Topics: Design , Design engineering , Students , User-centered design , Wood products , Woodworking , Industrial sewing machines , Conceptual design , Engineering students , Risk

ADVISE: Accelerating the Creation of Evidence Syntheses for Global Development Using Natural Language Processing-Supported Human-Artificial Intelligence Collaboration

Kristen M. Edwards, Binyang Song, Jaron Porciello, Mark Engelbert, Carolyn Huang, Faez Ahmed

J. Mech. Des. May 2024, 146(5): 051404. doi: https://doi.org/10.1115/1.4064245

Abstract

View articletitled, ADVISE: Accelerating the Creation of Evidence Syntheses for Global Development Using Natural Language Processing-Supported Human-Artificial Intelligence Collaboration

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Topics: Design , Engineering standards , Teams , Natural language processing

Design Automation

BIGNet: A Deep Learning Architecture for Brand Recognition with Geometry-Based Explainability

Yu-hsuan Chen, Levent Burak Kara, Jonathan Cagan

J. Mech. Des. May 2024, 146(5): 051701. doi: https://doi.org/10.1115/1.4063760

Abstract

View articletitled, BIGNet: A Deep Learning Architecture for Brand Recognition with Geometry-Based Explainability

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Topics: Artificial neural networks , Automobiles , Design , Geometry , Lenses (Optics) , Modeling , Shapes , Visualization , Trains , Workflow

Characterizing Designs Via Isometric Embeddings: Applications to Airfoil Inverse Design

Qiuyi Chen, Mark Fuge

J. Mech. Des. May 2024, 146(5): 051702. doi: https://doi.org/10.1115/1.4063363

Abstract

View articletitled, Characterizing Designs Via Isometric Embeddings: Applications to Airfoil Inverse Design

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Topics: Airfoils , Design , Shapes , Dimensions

On the Use of Geometric Deep Learning for the Iterative Classification and Down-Selection of Analog Electric Circuits

Anthony Sirico, Jr., Daniel R. Herber

J. Mech. Des. May 2024, 146(5): 051703. doi: https://doi.org/10.1115/1.4063659

Abstract

View articletitled, On the Use of Geometric Deep Learning for the Iterative Classification and Down-Selection of Analog Electric Circuits

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Topics: Circuits , Design , Gas diffusion layers , Frequency response , Optimization , Machine learning

A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems

Indranil Hazra, Arko Chatterjee, Joseph Southgate, Matthew J. Weiner, Katrina M. Groth, Shapour Azarm

J. Mech. Des. May 2024, 146(5): 051704. doi: https://doi.org/10.1115/1.4063661

Abstract

View articletitled, A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems

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Topics: Emergency core cooling systems , Engines , Optimization , Reliability , Reliability-based optimization , Simulation models , Uncertainty , Unmanned surface vehicles , Bayesian network , Event history analysis

Integrated Sustainable Product Design With Warranty and End-of-Use Considerations

Xinyang Liu, Pingfeng Wang

J. Mech. Des. May 2024, 146(5): 051705. doi: https://doi.org/10.1115/1.4063762

Abstract

View articletitled, Integrated Sustainable Product Design With Warranty and End-of-Use Considerations

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Topics: Design , Manufacturing , Product design , Reliability , Sustainability , Cycles , Optimization , Electric motors

Mixed-Variable Global Sensitivity Analysis for Knowledge Discovery and Efficient Combinatorial Materials Design

Yigitcan Comlek, Liwei Wang, Wei Chen

J. Mech. Des. May 2024, 146(5): 051706. doi: https://doi.org/10.1115/1.4064133

Abstract

View articletitled, Mixed-Variable Global Sensitivity Analysis for Knowledge Discovery and Efficient Combinatorial Materials Design

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Topics: Design , Sensitivity analysis , Metal-organic frameworks , Optimization

Vehicle Crashworthiness Performance Prediction Through Fusion of Multiple Data Sources

Jice Zeng, Ying Zhao, Guosong Li, Zhenyan Gao, Yang Li, Saeed Barbat, Zhen Hu

J. Mech. Des. May 2024, 146(5): 051707. doi: https://doi.org/10.1115/1.4064063

Abstract

View articletitled, Vehicle Crashworthiness Performance Prediction Through Fusion of Multiple Data Sources

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Topics: Computer-aided engineering , Crashworthiness , Displacement , Vehicles

An Improved Shape Annealing Algorithm for the Generation of Coated Deoxyribonucleic Acid Origami Nanostructures

Bolutito Babatunde, Jonathan Cagan, Rebecca E. Taylor

J. Mech. Des. May 2024, 146(5): 051708. doi: https://doi.org/10.1115/1.4064242

Abstract

View articletitled, An Improved Shape Annealing Algorithm for the Generation of Coated Deoxyribonucleic Acid Origami Nanostructures

Supplementary data

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Topics: Algorithms , Annealing , DNA , Shapes , Design , Simulated annealing , Optimization , Nanostructures

Accounting for Machine Learning Prediction Errors in Design

Xiaoping Du

J. Mech. Des. May 2024, 146(5): 051709. doi: https://doi.org/10.1115/1.4064278

Abstract

View articletitled, Accounting for Machine Learning Prediction Errors in Design

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Topics: Design , Uncertainty

