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Journal Articles

Challenges and Opportunities in Computing Research to Enable Next Generation Engineering Applications

Accepted Manuscript
Janet K. Allen, Ehsan T Esfahani, Satyandra K. Gupta, Balan Gurumoorthy, Bin He, Ying Liu, John Michopoulos, Jitesh H. Panchal, Anurag Purwar, Kristina Wärmefjord
Journal: Journal of Computing and Information Science in Engineering
Article Type: Guest Editorial
Publisher: ASME
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1453
https://doi.org/10.1115/1.4063437
Published Online: September 14, 2023
View Article titled, Challenges and Opportunities in Computing Research to Enable Next Generation Engineering Applications
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Topics: Artificial intelligence, Engineering systems and industry applications, Machine learning, Autonomous vehicles, Carbon neutrality, Cloud computing, Computer-aided design, Computer-aided manufacturing, Cycles, Green design
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
Article Type: Research Papers
Publisher: ASME
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

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

Accepted Manuscript
Shijie Bian, Daniele Grandi, Tianyang Liu, Pradeep K. Jayaraman, Karl Willis, Elliot T. Salder, Bodia Borijin, Thomas Lu, Richard Otis, Nhut Ho, Bingbing Li
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-22-1394
https://doi.org/10.1115/1.4063226
Published Online: August 23, 2023
View Article titled, HG-CAD: Hierarchical Graph Learning for Material Prediction and Recommendation in CAD
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Topics: Computer-aided design, Design, Machine learning, Manufacturing
Journal Articles

The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities

Rishi Malhan, Satyandra K. Gupta
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060816.
Paper No: JCISE-23-1117
https://doi.org/10.1115/1.4062939
Published Online: August 3, 2023
View Article titled, The Role of Deep Learning in Manufacturing Applications: Challenges and Opportunities
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Topics: Manufacturing
Journal Articles

Behavioral Modeling of Collaborative Problem Solving in Multiplayer Virtual Reality Manufacturing Simulation Games

Accepted Manuscript
Haedong Kim, Tyler Hartleb, Khalid Bello, Faisal Aqlan, Richard Zhao, Hui Yang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1094
https://doi.org/10.1115/1.4063089
Published Online: August 2, 2023
View Article titled, Behavioral Modeling of Collaborative Problem Solving in Multiplayer Virtual Reality Manufacturing Simulation Games
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Topics: Manufacturing, Modeling, Simulation, Virtual reality, Dynamics (Mechanics), Augmented reality, Education, Engineering education, Engineers, Sensors
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
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

Information Embedding for Secure Manufacturing: Challenges and Research Opportunities

Karim A. ElSayed, Adam Dachowicz, Mikhail J. Atallah, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060813.
Paper No: JCISE-23-1078
https://doi.org/10.1115/1.4062600
Published Online: June 9, 2023
View Article titled, Information Embedding for Secure Manufacturing: Challenges and Research Opportunities
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Topics: Design, Manufacturing, Security
Journal Articles

“I can see your password”: A case study about cybersecurity risks in mid-air interactions of mixed reality-based smart manufacturing applications

Accepted Manuscript
Wenhao Yang, Xiwen Dengxiong, Xueting Wang, Yidan Hu, Yunbo Zhang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1093
https://doi.org/10.1115/1.4062658
Published Online: June 1, 2023
View Article titled, “I can see your password”: A case study about cybersecurity risks in mid-air interactions of mixed reality-based smart manufacturing applications
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Topics: Augmented reality, Computer security, Machine learning, Manufacturing, User interfaces, Engineering systems and industry applications, Machinery, Risk, Security
Journal Articles

Towards Data and Model Interoperability for Industrial Extended Reality in Manufacturing

William Z. Bernstein, Andrew Bowman, Ryan Durscher, Andrew Gillman, Sean Donegan
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060804.
Paper No: JCISE-23-1053
https://doi.org/10.1115/1.4062328
Published Online: May 9, 2023
View Article titled, Towards Data and Model Interoperability for Industrial Extended Reality in Manufacturing
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Topics: Augmented reality, Manufacturing, Design, Workflow
Journal Articles

An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment

Weiguang Fang, Hao Zhang, Weiwei Qian, Yu Guo, Shaoxun Li, Zeqing Liu, Chenning Liu, Dongpao Hong
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051013.
Paper No: JCISE-22-1228
https://doi.org/10.1115/1.4062349
Published Online: May 9, 2023
View Article titled, An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment
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Topics: Digital twin, Machine shops, Machinery, Manufacturing, Manufacturing systems, Reinforcement learning, Workshops (Work spaces), Machining, Job-shop scheduling, Decision making
Journal Articles

