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Journal Articles

An Algorithm for Multi-Objective Efficient Parametric Optimization

Jonathan Weaver-Rosen, Richard Malak

J. Mech. Des.

Paper No: MD-22-1364

DOI: https://doi.org/10.1115/1.4056764

Published Online: January 25, 2023

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Topics: Algorithms, Design, Optimization

Journal Articles

Time- and Space-Dependent Reliability-Based Design With Envelope Method

Hao Wu, Xiaoping Du

J. Mech. Des. March 2023, 145(3): 031708.

Paper No: MD-22-1351

DOI: https://doi.org/10.1115/1.4056599

Published Online: January 24, 2023

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Topics: Design, Event history analysis, Optimization, Reliability, Risk-based design, Failure, Probability

Journal Articles

Design synthesis of structural systems as a Markov decision process solved with deep reinforcement learning

Maximilian Ororbia, Gordon P. Warn

J. Mech. Des.

Paper No: MD-22-1537

DOI: https://doi.org/10.1115/1.4056693

Published Online: January 18, 2023

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Topics: Design, Reinforcement learning

Journal Articles

Global Product Design Platforming: A Comparison of Two Equilibrium Solution Methods

Sarah Case, Jeremy J. Michalek, Kate Whitefoot

J. Mech. Des.

Paper No: MD-22-1435

DOI: https://doi.org/10.1115/1.4056685

Published Online: January 17, 2023

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Topics: Design, Equilibrium (Physics), Optimization, Product design, Algorithms, Batteries, China, Hybrid electric vehicles, Nonlinear programming

Journal Articles

Customized Product Configuration Rule Intelligent Extraction and Dynamic Updating Method Based on the Least Recently Used Dynamic Decision Tree

Zili Wang, Wenqi Ge, Lemiao Qiu, Shuyou Zhang, Jiali Zhou, Kerui Hu, Naiyu Fang

J. Mech. Des. May 2023, 145(5): 051701.

Paper No: MD-22-1438

DOI: https://doi.org/10.1115/1.4056498

Published Online: January 10, 2023

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Topics: Algorithms, Design, Elevators, Machinery, Traction

Journal Articles

Synthetic Fault Mode Generation for Resilience Analysis and Failure Mechanism Discovery

Daniel Hulse, Lukman Irshad

J. Mech. Des. March 2023, 145(3): 031707.

Paper No: MD-22-1357

DOI: https://doi.org/10.1115/1.4056320

Published Online: December 12, 2022

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Topics: Design, Failure, Failure mechanisms, Hazards, Resilience, Risk-based design, Simulation

Journal Articles

A Streamline-Guided Dehomogenization Approach for Structural Design

Junpeng Wang, Rüdiger Westermann, Jun Wu

J. Mech. Des. February 2023, 145(2): 021702.

Paper No: MD-22-1458

DOI: https://doi.org/10.1115/1.4056148

Published Online: December 12, 2022

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Topics: Density, Design, Optimization, Parametrization, Stress, Structural design, Topology optimization, Anisotropy

Journal Articles

Degradation-Aware Ensemble of Diverse Predictors for Remaining Useful Life Prediction

Venkat Nemani, Adam Thelen, Chao Hu, Steve Daining

J. Mech. Des. March 2023, 145(3): 031706.

Paper No: MD-22-1420

DOI: https://doi.org/10.1115/1.4056149

Published Online: November 24, 2022

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Topics: Batteries, Service life (Equipment), Rolling bearings, Uncertainty, Lithium-ion batteries, Bearings

Journal Articles

A Scalable Digital Twin Framework Based on a Novel Adaptive Ensemble Surrogate Model

Xiaonan Lai, Xiwang He, Yong Pang, Fan Zhang, Dongcai Zhou, Wei Sun, Xueguan Song

J. Mech. Des. February 2023, 145(2): 021701.

Paper No: MD-22-1477

DOI: https://doi.org/10.1115/1.4056077

Published Online: November 17, 2022

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Topics: Digital twin, Flow (Dynamics)

Journal Articles

Generative Design for Resilience of Interdependent Network Systems

Jiaxin Wu, Pingfeng Wang

J. Mech. Des. March 2023, 145(3): 031705.

Paper No: MD-22-1352

DOI: https://doi.org/10.1115/1.4056078

Published Online: November 17, 2022

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Topics: Design, Generative design, Resilience, Generators, Modeling

Journal Articles

Data-Driven Calibration of Multifidelity Multiscale Fracture Models Via Latent Map Gaussian Process

Shiguang Deng, Carlos Mora, Diran Apelian, Ramin Bostanabad

J. Mech. Des. January 2023, 145(1): 011705.

Paper No: MD-22-1319

DOI: https://doi.org/10.1115/1.4055951

Published Online: November 17, 2022

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Topics: Calibration, Damage, Simulation, Fracture (Materials), Fracture (Process), Modeling

