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Proceedings Papers

Deep Generative Model-Based Synthesis of Four-Bar Linkage Mechanisms Considering Both Kinematic and Dynamic Conditions

Sumin Lee, Jihoon Kim, Namwoo Kang
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A016, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-114464
https://doi.org/10.1115/DETC2023-114464
View Paper titled, Deep Generative Model-Based Synthesis of Four-Bar Linkage Mechanisms Considering Both Kinematic and Dynamic Conditions
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Topics: Kinematics, Linkages, Design, Torque, Design methodology, Displacement, Generative design, Scalars
Proceedings Papers

Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction

Jangseop Park, Namwoo Kang
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A009, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-113308
https://doi.org/10.1115/DETC2023-113308
View Paper titled, Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction
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Topics: Artificial neural networks, Computer-aided design, Computer-aided engineering, Design, Metamodeling, Optimization
Journal Articles

Deep Generative Design: Integration of Topology Optimization and Generative Models

Sangeun Oh, Yongsu Jung, Seongsin Kim, Ikjin Lee, Namwoo Kang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2019, 141(11): 111405.
Paper No: MD-19-1151
https://doi.org/10.1115/1.4044229
Published Online: September 16, 2019
View Article titled, Deep Generative Design: Integration of Topology Optimization and Generative Models
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Topics: Design, Optimization, Topology
Proceedings Papers

Design Automation by Integrating Generative Adversarial Networks and Topology Optimization

Sangeun Oh, Yongsu Jung, Ikjin Lee, Namwoo Kang
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A008, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85506
https://doi.org/10.1115/DETC2018-85506
View Paper titled, Design Automation by Integrating Generative Adversarial Networks and Topology Optimization
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Topics: Design automation, Optimization, Topology, Design, Automobiles, Machinery, Product design, Wheels
Journal Articles

Robustness and Real Options for Vehicle Design and Investment Decisions Under Gas Price and Regulatory Uncertainties

Namwoo Kang, Alparslan Emrah Bayrak, Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2018, 140(10): 101404.
Paper No: MD-17-1772
https://doi.org/10.1115/1.4040629
Published Online: July 31, 2018
View Article titled, Robustness and Real Options for Vehicle Design and Investment Decisions Under Gas Price and Regulatory Uncertainties
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Topics: Corporate average fuel economy, Design, Gasoline, Optimization, Robustness, Uncertainty, Vehicles, Automotive design, Tradeoffs, Simulation
Proceedings Papers

Reliability-Based Design Optimization (RBDO) for Electric Vehicle Market Systems

Ungki Lee, Namwoo Kang, Ikjin Lee
Proc. ASME. IDETC-CIE2017, Volume 2A: 43rd Design Automation Conference, V02AT03A038, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-68045
https://doi.org/10.1115/DETC2017-68045
View Paper titled, Reliability-Based Design Optimization (RBDO) for Electric Vehicle Market Systems
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Topics: Electric vehicles, Reliability-based optimization, Design, Uncertainty, Batteries, Battery life, Engineering systems and industry applications, Failure, Preferences, Product design
Proceedings Papers

A Real Options Approach to Hybrid Electric Vehicle Architecture Design for Flexibility

Namwoo Kang, Alparslan Emrah Bayrak, Panos Y. Papalambros
Proc. ASME. IDETC-CIE2016, Volume 2A: 42nd Design Automation Conference, V02AT03A041, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60247
https://doi.org/10.1115/DETC2016-60247
View Paper titled, A Real Options Approach to Hybrid Electric Vehicle Architecture Design for Flexibility
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Topics: Design, Hybrid electric vehicles, Volatility, Architecture, Gears, Product design, Uncertainty, Vehicles
Journal Articles

Autonomous Electric Vehicle Sharing System Design

Namwoo Kang, Fred M. Feinberg, Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. January 2017, 139(1): 011402.
Paper No: MD-16-1244
https://doi.org/10.1115/1.4034471
Published Online: October 11, 2016
View Article titled, Autonomous Electric Vehicle Sharing System Design
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Topics: Design, Optimization, Vehicles, Electric vehicles, Artificial neural networks, Batteries
Journal Articles

Decomposition-Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design

Alparslan Emrah Bayrak, Namwoo Kang, Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2016, 138(7): 071405.
Paper No: MD-15-1796
https://doi.org/10.1115/1.4033655
Published Online: June 3, 2016
View Article titled, Decomposition-Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design
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Topics: Design, Optimization, Architecture
Proceedings Papers

Decomposition-Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design

Alparslan Emrah Bayrak, Namwoo Kang, Panos Y. Papalambros
Proc. ASME. IDETC-CIE2015, Volume 2B: 41st Design Automation Conference, V02BT03A032, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46861
https://doi.org/10.1115/DETC2015-46861
View Paper titled, Decomposition-Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design
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Topics: Architecture, Design, Optimization, Vehicles, Planetary gears, Automobiles, Flow (Dynamics), Hybrid electric vehicles
Proceedings Papers

Autonomous Electric Vehicle Sharing System Design

Namwoo Kang, Fred M. Feinberg, Panos Y. Papalambros
Proc. ASME. IDETC-CIE2015, Volume 2A: 41st Design Automation Conference, V02AT03A034, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46491
https://doi.org/10.1115/DETC2015-46491
View Paper titled, Autonomous Electric Vehicle Sharing System Design
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Topics: Design, Electric vehicles, Vehicles, Artificial neural networks, Batteries, Emissions, Optimization, Profitability, Sustainability, Transportation systems
Journal Articles

Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design

Namwoo Kang, Fred M. Feinberg, Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. June 2015, 137(6): 061402.
Paper No: MD-14-1638
https://doi.org/10.1115/1.4029894
Published Online: June 1, 2015
View Article titled, Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design
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Topics: Batteries, Decision making, Design, Vehicles, Flow (Dynamics)
Proceedings Papers

Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design

Namwoo Kang, Fred M. Feinberg, Panos Y. Papalambros
Proc. ASME. IDETC-CIE2014, Volume 2A: 40th Design Automation Conference, V02AT03A035, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-35270
https://doi.org/10.1115/DETC2014-35270
View Paper titled, Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design
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Topics: Decision making, Design, Electric vehicles, Batteries, Governments, Optimization, Profitability, Vehicles