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Journal Articles

Machine-Learning Metacomputing for Materials Science Data

J. C. Steuben, A. B. Geltmacher, S. N. Rodriguez, A. J. Birnbaum, B. D. Graber, A. K. Rawlings, A. P. Iliopoulos, J. G. Michopoulos
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 111005.
Paper No: JCISE-23-1439
https://doi.org/10.1115/1.4064975
Published Online: July 22, 2024
View Article titled, Machine-Learning Metacomputing for Materials Science Data
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Topics: Electron backscatter diffraction, Machine learning, Materials science, Noise (Sound), Modeling, Errors, Maintenance, Simulation
Journal Articles

Multiphysics Missing Data Synthesis: A Machine Learning Approach for Mitigating Data Gaps and Artifacts

J. C. Steuben, A. B. Geltmacher, S. N. Rodriguez, B. D. Graber, A. P. Iliopoulos, J. G. Michopoulos
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. May 2024, 24(5): 051009.
Paper No: JCISE-23-1355
https://doi.org/10.1115/1.4064986
Published Online: March 27, 2024
View Article titled, Multiphysics Missing Data Synthesis: A Machine Learning Approach for Mitigating Data Gaps and Artifacts
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Topics: Machine learning, Simulation, Modeling, X-rays
Proceedings Papers

Generation of Continuous Toolpaths for Additive Manufacturing Using Implicit Slicing

J. C. Steuben, J. G. Michopoulos, A. P. Iliopoulos
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A038, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-69320
https://doi.org/10.1115/DETC2021-69320
View Paper titled, Generation of Continuous Toolpaths for Additive Manufacturing Using Implicit Slicing
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Topics: Additive manufacturing, Algorithms, Concretes, Extruding, Feedstock, Geometry, Hardware, Polymers, Roads, Sidewalks
Proceedings Papers

Coupled Electromagnetic and Thermoelastic Response of Conductive Materials Under Mechanical Loading and High Current Pulse Conditions

J. G. Michopoulos, A. P. Iliopoulos, J. C. Steuben, N. A. Apetre, S. Douglass, A. G. Lynn, R. L. Cairns, III
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A005, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71130
https://doi.org/10.1115/DETC2021-71130
View Paper titled, Coupled Electromagnetic and Thermoelastic Response of Conductive Materials Under Mechanical Loading and High Current Pulse Conditions
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Topics: Thermoelasticity, Construction, Electric current, Electromechanical systems, Heating, Joules, Materials properties, Modeling, Partial differential equations, Simulation results
Proceedings Papers

Statistical Analysis of Tensile Tests Performed on 316L Specimens Manufactured by Directed Energy Deposition

A. P. Iliopoulos, J. P. Thomas, J. C. Steuben, R. Saunders, J. G. Michopoulos, A. Bagchi, A. J. Birnbaum
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A024, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22530
https://doi.org/10.1115/DETC2020-22530
View Paper titled, Statistical Analysis of Tensile Tests Performed on 316L Specimens Manufactured by Directed Energy Deposition
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Topics: Statistical analysis, Mechanical properties, Manufacturing, Additive manufacturing, Bulk solids, Failure, Stainless steel, Stress, Tension, Yield stress
Proceedings Papers

Multiscale Tomographic Wave-Matter Interaction Modeling to Enable Artifact-Free Material Defect Reconstruction

J. C. Steuben, J. G. Michopoulos, A. P. Iliopoulos, B. D. Graber, A. J. Birnbaum
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A010, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22474
https://doi.org/10.1115/DETC2020-22474
View Paper titled, Multiscale Tomographic Wave-Matter Interaction Modeling to Enable Artifact-Free Material Defect Reconstruction
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Topics: Modeling, Waves, Geometry, X-rays, Bearings, Errors, Excitation, Finite element analysis, Fracture (Materials), Manufacturing
Proceedings Papers

A Computational Framework for the Inverse Identification of Temperature-Dependent Dielectric Permittivity of Materials at Giga-Hertz Frequencies

