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Carolyn C. Seepersad
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Proceedings Papers

Data-Driven Multifidelity Topology Design With a Latent Crossover Operation

Taisei Kii, Kentaro Yaji, Kikuo Fujita, Zhenghui Sha, Carolyn C. Seepersad
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A037, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-111079
https://doi.org/10.1115/DETC2023-111079
View Paper titled, Data-Driven Multifidelity Topology Design With a Latent Crossover Operation
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Topics: Design, Stress, Topology, Topology optimization, Dimensions, Evolutionary algorithms, Manifolds, Stability, Structural analysis, Structural mechanics
Journal Articles

Multiphysics Design Optimization via Generative Adversarial Networks

Hesaneh Kazemi, Carolyn C. Seepersad, H. Alicia Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 121702.
Paper No: MD-22-1445
https://doi.org/10.1115/1.4055377
Published Online: October 6, 2022
View Article titled, Multiphysics Design Optimization via Generative Adversarial Networks
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Topics: Design, Heat conduction, Optimization, Topology, Physics
Journal Articles

Lattice Structure Optimization With Orientation-Dependent Material Properties

Conner Sharpe, Carolyn C. Seepersad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2021, 143(9): 091708.
Paper No: MD-20-1473
https://doi.org/10.1115/1.4050299
Published Online: March 24, 2021
View Article titled, Lattice Structure Optimization With Orientation-Dependent Material Properties
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Topics: Design, Optimization, Rotation, Struts (Engineering), Materials properties, Stiffness, Geometry
Proceedings Papers

Visualizing and Evaluating High-Dimensional Mappings of Sets of High Performance Designs

Clinton B. Morris, Michael R. Haberman, Carolyn C. Seepersad
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A060, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97722
https://doi.org/10.1115/DETC2019-97722
View Paper titled, Visualizing and Evaluating High-Dimensional Mappings of Sets of High Performance Designs
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Topics: Design, Design automation, Dimensions, Metamaterials, Preservation, Space, Space frame structures, Stiffness, Visualization
Proceedings Papers

Efficient Identification of Promising Regions in High-Dimensional Design Spaces With Multilevel Materials Design Applications

Clinton Morris, Carolyn C. Seepersad
Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A003, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85273
https://doi.org/10.1115/DETC2018-85273
View Paper titled, Efficient Identification of Promising Regions in High-Dimensional Design Spaces With Multilevel Materials Design Applications
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Topics: Design, Space, Dimensions, Machine learning, Metamaterials, Space frame structures, Stiffness
Proceedings Papers

Design Exploration of Reliably Manufacturable Materials and Structures With Applications to a Microstereolithography System

Clinton Morris, Carolyn C. Seepersad
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A030, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85272
https://doi.org/10.1115/DETC2018-85272
View Paper titled, Design Exploration of Reliably Manufacturable Materials and Structures With Applications to a Microstereolithography System
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Topics: Design, Manufacturing, Stiffness, Materials properties, Metamaterials, Accounting, Additive manufacturing, Composite materials, Dimensions, Geometry
Journal Articles

Design Exploration of Reliably Manufacturable Materials and Structures With Applications to Negative Stiffness Metamaterials and Microstereolithography

Clinton Morris, Logan Bekker, Michael R. Haberman, Carolyn C. Seepersad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2018, 140(11): 111415.
Paper No: MD-18-1286
https://doi.org/10.1115/1.4041251
Published Online: September 12, 2018
View Article titled, Design Exploration of Reliably Manufacturable Materials and Structures With Applications to Negative Stiffness Metamaterials and Microstereolithography
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Topics: Design, Manufacturing, Metamaterials, Stiffness
Journal Articles

The Characteristics of Innovative, Mechanical Products—10 Years Later

Katja Hölttä-Otto, Kevin Otto, Chaoyang Song, Jianxi Luo, Timothy Li, Carolyn C. Seepersad, Warren Seering
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. August 2018, 140(8): 084501.
Paper No: MD-17-1740
https://doi.org/10.1115/1.4039851
Published Online: May 28, 2018
View Article titled, The Characteristics of Innovative, Mechanical Products—10 Years Later
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Topics: Innovation, Mechanical products
Proceedings Papers

Identification of High Performance Regions of High-Dimensional Design Spaces With Materials Design Applications

Clinton Morris, Carolyn C. Seepersad
Proc. ASME. IDETC-CIE2017, Volume 2B: 43rd Design Automation Conference, V02BT03A007, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67769
https://doi.org/10.1115/DETC2017-67769
View Paper titled, Identification of High Performance Regions of High-Dimensional Design Spaces With Materials Design Applications
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Topics: Design, Space, Dimensions, Visualization
Proceedings Papers

Crowdsourcing the Evaluation of Design Concepts With Empathic Priming

Michelle A. Pang, Carolyn C. Seepersad
Proc. ASME. IDETC-CIE2016, Volume 7: 28th International Conference on Design Theory and Methodology, V007T06A004, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59417
https://doi.org/10.1115/DETC2016-59417
View Paper titled, Crowdsourcing the Evaluation of Design Concepts With Empathic Priming
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Topics: Design
Proceedings Papers

A Set-Based Method for Multilevel Design of Materials and Structures With Manufacturing Uncertainty

Clinton Morris, Carolyn C. Seepersad, Michael R. Haberman
Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A006, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59401
https://doi.org/10.1115/DETC2016-59401
View Paper titled, A Set-Based Method for Multilevel Design of Materials and Structures With Manufacturing Uncertainty
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Topics: Design, Manufacturing, Uncertainty, Composite materials, Statistical distributions, Stiffness, Density, Dimensions, Robustness
Journal Articles

