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Proceedings Papers
Gear Prediction System Based on Ultrasonic Radar and Machine Learning
Available to Purchase
Proc. ASME. IDETC-CIE2024, Volume 1: 26th International Conference on Advanced Vehicle Technologies (AVT), V001T01A023, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-144043
Proceedings Papers
Aggressive Driving Behavior Detection Using Integrated I-DBSCAN and LSTM Neural Network
Available to Purchase
Proc. ASME. IDETC-CIE2024, Volume 1: 26th International Conference on Advanced Vehicle Technologies (AVT), V001T01A020, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143462
Proceedings Papers
Physics-Constrained Convolutional Recurrent Neural Networks for Solving Spatial-Temporal PDEs With Arbitrary Boundary Conditions
Available to Purchase
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A020, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-134569
Proceedings Papers
Design, Development, and Testing of a Smart Hand Tool: Achieving Work Task Recognition Using Synthetic Data and Edge Intelligence
Available to PurchaseRachel New, Carlos D. Salazar, Jose Bendaña, Sundar Sripada V. S., Sandeep Chinchali, Kenneth R. Fleischmann, Raul G. Longoria
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A026, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142360
Proceedings Papers
A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring
Available to Purchase
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A023, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-140496
Proceedings Papers
Melt Pool Depth Prediction in Directed Energy Deposition Single-Track Prints Using Point Cloud Analysis
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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
Proceedings Papers
Effects of Different Human-In-The-Loop Approaches on Human-AI Co-Design: A Comparison Between Human-Learning HITL Approach and Machine-Learning HITL Approach
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Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A050, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143295
Proceedings Papers
Self-Supervised Multi-Label Melt Pool Anomaly Classification in Powder Bed Fusion Additive Manufacturing
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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
Proceedings Papers
Low-Cost Melt Pool Temperature Prediction Using Visible Light Camera and Machine Learning in Laser Hot-Wire Directed Energy Deposition
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Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A029, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142944
Proceedings Papers
Symmetry-Induced Mechanical Metamaterials Design Framework and Dataset Generation
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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
Proceedings Papers
Heterogeneous Transfer Learning for Design and Manufacturing Process Modeling Through Input Mapping and Multi-Fidelity Gaussian Process
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Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A031, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143998
Proceedings Papers
Predicting Human Context-Aware Action Modifications for AI Assistance in Visually Demanding Tasks
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Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A043, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143575
Proceedings Papers
Towards Reproducible Machine Learning-Based Process Monitoring and Quality Prediction Research for Additive Manufacturing
Available to PurchaseJiarui 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
Proceedings Papers
Current State and Benchmarking of Generative Artificial Intelligence for Additive Manufacturing
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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
Proceedings Papers
Data Driven Metareasoning for Defending a Perimeter Against Cooperative Intrusion
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Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A039, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143159
Proceedings Papers
Integrating Machine Learning Into the Design of Green Building Systems
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Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A019, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143653
Proceedings Papers
Recalibration of Neural Networks Using Transfer Learning for Streamflow Forecasting
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Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A038, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142765
Proceedings Papers
Automated Functional Basis Modeling Using Multi-Label Machine Learning on 3D Models
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Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A011, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-138095
Proceedings Papers
Inverse Design With Conditional Cascaded Diffusion Models
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Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A020, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143607
Proceedings Papers
Generative Design of Planar Four-Bar Motions Using Conditional Variational Autoencoder
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Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A022, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-146347
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