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Philip S. Beran
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Proceedings Papers

Investigation of Analysis and Gradient-Based Design Optimization Using Neural Networks

Kazuko W. Fuchi, Eric M. Wolf, David S. Makhija, Nathan A. Wukie, Christopher R. Schrock, Philip S. Beran
Proc. ASME. SMASIS2020, ASME 2020 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, V001T08A002, September 15, 2020
Publisher: American Society of Mechanical Engineers
Paper No: SMASIS2020-2241
https://doi.org/10.1115/SMASIS2020-2241
View Paper titled, Investigation of Analysis and Gradient-Based Design Optimization Using Neural Networks
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Topics: Artificial neural networks, Design, Optimization, Boundary-value problems, Differential equations, Errors, Heat, Heat transfer, Meshfree methods, Physics
Proceedings Papers

Design-Oriented Multifidelity Fluid Simulation Using Machine Learned Fidelity Mapping

Kazuko Fuchi, Eric M. Wolf, David S. Makhija, Nathan A. Wukie, Christopher R. Schrock, Philip S. Beran
Proc. ASME. SMASIS2019, ASME 2019 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, V001T04A003, September 9–11, 2019
Publisher: American Society of Mechanical Engineers
Paper No: SMASIS2019-5515
https://doi.org/10.1115/SMASIS2019-5515
View Paper titled, Design-Oriented Multifidelity Fluid Simulation Using Machine Learned Fidelity Mapping
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Topics: Design, Fluids, Machinery, Simulation, Machine learning, Algorithms, Cylinders, Flow (Dynamics), Physics, Complex systems
Proceedings Papers

Graph-Based Interpretation of L-System Encodings Toward Aeroelastic Topology Optimization of a Morphing Airfoil in Supersonic Flow

Brent R. Bielefeldt, Darren J. Hartl, Joshua D. Hodson, Gregory W. Reich, Philip S. Beran, Alexander M. Pankonien, Joshua D. Deaton
Proc. ASME. SMASIS2019, ASME 2019 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, V001T04A013, September 9–11, 2019
Publisher: American Society of Mechanical Engineers
Paper No: SMASIS2019-5609
https://doi.org/10.1115/SMASIS2019-5609
View Paper titled, Graph-Based Interpretation of L-System Encodings Toward Aeroelastic Topology Optimization of a Morphing Airfoil in Supersonic Flow
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Topics: Airfoils, Optimization, Supersonic flow, Topology, Design, Actuators, Aircraft, Algorithms, Biomimetics, Spar platforms
Journal Articles

L-System-Generated Mechanism Topology Optimization Using Graph-Based Interpretation

Brent R. Bielefeldt, Ergun Akleman, Gregory W. Reich, Philip S. Beran, Darren J. Hartl
Journal: Journal of Mechanisms and Robotics
Publisher: ASME
Article Type: Research-Article
J. Mechanisms Robotics. April 2019, 11(2): 020905.
Paper No: JMR-18-1369
https://doi.org/10.1115/1.4042512
Published Online: February 22, 2019
View Article titled, L-System-Generated Mechanism Topology Optimization Using Graph-Based Interpretation
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Topics: Design, Optimization, Topology
Proceedings Papers

Reduced Order Modeling of Limit Cycle Oscillation for Aeroelasticity Systems

Philip S. Beran, David J. Lucia, Chris L. Pettit
Proc. ASME. IMECE2002, 5th International Symposium on Fluid Structure Interaction, Aeroelasticity, and Flow Induced Vibration and Noise, 13-24, November 17–22, 2002
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2002-32954
https://doi.org/10.1115/IMECE2002-32954
View Paper titled, Reduced Order Modeling of Limit Cycle Oscillation for Aeroelasticity Systems
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Topics: Aeroelasticity, Limit cycles, Modeling, Oscillations, Aerodynamics, Deflection, Degrees of freedom, Dynamics (Mechanics), Fluids, Galerkin method