Hierarchical Design of Negative Stiffness Metamaterials Using a Bayesian Network Classifier

Jordan Matthews, Timothy Klatt, Clinton Morris, Carolyn C. Seepersad, Michael Haberman, David Shahan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. April 2016, 138(4): 041404.
Paper No: MD-15-1576
https://doi.org/10.1115/1.4032774
Published Online: March 4, 2016
View Article titled, Hierarchical Design of Negative Stiffness Metamaterials Using a Bayesian Network Classifier
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Topics: Design, Stiffness, Metamaterials, Modeling, Microscale devices
Proceedings Papers

The Importance of Contextual Factors in Determining the Greenhouse Gas Emission Impacts of Solar Photovoltaic Systems

Julia M. O’Rourke, Carolyn C. Seepersad
Proc. ASME. IDETC-CIE2015, Volume 2A: 41st Design Automation Conference, V02AT03A024, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-46471
https://doi.org/10.1115/DETC2015-46471
View Paper titled, The Importance of Contextual Factors in Determining the Greenhouse Gas Emission Impacts of Solar Photovoltaic Systems
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Topics: Emissions, Photovoltaic power systems, Solar energy, Climate change, Governments, Life cycle greenhouse gas emissions, Manufacturing
Journal Articles

Special Issue: Design for Additive Manufacturing: A Paradigm Shift in Design, Fabrication, and Qualification

David W. Rosen, Carolyn C. Seepersad, Timothy W. Simpson, Christopher B. Williams
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. November 2015, 137(11): 110301.
Paper No: MD-15-1584
https://doi.org/10.1115/1.4031470
Published Online: October 12, 2015
View Article titled, Special Issue: Design for Additive Manufacturing: A Paradigm Shift in Design, Fabrication, and Qualification
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Topics: Additive manufacturing, Design, Manufacturing
Journal Articles

Toward a Methodology for Systematically Generating Energy- and Materials-Efficient Concepts Using Biological Analogies

Julia M. O'Rourke, Carolyn C. Seepersad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. September 2015, 137(9): 091101.
Paper No: MD-15-1168
https://doi.org/10.1115/1.4030877
Published Online: September 1, 2015
View Article titled, Toward a Methodology for Systematically Generating Energy- and Materials-Efficient Concepts Using Biological Analogies
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Topics: Biology, Design, Sustainability, Optimization, Biomimetics
Proceedings Papers

Creation of Empathic Lead Users From Non-Users via Simulated Lead User Experiences

Meagan R. Vaughan, Carolyn C. Seepersad, Richard H. Crawford
Proc. ASME. IDETC-CIE2014, Volume 7: 2nd Biennial International Conference on Dynamics for Design; 26th International Conference on Design Theory and Methodology, V007T07A048, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-35052
https://doi.org/10.1115/DETC2014-35052
View Paper titled, Creation of Empathic Lead Users From Non-Users via Simulated Lead User Experiences
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Topics: Artificial limbs, Design, Developing nations, Engineers, Product design
Proceedings Papers

Bayesian Network Classifiers and Design Flexibility Metrics for Set-Based, Multiscale Design With Materials Design Applications

Jordan Matthews, Timothy Klatt, Carolyn C. Seepersad, Michael Haberman, David Shahan
Proc. ASME. IDETC-CIE2014, Volume 2B: 40th Design Automation Conference, V02BT03A008, August 17–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DETC2014-34436
https://doi.org/10.1115/DETC2014-34436
View Paper titled, Bayesian Network Classifiers and Design Flexibility Metrics for Set-Based, Multiscale Design With Materials Design Applications
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Topics: Design, Composite materials, Modeling, Stiffness, Arches, Errors, Microscale devices, Space
Journal Articles

Probabilistic Graphical Modeling of Use Stage Energy Consumption: A Lightweight Vehicle Example

Cassandra Telenko, Carolyn C. Seepersad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2014, 136(10): 101403.
Paper No: MD-13-1411
https://doi.org/10.1115/1.4027983
Published Online: July 31, 2014
View Article titled, Probabilistic Graphical Modeling of Use Stage Energy Consumption: A Lightweight Vehicle Example
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Topics: Platinum group metals, Vehicles, Energy consumption
Proceedings Papers

Examining Efficiency in Bioinspired Design

Julia M. O’Rourke, Carolyn C. Seepersad
Proc. ASME. IDETC-CIE2013, Volume 5: 25th International Conference on Design Theory and Methodology; ASME 2013 Power Transmission and Gearing Conference, V005T06A006, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13147
https://doi.org/10.1115/DETC2013-13147
View Paper titled, Examining Efficiency in Bioinspired Design
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Topics: Biomimetics, Design, Sustainability, Biology, Green design
Proceedings Papers

Classifier-Guided Sampling for Discrete Variable, Discontinuous Design Space Exploration

David W. Shahan, Peter B. Backlund, Carolyn C. Seepersad
Proc. ASME. IDETC-CIE2013, Volume 3B: 39th Design Automation Conference, V03BT03A016, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13138
https://doi.org/10.1115/DETC2013-13138
View Paper titled, Classifier-Guided Sampling for Discrete Variable, Discontinuous Design Space Exploration
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Topics: Design, Statistical distributions, Algorithms, Density, Optimization, Simulation, Uncertainty