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Journal Articles

Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems

John G. Michopoulos, Anindya Bhaduri, Francisco Chinesta, Elias Cueto, Dehao Liu, Sandipp Krishnan Ravi, Jian-Xun Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 110301.
Paper No: JCISE-24-1524
https://doi.org/10.1115/1.4066791
Published Online: October 10, 2024
View Article titled, Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems
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Topics: Machine learning, Manufacturing, Physics
Journal Articles

A Real-time Associative Feature-based CRM and ERP Integration Model for SMEs

Accepted Manuscript
Yiding Sun, Xinming Li, Yongsheng Ma
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-22-1376
https://doi.org/10.1115/1.4066802
Published Online: October 9, 2024
View Article titled, A Real-time Associative Feature-based CRM and ERP Integration Model for SMEs
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Topics: Complex systems, Data fusion, Databases, Lumber, Modeling, Production planning, Software engineering, Systems engineering
Journal Articles

A Conceptual Design Method based on C-K Theory and Large Language Models

Accepted Manuscript
Liuqing Chen, Duowei Xia, Zhaojun Jiang, Xinyang Tan, Lingyun Sun, Lin Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1283
https://doi.org/10.1115/1.4066773
Published Online: October 3, 2024
View Article titled, A Conceptual Design Method based on C-K Theory and Large Language Models
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Topics: Conceptual design, Large language models, Design, Engineering systems and industry applications, Machine learning, Space, Wearable devices
Journal Articles

Evaluating Large Language Models for Material Selection

Accepted Manuscript
Daniele Grandi, Yash Patawari Jain, Allin Groom, Brandon Cramer, Christopher McComb
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1207
https://doi.org/10.1115/1.4066730
Published Online: September 30, 2024
View Article titled, Evaluating Large Language Models for Material Selection
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Topics: Large language models, Design, Artificial intelligence, Conceptual design, Decision making, Engineering systems and industry applications, Failure mechanisms, Machine learning, Preferences, Product design
Journal Articles

A Modified Simulated Annealing-Based Method for Hybrid Lattice Support Structure Design in LPBF Additive Manufacturing

Accepted Manuscript
Lisha White, Xuan Liang, Guanglu Zhang, Jonathan Cagan, Yongjie Jessica Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1525
https://doi.org/10.1115/1.4066660
Published Online: September 24, 2024
View Article titled, A Modified Simulated Annealing-Based Method for Hybrid Lattice Support Structure Design in LPBF Additive Manufacturing
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Topics: Additive manufacturing, Annealing, Design
Journal Articles

A Matrix-based Approach to Unified Synthesis of Planar Four-Bar Mechanisms for Motion Generation with Position, Velocity, and Acceleration Constraints

Accepted Manuscript
Xueting Deng, Anurag Purwar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1065
https://doi.org/10.1115/1.4066661
Published Online: September 24, 2024
View Article titled, A Matrix-based Approach to Unified Synthesis of Planar Four-Bar Mechanisms for Motion Generation with Position, Velocity, and Acceleration Constraints
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Topics: Algorithms, Computer-aided design, Design, Dimensions, Kinematics, Linkages, Polynomials
Journal Articles

Experimental Investigation Using Robust Deep VMD-ICA and 1D-CNN for Condition Monitoring of Roller Element Bearing

Accepted Manuscript
Vishal G. Salunkhe, S.M. Khot, Prashant S. Jadhav, Nitesh Yelve, Mahadev B. Kumbhar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1573
https://doi.org/10.1115/1.4066595
Published Online: September 19, 2024
View Article titled, Experimental Investigation Using Robust Deep VMD-ICA and 1D-CNN for Condition Monitoring of Roller Element Bearing
Open the PDF for Experimental Investigation Using Robust Deep VMD-ICA and 1D-CNN for Condition Monitoring of Roller Element Bearing in another window
Topics: Bearings, Condition monitoring, Convolutional neural networks, Rollers, Machinery, Failure, Independent component analysis, Noise (Sound), Vibration, Computer simulation
Journal Articles

A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries

Accepted Manuscript
Lisha White, Guanglu Zhang, Junwon Seo, Nicholas Lamprinakos, A.D. Rollett, Jonathan Cagan, Yongjie Jessica Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1154
https://doi.org/10.1115/1.4066574
Published Online: September 18, 2024
View Article titled, A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries
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Topics: Additive manufacturing, Design, Heat transfer, Optimization, Annealing, Computational geometry, Computer-aided manufacturing, Heat exchangers, High temperature, Lasers
Journal Articles

A Review of the Applications of Machine Learning for Prediction and Analysis of Mechanical Properties and Microstructures in Additive Manufacturing

