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Adrian Butscher
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Proceedings Papers

Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction

Saeid Bayat, Nastaran Shahmansouri, Satya RT Peddada, Alexander Tessier, Adrian Butscher, James T. Allison
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A021, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143660
https://doi.org/10.1115/DETC2024-143660
View Paper titled, Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction
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Topics: Design, Fluids, Graph neural networks, Optimal control, System architecture, Thermal management
Proceedings Papers

Multi-Split Configuration Design for Fluid-Based Thermal Management Systems

Saeid Bayat, Nastaran Shahmansouri, Satya RT Peddada, Alex Tessier, Adrian Butscher, James T. Allison
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A005, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143578
https://doi.org/10.1115/DETC2024-143578
View Paper titled, Multi-Split Configuration Design for Fluid-Based Thermal Management Systems
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Topics: Design, Fluids, Thermal management
Proceedings Papers

Extracting Design Knowledge From Optimization Data: Application to Multi-Split Thermal Management System Configuration

Saeid Bayat, Nastaran Shahmansouri, Satya R. T. Peddada, Alex Tessier, Adrian Butscher, James T. Allison
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A053, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143065
https://doi.org/10.1115/DETC2024-143065
View Paper titled, Extracting Design Knowledge From Optimization Data: Application to Multi-Split Thermal Management System Configuration
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Topics: Design, Optimization, Thermal management
Journal Articles

Multi-Split Configuration Design for Fluid-Based Thermal Management Systems

Saeid Bayat, Nastaran Shahmansouri, Satya R. T. Peddada, Alexander Tessier, Adrian Butscher, James T. Allison
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2025, 147(2): 021705.
Paper No: MD-24-1048
https://doi.org/10.1115/1.4066425
Published Online: September 26, 2024
View Article titled, Multi-Split Configuration Design for Fluid-Based Thermal Management Systems
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Topics: Architecture, Design, Flow (Dynamics), Fluids, Heat, Junctions, Modeling, Optimization, Stress, Temperature