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Journal Articles

A Modified Simulated Annealing-Based Method for Hybrid Lattice Support Structure Design in LPBF Additive Manufacturing

Accepted Manuscript
Lisha White, Xuan Liang, Guanglu Zhang, Jonathan Cagan, Yongjie Jessica Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1525
https://doi.org/10.1115/1.4066660
Published Online: September 24, 2024
View Article titled, A Modified Simulated Annealing-Based Method for Hybrid Lattice Support Structure Design in LPBF Additive Manufacturing
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Topics: Additive manufacturing, Annealing, Design
Journal Articles

A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries

Accepted Manuscript
Lisha White, Guanglu Zhang, Junwon Seo, Nicholas Lamprinakos, A.D. Rollett, Jonathan Cagan, Yongjie Jessica Zhang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1154
https://doi.org/10.1115/1.4066574
Published Online: September 18, 2024
View Article titled, A Multi-Sized Unit Cell Method for the Design of LPBF Lattice Support Structures Concerning Complex Geometries
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Topics: Additive manufacturing, Design, Heat transfer, Optimization, Annealing, Computational geometry, Computer-aided manufacturing, Heat exchangers, High temperature, Lasers
Journal Articles

A Review of the Applications of Machine Learning for Prediction and Analysis of Mechanical Properties and Microstructures in Additive Manufacturing

Accepted Manuscript
Atharv Deshmankar, Jagat Sesh Challa, Amit Singh, Srinivasa Prakash Regalla
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1227
https://doi.org/10.1115/1.4066575
Published Online: September 18, 2024
View Article titled, A Review of the Applications of Machine Learning for Prediction and Analysis of Mechanical Properties and Microstructures in Additive Manufacturing
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Topics: Additive manufacturing, Machine learning, Mechanical properties
Journal Articles

Engineering-Guided Deep Learning of Melt-Pool Dynamics for Additive Manufacturing Quality Monitoring

Siqi Zhang, Hui Yang, Zhuo Yang, Yan Lu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2024, 24(10): 101002.
Paper No: JCISE-23-1574
https://doi.org/10.1115/1.4066026
Published Online: August 6, 2024
View Article titled, Engineering-Guided Deep Learning of Melt-Pool Dynamics for Additive Manufacturing Quality Monitoring
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Topics: Additive manufacturing, Deep learning, Density, Dynamics (Mechanics), Manufacturing, Modeling, Spatiotemporal phenomena, Process monitoring, Lasers, Quality control
Journal Articles

Stochastic Defect Localization for Cooperative Additive Manufacturing Using Gaussian Mixture Maps

Sean Rescsanski, Vihaan Shah, Jiong Tang, Farhad Imani
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 111006.
Paper No: JCISE-23-1386
https://doi.org/10.1115/1.4065525
Published Online: July 22, 2024
View Article titled, Stochastic Defect Localization for Cooperative Additive Manufacturing Using Gaussian Mixture Maps
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Topics: Additive manufacturing, Flaw detection, Manufacturing, Random-access memory, Robotics, Simulation, Robots
Journal Articles

A Flexible and Accurate Additive Manufacturing Data Retrieval Method Based on Probabilistic Modeling and Transformation-Invariant Feature Learning

Qihang Fang, Gang Xiong, Weixing Wang, Zhen Shen, Xisong Dong, Fei-Yue Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2024, 24(8): 081005.
Paper No: JCISE-23-1567
https://doi.org/10.1115/1.4065344
Published Online: May 31, 2024
View Article titled, A Flexible and Accurate Additive Manufacturing Data Retrieval Method Based on Probabilistic Modeling and Transformation-Invariant Feature Learning
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Topics: Additive manufacturing, Construction, Databases, Lasers, Modeling, Resins, Statistical distributions, Production planning, Information retrieval, Flaw detection
Journal Articles

Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing

Emmanuel Yangue, Durant Fullington, Owen Smith, Wenmeng Tian, Chenang Liu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 060903.
Paper No: JCISE-23-1460
https://doi.org/10.1115/1.4065092
Published Online: April 22, 2024
View Article titled, Diffusion Generative Model-Based Learning for Smart Layer-Wise Monitoring of Additive Manufacturing
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Topics: Additive manufacturing, Diffusion (Physics), Ablation (Vaporization technology), Generative adversarial networks, Errors, Deep learning
Journal Articles

