2022-90477
View Paper titled, Evaluating Designer Learning and Performance in Interactive Deep Generative Design
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Topics: Collaboration, Design, Generative design, Machinery, Metamaterials, Semantics, Stress
Proceedings Papers

Towards the Understanding of Nudging Strategies in Cyber-Physical-Social System In Manufacturing Environments

Xiaoou Yang, Ahreum Lim, Aliki Nicolaides, Beshoy Morkos
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A011, August 14–17, 2022
Paper No: DETC2022-90863
https://doi.org/10.1115/DETC2022-90863
View Paper titled, Towards the Understanding of Nudging Strategies in Cyber-Physical-Social System In Manufacturing Environments
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Topics: Design, Manufacturing
Proceedings Papers

Envelope Method for Time- and Space-Dependent Reliability-Based Design

Hao Wu, Xiaoping Du
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A002, August 14–17, 2022
Paper No: DETC2022-89492
https://doi.org/10.1115/DETC2022-89492
View Paper titled, Envelope Method for Time- and Space-Dependent Reliability-Based Design
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Topics: Design, Reliability, Uncertainty
Proceedings Papers

Designing Privacy Risk Frameworks for Evolving Cyber-Physical Social Systems: Knowledge Gaps Illuminated by the Case of Autonomous Vehicles and Bystander Privacy

Vivek Rao, Ankita Joshi, Soo Min Kang, Susan Lin, (Erin) Junghyun Song, Drew Miller, Kosa Goucher-Lambert, Alice Agogino
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A012, August 14–17, 2022
Paper No: DETC2022-90958
https://doi.org/10.1115/DETC2022-90958
View Paper titled, Designing Privacy Risk Frameworks for Evolving Cyber-Physical Social Systems: Knowledge Gaps Illuminated by the Case of Autonomous Vehicles and Bystander Privacy
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Topics: Autonomous vehicles, Design, Risk, Security
Proceedings Papers

Am I Right? Investigating the Influence of Trait Empathy and Attitudes Towards Sustainability on the Accuracy of Concept Evaluations in Sustainable Design

Mohammad Alsager Alzayed, Elizabeth M. Starkey, Sarah C. Ritter, Rohan Prabhu
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A007, August 14–17, 2022
Paper No: DETC2022-90029
https://doi.org/10.1115/DETC2022-90029
View Paper titled, Am I Right? Investigating the Influence of Trait Empathy and Attitudes Towards Sustainability on the Accuracy of Concept Evaluations in Sustainable Design
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Topics: Design, Green design, Sustainability
Proceedings Papers

Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation

Randall J. Kania, Shapour Azarm
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A038, August 14–17, 2022
Paper No: DETC2022-91112
https://doi.org/10.1115/DETC2022-91112
View Paper titled, Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation
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Topics: Design, Optimization, Relaxation (Physics)
Proceedings Papers

An Algorithm for Multi-Objective Efficient Parametric Optimization

Jonathan M. Weaver-Rosen, Richard J. Malak, Jr.
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A024, August 14–17, 2022
Paper No: DETC2022-88567
https://doi.org/10.1115/DETC2022-88567
View Paper titled, An Algorithm for Multi-Objective Efficient Parametric Optimization
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Topics: Algorithms, Optimization, Engineering design, Optimization algorithms, Design
Proceedings Papers

Generative Design of Cyber-Physical-Human System Families: Concepts and Research Issues

David W. Rosen, Young Mi Choi
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A013, August 14–17, 2022
Paper No: DETC2022-91265
https://doi.org/10.1115/DETC2022-91265
View Paper titled, Generative Design of Cyber-Physical-Human System Families: Concepts and Research Issues
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Topics: Design, Generative design, Design methodology, Cyber-physical systems
Proceedings Papers

A Design Framework for Evolving Cyber-Physical-Social System (CPSS) Based on Force Field

Ziqing Zhou, Yanwei Sun, Chun Ouyang, Zhongxue Gan, Zhenjun Ming
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A009, August 14–17, 2022
Paper No: DETC2022-89892
https://doi.org/10.1115/DETC2022-89892
View Paper titled, A Design Framework for Evolving Cyber-Physical-Social System (CPSS) Based on Force Field
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Topics: Design, Self-organization, Control algorithms, Emergency management, Finishes, Performance evaluation, Robots, Robustness
Proceedings Papers

Uncertainty Quantification of Physics-Based Label-Free Deep Learning and Probabilistic Prediction of Extreme Events

