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Journal Articles

Cellular Chaos: Statistically Self-Similar Structures Based on Chaos Game

Noah Hill, Matt Ebert, Mena Maurice, Vinayak Krishnamurthy
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051002.
Paper No: JCISE-23-1389
https://doi.org/10.1115/1.4063987
Published Online: December 15, 2023
View Article titled, Cellular Chaos: Statistically Self-Similar Structures Based on Chaos Game
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Topics: Chaos, Fractals, Tensile testing, Modal analysis, Structural design, Stress, Testing, Geometry, Design
Journal Articles

GLHAD: A Group Lasso-Based Hybrid Attack Detection and Localization Framework for Multistage Manufacturing Systems

Ahmad Kokhahi, Dan Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. July 2024, 24(7): 071006.
Paper No: JCISE-23-1264
https://doi.org/10.1115/1.4063862
Published Online: December 15, 2023
View Article titled, GLHAD: A Group Lasso-Based Hybrid Attack Detection and Localization Framework for Multistage Manufacturing Systems
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Topics: Algorithms, Control equipment, Cyber-attacks, Delays, Manufacturing, Manufacturing systems, Sensors, Theoretical analysis, State estimation, Machine learning
Journal Articles

An Open-Source Olfactory Display to Add the Sense of Smell to the Metaverse

Marek S. Lukasiewicz, Marco Rossoni, Elena Spadoni, Nicolò Dozio, Marina Carulli, Francesco Ferrise, Monica Bordegoni
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 024501.
Paper No: JCISE-23-1112
https://doi.org/10.1115/1.4062889
Published Online: August 14, 2023
View Article titled, An Open-Source Olfactory Display to Add the Sense of Smell to the Metaverse
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Topics: Computational fluid dynamics, Cycles, Design, Emissions, Fluids, Particulate matter, Testing, Virtual reality, Wearable devices, Water
Journal Articles

Towards a Holistic and Functional Model-Based Design Method for Mechatronic Cyber-Physical Systems

Gregor Hoepfner, Imke Nachmann, Thilo Zerwas, Joerg K. Berroth, Jens Kohl, Christian Guist, Bernhard Rumpe, Georg Jacobs
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051001.
Paper No: JCISE-22-1137
https://doi.org/10.1115/1.4056807
Published Online: March 29, 2023
View Article titled, Towards a Holistic and Functional Model-Based Design Method for Mechatronic Cyber-Physical Systems
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Topics: Cyber-physical systems, Design, Design methodology, Modeling, Testing, Systems engineering, Flow (Dynamics), Product development
Journal Articles

A Bayesian Hierarchical Model for Extracting Individuals’ Theory-Based Causal Knowledge

Atharva Hans, Ashish M. Chaudhari, Ilias Bilionis, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031011.
Paper No: JCISE-22-1201
https://doi.org/10.1115/1.4055596
Published Online: December 12, 2022
View Article titled, A Bayesian Hierarchical Model for Extracting Individuals’ Theory-Based Causal Knowledge
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Topics: Modeling, Probability, Students, Testing, Design, Fatigue analysis, Uncertainty, Engineering education
Journal Articles

Metric-Based Meta-Learning for Cross-Domain Few-Shot Identification of Welding Defect

Tingli Xie, Xufeng Huang, Seung-Kyum Choi
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030902.
Paper No: JCISE-22-1260
https://doi.org/10.1115/1.4056219
Published Online: December 9, 2022
View Article titled, Metric-Based Meta-Learning for Cross-Domain Few-Shot Identification of Welding Defect
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Topics: Testing, Welded joints, Welding, Optimization
Journal Articles

Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications

Anh Tran, Kathryn Maupin, Theron Rodgers
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011011.
Paper No: JCISE-22-1017
https://doi.org/10.1115/1.4055852
Published Online: October 20, 2022
View Article titled, Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications
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Topics: Machine learning, Materials science, Physics, Stress, Testing, Crystals, Plasticity, Simulation, Noise (Sound), Finite element analysis
Journal Articles

Scalability Testing Approach for Internet of Things for Manufacturing SQL and NoSQL Database Latency and Throughput

David Gamero, Andrew Dugenske, Christopher Saldana, Thomas Kurfess, Katherine Fu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060901.
Paper No: JCISE-21-1433
https://doi.org/10.1115/1.4055733
Published Online: October 10, 2022
View Article titled, Scalability Testing Approach for Internet of Things for Manufacturing SQL and NoSQL Database Latency and Throughput
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Topics: Databases, Internet of things, Manufacturing, Stress, Testing
Journal Articles

A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling

Abouzar Choubineh, Jie Chen, Frans Coenen, Fei Ma
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 014502.
Paper No: JCISE-22-1015
https://doi.org/10.1115/1.4054868
Published Online: July 18, 2022
View Article titled, A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling
Open the PDF for A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling in another window
Topics: Artificial neural networks, Modeling, Fluid dynamics, Errors, Testing, Permeability
Journal Articles

Engineering Document Summarization: A Bidirectional Language Model-Based Approach

Yunjian Qiu, Yan Jin
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 061004.
Paper No: JCISE-21-1345
https://doi.org/10.1115/1.4054203
Published Online: May 10, 2022
View Article titled, Engineering Document Summarization: A Bidirectional Language Model-Based Approach
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Topics: Additive manufacturing, Design, Dimensions, Engineering design, Evaluation methods, Machinery, Natural language processing, Testing
Journal Articles

