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Journal Articles

Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities

Janet K. Allen, Anand Balu Nellippallil, Zhenjun Ming, Jelena Milisavljevic-Syed, Farrokh Mistree
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060815.
Paper No: JCISE-23-1218
https://doi.org/10.1115/1.4062883
Published Online: August 3, 2023
View Article titled, Designing Evolving Cyber-Physical-Social Systems: Computational Research Opportunities
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Topics: Decision making, Design, Modeling, Uncertainty
Journal Articles

Optimal Design and Sensitivity Analysis of the Dynamic Vibration Absorber With Amplifying Mechanism

Yifan Liu, Jiazhi Cai, Haiyuan Li, Qingbin Gao
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051005.
Paper No: JCISE-22-1060
https://doi.org/10.1115/1.4056920
Published Online: March 29, 2023
View Article titled, Optimal Design and Sensitivity Analysis of the Dynamic Vibration Absorber With Amplifying Mechanism
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Topics: Damping, Design, Optimization, Polynomials, Sensitivity analysis, Vibration absorbers, Vibration suppression, Uncertainty, Stiffness
Journal Articles

Partitioned Active Learning for Heterogeneous Systems

Cheolhei Lee, Kaiwen Wang, Jianguo Wu, Wenjun Cai, Xiaowei Yue
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041009.
Paper No: JCISE-22-1247
https://doi.org/10.1115/1.4056567
Published Online: January 10, 2023
View Article titled, Partitioned Active Learning for Heterogeneous Systems
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Topics: Algorithms, Design, Simulation, Modeling, Errors, Uncertainty
Journal Articles

Special Issue: Machine Intelligence for Engineering Under Uncertainties

Amir H. Gandomi, Marc Mignolet, Christian Soize, Yan Wang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Editorial
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 010201.
Paper No: JCISE-22-1369
https://doi.org/10.1115/1.4056396
Published Online: December 19, 2022
View Article titled, Special Issue: Machine Intelligence for Engineering Under Uncertainties
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Topics: Artificial intelligence, Uncertainty
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
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

Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction

Luka Malashkhia, Dehao Liu, Yanglong Lu, Yan Wang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011012.
Paper No: JCISE-22-1123
https://doi.org/10.1115/1.4055924
Published Online: November 8, 2022
View Article titled, Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction
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Topics: Algorithms, Artificial neural networks, Heat transfer, Physics, Simulation, Temperature, Uncertainty, Phase transitions, Finite element methods, Additive manufacturing
Journal Articles

Characterizations and Optimization for Resilient Manufacturing Systems With Considerations of Process Uncertainties

Qiyang Ma, Yiming Che, Changqing Cheng, Zimo Wang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011007.
Paper No: JCISE-22-1122
https://doi.org/10.1115/1.4055425
Published Online: September 27, 2022
View Article titled, Characterizations and Optimization for Resilient Manufacturing Systems With Considerations of Process Uncertainties
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Topics: Downtime, Manufacturing systems, Optimization, Production planning, Uncertainty, Simulation, Manufacturing, Machinery, Polynomials, Chaos
Journal Articles

Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating

Marie-Jo Azzi, Chady Ghnatios, Philip Avery, Charbel Farhat
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011009.
Paper No: JCISE-22-1149
https://doi.org/10.1115/1.4055546
Published Online: September 27, 2022
View Article titled, Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating
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Topics: Approximation, Computer simulation, Construction, Dimensions, Machine learning, Modeling, Nozzles, Physics, Robustness, Simulation
Journal Articles

Uncertainty Quantification and Optimal Robust Design for Machining Operations

Jinming Wan, Yiming Che, Zimo Wang, Changqing Cheng
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011005.
Paper No: JCISE-22-1032
https://doi.org/10.1115/1.4055039
Published Online: August 5, 2022
View Article titled, Uncertainty Quantification and Optimal Robust Design for Machining Operations
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Topics: Design, Machining, Stability, Uncertainty, Risk
Journal Articles

A Probabilistic Learning Approach Applied to the Optimization of Wake Steering in Wind Farms

Jeferson O. Almeida, Fernando A. Rochinha
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011003.
Paper No: JCISE-22-1120
https://doi.org/10.1115/1.4054501
Published Online: June 6, 2022
View Article titled, A Probabilistic Learning Approach Applied to the Optimization of Wake Steering in Wind Farms
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Topics: Optimization, Wakes, Wind farms, Uncertainty, Turbines, Wind, Wind turbines
Journal Articles

A Framework for Inverse Prediction Using Functional Response Data

Daniel Ries, Adah Zhang, J. Derek Tucker, Kurtis Shuler, Madeline Ausdemore
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011002.
Paper No: JCISE-21-1393
https://doi.org/10.1115/1.4053752
Published Online: May 20, 2022
View Article titled, A Framework for Inverse Prediction Using Functional Response Data
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Topics: Errors, Nuclear forensics, Particulate matter, Scalars, Shapes, Simulation, Uncertainty, Texture (Materials), Modeling, Uncertainty quantification
Journal Articles

