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James Hardin
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Journal Articles

Scalar Field Prediction on Meshes Using Interpolated Multiresolution Convolutional Neural Networks

Kevin Ferguson, Andrew Gillman, James Hardin, Levent Burak Kara
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. October 2024, 91(10): 101002.
Paper No: JAM-23-1429
https://doi.org/10.1115/1.4065782
Published Online: July 12, 2024
View Article titled, Scalar Field Prediction on Meshes Using Interpolated Multiresolution Convolutional Neural Networks
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Topics: Convolutional neural networks, Interpolation, Scalar field theory, Shapes, Stress, Temperature, Testing, Finite element analysis, Resolution (Optics), Geometry
Proceedings Papers

Scalar Field Prediction on Topologically-Varying Graphs Using Spectral Shape Encoding

Kevin Ferguson, James Hardin, Andrew Gillman, Levent Burak Kara
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A017, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91209
https://doi.org/10.1115/DETC2022-91209
View Paper titled, Scalar Field Prediction on Topologically-Varying Graphs Using Spectral Shape Encoding
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Topics: Encryption, Scalar field theory, Shapes, Stress, Finite element analysis, Temperature, Topology, Design, Engineering design, Finite element methods
Proceedings Papers

Design Exploration of a Return Channel for Multistage Centrifugal Compressors

Vishal Jariwala, Louis Larosiliere, James Hardin
Proc. ASME. GT2016, Volume 2D: Turbomachinery, V02DT42A032, June 13–17, 2016
Publisher: American Society of Mechanical Engineers
Paper No: GT2016-57777
https://doi.org/10.1115/GT2016-57777
View Paper titled, Design Exploration of a Return Channel for Multistage Centrifugal Compressors
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Topics: Compressors, Design, Computational fluid dynamics, Degrees of freedom, Flow (Dynamics), Guide vanes, Parametric design, Pressure
Proceedings Papers

Dynamic Stress Prediction in Centrifugal Compressor Blades Using Fluid Structure Interaction

Andrew H. Lerche, J. Jeffrey Moore, Nicholas M. White, James Hardin
Proc. ASME. GT2012, Volume 6: Oil and Gas Applications; Concentrating Solar Power Plants; Steam Turbines; Wind Energy, 191-200, June 11–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: GT2012-69933
https://doi.org/10.1115/GT2012-69933
View Paper titled, Dynamic Stress Prediction in Centrifugal Compressor Blades Using Fluid Structure Interaction
Open the PDF for Dynamic Stress Prediction in Centrifugal Compressor Blades Using Fluid Structure Interaction in another window
Topics: Blades, Compressors, Fluid structure interaction, Stress, Impellers, Failure, Vibration, Design, Excitation, Fluids