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Proceedings Papers

Physics-Informed Multi-Output Surrogate Modeling of Fusion Simulations

Kathryn A. Maupin, Anh Tran, William E. Lewis, Michael E. Glinsky
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A007, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116989
https://doi.org/10.1115/DETC2023-116989
View Paper titled, Physics-Informed Multi-Output Surrogate Modeling of Fusion Simulations
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Topics: Metamodeling, Physics, Simulation, Uncertainty quantification, Calibration, Fuels, Magnetohydrodynamics, Compression, Computer simulation, Ignition
Proceedings Papers

Explainability of Laser Powder Bed Fusion Melt Pool Classification Using Deep Learning

Matthew M. Sato, Vivian Wen Hui Wong, Kincho H. Law, Ho Yeung, Paul Witherell
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A054, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-109137
https://doi.org/10.1115/DETC2023-109137
View Paper titled, Explainability of Laser Powder Bed Fusion Melt Pool Classification Using Deep Learning
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Topics: Additive manufacturing, Artificial intelligence, Artificial neural networks, Lasers, Manufacturing, Machine learning, Shapes, Decision making, Machinery, Metals
Proceedings Papers

Process-Aware Prediction of Geometric Accuracy for Additive Manufacturing via Transfer Learning

Daphne Lin, Carolyn Seepersad
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A041, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-111826
https://doi.org/10.1115/DETC2023-111826
View Paper titled, Process-Aware Prediction of Geometric Accuracy for Additive Manufacturing via Transfer Learning
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Topics: Additive manufacturing, Lasers, Metrology, Polymers, Sintering
Proceedings Papers

The Economic and Environmental Sustainability of Additive Manufacturing for Tooling: A Case Study on Using Laser Powder Bed Fusion for Making Injection Molding Tool Inserts

Jiankan Liao, Robert De Kleine, Jason Powell, Daniel Cooper
Proc. ASME. IDETC-CIE2023, Volume 5: 28th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A003, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-112462
https://doi.org/10.1115/DETC2023-112462
View Paper titled, The Economic and Environmental Sustainability of Additive Manufacturing for Tooling: A Case Study on Using Laser Powder Bed Fusion for Making Injection Molding Tool Inserts
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Topics: Additive manufacturing, Economics , Injection molding, Lasers, Life cycle assessment, Sustainability, Tooling
Proceedings Papers

Tailored Imaging and Sensing Technologies Enabled by 3D Rapid Micro- to Nano-Fabrication

Anthony Salerni, Daniel Ruiz-Cadalso, Cosme Furlong
Proc. ASME. IDETC-CIE2023, Volume 9: 17th International Conference on Micro- and Nanosystems (MNS), V009T09A007, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116800
https://doi.org/10.1115/DETC2023-116800
View Paper titled, Tailored Imaging and Sensing Technologies Enabled by 3D Rapid Micro- to Nano-Fabrication
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Topics: Additive manufacturing, Imaging, Nanofabrication, Biomedicine, Engineering prototypes, Lasers, Manufacturing, Nanoscale phenomena, Optical fiber, Photons
Proceedings Papers

Non-Contact Measurement of Spiral Bevel Gears Using the Laser Profiler on the Five-Axis Machine

Yi-Pei Shih, Bor-Tyng Sheen, Wun-Kai Wu, Bo-Lin Wei
Proc. ASME. IDETC-CIE2023, Volume 11: 2023 International Power Transmission and Gearing Conference (PTG), V011T11A020, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-112006
https://doi.org/10.1115/DETC2023-112006
View Paper titled, Non-Contact Measurement of Spiral Bevel Gears Using the Laser Profiler on the Five-Axis Machine
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Topics: Errors, Lasers, Machinery, Measurement systems, Spiral bevel gears
Proceedings Papers

Multimodal Sensor Fusion for Real-Time Location-Dependent Defect Detection in Laser-Directed Energy Deposition

