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Journal Articles

A Hybrid Deep Generative Network for Pore Morphology Prediction in Metal Additive Manufacturing

Zheren Song, Xinming Wang, Yuanyuan Gao, Junbo Son, Jianguo Wu

J. Manuf. Sci. Eng. July 2023, 145(7): 071005.

Paper No: MANU-22-1658

DOI: https://doi.org/10.1115/1.4057012

Published Online: March 15, 2023

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Topics: Additive manufacturing, Errors, Metals, Modeling, Porosity, Testing, Encryption, Regression models, Manufacturing, Lasers

Journal Articles

Deep Multi-Modal U-Net Fusion Methodology of Thermal and Ultrasonic Images for Porosity Detection in Additive Manufacturing

Christian Zamiela, Zhipeng Jiang, Ryan Stokes, Zhenhua Tian, Anton Netchaev, Charles Dickerson, Wenmeng Tian, Linkan Bian

J. Manuf. Sci. Eng. June 2023, 145(6): 061009.

Paper No: MANU-22-1240

DOI: https://doi.org/10.1115/1.4056873

Published Online: March 14, 2023

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Topics: Porosity, Sensors, Metals, Additive manufacturing, Manufacturing, Pyrometers, Image segmentation

Journal Articles

Understanding the Effects of Process Conditions on Thermal-Defect Relationship: A Transfer Machine Learning Approach

Ayantha Senanayaka, Wenmeng Tian, T.C Falls, Linkan Bian

J. Manuf. Sci. Eng.

Paper No: MANU-22-1225

DOI: https://doi.org/10.1115/1.4057052

Published Online: March 7, 2023

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Topics: Additive manufacturing, Machine learning, Porosity, Algorithms, Data collection, Design for Manufacturing, Knowledge transfer, Manufacturing, Statistical distributions, Support vector machines

Journal Articles

Property-Graded Stainless Steel 316L by Selective Laser Melting: Characterization & Design

Yash Parikh, Mathew Kuttolamadom

J. Manuf. Sci. Eng. June 2023, 145(6): 061008.

Paper No: MANU-22-1555

DOI: https://doi.org/10.1115/1.4056825

Published Online: February 20, 2023

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Topics: Density, Design, Lasers, Mechanical properties, Melting, Porosity, Stainless steel, Additive manufacturing, Grain size

Journal Articles

Effect of Powder Characteristics on Relative Density and Porosity Formation During Electron Beam Selective Melting of Al2024 Aluminum Alloy

Mohammad Saleh Kenevisi, Feng Lin

J. Manuf. Sci. Eng. May 2023, 145(5): 054501.

Paper No: MANU-20-1636

DOI: https://doi.org/10.1115/1.4056665

Published Online: January 30, 2023

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Topics: Cathode ray oscilloscopes, Density, Electron beams, Melting, Porosity, Additive manufacturing, Particulate matter, Fracture (Materials), Aluminum alloys, Mechanical properties

Journal Articles

A Novel, Image-Based Method for Characterization of the Porosity of Additively Manufactured Bone Scaffolds With Complex Microstructures

Yousef Abdelgaber, Cole Klemstine, Roozbeh (Ross) Salary

J. Manuf. Sci. Eng. April 2023, 145(4): 041008.

Paper No: MANU-22-1309

DOI: https://doi.org/10.1115/1.4056434

Published Online: January 19, 2023

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Topics: Additive manufacturing, Algorithms, Bone, Porosity, Manufacturing, Noise (Sound), Geometry, Errors

Journal Articles

Hierarchical Porous Structure Fabrication Via Hybrid Stereolithography and Inkjet Printing With Sacrificial Liquid

Yeowon Yoon, Yang Xu, Yong Chen

J. Manuf. Sci. Eng. January 2023, 145(1): 011010.

Paper No: MANU-22-1340

DOI: https://doi.org/10.1115/1.4055893

Published Online: December 1, 2022

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Topics: Additive manufacturing, Drops, Printing, Manufacturing, Stereolithography, Porosity, Water

Journal Articles

Binder Jetting and Infiltration of Metal Matrix Nanocomposites

Quinton Porter, Zhijian Pei, Chao Ma

J. Manuf. Sci. Eng. July 2022, 144(7): 074502.

Paper No: MANU-21-1464

DOI: https://doi.org/10.1115/1.4053156

Published Online: February 10, 2022

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Topics: Binders (Materials), Density, Metals, Nanocomposites, Sintering, Porosity, Compacting

Journal Articles

A Grinding-Burnishing Approach to Enhancing Surface Integrity, Tribological, and Corrosion Behavior of Laser-Cladded AISI 431 Alloys