Multisensory Virtual Reality for Delivering Training Content to Machinery Operators

Monica Bordegoni, Marina Carulli, Elena Spadoni
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031003.
Paper No: JCISE-21-1272
https://doi.org/10.1115/1.4053075
Published Online: December 10, 2021
View Article titled, Multisensory Virtual Reality for Delivering Training Content to Machinery Operators
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Topics: Machinery, Virtual reality, Design, Testing
Journal Articles

Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning

Hao Ji, Yan Jin
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021010.
Paper No: JCISE-20-1328
https://doi.org/10.1115/1.4052800
Published Online: December 9, 2021
View Article titled, Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning
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Topics: Algorithms, Artificial neural networks, Design, Reinforcement learning, Robustness, Self-organization, Simulation, Stability, Teams, Testing
Journal Articles

Virtual Fixture Generation for Task Planning With Complex Geometries

Andrew Sharp, Mitch Pryor
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2021, 21(6): 061001.
Paper No: JCISE-20-1080
https://doi.org/10.1115/1.4049993
Published Online: May 13, 2021
View Article titled, Virtual Fixture Generation for Task Planning With Complex Geometries
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Topics: Algorithms, Interpolation, Manipulators, Pipelines, Resolution (Optics), Robotics, Robots, Sensors, Testing, Visualization
Journal Articles

Physics-Based Gaussian Process Method for Predicting Average Product Lifetime in Design Stage

Xinpeng Wei, Daoru Han, Xiaoping Du
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041006.
Paper No: JCISE-20-1217
https://doi.org/10.1115/1.4049509
Published Online: February 11, 2021
View Article titled, Physics-Based Gaussian Process Method for Predicting Average Product Lifetime in Design Stage
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Topics: Design, Failure, Physics, Reliability, Stochastic processes, Event history analysis, Statistics, Testing, Errors, Experimental design
Journal Articles

Stroke-Hover Intent Recognition for Mid-Air Curve Drawing Using Multi-Point Skeletal Trajectories

Umema H. Bohari, Ryan Alli, Alejandra Garcia, Vinayak R. Krishnamurthy
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2021, 21(1): 011006.
Paper No: JCISE-19-1143
https://doi.org/10.1115/1.4047558
Published Online: July 24, 2020
View Article titled, Stroke-Hover Intent Recognition for Mid-Air Curve Drawing Using Multi-Point Skeletal Trajectories
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Topics: Control equipment, Data collection, Intent recognition, Shapes, Testing, Trajectories (Physics), Trains
Journal Articles

A Predictive Analytics Tool to Provide Visibility Into Completion of Work Orders in Supply Chain Systems

Jundi Liu, Steven Hwang, Walter Yund, Joel D. Neidig, Scott M. Hartford, Linda Ng Boyle, Ashis G. Banerjee
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031003.
Paper No: JCISE-19-1145
https://doi.org/10.1115/1.4046135
Published Online: February 19, 2020
View Article titled, A Predictive Analytics Tool to Provide Visibility Into Completion of Work Orders in Supply Chain Systems
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Topics: Dimensions, Errors, Supply chains, Testing, Regression models, Machine learning, Decision making
Journal Articles

A Coarse-Grained Regularization Method of Convolutional Kernel for Molten Pool Defect Identification

Tianyuan Liu, Jinsong Bao, Junliang Wang, Yiming Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021005.
Paper No: JCISE-19-1148
https://doi.org/10.1115/1.4045294
Published Online: January 3, 2020
View Article titled, A Coarse-Grained Regularization Method of Convolutional Kernel for Molten Pool Defect Identification
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Topics: Algorithms, Artificial intelligence, Artificial neural networks, Engineering systems and industry applications, Machine learning, Machinery, Testing, Weight (Mass), Welding
Journal Articles

Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks

Zhenguo Nie, Haoliang Jiang, Levent Burak Kara
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2020, 20(1): 011002.
Paper No: JCISE-19-1077
https://doi.org/10.1115/1.4044097
Published Online: September 10, 2019
View Article titled, Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks
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Topics: Stress, Artificial neural networks, Geometry, Testing
Journal Articles

Evaluating Industrial Products in an Innovative Visual-Olfactory Environment

Monica Bordegoni, Marina Carulli
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. September 2016, 16(3): 030904.
Paper No: JCISE-16-1012
https://doi.org/10.1115/1.4033229
Published Online: June 30, 2016
View Article titled, Evaluating Industrial Products in an Innovative Visual-Olfactory Environment
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Topics: Design, Food products, Simulation, Virtual reality, Washing machines, Product evaluation, Engineering prototypes, Testing, Shapes
Journal Articles

Designing the Same, but in Different Ways: Determinism in Graph-Rewriting Systems for Function-Based Design Synthesis

Julian R. Eichhoff, Dieter Roller
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. March 2016, 16(1): 011006.
Paper No: JCISE-14-1198
https://doi.org/10.1115/1.4032576
Published Online: February 15, 2016
View Article titled, Designing the Same, but in Different Ways: Determinism in Graph-Rewriting Systems for Function-Based Design Synthesis
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Topics: Design, Testing