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Proceedings Papers

Phononic Metamaterial Design via Transfer Learning-Based Topology Optimization Framework

Zihan Wang, Ran Zhuang, Weikang Xian, Jiawei Tian, Ying Li, Shikui Chen, Hongyi Xu

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A048, August 14–17, 2022

Paper No: DETC2022-89932

DOI: https://doi.org/10.1115/DETC2022-89932

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Topics: Design, Energy gap, Metamaterials, Optimization, Topology

Proceedings Papers

Experimental Investigation of Topology-Optimized Beams With Isotropic and Anisotropic Base Material Assumptions

Hajin Kim, Josephine V. Carstensen

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A033, August 14–17, 2022

Paper No: DETC2022-89001

DOI: https://doi.org/10.1115/DETC2022-89001

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Topics: Additive manufacturing, Anisotropy, Manufacturing, Optimization, Topology

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

Conceptual Design of Cellular Auxetic Systems With Passive Adaptation to Loading

Joshua Prendergast, Manaswin Oddiraju, Mostafa Nouh, Souma Chowdhury

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A027, August 14–17, 2022

Paper No: DETC2022-90132

DOI: https://doi.org/10.1115/DETC2022-90132

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Topics: Absorption, Conceptual design, Design, Displacement, End effectors, Finite element analysis, Grippers, Optimization, Poisson ratio, Robotics

Proceedings Papers

Generative Adversarial Design Analysis of Non-Convexity in Topology Optimization

Nathan Hertlein, Andrew Gillman, Philip R. Buskohl

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A044, August 14–17, 2022

Paper No: DETC2022-89997

DOI: https://doi.org/10.1115/DETC2022-89997

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Topics: Design, Optimization, Topology, Filtration, Boundary-value problems, Filters, Fluctuations (Physics), Machine learning, Performance

Proceedings Papers

Topology Optimization of Permanent Magnets for Generators Using Level Set Methods

Jiawei Tian, Ran Zhuang, Juan Cilia, Arvind Rangarajan, Fang Luo, Jon Longtin, Shikui Chen

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A037, August 14–17, 2022

Paper No: DETC2022-90601

DOI: https://doi.org/10.1115/DETC2022-90601

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Topics: Generators, Optimization, Permanent magnets, Topology, Design, Machinery, Magnetic materials, Equipment performance, Generative design, Magnetic fields

Proceedings Papers

Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

Wei (Wayne) Chen, Doksoo Lee, Oluwaseyi Balogun, Wei Chen

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A042, August 14–17, 2022

Paper No: DETC2022-89707

DOI: https://doi.org/10.1115/DETC2022-89707

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Topics: Design, Uncertainty, Manufacturing, Design under uncertainty, Optimization, Engineering design, Modeling, Reliability-based optimization, Shapes, Topology

Proceedings Papers

Additive Manufacturability Analysis of Multiscale Aperiodic Structures: a Statistical Mechanics Approach

Olivia Trautschold, Andy Dong

Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A009, August 14–17, 2022

Paper No: DETC2022-89741

DOI: https://doi.org/10.1115/DETC2022-89741

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Topics: Statistical mechanics, Additive manufacturing, Design, Topology, Compacting, Geometry, Noise control, Robustness

Proceedings Papers

Coupled Integral Sliding Mode Control for Bidirectional Automated Platoon With an Exponential Spacing Policy and Uncertainty Approximation

Natnael M. Negash, James Yang

Proc. ASME. IDETC-CIE2022, Volume 1: 24th International Conference on Advanced Vehicle Technologies (AVT), V001T01A005, August 14–17, 2022

Paper No: DETC2022-90810

DOI: https://doi.org/10.1115/DETC2022-90810

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Topics: Approximation, Flow (Dynamics), Fuzzy logic, Sliding mode control, Topology, Uncertainty

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

Stress Trajectory Guided Structural Design and Topology Optimization

Junpeng Wang, Jun Wu, Rüdiger Westermann

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A012, August 14–17, 2022

Paper No: DETC2022-89030

DOI: https://doi.org/10.1115/DETC2022-89030

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Topics: Optimization, Stress, Structural design, Topology, Trajectories (Physics), Density, Design, Finite element analysis, Stiffness, Lightweight structures

