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Proceedings Papers

An Algorithm for Multi-Objective Efficient Parametric Optimization

Jonathan M. Weaver-Rosen, Richard J. Malak, Jr.

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A024, August 14–17, 2022

Paper No: DETC2022-88567

DOI: https://doi.org/10.1115/DETC2022-88567

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Topics: Algorithms, Optimization, Engineering design, Optimization algorithms, Design

Proceedings Papers

Generalization of Manufacturability Algorithms for Fabricated Assemblies Based on Topology Optimization

Satchit Ramnath, Jami J. Shah, Duane Detwiler

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A015, August 14–17, 2022

Paper No: DETC2022-90110

DOI: https://doi.org/10.1115/DETC2022-90110

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Topics: Algorithms, Manufacturing, Optimization, Topology

Proceedings Papers

Automated and Customized CAD Drawings by Utilizing Machine Learning Algorithms: A Case Study

Javier Villena Toro, Mehdi Tarkian

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A040, August 14–17, 2022

Paper No: DETC2022-88971

DOI: https://doi.org/10.1115/DETC2022-88971

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Topics: Algorithms, Computer-aided design, Engineering drawings, Machine learning, Artificial neural networks, Computer software, Dimensions, Geometry, Personnel management, Trains

Proceedings Papers

Design Target Achievement Index: A Differentiable Metric to Enhance Deep Generative Models in Multi-Objective Inverse Design

Lyle Regenwetter, Faez Ahmed

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A046, August 14–17, 2022

Paper No: DETC2022-91344

DOI: https://doi.org/10.1115/DETC2022-91344

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Topics: Design, Algorithms, Bicycles, Machine learning

Proceedings Papers

Ship Deck Object Placement Optimization Using a Many-Objective Bilevel Approach

Noah J. Bagazinski, Faez Ahmed

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A036, August 14–17, 2022

Paper No: DETC2022-89797

DOI: https://doi.org/10.1115/DETC2022-89797

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Topics: Optimization, Ships, Design, Packing (Shipments), Packings (Cushioning), Algorithms, Architects, Hull, Shapes, Stability

Proceedings Papers

Self Learning Design Agent (SLDA): Enabling Deep Learning and Tree Search in Complex Action Spaces

Ayush Raina, Jonathan Cagan, Christopher McComb

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A043, August 14–17, 2022

Paper No: DETC2022-89740

DOI: https://doi.org/10.1115/DETC2022-89740

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Topics: Design, Space, Algorithms, Artificial intelligence, Boundary-value problems, Data-driven design, Design automation, Trusses (Building)

Proceedings Papers

Anomaly Detection of Laser Powder Bed Fusion Melt Pool Images Using Combined Unsupervised and Supervised Learning Methods

Matthew M. Sato, Vivian Wen Hui Wong, Kincho H. Law, Ho Yeung, Zhuo Yang, Brandon Lane, Paul Witherell

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A070, August 14–17, 2022

Paper No: DETC2022-88313

DOI: https://doi.org/10.1115/DETC2022-88313

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Topics: Additive manufacturing, Artificial neural networks, Lasers, Algorithms, Machine learning, Machinery, Manufacturing, Metals, Process control, Shapes

Proceedings Papers

Finding Optimal Sequence of Mobile Manipulator Placements for Automated Coverage Planning of Large Complex Parts

Rishi Malhan, Satyandra K. Gupta

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A006, August 14–17, 2022

Paper No: DETC2022-90105

DOI: https://doi.org/10.1115/DETC2022-90105

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Topics: Manipulators, Sensors, Robotics, Uncertainty, Algorithms, Computation, Construction, Degrees of freedom, Geometry, Kinematics

Proceedings Papers

Context-Aware Industrial Robot Testing: Low-Cost Virtual Prototyping Environment

Alessandro Pozzi, Luca Puricelli, Marco Rossoni, Elena Spadoni, Marina Carulli, Monica Bordegoni, Giorgio Colombo

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A056, August 14–17, 2022

Paper No: DETC2022-88794

DOI: https://doi.org/10.1115/DETC2022-88794

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Topics: Robots, Testing, Virtual reality, Algorithms, Bridges (Structures), Cutting, Kinematics, Robotics, Simulation, Trajectories (Physics)

Proceedings Papers

A Parallel Multi-Constraint Topology Optimization Solver

Adrian Diaz, Nathaniel Morgan, John Bernardin

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A034, August 14–17, 2022

Paper No: DETC2022-89514

DOI: https://doi.org/10.1115/DETC2022-89514

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Topics: Optimization, Topology, Algorithms, Bearings, Density, Design, Equilibrium (Physics), Errors, Filters, Finite element analysis

Proceedings Papers

Dynamic 3D Mesh Reconstruction Based on Nonrigid Iterative Closest-Farthest Points Registration

Farzam Tajdari, Felix Kwa, Christiaan Versteegh, Toon Huysmans, Yu Song

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A051, August 14–17, 2022

Paper No: DETC2022-90073

DOI: https://doi.org/10.1115/DETC2022-90073

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Topics: Algorithms, Design, Fittings, Noise (Sound), Probability, Workflow

Proceedings Papers

A Constraint-Handling Technique for Parametric Optimization and Control Co-Design

Ying-Kuan Tsai, Richard J. Malak, Jr.

