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Alparslan Emrah Bayrak
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Proceedings Papers

Distributed Multi-Agent Bayesian Optimization for Unknown Design Space Exploration

Siyu Chen, Alparslan Emrah Bayrak, Zhenghui Sha
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A040, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143377
https://doi.org/10.1115/DETC2024-143377
View Paper titled, Distributed Multi-Agent Bayesian Optimization for Unknown Design Space Exploration
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Topics: Design, Multi-agent systems, Optimization
Journal Articles

A Cost-Aware Multi-Agent System for Black-Box Design Space Exploration

Siyu Chen, Alparslan Emrah Bayrak, Zhenghui Sha
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 011703.
Paper No: MD-23-1893
https://doi.org/10.1115/1.4065914
Published Online: August 21, 2024
View Article titled, A Cost-Aware Multi-Agent System for Black-Box Design Space Exploration
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Topics: Design
Journal Articles

Trust, Workload, and Performance in Human–Artificial Intelligence Partnering: The Role of Artificial Intelligence Attributes in Solving Classification Problems

Mostaan Lotfalian Saremi, Isabella Ziv, Onur Asan, Alparslan Emrah Bayrak
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 011702.
Paper No: MD-24-1099
https://doi.org/10.1115/1.4065916
Published Online: July 23, 2024
View Article titled, Trust, Workload, and Performance in Human–Artificial Intelligence Partnering: The Role of Artificial Intelligence Attributes in Solving Classification Problems
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Topics: Artificial intelligence, Design, Robustness, Transparency, Performance
Proceedings Papers

Multi-Agent Bayesian Optimization for Unknown Design Space Exploration

Siyu Chen, Alparslan Emrah Bayrak, Zhenghui Sha
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A047, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115112
https://doi.org/10.1115/DETC2023-115112
View Paper titled, Multi-Agent Bayesian Optimization for Unknown Design Space Exploration
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Topics: Design, Optimization, Teams
Proceedings Papers

A Two-Timescale Reinforcement Learning Approach for Control Co-Design Problems

Eddieb Sadat, Mostaan Lotfalian Saremi, Alparslan Emrah Bayrak
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A003, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116567
https://doi.org/10.1115/DETC2023-116567
View Paper titled, A Two-Timescale Reinforcement Learning Approach for Control Co-Design Problems
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Topics: Design, Reinforcement learning
Proceedings Papers

Agent-Based Simulation of Optimal Trust in a Decision Support System in One-on-One Collaboration

Mostaan Lotfalian Saremi, Alparslan Emrah Bayrak
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A021, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90770
https://doi.org/10.1115/DETC2022-90770
View Paper titled, Agent-Based Simulation of Optimal Trust in a Decision Support System in One-on-One Collaboration
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Topics: Collaboration, Simulation, Decision making, Simulation models
Proceedings Papers

Systems Thinking Assessment: A Method Through Computer Simulation

Ross D. Arnold, Jon P. Wade, Alparslan Emrah Bayrak
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A068, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-68180
https://doi.org/10.1115/DETC2021-68180
View Paper titled, Systems Thinking Assessment: A Method Through Computer Simulation
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Topics: Competencies, Computer simulation, Computer software, Design, Engineering education, Feedback, Regression analysis, Simulation, Students, System dynamics
Proceedings Papers

A Survey of Important Factors in Human - Artificial Intelligence Trust for Engineering System Design

Mostaan Lotfalian Saremi, Alparslan Emrah Bayrak
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A056, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70550
https://doi.org/10.1115/DETC2021-70550
View Paper titled, A Survey of Important Factors in Human - Artificial Intelligence Trust for Engineering System Design
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Topics: Artificial intelligence, Design, Engineering systems and industry applications, Engineering design, Decision making
Journal Articles

Integrating Sequence Learning and Game Theory to Predict Design Decisions Under Competition

Alparslan Emrah Bayrak, Zhenghui Sha
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2021, 143(5): 051401.
Paper No: MD-20-1198
https://doi.org/10.1115/1.4048222
Published Online: October 28, 2020
View Article titled, Integrating Sequence Learning and Game Theory to Predict Design Decisions Under Competition
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Topics: Design, Optimization
Proceedings Papers