Accepted Manuscript
Atharv Deshmankar, Jagat Sesh Challa, Amit Singh, Srinivasa Prakash Regalla
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1227
https://doi.org/10.1115/1.4066575
Published Online: September 18, 2024
View Article titled, A Review of the Applications of Machine Learning for Prediction and Analysis of Mechanical Properties and Microstructures in Additive Manufacturing
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Topics: Additive manufacturing, Machine learning, Mechanical properties
Journal Articles

A Global Feature Reused Network for Defect Detection in Steel Images

Chengli Yang, Qingqing Wang, Zhanqiang Liu, Yanhai Cheng
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 114501.
Paper No: JCISE-23-1577
https://doi.org/10.1115/1.4066170
Published Online: September 9, 2024
View Article titled, A Global Feature Reused Network for Defect Detection in Steel Images
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Topics: Algorithms, Flaw detection, Steel, Hardware, Ablation (Vaporization technology), Stability
Journal Articles

AnnotateXR: An Extended Reality Workflow for Automating Data Annotation to Support Computer Vision Applications

Subramanian Chidambaram, Rahul Jain, Sai Swarup Reddy, Asim Unmesh, Karthik Ramani
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2024, 24(12): 121001.
Paper No: JCISE-23-1597
https://doi.org/10.1115/1.4066180
Published Online: September 9, 2024
View Article titled, AnnotateXR: An Extended Reality Workflow for Automating Data Annotation to Support Computer Vision Applications
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Topics: Computer vision, Image segmentation, Workflow, Data collection, Semantics, Sensors, Digital twin
Image
Different types of steel surface defects [ 20 ]

Different types of steel surface defects [ 20 ]

in A Global Feature Reused Network for Defect Detection in Steel Images > Journal of Computing and Information Science in Engineering
Published Online: September 9, 2024
Fig. 1 Different types of steel surface defects [ 20 ] More about this image found in Different types of steel surface defects [ 20 ]
Image
Improved YOLOv5 network framework: ( a ) network framework and parameter se...

Improved YOLOv5 network framework: ( a ) network framework and parameter se...

in A Global Feature Reused Network for Defect Detection in Steel Images > Journal of Computing and Information Science in Engineering
Published Online: September 9, 2024
Fig. 2 Improved YOLOv5 network framework: ( a ) network framework and parameter settings and ( b ) network modules 1—input, 2—backbone, 3—neck, 4—head More about this image found in Improved YOLOv5 network framework: ( a ) network framework and parameter se...
Image
BoTNet bottleneck block

BoTNet bottleneck block

in A Global Feature Reused Network for Defect Detection in Steel Images > Journal of Computing and Information Science in Engineering
Published Online: September 9, 2024
Fig. 3 BoTNet bottleneck block More about this image found in BoTNet bottleneck block
Image
RepGhost backbone improvements

RepGhost backbone improvements

in A Global Feature Reused Network for Defect Detection in Steel Images > Journal of Computing and Information Science in Engineering
Published Online: September 9, 2024
Fig. 4 RepGhost backbone improvements More about this image found in RepGhost backbone improvements
Image
RepGhost structure

RepGhost structure

in A Global Feature Reused Network for Defect Detection in Steel Images > Journal of Computing and Information Science in Engineering
Published Online: September 9, 2024
Fig. 5 RepGhost structure More about this image found in RepGhost structure
Image
Rep-PAN improvements

Rep-PAN improvements

in A Global Feature Reused Network for Defect Detection in Steel Images > Journal of Computing and Information Science in Engineering
Published Online: September 9, 2024
Fig. 6 Rep-PAN improvements More about this image found in Rep-PAN improvements
Image
Comparisons of the same predicted box areas with different values of v

Comparisons of the same predicted box areas with different values of v

in A Global Feature Reused Network for Defect Detection in Steel Images > Journal of Computing and Information Science in Engineering
Published Online: September 9, 2024
Fig. 7 Comparisons of the same predicted box areas with different values of v More about this image found in Comparisons of the same predicted box areas with different values of v
Image
SIOU angle cost ( B is the predicted box and B GT is the true box)

SIOU angle cost ( B is the predicted box and B GT is the true box)

in A Global Feature Reused Network for Defect Detection in Steel Images > Journal of Computing and Information Science in Engineering
Published Online: September 9, 2024
Fig. 8 SIOU angle cost ( B is the predicted box and B GT is the true box) More about this image found in SIOU angle cost ( B is the predicted box and B GT is the true box)
Image
Detection results of six categories of objects

Detection results of six categories of objects

in A Global Feature Reused Network for Defect Detection in Steel Images > Journal of Computing and Information Science in Engineering
Published Online: September 9, 2024
Fig. 9 Detection results of six categories of objects More about this image found in Detection results of six categories of objects