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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

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 Article titled, 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

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 Article titled, 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

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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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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Topics: Resolution (Optics)
Journal Articles

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

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 Article titled, 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

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 Article titled, 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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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

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 Article titled, 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

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 Article titled, A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings
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Topics: Dimensions, Engineering drawings, Image segmentation