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Proceedings Papers

Automatic Feature Recognition and Dimensional Attributes Extraction From CAD Models for Hybrid Additive-Subtractive Manufacturing

Muhammad Tayyab Khan, Wenhe Feng, Lequn Chen, Ye Han Ng, Nicholas Yew Jin Tan, Seung Ki Moon
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A035, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143107
https://doi.org/10.1115/DETC2024-143107
View Paper titled, Automatic Feature Recognition and Dimensional Attributes Extraction From CAD Models for Hybrid Additive-Subtractive Manufacturing
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Topics: Additive manufacturing, Computer-aided design, Convolutional neural networks, Manufacturing
Proceedings Papers

Reverse Engineering and Prototyping of a Nasal Cavity Model for Odorant Detection Experiments

Michele Bertolini, Marco Rossoni, Marina Carulli, Romain Dubreuil, Giorgio Colombo, Monica Bordegoni
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A054, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142171
https://doi.org/10.1115/DETC2024-142171
View Paper titled, Reverse Engineering and Prototyping of a Nasal Cavity Model for Odorant Detection Experiments
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Topics: Additive manufacturing, Cavities, Image segmentation, Reverse engineering, Sensors
Proceedings Papers

Generalized Anisotropic Multiobjective Topology Optimization for Naval Additive Manufacturing

John Steuben, Athanasios Iliopoulos, Andrew Birnbaum, Benjamin Graber, John Michopoulos
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A037, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143491
https://doi.org/10.1115/DETC2024-143491
View Paper titled, Generalized Anisotropic Multiobjective Topology Optimization for Naval Additive Manufacturing
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Topics: Additive manufacturing, Anisotropy, Topology optimization, Design, Algorithms, Boundary-value problems, Constitutive equations, Cylinders, Engineering design, Manufacturing
Proceedings Papers

Optimizing 3d Printing Process Parameters to Minimize Surface Roughness Using Bayesian Optimization

Akash Kolte, Vignesh Bhaskaran, Christopher Hoyle
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A036, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143297
https://doi.org/10.1115/DETC2024-143297
View Paper titled, Optimizing 3d Printing Process Parameters to Minimize Surface Roughness Using Bayesian Optimization
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Topics: Additive manufacturing, Optimization, Surface roughness
Proceedings Papers

Melt Pool Depth Prediction in Directed Energy Deposition Single-Track Prints Using Point Cloud Analysis

Youmna Mahmoud, Jiaqi Lyu, Chaitanya Krishna Prasad Vallabh, Souran Manoochehri
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A024, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-141272
https://doi.org/10.1115/DETC2024-141272
View Paper titled, Melt Pool Depth Prediction in Directed Energy Deposition Single-Track Prints Using Point Cloud Analysis
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Topics: Additive manufacturing, Cutting, Data collection, Errors, Inspection, Lasers, Machine learning, Metals, Microscopy, Polishing
Proceedings Papers

Surface Roughness Repeatability Analysis for Multi-Build Overhang Parts in Powder Bed Fusion Additive Manufacturing

Zhuo Yang, Gi Suk Hong, Yan Lu, Chun-Chun Hu, Haw-Ching Yang, Brandon Lane
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A039, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-146348
https://doi.org/10.1115/DETC2024-146348
View Paper titled, Surface Roughness Repeatability Analysis for Multi-Build Overhang Parts in Powder Bed Fusion Additive Manufacturing
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Topics: Additive manufacturing, Surface roughness
Proceedings Papers

SafeZone: A Topologically-Aware Voronoi-Based Framework for Fast Collision-Free Cooperative 3d Printing

Ronnie F. P. Stone, Matthew Ebert, Wenchao Zhou, Ergun Akleman, Vinayak Krishnamurthy, Zhenghui Sha
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A038, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143658
https://doi.org/10.1115/DETC2024-143658
View Paper titled, SafeZone: A Topologically-Aware Voronoi-Based Framework for Fast Collision-Free Cooperative 3d Printing
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Topics: Additive manufacturing, Collisions (Physics), Manufacturing
Proceedings Papers

Self-Supervised Multi-Label Melt Pool Anomaly Classification in Powder Bed Fusion Additive Manufacturing

Jaehyuk Kim, Zhuo Yang, Yan Lu, Gisuk Hong
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A022, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-139383
https://doi.org/10.1115/DETC2024-139383
View Paper titled, Self-Supervised Multi-Label Melt Pool Anomaly Classification in Powder Bed Fusion Additive Manufacturing
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Topics: Additive manufacturing, Feedback, Lasers, Machine learning, Manufacturing, Mechanical properties, Metals, Model development, Monitoring systems, Plumes (Fluid dynamics)
Proceedings Papers

Three-Dimensional Visualization of Energy Consumption Data in Additive Manufacturing

Morten Hejlskov Hansen, Teodor Vernica, Rami Mansour, Devarajan Ramanujan
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A046, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143405
https://doi.org/10.1115/DETC2024-143405
View Paper titled, Three-Dimensional Visualization of Energy Consumption Data in Additive Manufacturing
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Topics: Additive manufacturing, Energy consumption, Manufacturing, Sustainability, Visualization
Proceedings Papers

Human-Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Research Using Large Language Models

