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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

Human Digital Twin, the Development and Impact on Design

Yu (Wolf) Song
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060819.
Paper No: JCISE-23-1076
https://doi.org/10.1115/1.4063132
Published Online: August 25, 2023
View Article titled, Human Digital Twin, the Development and Impact on Design
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Topics: Digital twin, Modeling, Visualization, Wearable devices, Design, Internet of things, Security, Lakes
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

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

Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems

Xiaoyang Mao, Chiradeep Sen
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021003.
Paper No: JCISE-22-1240
https://doi.org/10.1115/1.4062748
Published Online: July 13, 2023
View Article titled, Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems
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Topics: Algorithms, Design, Flow (Dynamics), Physics, Computer software, Modeling, Topology, Natural language processing, Heating, Temperature
Journal Articles

Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling

Phong C. H. Nguyen, Joseph B. Choi, H. S. Udaykumar, Stephen Baek
Journal: Journal of Computing and Information Science in Engineering
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060808.
Paper No: JCISE-23-1020
https://doi.org/10.1115/1.4062495
Published Online: May 25, 2023
View Article titled, Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling
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Topics: Computer simulation, Machine learning, Modeling, Multiscale modeling
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

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
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

Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace

Zhengyuan Feng, Xiaoliang Hu, Zengguo Tian, Baozhu Jiang, Hongshuai Zhang, Wanli Zhang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041010.
Paper No: JCISE-22-1113
https://doi.org/10.1115/1.4056138
Published Online: January 17, 2023
View Article titled, Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace
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Topics: Artificial neural networks, Crystals, Furnaces, Time series, Modeling
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

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

Multifidelity Physics-Constrained Neural Networks With Minimax Architecture

Dehao Liu, Pranav Pusarla, Yan Wang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031008.
Paper No: JCISE-22-1159
https://doi.org/10.1115/1.4055316
Published Online: December 9, 2022
View Article titled, Multifidelity Physics-Constrained Neural Networks With Minimax Architecture
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Topics: Artificial neural networks, Heat transfer, Phase transitions, Physics, Machine learning, Temperature, Modeling, Optimization
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

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

A Web-Based Collaborative Method for SysML Modeling

Tao Xing, Chenchu Zhou, Xing Shen, Dawei Wu, Qian Li, Yusheng Liu
Journal: Journal of Computing and Information Science in Engineering
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 064503.
Paper No: JCISE-22-1003
https://doi.org/10.1115/1.4055240
Published Online: September 19, 2022
View Article titled, A Web-Based Collaborative Method for SysML Modeling
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Topics: Collaboration, Modeling, Maintenance, Design
Journal Articles

Making-a-Scene: A Preliminary Case Study on Speech-Based 3D Shape Exploration Through Scene Modeling

Shantanu Vyas, Ting-Ju Chen, Ronak R. Mohanty, Vinayak R. Krishnamurthy
Journal: Journal of Computing and Information Science in Engineering
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 064501.
Paper No: JCISE-21-1405
https://doi.org/10.1115/1.4055239
Published Online: September 15, 2022
View Article titled, Making-a-Scene: A Preliminary Case Study on Speech-Based 3D Shape Exploration Through Scene Modeling
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Topics: Design, Modeling, Shapes, Workflow, Semantics
Journal Articles

Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing

Sequoia R. Andrade, Hannah S. Walsh
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031001.
Paper No: JCISE-21-1424
https://doi.org/10.1115/1.4054688
Published Online: August 8, 2022
View Article titled, Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing
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Topics: Design, Failure, Natural language processing, Modeling
Journal Articles

Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals

Shaw C. Feng, Tesfaye Moges, Hyunseop Park, Mostafa Yakout, Albert T. Jones, Hyunwoong Ko, Paul Witherell
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031005.
Paper No: JCISE-21-1403
https://doi.org/10.1115/1.4054933
Published Online: August 8, 2022
View Article titled, Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals
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Topics: Additive manufacturing, Computer software, Design, Lasers, Metals, Modeling, Production planning, Sensors
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
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