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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

Paper No: DETC2022-88313

DOI: https://doi.org/10.1115/DETC2022-88313

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Topics: Additive manufacturing, Artificial neural networks, Lasers, Algorithms, Machine learning, Machinery, Manufacturing, Metals, Process control, Shapes

Proceedings Papers

ShapOrator: Enabling Design Iteration for Young Designers Through Shape Verbalization

Shantanu Vyas, Ting-Ju Chen, Jay Woodward, Vinayak R. Krishnamurthy

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A053, August 14–17, 2022

Paper No: DETC2022-90176

DOI: https://doi.org/10.1115/DETC2022-90176

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Topics: Design, Shapes, Space vehicles, Students, K-12 students, Manufacturing

Proceedings Papers

Learning the Part Shape and Part Quality Generation Capabilities of Machining and Finishing Processes Using a Neural Network Model

Changxuan Zhao, Shreyes N. Melkote

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A010, August 14–17, 2022

Paper No: DETC2022-91115

DOI: https://doi.org/10.1115/DETC2022-91115

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Topics: Artificial neural networks, Finishing, Machining, Manufacturing, Neural network models, Shapes, Computer-aided engineering, Design, Geometry, Production planning

Proceedings Papers

t-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning

Doksoo Lee, Yu-Chin Chan, Wei (Wayne) Chen, Liwei Wang, Wei Chen

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A011, August 14–17, 2022

Paper No: DETC2022-87653

DOI: https://doi.org/10.1115/DETC2022-87653

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Topics: Metamaterials, Design, Data acquisition, Shapes, Data-driven design, Architecture, Machine learning

Proceedings Papers

Periodic Composite Function-Based Designing of Microstructures With Programmable Poisson Ratio

Yilong Zhang, Yuxuan Du, Ye Qiao, Shu Wang, Cunfu Wang

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A045, August 14–17, 2022

Paper No: DETC2022-89374

DOI: https://doi.org/10.1115/DETC2022-89374

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Topics: Composite materials, Design, Poisson ratio, Architecture, Additive manufacturing, Deformation, Mechanical properties, Equipment performance, Geometry, Manufacturing

Proceedings Papers

Automated Design of Packaging Cushions for Withstanding Drop Tests

David So, Lisa Hildebrand, Matthew I. Campbell

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A044, August 14–17, 2022

Paper No: DETC2022-87728

DOI: https://doi.org/10.1115/DETC2022-87728

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Topics: Computer-aided design, Design, Design automation, Finite element analysis, Packaging, Computer-aided engineering, Engineering simulation, Engineers, Foamed materials, Production planning

Proceedings Papers

Classification-Directed Conceptual Structure Design Based on Topology Optimization, Deep Clustering, and Logistic Regression

Ryo Tsumoto, Kikuo Fujita, Yutaka Nomaguchi, Shintaro Yamasaki, Kentaro Yaji

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A012, August 14–17, 2022

Paper No: DETC2022-88548

DOI: https://doi.org/10.1115/DETC2022-88548

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Topics: Design, Optimization, Topology, Conceptual design, Bridges (Structures), Design automation, Geometry, Shapes

Proceedings Papers

LINKS: A Dataset of a Hundred Million Planar Linkage Mechanisms for Data-Driven Kinematic Design

Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund, Faez Ahmed

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A013, August 14–17, 2022

Paper No: DETC2022-89798

DOI: https://doi.org/10.1115/DETC2022-89798

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Topics: Design, Kinematics, Linkages, Simulation, Databases, Algorithms, Degrees of freedom, Screw threads, Shapes, Thread

Proceedings Papers

Automatic Shape Modification for Self-Supporting Structures in Additive Manufacturing

Jiangce Chen, Matt Patterson, Amir M. Mirzendehdel, Morad Behandish

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A027, August 14–17, 2022

Paper No: DETC2022-89054

DOI: https://doi.org/10.1115/DETC2022-89054

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Topics: Additive manufacturing, Shapes, Manufacturing, Optimization, Packing (Shipments), Packings (Cushioning), Design, Geometry, Manifolds, Manufacturing technology

Proceedings Papers

Exploring the Perceived Complexity of 3d Shapes: Towards a Spatial Visualization VR Application

Angela Busheska, Christian Lopez

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A089, August 14–17, 2022

Paper No: DETC2022-91212

DOI: https://doi.org/10.1115/DETC2022-91212

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Topics: Shapes, Virtual reality, Visualization

Proceedings Papers

QuickProbe : Quick Physical Prototyping-in-Context Using Physical Scaffolds in Digital Environments

Abhijeet Singh Raina, Shantanu Vyas, Matthew Ebert, Vinayak R. Krishnamurthy

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A088, August 14–17, 2022

Paper No: DETC2022-91023

DOI: https://doi.org/10.1115/DETC2022-91023

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Topics: Design, Engineering prototypes, Feedback, Shapes, Wire, Workflow

Proceedings Papers

Scalar Field Prediction on Topologically-Varying Graphs Using Spectral Shape Encoding

Kevin Ferguson, James Hardin, Andrew Gillman, Levent Burak Kara

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A017, August 14–17, 2022

Paper No: DETC2022-91209

DOI: https://doi.org/10.1115/DETC2022-91209

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Topics: Encryption, Scalar field theory, Shapes, Stress, Finite element analysis, Temperature, Topology, Design, Engineering design, Finite element methods

Proceedings Papers

Concurrent Shape and Topology Optimization of Metamaterials Based on Periodic Surface Modeling

