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John G. Michopoulos
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Journal Articles

Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems

John G. Michopoulos, Anindya Bhaduri, Francisco Chinesta, Elias Cueto, Dehao Liu, Sandipp Krishnan Ravi, Jian-Xun Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 110301.
Paper No: JCISE-24-1524
https://doi.org/10.1115/1.4066791
Published Online: October 10, 2024
View Article titled, Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems
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Topics: Machine learning, Manufacturing, Physics
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)
Proceedings Papers

Towards Fatigue-Tolerant Design of Additively Manufactured Metamaterials

Nicole A. Apetre, Attilio Arcari, John G. Michopoulos, Steven N. Rodriguez, Athanasios P. Iliopoulos, John C. Steuben, Benjamin D. Graber
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A017, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117512
https://doi.org/10.1115/DETC2023-117512
View Paper titled, Towards Fatigue-Tolerant Design of Additively Manufactured Metamaterials
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Topics: Additive manufacturing, Design, Fatigue, Metamaterials
Proceedings Papers

Optimization of Masking Parameters for Volumetric Material Manufacturing Using Inverse Methods

Benjamin D. Graber, Athanasos P. Iliopoulos, John G. Michopoulos, John C. Steuben, Andrew J. Birnbaum, Nicole A. Apetre, Edward P. Gorzkowski, Eric A. Patterson, Andrew B. Geltmacher
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A008, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117030
https://doi.org/10.1115/DETC2023-117030
View Paper titled, Optimization of Masking Parameters for Volumetric Material Manufacturing Using Inverse Methods
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Topics: Manufacturing, Optimization, Shapes, Cavities, Design, Heating, Heat, Additive manufacturing, Density, Electromagnetic force
Proceedings Papers

Multiphysics Missing Data Synthesis (MiDaS): A Machine-Learning Approach for Mitigating Data Gaps and Artifacts

John C. Steuben, Andrew B. Geltmacher, Steven N. Rodriguez, Benjamin D. Graber, Athanasios P. Iliopoulos, John G. Michopoulos
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A090, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115260
https://doi.org/10.1115/DETC2023-115260
View Paper titled, Multiphysics Missing Data Synthesis (MiDaS): A Machine-Learning Approach for Mitigating Data Gaps and Artifacts
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Topics: Machine learning, Maintenance, Computer simulation, Data acquisition, Engineering simulation, Modeling, Noise (Sound), Simulation, X-rays
Journal Articles

Special Issue: Challenges and Opportunities in Computing Research to Enable Next-Generation Engineering Applications

Janet K. Allen, Ehsan Esfahani, SK Gupta, Balan Gurumoorthy, Bin He, Ying Liu, John G. Michopoulos, Jitesh H. Panchal, Anurag Purwar, Kristina Wärmefjord
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060301.
Paper No: JCISE-23-1453
https://doi.org/10.1115/1.4063437
Published Online: October 19, 2023
View Article titled, Special Issue: Challenges and Opportunities in Computing Research to Enable Next-Generation Engineering Applications
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Topics: Engineering systems and industry applications
Journal Articles

Metacomputing for Directly Computable Multiphysics Models

John G. Michopoulos, Athanasios P. Iliopoulos, John C. Steuben, Nicoleta A. Apetre
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060820.
Paper No: JCISE-23-1241
https://doi.org/10.1115/1.4063103
Published Online: September 14, 2023
View Article titled, Metacomputing for Directly Computable Multiphysics Models
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Topics: Algebra, Anisotropy, Coordinate measuring machines, Modeling, Physics, Semantics, Tensors, Workflow, Computer software, Elasticity
Journal Articles

Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints

John G. Michopoulos, Nicole A. Apetre, Athanasios P. Iliopoulos, John C. Steuben
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030904.
Paper No: JCISE-22-1285
https://doi.org/10.1115/1.4056361
Published Online: December 21, 2022
View Article titled, Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints
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Topics: Adhesives, Damage, Displacement, Temperature, Fracture (Materials), Plasticity, Geometry
Proceedings Papers

Fluid-Solid Coupled Simulation of Hypervelocity Impact and Plasma Formation

Shafquat T. Islam, Wentao Ma, John G. Michopoulos, Kevin Wang
Proc. ASME. HVIS2022, 2022 16th Hypervelocity Impact Symposium, V001T08A001, September 18–22, 2022
Publisher: American Society of Mechanical Engineers
Paper No: HVIS2022-23
https://doi.org/10.1115/HVIS2022-23
View Paper titled, Fluid-Solid Coupled Simulation of Hypervelocity Impact and Plasma Formation
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Topics: Fluids, Plasmas (Ionized gases), Simulation, Projectiles, Collisions (Physics), Fluid dynamics, Computer simulation, Copper, Emissions, Flight
Proceedings Papers

Elasto-Plasticity, Damage and Multiphysics Effects on the Behavior of Adhesive Step Lap Joints

John G. Michopoulos, Nicole A. Apetre, Athanasios P. Iliopoulos, John C. Steuben
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A032, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90996
https://doi.org/10.1115/DETC2022-90996
View Paper titled, Elasto-Plasticity, Damage and Multiphysics Effects on the Behavior of Adhesive Step Lap Joints
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Topics: Adhesives, Damage, Elastoplasticity, Failure, Design, Excitation, Plasticity, Aircraft, Alloys, Engineering design processes
Proceedings Papers