Challenges in Geometry Assurance of Megacasting in the Automotive Industry

Kristina Wärmefjord, Josefin Hansen, Rikard Söderberg
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060801.
Paper No: JCISE-23-1050
https://doi.org/10.1115/1.4062269
Published Online: April 19, 2023
View Article titled, Challenges in Geometry Assurance of Megacasting in the Automotive Industry
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Topics: Geometry, Manufacturing, Simulation, Joining, Automotive industry, Design, Sheet metal
Journal Articles

A Text Analytics Framework for Supplier Capability Scoring Supported by Normalized Google Distance and Semantic Similarity Measurement Methods

Kimia Zandbiglari, Farhad Ameri, Mohammad Javadi
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051011.
Paper No: JCISE-22-1254
https://doi.org/10.1115/1.4062173
Published Online: April 12, 2023
View Article titled, A Text Analytics Framework for Supplier Capability Scoring Supported by Normalized Google Distance and Semantic Similarity Measurement Methods
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Topics: Machining, Manufacturing, Semantics, Text analytics
Journal Articles

Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions

Zhichao Wang, David Rosen
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051004.
Paper No: JCISE-22-1308
https://doi.org/10.1115/1.4056806
Published Online: March 29, 2023
View Article titled, Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions
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Topics: Artificial neural networks, Manufacturing, Shapes, Rotation, Machining
Journal Articles

Challenges in Geometry Assurance for Composites Manufacturing

Diogo Toyoda, Kristina Wärmefjord, Rikard Söderberg
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051007.
Paper No: JCISE-22-1241
https://doi.org/10.1115/1.4057021
Published Online: March 29, 2023
View Article titled, Challenges in Geometry Assurance for Composites Manufacturing
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Topics: Composite materials, Geometry, Manufacturing, Simulation, Laminates
Journal Articles

Hybrid Cost-Tolerance Allocation and Production Strategy Selection for Complex Mechanisms: Simulation and Surrogate Built-In Optimization Models

Amirhossein Khezri, Lazhar Homri, Alain Etienne, Jean-Yves Dantan
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051003.
Paper No: JCISE-22-1264
https://doi.org/10.1115/1.4056687
Published Online: March 29, 2023
View Article titled, Hybrid Cost-Tolerance Allocation and Production Strategy Selection for Complex Mechanisms: Simulation and Surrogate Built-In Optimization Models
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Topics: Manufacturing, Optimization, Simulation, Design, Resource allocation
Journal Articles

Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN

Juan Diego Toscano, Christian Zuniga-Navarrete, Wilson David Jo Siu, Luis Javier Segura, Hongyue Sun
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041008.
Paper No: JCISE-22-1232
https://doi.org/10.1115/1.4056566
Published Online: January 10, 2023
View Article titled, Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN
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Topics: Ablation (Vaporization technology), Filters, Reinforcement learning, Shapes, Trains, Additive manufacturing, Design, Human teeth, Manufacturing, Data acquisition
Journal Articles

Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds

Omey M. Manyar, Junyan Cheng, Reuben Levine, Vihan Krishnan, Jernej Barbič, Satyandra K. Gupta
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030903.
Paper No: JCISE-22-1284
https://doi.org/10.1115/1.4056295
Published Online: December 9, 2022
View Article titled, Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds
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Topics: Composite materials, Failure, Flaw detection, Physics, Pipelines, Texture (Materials), Manufacturing, Simulation, Carbon fibers, Image segmentation
Journal Articles

My Facts Are not Your Facts: Data Wrangling as a Socially Negotiated Process, A Case Study in a Multisite Manufacturing Company

Claudia Eckert, Ola Isaksson, Malin Hane-Hagström, Calandra Eckert
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060906.
Paper No: JCISE-22-1139
https://doi.org/10.1115/1.4055953
Published Online: October 28, 2022
View Article titled, My Facts Are not Your Facts: Data Wrangling as a Socially Negotiated Process, A Case Study in a Multisite Manufacturing Company
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Topics: Manufacturing, Teams
Journal Articles

JCISE Editorial Board—Year 2022

Journal: Journal of Computing and Information Science in Engineering
Article Type: Editorial
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060201.
Paper No: JCISE-22-1322
https://doi.org/10.1115/1.4055929
Published Online: October 28, 2022
View Article titled, JCISE Editorial Board—Year 2022
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Topics: China, National Institute of Standards and Technology, Manufacturing, Modeling, Simulation, Aeronautics, Air Force, Algorithms, Artificial intelligence, Augmented reality
Journal Articles

STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing

Fahad Ali Milaat, Paul Witherell, Martin Hardwick, Ho Yeung, Vincenzo Ferrero, Laetitia Monnier, Matthew Brown
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060904.
Paper No: JCISE-22-1142
https://doi.org/10.1115/1.4055855
Published Online: October 20, 2022
View Article titled, STEP-NC Process Planning for Powder Bed Fusion Additive Manufacturing
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Topics: Additive manufacturing, Manufacturing, Production planning, Simulation, Geometry, Modeling, Machinery, Lasers