Seeking Human Help to Manage Plan Failure Risks in Semi-Autonomous Mobile Manipulation

Sarah Al-Hussaini, Neel Dhanaraj, Jason M. Gregory, Rex Jomy Joseph, Shantanu Thakar, Brual C. Shah, Jeremy A. Marvel, Satyandra K. Gupta
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050906.
Paper No: JCISE-21-1287
https://doi.org/10.1115/1.4054088
Published Online: April 13, 2022
View Article titled, Seeking Human Help to Manage Plan Failure Risks in Semi-Autonomous Mobile Manipulation
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Topics: Collisions (Physics), Failure, Manipulators, Probability, Risk, Robots, Uncertainty, Grasping
Journal Articles

Fuzzy Concept Evaluation Based on Prospect Theory and Heterogeneous Evaluation Information

Shaofei Jiang, Yubo Dou, Shun He, Bowen Tan, Xiang Peng, Liting Jing
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2022, 22(4): 041003.
Paper No: JCISE-21-1190
https://doi.org/10.1115/1.4053673
Published Online: February 7, 2022
View Article titled, Fuzzy Concept Evaluation Based on Prospect Theory and Heterogeneous Evaluation Information
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Topics: Machinery, Sensitivity analysis, Uncertainty, Weight (Mass), Design, Decision making, Preferences, Risk
Journal Articles

Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot

Rishi Malhan, Rex Jomy Joseph, Prahar M. Bhatt, Brual Shah, Satyandra K. Gupta
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031012.
Paper No: JCISE-21-1288
https://doi.org/10.1115/1.4053272
Published Online: February 7, 2022
View Article titled, Algorithms for Improving Speed and Accuracy of Automated Three-Dimensional Reconstruction With a Depth Camera Mounted on An Industrial Robot
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Topics: Algorithms, Errors, Imaging, Robots, Trajectories (Physics), Uncertainty, Calibration
Journal Articles

Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures

Recep M. Gorguluarslan, Gorkem Can Ates, O. Utku Gungor, Yusuf Yamaner
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031001.
Paper No: JCISE-21-1268
https://doi.org/10.1115/1.4053001
Published Online: December 10, 2021
View Article titled, Strut Diameter Uncertainty Prediction by Deep Neural Network for Additively Manufactured Lattice Structures
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Topics: Artificial neural networks, Modeling, Struts (Engineering), Uncertainty, Additive manufacturing, Microscopes
Includes: Supplementary data
Journal Articles

Evidence-Theory-Based Kinematic Uncertainty Analysis of a Dual Crane System With Epistemic Uncertainty

Bin Zhou, Bin Zi, Yishan Zeng, Weidong Zhu
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021004.
Paper No: JCISE-21-1074
https://doi.org/10.1115/1.4052005
Published Online: October 13, 2021
View Article titled, Evidence-Theory-Based Kinematic Uncertainty Analysis of a Dual Crane System With Epistemic Uncertainty
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Topics: Cranes, Errors, Kinematics, Uncertainty, Uncertainty quantification, Uncertainty analysis, Equilibrium (Physics)
Journal Articles

An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions

Tingting Xia, Mian Li
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041010.
Paper No: JCISE-20-1200
https://doi.org/10.1115/1.4049996
Published Online: February 23, 2021
View Article titled, An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions
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Topics: Optimization, Robustness, Uncertainty, Design, Pareto optimization
Journal Articles

Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems

Seyede Fatemeh Ghoreishi, Mahdi Imani
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041009.
Paper No: JCISE-20-1171
https://doi.org/10.1115/1.4049994
Published Online: February 23, 2021
View Article titled, Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems
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Topics: Engineering disciplines, Uncertainty, Uncertainty analysis
Journal Articles

Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators

Bin Ren, Yao Wang, Jiayu Chen
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 031009.
Paper No: JCISE-19-1171
https://doi.org/10.1115/1.4047073
Published Online: May 8, 2020
View Article titled, Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators
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Topics: Artificial neural networks, Control equipment, Errors, Manipulators, Trajectories (Physics), Uncertainty, Robots, Sliding mode control, Surface mount components, Algorithms
Journal Articles

Multiscale Modeling of Turbine Engine Component Under Manufacturing Uncertainty

Austin M. McKeand, Recep M. Gorguluarslan, Jeff Brown, Seung-Kyum Choi
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. December 2019, 19(4): 041017.
Paper No: JCISE-18-1287
https://doi.org/10.1115/1.4044011
Published Online: August 5, 2019
View Article titled, Multiscale Modeling of Turbine Engine Component Under Manufacturing Uncertainty
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Topics: Gas turbines, Geometry, Manufacturing, Multiscale modeling, Simulation, Turbine blades, Uncertainty, Uncertainty quantification, Modeling, Finite element model