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Journal Articles

Partitioned Active Learning for Heterogeneous Systems

Cheolhei Lee, Kaiwen Wang, Jianguo Wu, Wenjun Cai, Xiaowei Yue

J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041009.

Paper No: JCISE-22-1247

DOI: https://doi.org/10.1115/1.4056567

Published Online: January 10, 2023

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Topics: Algorithms, Design, Simulation, Modeling, Errors, Uncertainty

Journal Articles

A novel Iterative Field Search approach to MZC for Roundness Error Estimation

Deep Singh, Arunachalam N

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-22-1026

DOI: https://doi.org/10.1115/1.4056483

Published Online: December 16, 2022

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Topics: Errors, Computational metrology, Computer-aided design, Manufacturing industry

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

J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030903.

Paper No: JCISE-22-1284

DOI: https://doi.org/10.1115/1.4056295

Published Online: December 9, 2022

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Topics: Composite materials, Failure, Flaw detection, Physics, Pipelines, Texture (Materials), Manufacturing, Simulation, Carbon fibers, Image segmentation

Journal Articles

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

Jingren Xie, Shuai Mao, Zhinan Zhang, Chengliang Liu

J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031004.

Paper No: JCISE-22-1127

DOI: https://doi.org/10.1115/1.4054869

Published Online: August 8, 2022

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Topics: Aerodynamics, Elevators, Principal component analysis, Errors, Pressure, Simulation, Interpolation, Computational fluid dynamics

Journal Articles

A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction

Jiayin Shao, Shilong Wang, Bo Yang, Zhengping Zhang, Yankai Wang

J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031003.

Paper No: JCISE-21-1385

DOI: https://doi.org/10.1115/1.4054832

Published Online: August 8, 2022

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Topics: Algorithms, Optimization algorithms, Welding, Artificial neural networks, Errors

Journal Articles

Machine Learning Based Developing Flow Control Technique Over Circular Cylinders

Ece Ayli, Eyup Kocak, Hasmet Turkoglu

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021015.

Paper No: JCISE-22-1024

DOI: https://doi.org/10.1115/1.4054689

Published Online: July 21, 2022

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Topics: Artificial neural networks, Cylinders, Drag (Fluid dynamics), Flow (Dynamics), Flow control, Machine learning, Suction, Support vector machines, Wakes, Reynolds number

Journal Articles

A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study

Alexandre Cortiella, Kwang-Chun Park, Alireza Doostan

J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011004.

Paper No: JCISE-22-1045

DOI: https://doi.org/10.1115/1.4054573

Published Online: July 18, 2022

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Topics: Errors, Filters, Filtration, Noise (Sound), Splines, Algorithms, Smoothing methods, Nonlinear dynamical systems, Polynomials

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

J. Comput. Inf. Sci. Eng. February 2023, 23(1): 014502.

Paper No: JCISE-22-1015

DOI: https://doi.org/10.1115/1.4054868

Published Online: July 18, 2022

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Topics: Artificial neural networks, Modeling, Fluid dynamics, Errors, Testing, Permeability

Journal Articles

Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models

Guanglu Zhang, Douglas Allaire, Jonathan Cagan

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021006.

Paper No: JCISE-21-1340

DOI: https://doi.org/10.1115/1.4054440

Published Online: June 3, 2022

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Topics: Cooling, Curve fitting, Errors, Fittings, Parameter estimation

Journal Articles

A Framework for Inverse Prediction Using Functional Response Data

Daniel Ries, Adah Zhang, J. Derek Tucker, Kurtis Shuler, Madeline Ausdemore

J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011002.

Paper No: JCISE-21-1393

DOI: https://doi.org/10.1115/1.4053752

Published Online: May 20, 2022

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Topics: Errors, Nuclear forensics, Particulate matter, Scalars, Shapes, Simulation, Uncertainty, Texture (Materials), Modeling, Uncertainty quantification

Journal Articles

A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems

Arpan Biswas, Claudio Fuentes, Christopher Hoyle

J. Comput. Inf. Sci. Eng. February 2023, 23(1): 014501.

Paper No: JCISE-21-1366

DOI: https://doi.org/10.1115/1.4054480

Published Online: May 20, 2022

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Topics: Design, Optimization, Regression models, Errors

Includes: Supplementary data

Journal Articles

A Computer-Aided Design-Based Tolerance Analysis of Assemblies With Form Defects and Deformations of Nonrigid Parts

M. Tlija, A. Korbi, B. Louhichi, A. Tahan

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021001.