X-Ray Marching for the Computational Modeling of Tomographic Systems Applied to Materials Applications

John C. Steuben, Benjamin D. Graber, Athanasios P. Iliopoulos, John G. Michopoulos
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A035, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91129
https://doi.org/10.1115/DETC2022-91129
View Paper titled, X-Ray Marching for the Computational Modeling of Tomographic Systems Applied to Materials Applications
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Topics: Computer simulation, X-rays, Physics, Dimensions
Proceedings Papers

Localized Dielectric Sintering With Magnetron for Microwave Material Processing

Benjamin D. Graber, Athanasios P. Iliopoulos, John G. Michopoulos, John C. Steuben, Andrew J. Birnbaum, Edward P. Gorzkowski, Eric A. Patterson, Richard P. Fischer, George M. Petrov, Luke A. Johnson
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A037, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91132
https://doi.org/10.1115/DETC2022-91132
View Paper titled, Localized Dielectric Sintering With Magnetron for Microwave Material Processing
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Topics: Materials processing, Microwaves, Sintering, Temperature, Heating, Materials properties, Microwave propagation, Radiation (Physics), Cavities, Ceramics
Proceedings Papers

Towards a Porosity Aware Stochastic Framework for Computing Apparent Mechanical Properties of Additively Manufactured Parts

Athanasios Iliopoulos, Colin A. Stewart, Andrew J. Birnbaum, John C. Steuben, David J. Rowenhorst, John G. Michopoulos
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A018, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90992
https://doi.org/10.1115/DETC2022-90992
View Paper titled, Towards a Porosity Aware Stochastic Framework for Computing Apparent Mechanical Properties of Additively Manufactured Parts
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Topics: Additive manufacturing, Mechanical properties, Porosity, Finite element model, Stress, Equipment performance, Image processing, Metals, Microscopes, Pressure vessels
Proceedings Papers

Controlling Microwave Energy Deposition Using Active Plasma Elements for Material Processing Applications

Benjamin D. Graber, Athanasios P. Iliopoulos, John G. Michopoulos, John C. Steuben, Nicole A. Apetre, George M. Petrov, Luke A. Johnson, Richard P. Fischer, Edward P. Gorzkowski, Eric A. Patterson
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A033, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91096
https://doi.org/10.1115/DETC2022-91096
View Paper titled, Controlling Microwave Energy Deposition Using Active Plasma Elements for Material Processing Applications
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Topics: Materials processing, Microwaves, Plasmas (Ionized gases), Ceramics, Geometry, Heating, Radiation (Physics), Couplings, Finite element analysis, Partial differential equations
eBook Chapter

A Computational Framework for Antibiofouling System Design

Publisher: ASME
Published: 2021
ISBN: 9780791862025
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Topics: Design, Biofouling, Drag (Fluid dynamics), Flow (Dynamics), Fuel consumption, Hull, Maintenance, Microorganisms, Ships
eBook Chapter

Front Matter

Publisher: ASME
Published: 2021
ISBN: 9780791862025
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eBook
Book Cover Image

Advances in Computers and Information in Engineering Research, Volume 2

Publisher: ASME
Published: 2021
ISBN: 9780791862025
Journal Articles

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

John C. Steuben, John G. Michopoulos, Athanasios P. Iliopoulos, Benjamin D. Graber, Andrew J. Birnbaum
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2021, 21(5): 050901.
Paper No: JCISE-20-1256
https://doi.org/10.1115/1.4049760
Published Online: May 10, 2021
View Article titled, Multiscale Tomographic Wave–Matter Interaction Modeling to Enable Artifact-Free Material Defect Reconstruction
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Topics: Geometry, Modeling, Sensors, Simulation, Waves, X-rays, Errors, Algorithms, Wave equations, Computerized tomography
Proceedings Papers

Investigating the Coupled Effects Between Rotor-Blade Aeroelasticity and Tip Vortex Stability

Steven N. Rodriguez, Athanasios P. Iliopoulos, John G. Michopoulos, Justin W. Jaworski
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A001, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22632
https://doi.org/10.1115/DETC2020-22632
View Paper titled, Investigating the Coupled Effects Between Rotor-Blade Aeroelasticity and Tip Vortex Stability
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Topics: Aeroelasticity, Blades, Rotors, Stability, Wake turbulence, Vortices, Wakes, Cycles, Eigenvalues, Fatigue
Proceedings Papers

Inverse Identification of Non-Linear ODEs for the Dynamic Control of Material Testing Systems

Evelyn M. Lunasin, Athanasios P. Iliopoulos, John G. Michopoulos, John C. Steuben
Proc. ASME. IDETC-CIE2020, Volume 9: 40th Computers and Information in Engineering Conference (CIE), V009T09A009, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22434
https://doi.org/10.1115/DETC2020-22434
View Paper titled, Inverse Identification of Non-Linear ODEs for the Dynamic Control of Material Testing Systems
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Topics: Materials testing, Control systems, Deformation, Differential equations, Equations of motion, Mechatronic devices, Noise (Sound), Robotics