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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

DOI: https://doi.org/10.1115/DETC2022-90177

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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

DOI: https://doi.org/10.1115/DETC2022-89932

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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

DOI: https://doi.org/10.1115/DETC2022-89993

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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

DOI: https://doi.org/10.1115/DETC2022-90477

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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

DOI: https://doi.org/10.1115/DETC2022-90863

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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

DOI: https://doi.org/10.1115/DETC2022-89492

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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

DOI: https://doi.org/10.1115/DETC2022-90958

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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

DOI: https://doi.org/10.1115/DETC2022-90029

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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

DOI: https://doi.org/10.1115/DETC2022-91112

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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

DOI: https://doi.org/10.1115/DETC2022-88567

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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

DOI: https://doi.org/10.1115/DETC2022-91265

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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

DOI: https://doi.org/10.1115/DETC2022-89892

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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

DOI: https://doi.org/10.1115/DETC2022-88277

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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

DOI: https://doi.org/10.1115/DETC2022-89318

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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

DOI: https://doi.org/10.1115/DETC2022-90132

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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

DOI: https://doi.org/10.1115/DETC2022-90145

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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

DOI: https://doi.org/10.1115/DETC2022-90683

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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

DOI: https://doi.org/10.1115/DETC2022-89997

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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

DOI: https://doi.org/10.1115/DETC2022-89859

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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

DOI: https://doi.org/10.1115/DETC2022-89928

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Topics: Mechanical admittance, Roads, Vehicles, Automated guided vehicles, Metamodeling, Simulation, Autonomous vehicles, Design, Vehicle dynamics

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NARROW

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

Phononic Metamaterial Design via Transfer Learning-Based Topology Optimization Framework

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

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

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

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

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

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

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

An Algorithm for Multi-Objective Efficient Parametric Optimization

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

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

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

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

Conceptual Design of Cellular Auxetic Systems With Passive Adaptation to Loading

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

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

Generative Adversarial Design Analysis of Non-Convexity in Topology Optimization

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

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

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