Paper No: JCISE-22-1009

DOI: https://doi.org/10.1115/1.4054238

Published Online: May 17, 2022

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Topics: Computer-aided design, Deformation, Manufacturing, Modeling, Stress, Tolerance analysis, Errors

Journal Articles

Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy

Wei Jiang, Wu Zhao, Lin Du, Kai Zhang, Miao Yu

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021002.

Paper No: JCISE-21-1183

DOI: https://doi.org/10.1115/1.4054305

Published Online: May 17, 2022

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Topics: Errors, Automobiles, Preferences

Journal Articles

Concise and Effective Network for 3D Human Modeling From Orthogonal Silhouettes

Bin Liu, Xiuping Liu, Zhixin Yang, Charlie C. L. Wang

J. Comput. Inf. Sci. Eng. October 2022, 22(5): 051004.

Paper No: JCISE-21-1215

DOI: https://doi.org/10.1115/1.4054001

Published Online: March 31, 2022

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Topics: Shapes, Errors, Modeling

Journal Articles

A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation

Marlène Gilles, Elisabetta Bevacqua

J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050904.

Paper No: JCISE-21-1123

DOI: https://doi.org/10.1115/1.4053369

Published Online: March 31, 2022

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Topics: Computers, Design, Machinery, Robots, Stress, Transportation systems, Vehicles, Signals, Collaboration, Errors

Journal Articles

Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach

Vivek Oommen, Balaji Srinivasan

J. Comput. Inf. Sci. Eng. August 2022, 22(4): 041012.

Paper No: JCISE-21-1348

DOI: https://doi.org/10.1115/1.4053800

Published Online: March 10, 2022

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Topics: Artificial neural networks, Errors, Heat, Heat transfer, Physics, Temperature, Neural network models, Error analysis, Inverse problems, Machine learning

Journal Articles

HyBoDT: Hybrid Bounded Distance Transforms of Trimmed NURBS Models

Aditya Balu, Sambit Ghadai, Onur Rauf Bingol, Adarsh Krishnamurthy

J. Comput. Inf. Sci. Eng. August 2022, 22(4): 041008.

Paper No: JCISE-21-1290

DOI: https://doi.org/10.1115/1.4053202

Published Online: February 11, 2022

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Topics: Algorithms, Computation, Errors, Graphics processing units

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

J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031012.

Paper No: JCISE-21-1288

DOI: https://doi.org/10.1115/1.4053272

Published Online: February 7, 2022

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Topics: Algorithms, Errors, Imaging, Robots, Trajectories (Physics), Uncertainty, Calibration

Journal Articles

Prediction of Mechanical Properties of Three-Dimensional Printed Lattice Structures Through Machine Learning

Shuai Ma, Qian Tang, Ying Liu, Qixiang Feng

J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031008.

Paper No: JCISE-21-1252

DOI: https://doi.org/10.1115/1.4053077

Published Online: December 16, 2021

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Topics: Elastic moduli, Errors, Machine learning, Mechanical properties, Three-dimensional models, Entropy, Yield strength, Design, Porosity

Journal Articles

Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing

Biao Mei, Yongtai Yang, Weidong Zhu

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021011.

Paper No: JCISE-21-1100

DOI: https://doi.org/10.1115/1.4052837

Published Online: December 9, 2021

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Topics: Aircraft, Deformation, Gravity (Force), Manufacturing, Simulation, Wings, Temperature, Errors, Finite element analysis

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Journal citation

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Supplemental Material

Manuscript

Partitioned Active Learning for Heterogeneous Systems

A novel Iterative Field Search approach to MZC for Roundness Error Estimation

Physics Informed Synthetic Image Generation for Deep Learning-Based Detection of Wrinkles and Folds

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

A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction

Machine Learning Based Developing Flow Control Technique Over Circular Cylinders

A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study

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

Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models

A Framework for Inverse Prediction Using Functional Response Data

A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems

A Computer-Aided Design-Based Tolerance Analysis of Assemblies With Form Defects and Deformations of Nonrigid Parts

Product Perceptual Similarity Evaluation: From Attributive Error to Human Knowledge Hierarchy

Concise and Effective Network for 3D Human Modeling From Orthogonal Silhouettes

A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation

Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach

HyBoDT: Hybrid Bounded Distance Transforms of Trimmed NURBS Models

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

Prediction of Mechanical Properties of Three-Dimensional Printed Lattice Structures Through Machine Learning

Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing

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