A. P. Iliopoulos, B. D. Graber, J. G. Michopoulos, J. C. Steuben, A. J. Birnbaum, E. P. Gorzkowski, E. A. Patterson, R. P. Fischer, L. A. Johnson, P. A. Bernhardt, J. M. Coombs
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A011, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22500
https://doi.org/10.1115/DETC2020-22500
View Paper titled, A Computational Framework for the Inverse Identification of Temperature-Dependent Dielectric Permittivity of Materials at Giga-Hertz Frequencies
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Topics: Electrical properties, Temperature, Ceramics, High temperature, Manufacturing, Microwaves, Modeling, Physics, Sintering
Proceedings Papers

Simulation Informed Effects of Solidification Rate on 316L Single Tracks Produced by Selective Laser Melting

A. L. K. Rawlings, A. J. Birnbaum, J. G. Michopoulos, J. C. Steuben, A. P. Iliopoulos, H. Ryou
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A020, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22451
https://doi.org/10.1115/DETC2020-22451
View Paper titled, Simulation Informed Effects of Solidification Rate on 316L Single Tracks Produced by Selective Laser Melting
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Topics: Lasers, Melting, Simulation, Solidification, Cooling, Density, Ductility, Experimental analysis, Mechanical properties, Modeling
Proceedings Papers

Measuring Dielectric Properties of Ceramic Powders at Microwave Frequencies for Material Processing Applications

B. D. Graber, A. P. Iliopoulos, J. G. Michopoulos, J. C. Steuben, A. J. Birnbaum, R. P. Fischer, L. A. Johnson, P. A. Bernhardt, J. M. Coombs, E. P. Gorzkowski, E. A. Patterson
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A012, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22482
https://doi.org/10.1115/DETC2020-22482
View Paper titled, Measuring Dielectric Properties of Ceramic Powders at Microwave Frequencies for Material Processing Applications
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Topics: Ceramics, Materials processing, Microwaves, Absorption, Electrical properties, Electromagnetic radiation, Heating, Manufacturing, Modeling, Shapes
Proceedings Papers

Morphological Analysis of 316L Laser Powder Bed Fusion Melt-Pool via the Enriched Analytical Solution Method

J. G. Michopoulos, J. C. Steuben, A. J. Birnbaum, A. P. Iliopoulos, J. Aroh, A. D. Rollett, B. Gould
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A021, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22455
https://doi.org/10.1115/DETC2020-22455
View Paper titled, Morphological Analysis of 316L Laser Powder Bed Fusion Melt-Pool via the Enriched Analytical Solution Method
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Topics: Lasers, Solidification, Additive manufacturing, Heat, Temperature, X-ray imaging
Proceedings Papers

A Computational Framework Enabling Comparative Analysis of Progressive Damage Models for Composite Materials

N. A. Apetre, J. G. Michopoulos, A. P. Iliopoulos, J. C. Steuben, N. Phan
Proc. ASME. IDETC-CIE2020, Volume 5: 24th Reliability, Stress Analysis, and Failure Prevention Conference (RSAFP), V005T05A004, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22463
https://doi.org/10.1115/DETC2020-22463
View Paper titled, A Computational Framework Enabling Comparative Analysis of Progressive Damage Models for Composite Materials
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Topics: Composite materials, Damage, Stress, Design, Failure, Algebra, Geometry, Laminates, Materials degradation, Optimization
Proceedings Papers

Towards Selective Volumetric Additive Manufacturing and Processing of Ceramics

A. P. Iliopoulos, J. G. Michopoulos, J. C. Steuben, A. J. Birnbaum, B. D. Graber, B. Y. Rock, L. A. Johnson, E. P. Gorzkowski
Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A036, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98195
https://doi.org/10.1115/DETC2019-98195
View Paper titled, Towards Selective Volumetric Additive Manufacturing and Processing of Ceramics
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Topics: Additive manufacturing, Ceramics, Design, Engineering simulation, Engineers, Heat, Materials processing, Microwaves, Radiation (Physics), Simulation