Toward Fatigue-Tolerant Design of Additively Manufactured Strut-Based Lattice Metamaterials

Nicoleta A. Apetre, John G. Michopoulos, Steven N. Rodriguez, Athanasios Iliopoulos, John C. Steuben, Benjamin D. Graber, Attilio Arcari
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051011.
Paper No: JCISE-23-1381
https://doi.org/10.1115/1.4065201
Published Online: April 18, 2024
View Article titled, Toward Fatigue-Tolerant Design of Additively Manufactured Strut-Based Lattice Metamaterials
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Topics: Additive manufacturing, Cycles, Density, Design, Failure, Fatigue, Geometry, Metamaterials, Stress, Struts (Engineering)
Journal Articles

Information Embedding in Additively Manufactured Parts Through Printing Speed Control

Karim A. ElSayed, Jitesh H. Panchal
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. July 2024, 24(7): 071005.
Paper No: JCISE-23-1496
https://doi.org/10.1115/1.4065089
Published Online: April 16, 2024
View Article titled, Information Embedding in Additively Manufactured Parts Through Printing Speed Control
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Topics: Additive manufacturing, Design, Encryption, Image segmentation, Information retrieval, Lithography, Manufacturing, Printing, Security, Imaging
Journal Articles

Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition

Mutahar Safdar, Jiarui Xie, Hyunwoong Ko, Yan Lu, Guy Lamouche, 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): 051010.
Paper No: JCISE-23-1358
https://doi.org/10.1115/1.4065090
Published Online: April 1, 2024
View Article titled, Transferability Analysis of Data-Driven Additive Manufacturing Knowledge: A Case Study Between Powder Bed Fusion and Directed Energy Deposition
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Topics: Additive manufacturing, Knowledge transfer, Machine learning, Lasers, Metals
Journal Articles

Enhancing Part Quality Management Using a Holistic Data Fusion Framework in Metal Powder Bed Fusion Additive Manufacturing

Zhuo Yang, Jaehyuk Kim, Yan Lu, Albert Jones, Paul Witherell, Ho Yeung, Hyunwoong Ko
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051007.
Paper No: JCISE-23-1373
https://doi.org/10.1115/1.4064528
Published Online: March 5, 2024
View Article titled, Enhancing Part Quality Management Using a Holistic Data Fusion Framework in Metal Powder Bed Fusion Additive Manufacturing
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Topics: Data fusion, Geometry, Melting, Additive manufacturing, Lasers, Simulation, Quality management
Journal Articles

Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials

Sina Rastegarzadeh, Jida Huang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 060902.
Paper No: JCISE-23-1214
https://doi.org/10.1115/1.4063227
Published Online: March 5, 2024
View Article titled, Standard Tessellation Language-Free Adaptive Slicing Scheme for Additive Manufacturing of Cellular Materials
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Topics: Additive manufacturing, Algorithms, Computer-aided design, Design, Errors, Manufacturing, Modeling, Resolution (Optics), Pipelines, Topology
Journal Articles

Layered Security Guidance for Data Asset Management in Additive Manufacturing

Fahad Ali Milaat, Joshua Lubell
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. July 2024, 24(7): 071001.
Paper No: JCISE-23-1192
https://doi.org/10.1115/1.4064128
Published Online: February 5, 2024
View Article titled, Layered Security Guidance for Data Asset Management in Additive Manufacturing
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Topics: Additive manufacturing, Security
Journal Articles

Predicting the Mechanical Behavior of Additively Manufactured Mechanical Metamaterials Using Point Cloud Representation Learning

Zehao Ye, Xin Liu, Bo Peng, Chen Kan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 060901.
Paper No: JCISE-23-1224
https://doi.org/10.1115/1.4064147
Published Online: February 5, 2024
View Article titled, Predicting the Mechanical Behavior of Additively Manufactured Mechanical Metamaterials Using Point Cloud Representation Learning
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Topics: Additive manufacturing, Deflection, Heat, Mechanical behavior, Metamaterials, Stress, Quality control, Geometry, Machine learning, Modeling
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
Publisher: ASME
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
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

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
Publisher: ASME
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
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

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
Publisher: ASME
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
Publisher: ASME
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