Huiru Li, Jianhua Yin, Xiaoping Du
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A001, August 14–17, 2022
Paper No: DETC2022-88277
https://doi.org/10.1115/DETC2022-88277
View Paper titled, Uncertainty Quantification of Physics-Based Label-Free Deep Learning and Probabilistic Prediction of Extreme Events
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Topics: Physics, Reliability, Uncertainty, Uncertainty quantification, Artificial neural networks, Errors, Machine learning, Design, Linkages, Regression models
Proceedings Papers

Does Design Proficiency Matter in Engineering Design Teams? A Computational Model and Experiments

Ethan Brownell, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A041, August 14–17, 2022
Paper No: DETC2022-89318
https://doi.org/10.1115/DETC2022-89318
View Paper titled, Does Design Proficiency Matter in Engineering Design Teams? A Computational Model and Experiments
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Topics: Computer simulation, Design, Engineering design, Teams
Proceedings Papers

Conceptual Design of Cellular Auxetic Systems With Passive Adaptation to Loading

Joshua Prendergast, Manaswin Oddiraju, Mostafa Nouh, Souma Chowdhury
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A027, August 14–17, 2022
Paper No: DETC2022-90132
https://doi.org/10.1115/DETC2022-90132
View Paper titled, Conceptual Design of Cellular Auxetic Systems With Passive Adaptation to Loading
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Topics: Absorption, Conceptual design, Design, Displacement, End effectors, Finite element analysis, Grippers, Optimization, Poisson ratio, Robotics
Proceedings Papers

On Spiral Folding of Planar Membranes With Finite Thickness and Curved Creases

Victor Parque, Tomoyuki Miyashita
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A016, August 14–17, 2022
Paper No: DETC2022-90145
https://doi.org/10.1115/DETC2022-90145
View Paper titled, On Spiral Folding of Planar Membranes With Finite Thickness and Curved Creases
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Topics: Membranes, Design, Airbags, Biomedicine, Compression, Computer simulation, Food products, Particle spin, Rotation, Spin (Aerodynamics)
Proceedings Papers

Systematic Review and Classification of the Engineering for Global Development Literature Based on Design Tools and Methods for Social Impact Consideration

Andrew G. Armstrong, Hailie Suk, Christopher S. Mabey, Christopher A. Mattson, John Hall, John L. Salmon
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A008, August 14–17, 2022
Paper No: DETC2022-90683
https://doi.org/10.1115/DETC2022-90683
View Paper titled, Systematic Review and Classification of the Engineering for Global Development Literature Based on Design Tools and Methods for Social Impact Consideration
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Topics: Design, Dimensions, Sustainable development
Proceedings Papers

Generative Adversarial Design Analysis of Non-Convexity in Topology Optimization

Nathan Hertlein, Andrew Gillman, Philip R. Buskohl
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A044, August 14–17, 2022
Paper No: DETC2022-89997
https://doi.org/10.1115/DETC2022-89997
View Paper titled, Generative Adversarial Design Analysis of Non-Convexity in Topology Optimization
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Topics: Design, Optimization, Topology, Filtration, Boundary-value problems, Filters, Fluctuations (Physics), Machine learning, Performance
Proceedings Papers

Modeling and Optimizing Multi-Stage Design With Gaussian Process Based on Surrogate Model Chain

Siyu Yang, Liangyue Jia, Jia Hao, Reza Alizadeh
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A026, August 14–17, 2022
Paper No: DETC2022-89859
https://doi.org/10.1115/DETC2022-89859
View Paper titled, Modeling and Optimizing Multi-Stage Design With Gaussian Process Based on Surrogate Model Chain
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Topics: Chain, Design, Modeling, Optimization
Proceedings Papers

Mobility Prediction of Off-Road Ground Vehicles Using a Dynamic Ensemble of NARX Models

Yixuan Liu, Dakota Barthlow, Zissimos P. Mourelatos, David Gorsich, Amandeep Singh, Jice Zeng, Zhen Hu
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A004, August 14–17, 2022
Paper No: DETC2022-89928
https://doi.org/10.1115/DETC2022-89928
View Paper titled, Mobility Prediction of Off-Road Ground Vehicles Using a Dynamic Ensemble of NARX Models
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Topics: Mechanical admittance, Roads, Vehicles, Automated guided vehicles, Metamodeling, Simulation, Autonomous vehicles, Design, Vehicle dynamics