Lequn Chen, Xiling Yao, Wenhe Feng, Youxiang Chew, Seung Ki Moon
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A069, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-110284
https://doi.org/10.1115/DETC2023-110284
View Paper titled, Multimodal Sensor Fusion for Real-Time Location-Dependent Defect Detection in Laser-Directed Energy Deposition
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Topics: Artificial neural networks, Flaw detection, Lasers, Sensors
Proceedings Papers

Anomaly Detection of Laser Powder Bed Fusion Melt Pool Images Using Combined Unsupervised and Supervised Learning Methods

Matthew M. Sato, Vivian Wen Hui Wong, Kincho H. Law, Ho Yeung, Zhuo Yang, Brandon Lane, Paul Witherell
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A070, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-88313
https://doi.org/10.1115/DETC2022-88313
View Paper titled, Anomaly Detection of Laser Powder Bed Fusion Melt Pool Images Using Combined Unsupervised and Supervised Learning Methods
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Topics: Additive manufacturing, Artificial neural networks, Lasers, Algorithms, Machine learning, Machinery, Manufacturing, Metals, Process control, Shapes
Proceedings Papers

Design and Printability Evaluation of Heat Exchangers for Laser Powder Bed Fusion Process

Xuan Liang, Lisha White, Jonathan Cagan, Anthony D. Rollett, Yongjie Jessica Zhang
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A033, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90533
https://doi.org/10.1115/DETC2022-90533
View Paper titled, Design and Printability Evaluation of Heat Exchangers for Laser Powder Bed Fusion Process
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Topics: Cross-flow, Design, Heat exchangers, Lasers, Structural design
Proceedings Papers

Analyzing Expert Design Cost Estimation for Additive Manufacturing

Glen Williams, Nicholas A. Meisel, Timothy W. Simpson, Christopher McComb
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A032, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90260
https://doi.org/10.1115/DETC2022-90260
View Paper titled, Analyzing Expert Design Cost Estimation for Additive Manufacturing
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Topics: Additive manufacturing, Design, Computer-aided design, Experimental design, Lasers, Manufacturing, Metals, Project cost estimation, Statistics, Tooling
Proceedings Papers

In-Process Data Integration for Laser Powder Bed Fusion Additive Manufacturing

Milica Perisic, Yan Lu, Albert Jones
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A074, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91034
https://doi.org/10.1115/DETC2022-91034
View Paper titled, In-Process Data Integration for Laser Powder Bed Fusion Additive Manufacturing
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Topics: Additive manufacturing, Data fusion, Lasers, Real-time control, Computer-aided design, Economics , Manufacturing, Sensors
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
Publisher: American Society of Mechanical Engineers
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

Influence of Manufacturing Process Parameters on GRCop-42 Produced by Selective Laser Melting

Joshua Herrick, Andrew Younglove, Chris Sharp
Proc. ASME. IDETC-CIE2022, Volume 5: 27th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A008, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-92015
https://doi.org/10.1115/DETC2022-92015
View Paper titled, Influence of Manufacturing Process Parameters on GRCop-42 Produced by Selective Laser Melting
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Topics: Additive manufacturing, Hot pressing, Lasers, Manufacturing, Melting
Proceedings Papers

Multi-Stop Band Wave Propagation in a Honeycomb Metamaterial With Embedded Resonators

Mauro Murer, Walter Lacarbonara, Giovanni Formica
Proc. ASME. IDETC-CIE2022, Volume 10: 34th Conference on Mechanical Vibration and Sound (VIB), V010T10A006, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91070
https://doi.org/10.1115/DETC2022-91070
View Paper titled, Multi-Stop Band Wave Propagation in a Honeycomb Metamaterial With Embedded Resonators
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Topics: Honeycomb structures, Metamaterials, Wave propagation, Energy gap, Stiffness, Additive manufacturing, Architecture, Cantilevers, Dampers, Damping
Proceedings Papers