Mohammad Uddin, Remi Santifoller, Colin Hall, Thomas Schlaefer

J. Manuf. Sci. Eng. July 2022, 144(7): 071003.

Paper No: MANU-21-1275

DOI: https://doi.org/10.1115/1.4052929

Published Online: December 6, 2021

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Topics: Alloys, Cladding systems (Building), Corrosion, Corrosion resistance, Grinding, Lasers, Microhardness, Porosity, Wear, Deformation

Journal Articles

Optimizing the Process Parameters for Additive Manufacturing of Glass Components by Selective Laser Melting: Soda-Lime Glass Versus Quartz Glass

S. N. Grigoriev, R. S. Khmyrov, M. A. Gridnev, T. V. Tarasova, A. V. Gusarov

J. Manuf. Sci. Eng. June 2022, 144(6): 064503.

Paper No: MANU-21-1294

DOI: https://doi.org/10.1115/1.4052840

Published Online: December 3, 2021

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Topics: Additive manufacturing, Glass, Lasers, Quartz, Temperature, Melting, Porosity

Journal Articles

Additive Manufacturing of Porous Ceramics With Foaming Agent

Zipeng Guo, Lu An, Sushil Lakshmanan, Jason N. Armstrong, Shenqiang Ren, Chi Zhou

J. Manuf. Sci. Eng. February 2022, 144(2): 021010.

Paper No: MANU-21-1314

DOI: https://doi.org/10.1115/1.4051828

Published Online: August 5, 2021

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Topics: Additive manufacturing, Ceramics, Inks, Porosity, Pressure, Printing, Drying, Thermal conductivity

Journal Articles

Estimating Size and Number Density of Three-Dimensional Particles Using Truncated Cross-Sectional Data

Yuanyuan Gao, Xiaohu Huang, Chao Wang, Jianguo Wu

J. Manuf. Sci. Eng. February 2022, 144(2): 021002.

Paper No: MANU-21-1122

DOI: https://doi.org/10.1115/1.4051625

Published Online: July 20, 2021

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Topics: Density, Metals, Particulate matter, Algorithms, Additive manufacturing, Nanocomposites, Log normal distribution, Porosity, Simulation

Journal Articles

Toward Sub-Surface Pore Prediction Capabilities for Laser Powder Bed Fusion Using Data Science

Deniz Sera Ertay, Shima Kamyab, Mihaela Vlasea, Zohreh Azimifar, Thanh Ma, Allan D. Rogalsky, Paul Fieguth

J. Manuf. Sci. Eng. July 2021, 143(7): 071016.

Paper No: MANU-21-1016

DOI: https://doi.org/10.1115/1.4050461

Published Online: March 26, 2021

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Topics: Algorithms, Artificial neural networks, Computerized tomography, Lasers, Machine learning, Additive manufacturing, Porosity

Journal Articles

Preliminary Experimental Study of Warm Ultrasonic Impact-Assisted Laser Metal Deposition

Hanyu Song, Minglang Li, Muxuan Wang, Benxin Wu, Ze Liu, Hongtao Ding, Weidong Liu

J. Manuf. Sci. Eng. July 2021, 143(7): 074501.

Paper No: MANU-20-1239

DOI: https://doi.org/10.1115/1.4049645

Published Online: February 26, 2021

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Topics: Lasers, Manufacturing, Metals, Porosity

Journal Articles

Deep Learning-Based Data Fusion Method for In Situ Porosity Detection in Laser-Based Additive Manufacturing

Qi Tian, Shenghan Guo, Erika Melder, Linkan Bian, Weihong “Grace” Guo

J. Manuf. Sci. Eng. April 2021, 143(4): 041011.

Paper No: MANU-20-1337

DOI: https://doi.org/10.1115/1.4048957

Published Online: December 17, 2020

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Topics: Data fusion, Porosity, Pyrometers, Lasers, Additive manufacturing

Journal Articles

Effect of Dynamic Chemical Etching on the Pore Structure, Permeability, and Mechanical Properties of Ti-Nb-Zr Scaffolds for Medical Applications

V. Sheremetyev, S. Dubinskiy, M. A. Iqbal, K. Lukashevich, S. Prokoshkin, V. Brailovski

J. Manuf. Sci. Eng. May 2021, 143(5): 051004.

Paper No: MANU-20-1326

DOI: https://doi.org/10.1115/1.4048514

Published Online: November 11, 2020

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Topics: Chemical etching, Disks, Mechanical properties, Permeability, Porosity, Zirconium, Etching, Bone, Biomedicine

Journal Articles

Ultrasonic Frequency Effects on the Melt Pool Formation, Porosity, and Thermal-Dependent Property of Inconel 718 Fabricated by Ultrasonic Vibration-Assisted Directed Energy Deposition

