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Journal Articles

A Physics-Informed General Convolutional Network for the Computational Modeling of Materials With Damage

Jake A. Janssen, Ghadir Haikal, Erin C. DeCarlo, Michael J. Hartnett, Matthew L. Kirby
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 111002.
Paper No: JCISE-23-1295
https://doi.org/10.1115/1.4063863
Published Online: July 22, 2024
View Article titled, A Physics-Informed General Convolutional Network for the Computational Modeling of Materials With Damage
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Topics: Boundary-value problems, Errors, Physics, Stress, Displacement, Finite element analysis, Damage, Geometry, Convolutional neural networks
Journal Articles

Multiscale Feature Fusion Convolutional Neural Network for Surface Damage Detection in Retired Steel Shafts

Weiwei Liu, Jiahe Qiu, Yujiang Wang, Tao Li, Shujie Liu, Guangda Hu, Lin Xue
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2024, 24(4): 041005.
Paper No: JCISE-23-1090
https://doi.org/10.1115/1.4064257
Published Online: January 8, 2024
View Article titled, Multiscale Feature Fusion Convolutional Neural Network for Surface Damage Detection in Retired Steel Shafts
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Topics: Damage, Steel, Feature extraction
Journal Articles

Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints

John G. Michopoulos, Nicole A. Apetre, Athanasios P. Iliopoulos, John C. Steuben
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030904.
Paper No: JCISE-22-1285
https://doi.org/10.1115/1.4056361
Published Online: December 21, 2022
View Article titled, Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints
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Topics: Adhesives, Damage, Displacement, Temperature, Fracture (Materials), Plasticity, Geometry
Journal Articles

Steel Surface Defect Detection Using an Ensemble of Deep Residual Neural Networks

Ihor Konovalenko, Pavlo Maruschak, Vitaly Brevus
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. February 2022, 22(1): 014501.
Paper No: JCISE-21-1057
https://doi.org/10.1115/1.4051435
Published Online: July 14, 2021
View Article titled, Steel Surface Defect Detection Using an Ensemble of Deep Residual Neural Networks
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Topics: Artificial neural networks, Damage, Flaw detection, Steel, Shapes, Metal surfaces
Journal Articles

Health Status Analysis and Optimization of Load Dispatch for Power Plant Boiler

Shuang Huang, Yujiu Yang, Biqing Huang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2021, 21(1): 011004.
Paper No: JCISE-19-1343
https://doi.org/10.1115/1.4047722
Published Online: July 23, 2020
View Article titled, Health Status Analysis and Optimization of Load Dispatch for Power Plant Boiler
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Topics: Algorithms, Boilers, Damage, Particle swarm optimization, Power stations, Stress, Superheaters, Optimization
Journal Articles

Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue

Arinan Dourado, Felipe A. C. Viana
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2020, 20(6): 061007.
Paper No: JCISE-20-1017
https://doi.org/10.1115/1.4047173
Published Online: June 12, 2020
View Article titled, Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue
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Topics: Artificial neural networks, Corrosion, Damage, Fatigue, Physics, Fracture (Materials), Aircraft
Journal Articles

Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing

Adam Dachowicz, Mikhail Atallah, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2020, 20(5): 051004.
Paper No: JCISE-19-1299
https://doi.org/10.1115/1.4046891
Published Online: May 4, 2020
View Article titled, Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing
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Topics: Damage, String, Feature extraction, Construction, Security, Probability, Manufacturing