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Journal Articles

Metacomputing for Directly Computable Multiphysics Models

John G. Michopoulos, Athanasios P. Iliopoulos, John C. Steuben, Nicoleta A. Apetre
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
Publisher: ASME
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060820.
Paper No: JCISE-23-1241
https://doi.org/10.1115/1.4063103
Published Online: September 14, 2023
View Article titled, Metacomputing for Directly Computable Multiphysics Models
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Topics: Algebra, Anisotropy, Coordinate measuring machines, Modeling, Physics, Semantics, Tensors, Workflow, Computer software, Elasticity
Journal Articles

Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks

Accepted Manuscript
Yeo Jung Yoon, Santosh Narayan, Satyandra K. Gupta
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1201
https://doi.org/10.1115/1.4063276
Published Online: August 29, 2023
View Article titled, Self-Supervised Learning of Spatially Varying Process Parameter Models for Robotic Finishing Tasks
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Topics: Finishing, Robotics, Robots, Damage, Engineering simulation, Engineering systems and industry applications, Machine learning, Metamodeling, Safety, Simulation
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

Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data

Jiangce Chen, Justin Pierce, Glen Williams, Timothy W. Simpson, Nicholas Meisel, Sneha Prabha Narra, Christopher McComb
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011004.
Paper No: JCISE-23-1058
https://doi.org/10.1115/1.4062852
Published Online: July 20, 2023
View Article titled, Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data
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Topics: Artificial neural networks, Simulation, Physics, Temperature, Additive manufacturing
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

Special Section: Highlights of CIE 2022

Mahesh Mani, Paul Witherell, Caterina Rizzi
Journal: Journal of Computing and Information Science in Engineering
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030301.
Paper No: JCISE-23-1128
https://doi.org/10.1115/1.4062144
Published Online: April 12, 2023
View Article titled, Special Section: Highlights of CIE 2022
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Topics: Computer-aided engineering, Computers, Computers and information in engineering , Design engineering, Knowledge management, Mechanical engineers, Modeling, Simulation, Systems engineering, Virtual reality
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

A Particle Finite Element Method for Additive Manufacturing Simulations

Daobo Zhang, J. M. Rodriguez, Xialong Ye, Ralf Müller
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051008.
Paper No: JCISE-22-1231
https://doi.org/10.1115/1.4062143
Published Online: March 29, 2023
View Article titled, A Particle Finite Element Method for Additive Manufacturing Simulations
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Topics: Additive manufacturing, Finite element methods, Particulate matter, Simulation, Temperature, Thermoelasticity, Shapes, Stress
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

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

Cervical Spine Finite Element Models for Healthy Subjects: Development and Validation

Shadman Tahmid, Brittany M. Love, Ziyang Liang, James Yang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 044501.
Paper No: JCISE-22-1230
https://doi.org/10.1115/1.4056296
Published Online: January 9, 2023
View Article titled, Cervical Spine Finite Element Models for Healthy Subjects: Development and Validation
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Topics: Cervical spine, Finite element model, Intervertebral discs, Materials properties, Rotation, Finite element analysis, Stress, Pressure, Simulation, Computerized tomography
Includes: Supplementary data
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

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

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
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
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

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

Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks

Alok Warey, Vishal Raul, Shailendra Kaushik, Taeyoung Han, Rajan Chakravarty
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031006.
Paper No: JCISE-22-1055
https://doi.org/10.1115/1.4054715
Published Online: September 1, 2022
View Article titled, Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks
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Topics: Airfoils, Artificial neural networks, Design, Drag (Fluid dynamics), Shapes, Vehicles, Simulation
Journal Articles

Data-Driven Approaches for Characterization of Aerodynamics on Super High-Speed Elevators

Jingren Xie, Shuai Mao, Zhinan Zhang, Chengliang Liu
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031004.
Paper No: JCISE-22-1127
https://doi.org/10.1115/1.4054869
Published Online: August 8, 2022
View Article titled, Data-Driven Approaches for Characterization of Aerodynamics on Super High-Speed Elevators
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Topics: Aerodynamics, Elevators, Principal component analysis, Errors, Pressure, Simulation, Interpolation, Computational fluid dynamics