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Journal Articles

Special Issue: Design by Data: Cultivating Datasets for Engineering Design

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Faez Ahmed, Cyril Picard, Wei Chen, Christopher McComb, Pingfeng Wang, Ikjin Lee, Tino Stankovic, Douglas Allaire, Stefan Menzel
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. April 2025, 147(4): 040301.
Paper No: MD-25-1085
https://doi.org/10.1115/1.4067871
Published Online: February 28, 2025
View Articletitled, Special Issue: Design by Data: Cultivating Datasets for Engineering Design
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Topics: Design, Engineering design
Journal Articles

An Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization

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Soheyl Massoudi, Cyril Picard, Jürg Schiffmann
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121706.
Paper No: MD-24-1183
https://doi.org/10.1115/1.4065823
Published Online: July 19, 2024
View Articletitled, An Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization
Open the PDF for An Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization in another window
Topics: Artificial neural networks, Bearings, Blades, Compressors, Design, Gas bearings, Manufacturing, Optimization, Robustness, Rotors
Journal Articles

Untrained and Unmatched: Fast and Accurate Zero-Training Classification for Tabular Engineering Data

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Cyril Picard, Faez Ahmed
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2024, 146(9): 091705.
Paper No: MD-23-1678
https://doi.org/10.1115/1.4064811
Published Online: March 5, 2024
View Articletitled, Untrained and Unmatched: Fast and Accurate Zero-Training Classification for Tabular Engineering Data
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Topics: Design, Engineering design, Machine learning, Trains, Algorithms, Tradeoffs, Solar energy, Optimization, Uncertainty
Proceedings Papers

Dated: Guidelines for Creating Synthetic Datasets for Engineering Design Applications

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Cyril Picard, Jürg Schiffmann, Faez Ahmed
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A015, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-111609
https://doi.org/10.1115/DETC2023-111609
View Paper titled, Dated: Guidelines for Creating Synthetic Datasets for Engineering Design Applications
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Topics: Engineering design, Artificial intelligence, Compressors, Design, Sampling methods, Tradeoffs, Turbochargers
Proceedings Papers

An Integrated Approach to Designing Robust Turbocompressors on Gas Bearings Through Surrogate Modeling and Constrained Multi-Objective Optimization

Available to Purchase

Soheyl Massoudi, Cyril Picard, Jürg Schiffmann
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A069, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115201
https://doi.org/10.1115/DETC2023-115201
View Paper titled, An Integrated Approach to Designing Robust Turbocompressors on Gas Bearings Through Surrogate Modeling and Constrained Multi-Objective Optimization
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Topics: Artificial neural networks, Design, Gas bearings, Metamodeling, Pareto optimization
Proceedings Papers

Automated Design Tool for Automotive Control Actuators

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Cyril Picard, Jürg Schiffmann
Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A027, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22390
https://doi.org/10.1115/DETC2020-22390
View Paper titled, Automated Design Tool for Automotive Control Actuators
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Topics: Actuators, Design, Automotive industry, Decision making, Electromechanical actuators, Engineers, Laptop computers, Modeling, Optimization, Packaging
Journal Articles

Erratum: “Data-Driven Predesign Tool for Small-Scale Centrifugal Compressor in Refrigeration” [ASME J. Eng. Gas Turbines Power, 140 (12), p. 121011; DOI: 10.1115/1.4040845 ]

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Violette Mounier, Cyril Picard, Jürg Schiffmann
Journal: Journal of Engineering for Gas Turbines and Power
Publisher: ASME
Article Type: Errata
J. Eng. Gas Turbines Power. October 2019, 141(10): 107001.
Paper No: GTP-19-1255
https://doi.org/10.1115/1.4044050
Published Online: August 2, 2019
View Articletitled, Erratum: “Data-Driven Predesign Tool for Small-Scale Centrifugal Compressor in Refrigeration” [ASME J. Eng. Gas Turbines Power, 140 (12), p. 121011; DOI: 10.1115/1.4040845 ]
Open the PDF for Erratum: “Data-Driven Predesign Tool for Small-Scale Centrifugal Compressor in Refrigeration” [ASME J. Eng. Gas Turbines Power, 140 (12), p. 121011; DOI: 10.1115/1.4040845 ] in another window
Topics: Compressors, Gas turbines, Refrigeration
Proceedings Papers

Data-Driven Pre-Design Tool for Small Scale Centrifugal Compressors in Refrigeration

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Violette Mounier, Cyril Picard, Jürg Schiffmann
Proc. ASME. GT2018, Volume 8: Microturbines, Turbochargers, and Small Turbomachines; Steam Turbines, V008T26A012, June 11–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: GT2018-76349
https://doi.org/10.1115/GT2018-76349
View Paper titled, Data-Driven Pre-Design Tool for Small Scale Centrifugal Compressors in Refrigeration
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Topics: Compressors, Design, Refrigeration, Blades, Geometry, Air conditioners, Bearings, Clearances (Engineering), Exhaust systems, Fluids