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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

Open the PDF for in another window

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

All Issues

Email alerts

Accepted Manuscript Alert

New Issue Alert

RSS Feeds

Open Issues RSS Feed

Latest
Most Read
Most Cited

Error Sensitivity Analysis of a 1T2R Kinematically Redundant Parallel Mechanism with Closed-Loop Chain

J. Mech. Des

Importance-Induced Customer Segmentation Using Explainable Machine Learning

J. Mech. Des

Designing Connectivity-Guaranteed Porous Metamaterial Units Using Generative Graph Neural Networks

J. Mech. Des (February 2025)

Multi-Split Configuration Design for Fluid-Based Thermal Management Systems

J. Mech. Des (February 2025)

Development and Evaluation of code symm—A Tool to Facilitate Conceptual Design Synthesis of Multistate Mechanical Devices

J. Mech. Des (February 2025)

Special Issue: Selected Papers from IDETC 2023

Review Article

Satisficing Strategy in Engineering Design

Research Papers

Design Theory and Methodology

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

A Functional Perspective on the Emergence of Dominant Designs

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

Email alerts

RSS Feeds

ASME Journals

ASME Conference Proceedings

ASME eBooks

Resources

Opportunities

Issues

Special Issue: Selected Papers from IDETC 2023

Review Article

Research Papers

Design Theory and Methodology

Design Automation

Email alerts

RSS Feeds

ASME Journals

ASME Conference Proceedings

ASME eBooks

Resources

Opportunities

This Feature Is Available To Subscribers Only