Proceedings Papers

Topology Optimization Realization of a Spatially Parallel Compliant Mechanism With Constant Motion Transmission Characteristics

Kaixian Liang, Dachang Zhu, Jie Liu

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A084, August 14–17, 2022

Paper No: DETC2022-88605

DOI: https://doi.org/10.1115/DETC2022-88605

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Topics: Compliant mechanisms, Optimization, Topology

Proceedings Papers

Concurrent Build Direction, Part Segmentation, and Topology Optimization for Additive Manufacturing Using Neural Networks

Hongrui Chen, Kate S. Whitefoot, Levent Burak Kara

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A029, August 14–17, 2022

Paper No: DETC2022-90050

DOI: https://doi.org/10.1115/DETC2022-90050

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Topics: Additive manufacturing, Artificial neural networks, Image segmentation, Optimization, Topology, Density, Boundary-value problems, Displacement, Stress

Proceedings Papers

Classification-Directed Conceptual Structure Design Based on Topology Optimization, Deep Clustering, and Logistic Regression

Ryo Tsumoto, Kikuo Fujita, Yutaka Nomaguchi, Shintaro Yamasaki, Kentaro Yaji

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A012, August 14–17, 2022

Paper No: DETC2022-88548

DOI: https://doi.org/10.1115/DETC2022-88548

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Topics: Design, Optimization, Topology, Conceptual design, Bridges (Structures), Design automation, Geometry, Shapes

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

Scalar Field Prediction on Topologically-Varying Graphs Using Spectral Shape Encoding

Kevin Ferguson, James Hardin, Andrew Gillman, Levent Burak Kara

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A017, August 14–17, 2022

Paper No: DETC2022-91209

DOI: https://doi.org/10.1115/DETC2022-91209

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Topics: Encryption, Scalar field theory, Shapes, Stress, Finite element analysis, Temperature, Topology, Design, Engineering design, Finite element methods

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

Multi-Scale Topology Optimization With Neural Network-Assisted Optimizer

Sina Rastegarzadeh, Jun Wang, Jida Huang

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A041, August 14–17, 2022

Paper No: DETC2022-89538

DOI: https://doi.org/10.1115/DETC2022-89538

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Topics: Optimization, Topology, Design, Machine learning, Resolution (Optics), Structural design, Artificial neural networks, Density, Filters, Interpolation

NARROW

Phononic Metamaterial Design via Transfer Learning-Based Topology Optimization Framework

Experimental Investigation of Topology-Optimized Beams With Isotropic and Anisotropic Base Material Assumptions

Generalization of Manufacturability Algorithms for Fabricated Assemblies Based on Topology Optimization

Conceptual Design of Cellular Auxetic Systems With Passive Adaptation to Loading

Generative Adversarial Design Analysis of Non-Convexity in Topology Optimization

Topology Optimization of Permanent Magnets for Generators Using Level Set Methods

Hierarchical Deep Generative Models for Design Under Free-Form Geometric Uncertainty

Additive Manufacturability Analysis of Multiscale Aperiodic Structures: a Statistical Mechanics Approach

Coupled Integral Sliding Mode Control for Bidirectional Automated Platoon With an Exponential Spacing Policy and Uncertainty Approximation

A Parallel Multi-Constraint Topology Optimization Solver

Stress Trajectory Guided Structural Design and Topology Optimization

Topology Optimization Realization of a Spatially Parallel Compliant Mechanism With Constant Motion Transmission Characteristics

Concurrent Build Direction, Part Segmentation, and Topology Optimization for Additive Manufacturing Using Neural Networks

Classification-Directed Conceptual Structure Design Based on Topology Optimization, Deep Clustering, and Logistic Regression

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

Scalar Field Prediction on Topologically-Varying Graphs Using Spectral Shape Encoding

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

Multi-Scale Topology Optimization With Neural Network-Assisted Optimizer

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