Fuda Ning, Dayue Jiang, Zhichao Liu, Hui Wang, Weilong Cong

J. Manuf. Sci. Eng. May 2021, 143(5): 051009.

Paper No: MANU-20-1329

DOI: https://doi.org/10.1115/1.4048515

Published Online: November 11, 2020

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Topics: Microhardness, Porosity, Temperature, Vibration, Grain size, Lasers, Ultraviolet radiation, Temperature distribution

Journal Articles

Studies on the Influence of Stirrer Blade Design on the Microstructure and Mechanical Properties of a Novel Aluminum Metal Matrix Composite

Pradeep Kumar Krishnan, Ramanathan Arunachalam, Afzal Husain, Majid Al-Maharbi

J. Manuf. Sci. Eng. February 2021, 143(2): 021008.

Paper No: MANU-20-1225

DOI: https://doi.org/10.1115/1.4048266

Published Online: October 8, 2020

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Topics: Aluminum, Blades, Casting, Composite materials, Design, Mechanical properties, Particulate matter, Porosity, Flow (Dynamics)

Journal Articles

Part-Scale Finite Element Modeling of the Selective Laser Melting Process With Layer-Wise Adaptive Remeshing for Thermal History and Porosity Prediction

Alaa Olleak, Zhimin Xi

J. Manuf. Sci. Eng. December 2020, 142(12): 121006.

Paper No: MANU-19-1243

DOI: https://doi.org/10.1115/1.4047733

Published Online: September 17, 2020

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Topics: Finite element analysis, Heat, Lasers, Melting, Modeling, Porosity, Simulation, Temperature

Journal Articles

Influence of the Manufacturing Process on the Local Properties of Bronze-Bonded Grinding Tools

Abdelhamid Bouabid, Berend Denkena, Bernd Breidenstein, Alexander Krödel

J. Manuf. Sci. Eng. June 2020, 142(6): 061004.

Paper No: MANU-19-1542

DOI: https://doi.org/10.1115/1.4046744

Published Online: April 13, 2020

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Topics: Bronze, Grinding, Manufacturing, Porosity, Sintering

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Journal citation

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Manuscript

A Hybrid Deep Generative Network for Pore Morphology Prediction in Metal Additive Manufacturing

Deep Multi-Modal U-Net Fusion Methodology of Thermal and Ultrasonic Images for Porosity Detection in Additive Manufacturing

Understanding the Effects of Process Conditions on Thermal-Defect Relationship: A Transfer Machine Learning Approach

Property-Graded Stainless Steel 316L by Selective Laser Melting: Characterization & Design

Effect of Powder Characteristics on Relative Density and Porosity Formation During Electron Beam Selective Melting of Al2024 Aluminum Alloy

A Novel, Image-Based Method for Characterization of the Porosity of Additively Manufactured Bone Scaffolds With Complex Microstructures

Hierarchical Porous Structure Fabrication Via Hybrid Stereolithography and Inkjet Printing With Sacrificial Liquid

Binder Jetting and Infiltration of Metal Matrix Nanocomposites

A Grinding-Burnishing Approach to Enhancing Surface Integrity, Tribological, and Corrosion Behavior of Laser-Cladded AISI 431 Alloys

Optimizing the Process Parameters for Additive Manufacturing of Glass Components by Selective Laser Melting: Soda-Lime Glass Versus Quartz Glass

Additive Manufacturing of Porous Ceramics With Foaming Agent

Estimating Size and Number Density of Three-Dimensional Particles Using Truncated Cross-Sectional Data

Toward Sub-Surface Pore Prediction Capabilities for Laser Powder Bed Fusion Using Data Science

Preliminary Experimental Study of Warm Ultrasonic Impact-Assisted Laser Metal Deposition

Deep Learning-Based Data Fusion Method for In Situ Porosity Detection in Laser-Based Additive Manufacturing

Effect of Dynamic Chemical Etching on the Pore Structure, Permeability, and Mechanical Properties of Ti-Nb-Zr Scaffolds for Medical Applications

Ultrasonic Frequency Effects on the Melt Pool Formation, Porosity, and Thermal-Dependent Property of Inconel 718 Fabricated by Ultrasonic Vibration-Assisted Directed Energy Deposition

Studies on the Influence of Stirrer Blade Design on the Microstructure and Mechanical Properties of a Novel Aluminum Metal Matrix Composite

Part-Scale Finite Element Modeling of the Selective Laser Melting Process With Layer-Wise Adaptive Remeshing for Thermal History and Porosity Prediction

Influence of the Manufacturing Process on the Local Properties of Bronze-Bonded Grinding Tools

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