Stochastically-Trained Physics-Informed Neural Networks: Application to Thermal Analysis in Metal Laser Powder Bed Fusion

Justin Pierce, Glen Williams, Timothy W. Simpson, Nicholas A. Meisel, Christopher McComb
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A004, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70557
https://doi.org/10.1115/DETC2021-70557
View Paper titled, Stochastically-Trained Physics-Informed Neural Networks: Application to Thermal Analysis in Metal Laser Powder Bed Fusion
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Topics: Artificial neural networks, Lasers, Metals, Physics, Thermal analysis, Engineering simulation, Machine learning, Manufacturing, Simulation, Transients (Dynamics)
Proceedings Papers

A Semi-Autonomous Quadruped Robot for Performing Disinfection in Cluttered Environments

Yiyu Chen, Abhinav Pandey, Zhiwei Deng, Anthony Nguyen, Ruiqi Wang, Pornrawee Thonapalin, Quan Nguyen, Satyandra K. Gupta
Proc. ASME. IDETC-CIE2021, Volume 8B: 45th Mechanisms and Robotics Conference (MR), V08BT08A024, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70850
https://doi.org/10.1115/DETC2021-70850
View Paper titled, A Semi-Autonomous Quadruped Robot for Performing Disinfection in Cluttered Environments
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Topics: Robots, Sprays, Computer software, Computers, Design, Feedback, Force control, Image processing, Lasers, Pandemics
Proceedings Papers

In-Situ Laser-Based Process Monitoring and In-Plane Surface Anomaly Identification for Additive Manufacturing Using Point Cloud and Machine Learning

Jiaqi Lyu, Javid Akhavan Taheri Boroujeni, Souran Manoochehri
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A030, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-69436
https://doi.org/10.1115/DETC2021-69436
View Paper titled, In-Situ Laser-Based Process Monitoring and In-Plane Surface Anomaly Identification for Additive Manufacturing Using Point Cloud and Machine Learning
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Topics: Additive manufacturing, Lasers, Machine learning, Process monitoring
Proceedings Papers

Mechanical Characterization of Metal Additively Manufactured Contact Aided Cellular Compliant Mechanisms

Jivtesh B. Khurana, Mary Frecker
Proc. ASME. IDETC-CIE2021, Volume 8A: 45th Mechanisms and Robotics Conference (MR), V08AT08A023, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71756
https://doi.org/10.1115/DETC2021-71756
View Paper titled, Mechanical Characterization of Metal Additively Manufactured Contact Aided Cellular Compliant Mechanisms
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Topics: Absorption, Additive manufacturing, Compliant mechanisms, Lasers, Metals
Proceedings Papers

Multiple Harmonic Lissajous Scanning Patterns for Endomicroscopy With Parametrically-Resonant Micro-Mirrors

Nicholas Chan, Miki Lee, Haijun Lee, Thomas D. Wang, Kenn R. Oldham
Proc. ASME. IDETC-CIE2021, Volume 11: 15th International Conference on Micro- and Nanosystems (MNS), V011T11A011, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71280
https://doi.org/10.1115/DETC2021-71280
View Paper titled, Multiple Harmonic Lissajous Scanning Patterns for Endomicroscopy With Parametrically-Resonant Micro-Mirrors
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Topics: Microelectromechanical systems, Mirrors, Resonance, Simulation, Oscillations, Density, Imaging, Waves, Dynamics (Mechanics), Endoscopic devices
Proceedings Papers

Exploration of Support Structure Design for Additive Manufacturing at a Major OEM: a Case Study

Lucas Morand, Joshua D. Summers, Garrett J. Pataky
Proc. ASME. IDETC-CIE2021, Volume 5: 26th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A002, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-69818
https://doi.org/10.1115/DETC2021-69818
View Paper titled, Exploration of Support Structure Design for Additive Manufacturing at a Major OEM: a Case Study
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Topics: Additive manufacturing, Design, Deformation, Density, Metals, Stress, Geometry, Lasers, Melting, Solid models