A Differential Game Approach to Dynamic Competitive Decisions Toward Human-Computer Collaboration

Alparslan Emrah Bayrak, Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2019, Volume 7: 31st International Conference on Design Theory and Methodology, V007T06A017, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97619
https://doi.org/10.1115/DETC2019-97619
View Paper titled, A Differential Game Approach to Dynamic Competitive Decisions Toward Human-Computer Collaboration
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Topics: Collaboration, Computers
Proceedings Papers

Operational and Strategic Decisions in Engineering Design Games

Paul T. Grogan, Alparslan Emrah Bayrak
Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A024, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85317
https://doi.org/10.1115/DETC2018-85317
View Paper titled, Operational and Strategic Decisions in Engineering Design Games
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Topics: Engineering design, Design, Stress, Collaboration, Decision making, Sustainability, Tradeoffs, Uncertainty
Proceedings Papers

A Sensitivity Based Heuristic for Optimal Blade Arrangement in a Linear Mistuned Rotor

Mainak Mitra, Alparslan Emrah Bayrak, Stefano Zucca, Bogdan I. Epureanu
Proc. ASME. GT2018, Volume 2D: Turbomachinery, V02DT46A007, June 11–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: GT2018-75542
https://doi.org/10.1115/GT2018-75542
View Paper titled, A Sensitivity Based Heuristic for Optimal Blade Arrangement in a Linear Mistuned Rotor
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Topics: Blades, Rotors, Optimization, Disks, Design, Dynamic response, Genetic algorithms, Materials properties
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

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

Topology Generation for Hybrid Electric Vehicle Architecture Design

Alparslan Emrah Bayrak, Yi Ren, Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. August 2016, 138(8): 081401.
Paper No: MD-15-1800
https://doi.org/10.1115/1.4033656
Published Online: June 13, 2016
View Article titled, Topology Generation for Hybrid Electric Vehicle Architecture Design
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Topics: Architecture, Design, Engines, Junctions, Vehicles, Hybrid electric vehicles, Gears
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
Journal Articles

EcoRacer: Game-Based Optimal Electric Vehicle Design and Driver Control Using Human Players

Yi Ren, Alparslan Emrah Bayrak, Panos Y. Papalambros
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. June 2016, 138(6): 061407.
Paper No: MD-15-1665
https://doi.org/10.1115/1.4033426
Published Online: May 6, 2016
View Article titled, EcoRacer: Game-Based Optimal Electric Vehicle Design and Driver Control Using Human Players
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Topics: Algorithms, Design, Optimization
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

ecoRacer: Game-Based Optimal Electric Vehicle Design and Driver Control Using Human Players

Yi Ren, Alparslan Emrah Bayrak, Panos Y. Papalambros
Proc. ASME. IDETC-CIE2015, Volume 2A: 41st Design Automation Conference, V02AT03A009, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46836
https://doi.org/10.1115/DETC2015-46836
View Paper titled, ecoRacer: Game-Based Optimal Electric Vehicle Design and Driver Control Using Human Players
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Topics: Design, Electric vehicles, Algorithms, Optimization, Computation
Proceedings Papers

Optimal Dual-Mode Hybrid Electric Vehicle Powertrain Architecture Design for a Variety of Loading Scenarios

Alparslan Emrah Bayrak, Yi Ren, Panos Y. Papalambros
Proc. ASME. IDETC-CIE2014, Volume 3: 16th International Conference on Advanced Vehicle Technologies; 11th International Conference on Design Education; 7th Frontiers in Biomedical Devices, V003T01A005, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-34897
https://doi.org/10.1115/DETC2014-34897
View Paper titled, Optimal Dual-Mode Hybrid Electric Vehicle Powertrain Architecture Design for a Variety of Loading Scenarios
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Topics: Design, Hybrid electric vehicles, Vehicles, Accounting, Architecture, Automobiles, Defense industry, Engines, Fuel efficiency, Motors