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Journal Articles

STL-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials

Accepted Manuscript
Sina Rastegarzadeh, Jida Huang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1214
https://doi.org/10.1115/1.4063227
Published Online: August 23, 2023
View Article titled, STL-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials
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Topics: Additive manufacturing, Computer-aided design
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

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

Automated Digitization of Three-Dimensional Structures Using AprilTag and Solid Geometry-Library in matlab

Dingzhi Zhang, Felix Pancheri, Christoph Rehekampff, Yilun Sun, Tim C. Lueth
Journal: Journal of Computing and Information Science in Engineering
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 044503.
Paper No: JCISE-22-1214
https://doi.org/10.1115/1.4056065
Published Online: January 23, 2023
View Article titled, Automated Digitization of Three-Dimensional Structures Using AprilTag and Solid Geometry-Library in matlab
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Topics: Additive manufacturing, Cylinders, Design, Design automation, Geometry, Matlab, Three-dimensional models, Computer-aided design, Aluminum, Computers
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
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

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

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

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

JCISE Editorial – August 2022

Yan Wang
Journal: Journal of Computing and Information Science in Engineering
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

Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks

Ardalan R. Sofi, Bahram Ravani
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021008.
Paper No: JCISE-22-1035
https://doi.org/10.1115/1.4054559
Published Online: June 7, 2022
View Article titled, Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks
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Topics: Artificial neural networks, Lasers, Physics, Simulation, Additive manufacturing, Temperature, Manufacturing, Trajectories (Physics)
Journal Articles

Engineering Document Summarization: A Bidirectional Language Model-Based Approach

Yunjian Qiu, Yan Jin
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 061004.
Paper No: JCISE-21-1345
https://doi.org/10.1115/1.4054203
Published Online: May 10, 2022
View Article titled, Engineering Document Summarization: A Bidirectional Language Model-Based Approach
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Topics: Additive manufacturing, Design, Dimensions, Engineering design, Evaluation methods, Machinery, Natural language processing, Testing
Journal Articles

Additive Manufacturing In Situ and Ex Situ Geometric Data Registration

Shaw C. Feng, Yan Lu, Albert T. Jones, Zhuo Yang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
Publisher: ASME
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 061003.
Paper No: JCISE-21-1184
https://doi.org/10.1115/1.4054202
Published Online: May 10, 2022
View Article titled, Additive Manufacturing In Situ and Ex Situ Geometric Data Registration
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Topics: Additive manufacturing, Lasers, Image registration, Three-dimensional models
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

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
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

Automated Planning for Robotic Multi-Resolution Additive Manufacturing

Prahar M. Bhatt, Ashish Kulkarni, Rishi K. Malhan, Brual C. Shah, Yeo Jung Yoon, Satyandra K. Gupta
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021006.
Paper No: JCISE-21-1157
https://doi.org/10.1115/1.4052083
Published Online: October 13, 2021
View Article titled, Automated Planning for Robotic Multi-Resolution Additive Manufacturing
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Topics: Algorithms, Collisions (Physics), Extruding, Manipulators, Nozzles, Resolution (Optics), Additive manufacturing, Surface quality
Journal Articles

A Recommender System for the Additive Manufacturing of Component Inventories Using Machine Learning

Seyedeh Elaheh Ghiasian, Kemper Lewis
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2022, 22(1): 011006.
Paper No: JCISE-20-1270
https://doi.org/10.1115/1.4051342
Published Online: July 13, 2021
View Article titled, A Recommender System for the Additive Manufacturing of Component Inventories Using Machine Learning
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Topics: Additive manufacturing, Algorithms, Design, Machine learning, Printing, Manufacturing, Databases
Journal Articles

Memory-Efficient Modeling and Slicing of Large-Scale Adaptive Lattice Structures

Shengjun Liu, Tao Liu, Qiang Zou, Weiming Wang, Eugeni L. Doubrovski, Charlie C. L. Wang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. December 2021, 21(6): 061003.
Paper No: JCISE-20-1325
https://doi.org/10.1115/1.4050290
Published Online: May 13, 2021
View Article titled, Memory-Efficient Modeling and Slicing of Large-Scale Adaptive Lattice Structures
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Topics: Additive manufacturing, Algorithms, Density, Modeling, Optimization, Struts (Engineering)
Journal Articles

Hybrid Modeling Approach for Melt-Pool Prediction in Laser Powder Bed Fusion Additive Manufacturing

Tesfaye Moges, Zhuo Yang, Kevontrez Jones, Shaw Feng, Paul Witherell, Yan Lu
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2021, 21(5): 050902.
Paper No: JCISE-20-1259
https://doi.org/10.1115/1.4050044
Published Online: May 12, 2021
View Article titled, Hybrid Modeling Approach for Melt-Pool Prediction in Laser Powder Bed Fusion Additive Manufacturing
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Topics: Lasers, Modeling, Physics, Simulation, Computational fluid dynamics, Errors, Additive manufacturing, Polynomials
Journal Articles

Physics-Based Compressive Sensing to Enable Digital Twins of Additive Manufacturing Processes

Yanglong Lu, Eduard Shevtshenko, Yan Wang
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2021, 21(3): 031009.
Paper No: JCISE-20-1239
https://doi.org/10.1115/1.4050377
Published Online: March 25, 2021
View Article titled, Physics-Based Compressive Sensing to Enable Digital Twins of Additive Manufacturing Processes
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Topics: Additive manufacturing, Cooling, Physics, Temperature, Temperature distribution, Errors, Process monitoring, Gears
Journal Articles

A Blockchain-Based G-Code Protection Approach for Cyber-Physical Security in Additive Manufacturing

Zhangyue Shi, Chen Kan, Wenmeng Tian, Chenang Liu
Journal: Journal of Computing and Information Science in Engineering
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041007.
Paper No: JCISE-20-1220
https://doi.org/10.1115/1.4048966
Published Online: February 23, 2021
View Article titled, A Blockchain-Based G-Code Protection Approach for Cyber-Physical Security in Additive Manufacturing
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Topics: Blockchain technology, Encryption, Security, Additive manufacturing, Design, Manufacturing