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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

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
https://doi.org/10.1115/DETC2022-91096
View Paper titled, Controlling Microwave Energy Deposition Using Active Plasma Elements for Material Processing Applications
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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
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

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
https://doi.org/10.1115/DETC2022-91021
View Paper titled, Spatial-Temporal Modeling Using Deep Learning for Real-Time Monitoring of Additive Manufacturing
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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
https://doi.org/10.1115/DETC2022-89307
View Paper titled, Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions
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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
https://doi.org/10.1115/DETC2022-88321
View Paper titled, A Predictive Approach to Geometry Preparation for AR/VR Applications
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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
https://doi.org/10.1115/DETC2022-88223
View Paper titled, Combining Feature Learning and Transfer Learning in Balancing Anomaly Detection for Gas Turbine Engine Vibration Analysis
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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
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

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
https://doi.org/10.1115/DETC2022-89711
View Paper titled, Review of Human-Machine Interaction Towards Industry 5.0: Human-Centric Smart Manufacturing
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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
https://doi.org/10.1115/DETC2022-89357
View Paper titled, Digital Twin Approach to Build Predictive Maintenance Model and Its Case Study
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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
https://doi.org/10.1115/DETC2022-89213
View Paper titled, Integrated Computational Materials Engineering With Monotonic Gaussian Processes
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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
https://doi.org/10.1115/DETC2022-89001
View Paper titled, Experimental Investigation of Topology-Optimized Beams With Isotropic and Anisotropic Base Material Assumptions
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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
https://doi.org/10.1115/DETC2022-90233
View Paper titled, Data Fusion as a Latent Space Learning Problem
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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
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

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
https://doi.org/10.1115/DETC2022-90161
View Paper titled, A Decision-Centric Perspective on Evolving Cyber-Physical-Social Systems: Effectiveness, Group Value, and Opportunities
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Topics: Decision making, Modeling, Space, Transparency
Proceedings Papers

IDETC-CIE2022 Front Matter

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT00A001, August 14–17, 2022
Paper No: DETC2022-FM3B
https://doi.org/10.1115/DETC2022-FM3B
View Paper titled, IDETC-CIE2022 Front Matter
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Proceedings Papers

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

Shiguang Deng, Carlos Mora, Diran Apelian, Ramin Bostanabad
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A031, August 14–17, 2022
Paper No: DETC2022-90163
https://doi.org/10.1115/DETC2022-90163
View Paper titled, Multi-Fidelity Reduced-Order Models for Multiscale Damage Analyses With Automatic Calibration
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Topics: Calibration, Damage
Proceedings Papers

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

Bharath Pidaparthi, Samy Missoum
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A030, August 14–17, 2022
Paper No: DETC2022-90115
https://doi.org/10.1115/DETC2022-90115
View Paper titled, A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Model Inconsistency
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Topics: Failure, Heat exchangers, Probability, Reliability, Support vector machines
Proceedings Papers

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

Mostaan Lotfalian Saremi, Alparslan Emrah Bayrak
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A021, August 14–17, 2022
Paper No: DETC2022-90770
https://doi.org/10.1115/DETC2022-90770
View Paper titled, Agent-Based Simulation of Optimal Trust in a Decision Support System in One-on-One Collaboration
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Topics: Collaboration, Simulation, Decision making, Simulation models
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