Mutahar Safdar, Jiarui Xie, Andrei Mircea, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A028, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142857
https://doi.org/10.1115/DETC2024-142857
View Paper titled, Human-Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Research Using Large Language Models
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Topics: Additive manufacturing, Design, Large language models, Manufacturing
Proceedings Papers

Symmetry-Induced Mechanical Metamaterials Design Framework and Dataset Generation

Mohammad Abu-Mualla, Jida Huang
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A001, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-141866
https://doi.org/10.1115/DETC2024-141866
View Paper titled, Symmetry-Induced Mechanical Metamaterials Design Framework and Dataset Generation
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Topics: Design, Metamaterials, Trusses (Building), Machine learning, Additive manufacturing, Anisotropy, Design methodology, Materials science, Mechanical properties, Surges
Proceedings Papers

A Graph Database Schema for Metal Additive Informatics

Marshall D. Allen, Raymundo Arróyave, Richard Malak
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A011, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-141981
https://doi.org/10.1115/DETC2024-141981
View Paper titled, A Graph Database Schema for Metal Additive Informatics
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Topics: Databases, Metals, Design, Alloys, Liquefied petroleum gas, Manufacturing, Additive manufacturing, Geometry, Metalwork, Relational databases
Proceedings Papers

Implementing the Risk Management Framework for Additive Manufacturing Security: A Model-Based Approach

Duncan W. Gibbons, Joshua Lubell, Paul Witherell
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A007, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143713
https://doi.org/10.1115/DETC2024-143713
View Paper titled, Implementing the Risk Management Framework for Additive Manufacturing Security: A Model-Based Approach
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Topics: Additive manufacturing, Risk management, Security
Proceedings Papers

Ontology-Based Context-Aware Data Analytics in Additive Manufacturing

Yeun Park, Paul Witherell, Hyunbo Cho
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A028, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-138090
https://doi.org/10.1115/DETC2024-138090
View Paper titled, Ontology-Based Context-Aware Data Analytics in Additive Manufacturing
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Topics: Additive manufacturing, Ontologies
Proceedings Papers

Graded Minimal Surface Periodic Structures for Multiphysics Metamaterial Applications

Nicole A. Apetre, John G. Michopoulos, Athanasios P. Iliopoulos, John C. Steuben, Steven N. Rodriguez, Benjamin D. Graber, Madan Kittur
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A012, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143698
https://doi.org/10.1115/DETC2024-143698
View Paper titled, Graded Minimal Surface Periodic Structures for Multiphysics Metamaterial Applications
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Topics: Metamaterials, Periodic structures, Triply periodic minimal surfaces, Acoustics, Geometry, Absorption, Additive manufacturing, Alloys, Architecture, Design
Proceedings Papers

Knowledge Extraction in Additive Manufacturing: a Formal Concept Analysis Approach

Yande Ndiaye, Mario Lezoche, Herve Panetto, Yan Lu, Zhuo Yang
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A009, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-146374
https://doi.org/10.1115/DETC2024-146374
View Paper titled, Knowledge Extraction in Additive Manufacturing: a Formal Concept Analysis Approach
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Topics: Additive manufacturing, Lasers
Proceedings Papers

Towards Reproducible Machine Learning-Based Process Monitoring and Quality Prediction Research for Additive Manufacturing

Jiarui Xie, Mutahar Safdar, Andrei Mircea Romascanu, Yan Lu, Hyunwoong Ko, Zhuo Yang, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A033, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-144461
https://doi.org/10.1115/DETC2024-144461
View Paper titled, Towards Reproducible Machine Learning-Based Process Monitoring and Quality Prediction Research for Additive Manufacturing
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Topics: Additive manufacturing, Machine learning, Machinery, Process monitoring
Proceedings Papers

Current State and Benchmarking of Generative Artificial Intelligence for Additive Manufacturing

Nowrin Akter Surovi, Paul Witherell, Vinay Saji Mathew, Soundar Kumara
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A032, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-144076
https://doi.org/10.1115/DETC2024-144076
View Paper titled, Current State and Benchmarking of Generative Artificial Intelligence for Additive Manufacturing
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Topics: Additive manufacturing, Generative artificial intelligence, Data collection, Diffusion (Physics), Machine learning
Proceedings Papers

Multi-Scale Model Predictive Control for Laser Powder Bed Fusion Additive Manufacturing

Gisuk Hong, Jaehyuk Kim, Zhuo Yang, Yan Lu, Brandon Lane, Ho Yeung
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A018, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143601
https://doi.org/10.1115/DETC2024-143601
View Paper titled, Multi-Scale Model Predictive Control for Laser Powder Bed Fusion Additive Manufacturing
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Topics: Additive manufacturing, Lasers, Predictive control
Proceedings Papers

Multi-Lattice Topology Optimization With Lattice Representation Learned by Generative Models

Jiangce Chen, Martha Baldwin, Sneha Narra, Christopher McComb
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A010, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-145592
https://doi.org/10.1115/DETC2024-145592
View Paper titled, Multi-Lattice Topology Optimization With Lattice Representation Learned by Generative Models
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Topics: Topology optimization, Design, Manufacturing, Optimization, Additive manufacturing, Artificial neural networks, Compliance, Innovation, Materials properties, Stiffness