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Journal Articles

Efficient Mapping Between Void Shapes and Stress Fields Using Deep Convolutional Neural Networks With Sparse Data

Anindya Bhaduri, Nesar Ramachandra, Sandipp Krishnan Ravi, Lele Luan, Piyush Pandita, Prasanna Balaprakash, Mihai Anitescu, Changjie Sun, Liping Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051008.
Paper No: JCISE-23-1360
https://doi.org/10.1115/1.4064622
Published Online: March 5, 2024
View Article titled, Efficient Mapping Between Void Shapes and Stress Fields Using Deep Convolutional Neural Networks With Sparse Data
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Topics: Computer-aided engineering, Convolutional neural networks, Shapes, Stress
Journal Articles

Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning

Jiarui Xie, Chonghui Zhang, Lijun Sun, Yaoyao Fiona Zhao
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051004.
Paper No: JCISE-23-1344
https://doi.org/10.1115/1.4064408
Published Online: January 29, 2024
View Article titled, Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning
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Topics: Design, Shapes, Uncertainty, Data-driven design, Optimization, Modeling, Simulation, Pipelines
Journal Articles

Vector Field-Based Volume Peeling for Multi-Axis Machining

Neelotpal Dutta, Tianyu Zhang, Guoxin Fang, Ismail E. Yigit, Charlie C. L. Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051001.
Paper No: JCISE-23-1251
https://doi.org/10.1115/1.4063861
Published Online: December 15, 2023
View Article titled, Vector Field-Based Volume Peeling for Multi-Axis Machining
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Topics: Machining, Production planning, Scalar field theory, Shapes, Surface roughness, Scalars, Algorithms, Grinding, Manufacturing, Milling
Journal Articles

Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions

Binyang Song, Rui Zhou, Faez Ahmed
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 010801.
Paper No: JCISE-23-1068
https://doi.org/10.1115/1.4063954
Published Online: November 24, 2023
View Article titled, Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions
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Topics: Design, Engineering design, Machine learning, Shapes, Semantics
Journal Articles

Reflect–Express–Transform: Investigating Speech-Based Iterative Digital Design for Young Designers

Shantanu Vyas, Ting-Ju Chen, Jay Woodward, Vinayak R. Krishnamurthy
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030905.
Paper No: JCISE-22-1262
https://doi.org/10.1115/1.4062230
Published Online: April 19, 2023
View Article titled, Reflect–Express–Transform: Investigating Speech-Based Iterative Digital Design for Young Designers
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Topics: Design, Shapes, Space vehicles
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
Publisher: ASME
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

Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions

Zhichao Wang, David Rosen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051004.
Paper No: JCISE-22-1308
https://doi.org/10.1115/1.4056806
Published Online: March 29, 2023
View Article titled, Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions
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Topics: Artificial neural networks, Manufacturing, Shapes, Rotation, Machining
Journal Articles

Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN

Juan Diego Toscano, Christian Zuniga-Navarrete, Wilson David Jo Siu, Luis Javier Segura, Hongyue Sun
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041008.
Paper No: JCISE-22-1232
https://doi.org/10.1115/1.4056566
Published Online: January 10, 2023
View Article titled, Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN
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Topics: Ablation (Vaporization technology), Filters, Reinforcement learning, Shapes, Trains, Additive manufacturing, Design, Human teeth, Manufacturing, Data acquisition
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
Publisher: ASME
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

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
Publisher: ASME
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

JCISE Editorial – August 2022

Yan Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Editorial
J. Comput. Inf. Sci. Eng. August 2022, 22(4): 040201.
Paper No: JCISE-22-1198
https://doi.org/10.1115/1.4054864
Published Online: July 1, 2022
View Article titled, JCISE Editorial – August 2022
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Topics: Additive manufacturing, Artificial intelligence, Augmented reality, Casting, China, Cities, Cloud computing, Collaboration, Complex systems, Computation
Journal Articles

Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies

Ronak R. Mohanty, Abhijeet S. Raina, Subhrajyoti Chaudhuri, Francis Quek, Shinjiro Sueda, Vinayak R. Krishnamurthy
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021004.
Paper No: JCISE-21-1407
https://doi.org/10.1115/1.4054277
Published Online: May 20, 2022
View Article titled, Spatial Manipulation in Virtual Peripersonal Space: A Study of Motor Strategies
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Topics: Design, Engines, Feedback, Motors, Shapes
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
Publisher: ASME
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

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

Bin Liu, Xiuping Liu, Zhixin Yang, Charlie C. L. Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2022, 22(5): 051004.
Paper No: JCISE-21-1215
https://doi.org/10.1115/1.4054001
Published Online: March 31, 2022
View Article titled, Concise and Effective Network for 3D Human Modeling From Orthogonal Silhouettes
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Topics: Shapes, Errors, Modeling
Journal Articles

Computational Design for Digitally Fabricated 3D Inductive Power Transfer Coils

Jun Xu, E. (Zjenja) L. Doubrovski, Jo M. P. Geraedts, Yu (Wolf) Song
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031014.
Paper No: JCISE-21-1299
https://doi.org/10.1115/1.4053500
Published Online: March 4, 2022
View Article titled, Computational Design for Digitally Fabricated 3D Inductive Power Transfer Coils
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Topics: Design, Simulation, Shapes
Journal Articles

Isogeometric Shape Optimization for Design Dependent Loads

Arkaprabho Pal, Sourav Rakshit
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031004.
Paper No: JCISE-21-1262
https://doi.org/10.1115/1.4053076
Published Online: December 10, 2021
View Article titled, Isogeometric Shape Optimization for Design Dependent Loads
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Topics: Design, Optimization, Shape optimization, Stress, Weight (Mass), Shapes, Pressure, Geometry
Journal Articles

Segmentation of Additive Manufacturing Defects Using U-Net

Vivian Wen Hui Wong, Max Ferguson, Kincho H. Law, Yung-Tsun Tina Lee, Paul Witherell
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2022, 22(3): 031005.
Paper No: JCISE-21-1266
https://doi.org/10.1115/1.4053078
Published Online: December 10, 2021
View Article titled, Segmentation of Additive Manufacturing Defects Using U-Net
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Topics: Additive manufacturing, Artificial neural networks, Image segmentation, Porosity, Computerized tomography, Shapes, Design
Journal Articles

Steel Surface Defect Detection Using an Ensemble of Deep Residual Neural Networks

Ihor Konovalenko, Pavlo Maruschak, Vitaly Brevus
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. February 2022, 22(1): 014501.
Paper No: JCISE-21-1057
https://doi.org/10.1115/1.4051435
Published Online: July 14, 2021
View Article titled, Steel Surface Defect Detection Using an Ensemble of Deep Residual Neural Networks
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Topics: Artificial neural networks, Damage, Flaw detection, Steel, Shapes, Metal surfaces
Journal Articles

Segmentation-Based Wireframe Generation for Parametric Modeling of Human Body Shapes

Jida Huang, Tsz-Ho Kwok
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2021, 21(6): 061007.
Paper No: JCISE-20-1327
https://doi.org/10.1115/1.4050758
Published Online: May 14, 2021
View Article titled, Segmentation-Based Wireframe Generation for Parametric Modeling of Human Body Shapes
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Topics: Image segmentation, Shapes
Journal Articles

Simulation of Hyperelasticity by Shape Estimation

Christopher-Denny Matte, Tsz-Ho Kwok
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2021, 21(5): 050903.
Paper No: JCISE-20-1261
https://doi.org/10.1115/1.4050045
Published Online: May 12, 2021
View Article titled, Simulation of Hyperelasticity by Shape Estimation
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Topics: Deformation, Geometry, Shapes, Simulation, Stiffness, Materials properties