Yanglong Lu, Yan Wang

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A048, August 14–17, 2022

Paper No: DETC2022-91214

DOI: https://doi.org/10.1115/DETC2022-91214

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Topics: Metamaterials, Modeling, Optimization, Shapes, Topology, Design, Poisson ratio, Shape optimization, Structural optimization, Weight (Mass)

Proceedings Papers

Level-Set-Based Shape & Topology Optimization of Thermal Cloaks

Xiaoqiang Xu, Shikui Chen

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A050, August 14–17, 2022

Paper No: DETC2022-90726

DOI: https://doi.org/10.1115/DETC2022-90726

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Topics: Heat flux, Optimization, Shapes, Topology

Proceedings Papers

Towards a Porosity Aware Stochastic Framework for Computing Apparent Mechanical Properties of Additively Manufactured Parts

Athanasios Iliopoulos, Colin A. Stewart, Andrew J. Birnbaum, John C. Steuben, David J. Rowenhorst, John G. Michopoulos

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A018, August 14–17, 2022

Paper No: DETC2022-90992

DOI: https://doi.org/10.1115/DETC2022-90992

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Topics: Additive manufacturing, Mechanical properties, Porosity, Finite element model, Stress, Equipment performance, Image processing, Metals, Microscopes, Pressure vessels

Proceedings Papers

Machine Learning Models for Predicting Deflection and Shape of 2D Cantilever Beams

Yi Jin, Hai-Jun Su

Proc. ASME. IDETC-CIE2022, Volume 7: 46th Mechanisms and Robotics Conference (MR), V007T07A006, August 14–17, 2022

Paper No: DETC2022-89694

DOI: https://doi.org/10.1115/DETC2022-89694

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Topics: Cantilever beams, Compliant mechanisms, Deflection, Machine learning, Shapes

Proceedings Papers

Programming Surfaces by Bistable Star Tiling Kirigami

Ryuya Toyoka, Tomohiro Tachi

Proc. ASME. IDETC-CIE2022, Volume 7: 46th Mechanisms and Robotics Conference (MR), V007T07A061, August 14–17, 2022

Paper No: DETC2022-88761

DOI: https://doi.org/10.1115/DETC2022-88761

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Topics: Computer programming, Design methodology, Engineering prototypes, Optimization, Shapes, Synchronization

Proceedings Papers

Stapler Design With Stacked Tensegrity Mechanisms for Surgical Procedures

Dhruva Khanzode, Ranjan Jha, Damien Chablat, Emilie Duchalais

Proc. ASME. IDETC-CIE2022, Volume 7: 46th Mechanisms and Robotics Conference (MR), V007T07A037, August 14–17, 2022

Paper No: DETC2022-89714

DOI: https://doi.org/10.1115/DETC2022-89714

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Topics: Design, Surgery, Tensegrity mechanisms, Optimization, Stability, Cables, Cancer, Cutting, Deflection, Parallel mechanisms

Proceedings Papers

Conceptual Design of Foldable Truck Trailer

Sjors Temmerman, Saurav Sharma, Siddhant Kumar, Jovana Jovanova

Proc. ASME. IDETC-CIE2022, Volume 7: 46th Mechanisms and Robotics Conference (MR), V007T07A007, August 14–17, 2022

Paper No: DETC2022-89724

DOI: https://doi.org/10.1115/DETC2022-89724

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Topics: Conceptual design, Design, Hinges, Trucks, Shapes, Fuel consumption, Advanced materials, Construction, Drag (Fluid dynamics), Elastomers

Proceedings Papers

Origami-Inspired Closeouts for Starshade Inner Disk Optical Shields

Alexandra Haraszti, Manan Arya

Proc. ASME. IDETC-CIE2022, Volume 7: 46th Mechanisms and Robotics Conference (MR), V007T07A065, August 14–17, 2022

Paper No: DETC2022-89515

DOI: https://doi.org/10.1115/DETC2022-89515

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Topics: Disks, Origami-inspired design, Design, Trusses (Building), Flight, Geometry, Imaging, Shapes, Simulation, Telescopes

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NARROW

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

ShapOrator: Enabling Design Iteration for Young Designers Through Shape Verbalization

Learning the Part Shape and Part Quality Generation Capabilities of Machining and Finishing Processes Using a Neural Network Model

t-METASET: Task-Aware Generation of Metamaterial Datasets by Diversity-Based Active Learning

Periodic Composite Function-Based Designing of Microstructures With Programmable Poisson Ratio

Automated Design of Packaging Cushions for Withstanding Drop Tests

Classification-Directed Conceptual Structure Design Based on Topology Optimization, Deep Clustering, and Logistic Regression

LINKS: A Dataset of a Hundred Million Planar Linkage Mechanisms for Data-Driven Kinematic Design

Automatic Shape Modification for Self-Supporting Structures in Additive Manufacturing

Exploring the Perceived Complexity of 3d Shapes: Towards a Spatial Visualization VR Application

QuickProbe : Quick Physical Prototyping-in-Context Using Physical Scaffolds in Digital Environments

Scalar Field Prediction on Topologically-Varying Graphs Using Spectral Shape Encoding

Concurrent Shape and Topology Optimization of Metamaterials Based on Periodic Surface Modeling

Level-Set-Based Shape & Topology Optimization of Thermal Cloaks

Towards a Porosity Aware Stochastic Framework for Computing Apparent Mechanical Properties of Additively Manufactured Parts

Machine Learning Models for Predicting Deflection and Shape of 2D Cantilever Beams

Programming Surfaces by Bistable Star Tiling Kirigami

Stapler Design With Stacked Tensegrity Mechanisms for Surgical Procedures

Conceptual Design of Foldable Truck Trailer

Origami-Inspired Closeouts for Starshade Inner Disk Optical Shields

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