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A009, August 14–17, 2022

Paper No: DETC2022-89957

DOI: https://doi.org/10.1115/DETC2022-89957

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Topics: Design, Optimization, Genetic algorithms, Pendulums, Support vector machines, Algorithms, Control equipment, Control systems, Dynamics (Mechanics), Machine learning

Proceedings Papers

Optimal Position of Cameras Design in a 4D Foot Scanner

Farzam Tajdari, Christiaan Eijck, Felix Kwa, Christiaan Versteegh, Toon Huysmans, Yu Song

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A044, August 14–17, 2022

Paper No: DETC2022-89145

DOI: https://doi.org/10.1115/DETC2022-89145

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Topics: Additive manufacturing, Algorithms, Design, Errors, Product evaluation, Resolution (Optics), Robustness

Proceedings Papers

LINKS: A Dataset of a Hundred Million Planar Linkage Mechanisms for Data-Driven Kinematic Design

Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund, Faez Ahmed

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A013, August 14–17, 2022

Paper No: DETC2022-89798

DOI: https://doi.org/10.1115/DETC2022-89798

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Topics: Design, Kinematics, Linkages, Simulation, Databases, Algorithms, Degrees of freedom, Screw threads, Shapes, Thread

Proceedings Papers

Latent Variable Representations for Interactive Structural Design Exploration

Sofia Valdez, Nicholas Rodriguez, Carolyn Seepersad

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A051, August 14–17, 2022

Paper No: DETC2022-91076

DOI: https://doi.org/10.1115/DETC2022-91076

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Topics: Structural design, Design, Algorithms, Optimization, Topology, Additive manufacturing, Space

Proceedings Papers

Toward Formal Qualitative Reasoning to Support Functional Decomposition

Xiaoyang Mao, Chiradeep Sen

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A046, August 14–17, 2022

Paper No: DETC2022-89940

DOI: https://doi.org/10.1115/DETC2022-89940

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Topics: Algorithms, Design, Flow (Dynamics), Formal methods, Heating, Natural language processing, Physics, Systems engineering, Topology

Proceedings Papers

Analytic Velocity Obstacle for Efficient Collision Avoidance

Zhimin Xi, Elnaz Asghari Torkamani

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A042, August 14–17, 2022

Paper No: DETC2022-89615

DOI: https://doi.org/10.1115/DETC2022-89615

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Topics: Collisions (Physics), Optimization, Computation, Algorithms, Navigation, Cycles, Linear programming, Path planning

Proceedings Papers

Customer Journey Mapping Using Stochastic Models

Yiqing Ding, Erin F. MacDonald

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A015, August 14–17, 2022

Paper No: DETC2022-90000

DOI: https://doi.org/10.1115/DETC2022-90000

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Topics: Algorithms, Chain, Data collection, Design

Proceedings Papers

Mean Squared Error May Lead You Astray When Optimizing Your Inverse Design Methods

Shai Bernard, Jun Wang, Mark Fuge

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A004, August 14–17, 2022

Paper No: DETC2022-90065

DOI: https://doi.org/10.1115/DETC2022-90065

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Topics: Design methodology, Errors, Optimization, Topology, Algorithms, Design, Geometry, Heat sinks, Machinery, Sensitivity analysis

Proceedings Papers

Deep Ensembles for Modeling Uncertain Phase Constraints In Compositionally Graded Alloy Design

Marshall Allen, Raymundo Arroyave, Richard Malak

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A028, August 14–17, 2022

Paper No: DETC2022-89091

DOI: https://doi.org/10.1115/DETC2022-89091

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Topics: Alloys, Design, Modeling, Artificial neural networks, Manufacturing, Metals, Probability, Algorithms, Engineering simulation, Functionally graded materials

2 3 4 5

NARROW

An Algorithm for Multi-Objective Efficient Parametric Optimization

Generalization of Manufacturability Algorithms for Fabricated Assemblies Based on Topology Optimization

Automated and Customized CAD Drawings by Utilizing Machine Learning Algorithms: A Case Study

Design Target Achievement Index: A Differentiable Metric to Enhance Deep Generative Models in Multi-Objective Inverse Design

Ship Deck Object Placement Optimization Using a Many-Objective Bilevel Approach

Self Learning Design Agent (SLDA): Enabling Deep Learning and Tree Search in Complex Action Spaces

Anomaly Detection of Laser Powder Bed Fusion Melt Pool Images Using Combined Unsupervised and Supervised Learning Methods

Finding Optimal Sequence of Mobile Manipulator Placements for Automated Coverage Planning of Large Complex Parts

Context-Aware Industrial Robot Testing: Low-Cost Virtual Prototyping Environment

A Parallel Multi-Constraint Topology Optimization Solver

Dynamic 3D Mesh Reconstruction Based on Nonrigid Iterative Closest-Farthest Points Registration

A Constraint-Handling Technique for Parametric Optimization and Control Co-Design

Optimal Position of Cameras Design in a 4D Foot Scanner

LINKS: A Dataset of a Hundred Million Planar Linkage Mechanisms for Data-Driven Kinematic Design

Latent Variable Representations for Interactive Structural Design Exploration

Toward Formal Qualitative Reasoning to Support Functional Decomposition

Analytic Velocity Obstacle for Efficient Collision Avoidance

Customer Journey Mapping Using Stochastic Models

Mean Squared Error May Lead You Astray When Optimizing Your Inverse Design Methods

Deep Ensembles for Modeling Uncertain Phase Constraints In Compositionally Graded Alloy Design

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