Model Consistency for Mechanical Design: Bridging Lumped and Distributed Parameter Models With a Priori Guarantees

Randi Wang, Vadim Shapiro, Morad Mehandish

J. Mech. Des. May 2024, 146(5): 051710. doi: https://doi.org/10.1115/1.4064810

Abstracts

View articletitled, Model Consistency for Mechanical Design: Bridging Lumped and Distributed Parameter Models With a Priori Guarantees

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Topics: Design , Distributed parameter models , Error analysis , Errors , Simulation , Lumped parameter models , Stability , Design engineering

Design of Self-Organizing Systems Using Multi-Agent Reinforcement Learning and the Compromise Decision Support Problem Construct

Mingfei Jiang, Zhenjun Ming, Chuanhao Li, Janet K. Allen, Farrokh Mistree

J. Mech. Des. May 2024, 146(5): 051711. doi: https://doi.org/10.1115/1.4064672

Abstracts

View articletitled, Design of Self-Organizing Systems Using Multi-Agent Reinforcement Learning and the Compromise Decision Support Problem Construct

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Topics: Design , Reinforcement learning , Robots , Self-organization , Multi-robot systems

MeshPointNet: 3D Surface Classification Using Graph Neural Networks and Conformal Predictions on Mesh-Based Representations

Amin Heyrani Nobari, Justin Rey, Suhas Kodali, Matthew Jones, Faez Ahmed

J. Mech. Des. May 2024, 146(5): 051712. doi: https://doi.org/10.1115/1.4064673

Abstracts

View articletitled, MeshPointNet: 3D Surface Classification Using Graph Neural Networks and Conformal Predictions on Mesh-Based Representations

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Topics: Aircraft , Computational fluid dynamics , Computer-aided design , Deep learning , Image segmentation , Simulation , Artificial neural networks , Design

Latent Crossover for Data-Driven Multifidelity Topology Design

Taisei Kii, Kentaro Yaji, Kikuo Fujita, Zhenghui Sha, Carolyn Conner Seepersad

J. Mech. Des. May 2024, 146(5): 051713. doi: https://doi.org/10.1115/1.4064979

Abstracts

View articletitled, Latent Crossover for Data-Driven Multifidelity Topology Design

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Topics: Deep generative models , Design , Optimization , Stress , Topology , Topology optimization , Evolutionary algorithms

Data-Driven Car Drag Prediction With Depth and Normal Renderings

Binyang Song, Chenyang Yuan, Frank Permenter, Nikos Arechiga, Faez Ahmed

J. Mech. Des. May 2024, 146(5): 051714. doi: https://doi.org/10.1115/1.4065063

Abstracts

View articletitled, Data-Driven Car Drag Prediction With Depth and Normal Renderings

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Topics: Computational fluid dynamics , Drag (Fluid dynamics) , Shapes , Simulation , Design

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Structural synthesis of planar kinematic chains for non-redundant parallel manipulators

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Connectivity Constraints Ensuring Continuous Electrodes in Topology Optimization of Electroactive Polymer

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The Synthesis Method of Series-Based Bistable Compliant Mechanisms for Rigid-Body Guidance Problem Based on Geometrical Similarity Transformation of Pole Maps

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Asynchronous Multi-Information Source Bayesian Optimization

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Design Optimization of Lattice Structures Under Impact Loading for Additive Manufacturing

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Special Issue: Selected Papers from IDETC 2023

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Satisficing Strategy in Engineering Design

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Identification of Design Strategies and Their Effects on Performance Outcomes in Pair Parameter Design Tasks

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Thinking Beyond the Default User: The Impact of Gender, Stereotypes, and Modality on Interpretation of User Needs

ADVISE: Accelerating the Creation of Evidence Syntheses for Global Development Using Natural Language Processing-Supported Human-Artificial Intelligence Collaboration

Design Automation

BIGNet: A Deep Learning Architecture for Brand Recognition with Geometry-Based Explainability

Characterizing Designs Via Isometric Embeddings: Applications to Airfoil Inverse Design

On the Use of Geometric Deep Learning for the Iterative Classification and Down-Selection of Analog Electric Circuits

A Reliability-Based Optimization Framework for Planning Operational Profiles for Unmanned Systems

Integrated Sustainable Product Design With Warranty and End-of-Use Considerations

Mixed-Variable Global Sensitivity Analysis for Knowledge Discovery and Efficient Combinatorial Materials Design

Vehicle Crashworthiness Performance Prediction Through Fusion of Multiple Data Sources

An Improved Shape Annealing Algorithm for the Generation of Coated Deoxyribonucleic Acid Origami Nanostructures

Accounting for Machine Learning Prediction Errors in Design

Model Consistency for Mechanical Design: Bridging Lumped and Distributed Parameter Models With a Priori Guarantees

Design of Self-Organizing Systems Using Multi-Agent Reinforcement Learning and the Compromise Decision Support Problem Construct

MeshPointNet: 3D Surface Classification Using Graph Neural Networks and Conformal Predictions on Mesh-Based Representations

Latent Crossover for Data-Driven Multifidelity Topology Design

Data-Driven Car Drag Prediction With Depth and Normal Renderings

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