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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

Controlling Microwave Energy Deposition Using Active Plasma Elements for Material Processing Applications

Benjamin D. Graber, Athanasios P. Iliopoulos, John G. Michopoulos, John C. Steuben, Nicole A. Apetre, George M. Petrov, Luke A. Johnson, Richard P. Fischer, Edward P. Gorzkowski, Eric A. Patterson

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A033, August 14–17, 2022

Paper No: DETC2022-91096

DOI: https://doi.org/10.1115/DETC2022-91096

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Topics: Materials processing, Microwaves, Plasmas (Ionized gases), Ceramics, Geometry, Heating, Radiation (Physics), Couplings, Finite element analysis, Partial differential equations

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

Spatial-Temporal Modeling Using Deep Learning for Real-Time Monitoring of Additive Manufacturing

Hyunwoong Ko, Jaehyuk Kim, Yan Lu, Dongmin Shin, Zhuo Yang, Yosep Oh

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A019, August 14–17, 2022

Paper No: DETC2022-91021

DOI: https://doi.org/10.1115/DETC2022-91021

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Topics: Additive manufacturing, Lasers, Modeling

Proceedings Papers

Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions

Zhichao Wang, David Rosen

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A002, August 14–17, 2022

Paper No: DETC2022-89307

DOI: https://doi.org/10.1115/DETC2022-89307

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Topics: Artificial neural networks, Manufacturing, Rotation

Proceedings Papers

A Predictive Approach to Geometry Preparation for AR/VR Applications

Maximilian Peter Dammann, Wolfgang Steger, Kristin Paetzold

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A083, August 14–17, 2022

Paper No: DETC2022-88321

DOI: https://doi.org/10.1115/DETC2022-88321

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Topics: Geometry, Optimization, Product development, Virtual reality

Proceedings Papers

Combining Feature Learning and Transfer Learning in Balancing Anomaly Detection for Gas Turbine Engine Vibration Analysis

Jiarui Xie, Katherine Schmidt, Nausica Budeanu, Vincent Letendre, Yaoyao Fiona Zhao

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A082, August 14–17, 2022

Paper No: DETC2022-88223

DOI: https://doi.org/10.1115/DETC2022-88223

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Topics: Gas turbines, Vibration, Vibration analysis

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

Review of Human-Machine Interaction Towards Industry 5.0: Human-Centric Smart Manufacturing

Jialu Yang, Tianyuan Liu, Ying Liu, Phillip Morgan

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A060, August 14–17, 2022

Paper No: DETC2022-89711

DOI: https://doi.org/10.1115/DETC2022-89711

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Topics: Machinery, Manufacturing

Proceedings Papers

Digital Twin Approach to Build Predictive Maintenance Model and Its Case Study

Wenqiang Yang, Xiangyu Bao, Yu Zheng

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A039, August 14–17, 2022

Paper No: DETC2022-89357

DOI: https://doi.org/10.1115/DETC2022-89357

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Topics: Digital twin, Maintenance, Trajectories (Physics)

Proceedings Papers

Integrated Computational Materials Engineering With Monotonic Gaussian Processes

Anh Tran, Kathryn Maupin, Theron Rodgers

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A038, August 14–17, 2022

Paper No: DETC2022-89213

DOI: https://doi.org/10.1115/DETC2022-89213

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Topics: Interpolation, Machine learning, Materials science, Physics, Trains

Proceedings Papers

Experimental Investigation of Topology-Optimized Beams With Isotropic and Anisotropic Base Material Assumptions

Hajin Kim, Josephine V. Carstensen

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A033, August 14–17, 2022

Paper No: DETC2022-89001

DOI: https://doi.org/10.1115/DETC2022-89001

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Topics: Additive manufacturing, Anisotropy, Manufacturing, Optimization, Topology

Proceedings Papers

Data Fusion as a Latent Space Learning Problem

Jonathan Tammer Eweis-Labolle, Nicholas Oune, Ramin Bostanabad

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A032, August 14–17, 2022

Paper No: DETC2022-90233

DOI: https://doi.org/10.1115/DETC2022-90233

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Topics: Calibration, Data fusion

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

A Decision-Centric Perspective on Evolving Cyber-Physical-Social Systems: Effectiveness, Group Value, and Opportunities

Anton van Beek

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A010, August 14–17, 2022

Paper No: DETC2022-90161

DOI: https://doi.org/10.1115/DETC2022-90161

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Topics: Decision making, Modeling, Space, Transparency

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

Controlling Microwave Energy Deposition Using Active Plasma Elements for Material Processing Applications

Phononic Metamaterial Design via Transfer Learning-Based Topology Optimization Framework

Spatial-Temporal Modeling Using Deep Learning for Real-Time Monitoring of Additive Manufacturing

Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions

A Predictive Approach to Geometry Preparation for AR/VR Applications

Combining Feature Learning and Transfer Learning in Balancing Anomaly Detection for Gas Turbine Engine Vibration Analysis

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

Review of Human-Machine Interaction Towards Industry 5.0: Human-Centric Smart Manufacturing

Digital Twin Approach to Build Predictive Maintenance Model and Its Case Study

Integrated Computational Materials Engineering With Monotonic Gaussian Processes

Experimental Investigation of Topology-Optimized Beams With Isotropic and Anisotropic Base Material Assumptions

Data Fusion as a Latent Space Learning Problem

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

A Decision-Centric Perspective on Evolving Cyber-Physical-Social Systems: Effectiveness, Group Value, and Opportunities

IDETC-CIE2022 Front Matter

Multi-Fidelity Reduced-Order Models for Multiscale Damage Analyses With Automatic Calibration

A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Model Inconsistency

Agent-Based Simulation of Optimal Trust in a Decision Support System in One-on-One Collaboration

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

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