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Special Issue: Machine Learning and Representation Issues in CAD/CAM
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Journal Articles

Transforming Hand-Drawn Sketches of Linkage Mechanisms Into Their Digital Representation

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Anar Nurizada, Anurag Purwar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011010.
Paper No: JCISE-23-1088
https://doi.org/10.1115/1.4064037
Published Online: November 30, 2023
View Articletitled, Transforming Hand-Drawn Sketches of Linkage Mechanisms Into Their Digital Representation
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Topics: Linkages, Sensors, Topology, Algorithms
Journal Articles

Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions

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Binyang Song, Rui Zhou, Faez Ahmed
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 010801.
Paper No: JCISE-23-1068
https://doi.org/10.1115/1.4063954
Published Online: November 24, 2023
View Articletitled, Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions
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Topics: Design, Engineering design, Machine learning, Shapes, Semantics
Journal Articles

An Automatic High-Precision Calibration Method of Legs and Feet for Quadruped Robots Using Machine Vision and Artificial Neural Networks

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Yaguan Li, Handing Xu, Yanjie Xu, Qingxue Huang, Xin-Jun Liu, Zhenguo Nie
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011009.
Paper No: JCISE-23-1107
https://doi.org/10.1115/1.4063891
Published Online: November 21, 2023
View Articletitled, An Automatic High-Precision Calibration Method of Legs and Feet for Quadruped Robots Using Machine Vision and Artificial Neural Networks
Open the PDF for An Automatic High-Precision Calibration Method of Legs and Feet for Quadruped Robots Using Machine Vision and Artificial Neural Networks in another window
Topics: Artificial neural networks, Calibration, Errors, Kinematics, Machinery, Robots, Error compensation
Journal Articles

An Invariant Representation of Coupler Curves Using a Variational AutoEncoder: Application to Path Synthesis of Four-Bar Mechanisms

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Anar Nurizada, Anurag Purwar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011008.
Paper No: JCISE-23-1067
https://doi.org/10.1115/1.4063726
Published Online: October 27, 2023
View Articletitled, An Invariant Representation of Coupler Curves Using a Variational AutoEncoder: Application to Path Synthesis of Four-Bar Mechanisms
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Topics: Artificial neural networks, Linkages, Wavelets
Journal Articles

HG-CAD: Hierarchical Graph Learning for Material Prediction and Recommendation in Computer-Aided Design

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Shijie Bian, Daniele Grandi, Tianyang Liu, Pradeep Kumar Jayaraman, Karl Willis, Elliot Sadler, Bodia Borijin, Thomas Lu, Richard Otis, Nhut Ho, Bingbing Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011007.
Paper No: JCISE-22-1394
https://doi.org/10.1115/1.4063226
Published Online: October 4, 2023
View Articletitled, HG-CAD: Hierarchical Graph Learning for Material Prediction and Recommendation in Computer-Aided Design
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Topics: Artificial neural networks, Computer-aided design, Design, Manufacturing, Topology, Geometry
Journal Articles

Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition

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Hao Chen, Hongbin Lin, Qingfeng Xu, Yaguan Li, Yiming Zheng, Jianghua Fei, Kang Yang, Wenhui Fan, Zhenguo Nie
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011006.
Paper No: JCISE-23-1026
https://doi.org/10.1115/1.4063102
Published Online: September 14, 2023
View Articletitled, Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition
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Topics: Flaw detection, Manufacturing, Steel, Strips, Galvanized steel, Design, Feature extraction, Inspection
Journal Articles

Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction

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Hongbin Lin, Qingfeng Xu, Handing Xu, Yanjie Xu, Yiming Zheng, Yubin Zhong, Zhenguo Nie
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011005.
Paper No: JCISE-23-1027
https://doi.org/10.1115/1.4063275
Published Online: September 14, 2023
View Articletitled, Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction
Open the PDF for Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction in another window
Topics: Resolution (Optics)
Journal Articles

Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data

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Jiangce Chen, Justin Pierce, Glen Williams, Timothy W. Simpson, Nicholas Meisel, Sneha Prabha Narra, Christopher McComb
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011004.
Paper No: JCISE-23-1058
https://doi.org/10.1115/1.4062852
Published Online: July 20, 2023
View Articletitled, Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data
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Topics: Artificial neural networks, Simulation, Physics, Temperature, Additive manufacturing
Journal Articles

What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files

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Peter Meltzer, Joseph G. Lambourne, Daniele Grandi
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011002.
Paper No: JCISE-23-1017
https://doi.org/10.1115/1.4062454
Published Online: June 23, 2023
View Articletitled, What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files
Open the PDF for What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files in another window
Topics: Computer-aided design, Manufacturing, Semantics, String, Design
Journal Articles

Artificial Intelligence Aided Design of Hull Form of Unmanned Underwater Vehicles for Minimization of Energy Consumption

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Yu Ao, Jian Xu, Dapeng Zhang, Shaofan Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011003.
Paper No: JCISE-23-1025
https://doi.org/10.1115/1.4062661
Published Online: June 23, 2023
View Articletitled, Artificial Intelligence Aided Design of Hull Form of Unmanned Underwater Vehicles for Minimization of Energy Consumption
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Topics: Algorithms, Design, Hull, Unmanned underwater vehicles, Energy consumption, Underwater vehicles
Journal Articles

A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings

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Wentai Zhang, Joe Joseph, Quan Chen, Can Koz, Liuyue Xie, Amit Regmi, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011001.
Paper No: JCISE-22-1374
https://doi.org/10.1115/1.4062233
Published Online: June 15, 2023
View Articletitled, A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings
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Topics: Dimensions, Engineering drawings, Image segmentation