Journal Articles

Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation

Randall J. Kania, Shapour Azarm

J. Mech. Des. March 2023, 145(3): 031703.

Paper No: MD-22-1363

DOI: https://doi.org/10.1115/1.4055738

Published Online: November 3, 2022

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Topics: Design, Optimization, Relaxation (Physics), Uncertainty, Trusses (Building)

Journal Articles

t-METASET: Task-Aware Acquisition of Metamaterial Datasets Through Diversity-Based Active Learning

Doksoo Lee, Yu-Chin Chan, Wei (Wayne) Chen, Liwei Wang, Anton van Beek, Wei Chen

J. Mech. Des. March 2023, 145(3): 031704.

Paper No: MD-22-1359

DOI: https://doi.org/10.1115/1.4055925

Published Online: November 3, 2022

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Topics: Design, Metamaterials, Shapes, Data acquisition, Surface roughness

Journal Articles

Beam-Based Lattice Topology Transition With Function Representation

Nikita Letov, Yaoyao Fiona Zhao

J. Mech. Des. January 2023, 145(1): 011704.

Paper No: MD-22-1253

DOI: https://doi.org/10.1115/1.4055950

Published Online: November 3, 2022

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Topics: Topology, Geometric modeling

Journal Articles

A New Framework for Efficient Sequential Sampling-Based RBDO Using Space Mapping

Jeong Woo Park, Ikjin Lee

J. Mech. Des. March 2023, 145(3): 031702.

Paper No: MD-22-1354

DOI: https://doi.org/10.1115/1.4055547

Published Online: October 31, 2022

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Topics: Design, Optimization, Reliability, Reliability-based optimization, Probability, Failure

Journal Articles

Descriptor Aided Bayesian Optimization for Many-Level Qualitative Variables With Materials Design Applications

Akshay Iyer, Suraj Yerramilli, James M. Rondinelli, Daniel W. Apley, Wei Chen

J. Mech. Des. March 2023, 145(3): 031701.

Paper No: MD-22-1317

DOI: https://doi.org/10.1115/1.4055848

Published Online: October 31, 2022

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Topics: Design, Modeling, Optimization

Journal Articles

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

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

J. Mech. Des. January 2023, 145(1): 011703.

Paper No: MD-22-1256

DOI: https://doi.org/10.1115/1.4055898

Published Online: October 31, 2022

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Topics: Design, Optimization, Uncertainty, Manufacturing

Journal Articles

G-Lattices: A Novel Lattice Structure and Its Generative Synthesis Under Additive Manufacturing Constraints

Arash Armanfar, Erkan Gunpinar

J. Mech. Des. January 2023, 145(1): 011702.

Paper No: MD-21-1767

DOI: https://doi.org/10.1115/1.4054675

Published Online: October 17, 2022

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Topics: Design, Particulate matter, Struts (Engineering), Additive manufacturing, Optimization, Algorithms, Topology

Includes: Supplementary data

Journal Articles

Finding Social Networks Among Online Reviewers for Customer Segmentation

Seyoung Park, Harrison M. Kim

J. Mech. Des. December 2022, 144(12): 121703.

Paper No: MD-22-1222

DOI: https://doi.org/10.1115/1.4055624

Published Online: October 10, 2022

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Topics: Image segmentation, Design, Construction

Journal Articles

Neural Network-Assisted Design: A Study of Multiscale Topology Optimization With Smoothly Graded Cellular Structures

Sina Rastegarzadeh, Jun Wang, Jida Huang

J. Mech. Des. January 2023, 145(1): 011701.

Paper No: MD-22-1154

DOI: https://doi.org/10.1115/1.4055505

Published Online: October 7, 2022

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Topics: Design, Optimization, Topology, Finite element analysis, Density, Artificial neural networks, Resolution (Optics)

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Supplemental Material

Manuscript

An Algorithm for Multi-Objective Efficient Parametric Optimization

Time- and Space-Dependent Reliability-Based Design With Envelope Method

Design synthesis of structural systems as a Markov decision process solved with deep reinforcement learning

Global Product Design Platforming: A Comparison of Two Equilibrium Solution Methods

Customized Product Configuration Rule Intelligent Extraction and Dynamic Updating Method Based on the Least Recently Used Dynamic Decision Tree

Synthetic Fault Mode Generation for Resilience Analysis and Failure Mechanism Discovery

A Streamline-Guided Dehomogenization Approach for Structural Design

Degradation-Aware Ensemble of Diverse Predictors for Remaining Useful Life Prediction

A Scalable Digital Twin Framework Based on a Novel Adaptive Ensemble Surrogate Model

Generative Design for Resilience of Interdependent Network Systems

Data-Driven Calibration of Multifidelity Multiscale Fracture Models Via Latent Map Gaussian Process

Bi-Objective Surrogate Feasibility Robust Design Optimization Utilizing Expected Non-Dominated Improvement With Relaxation

t-METASET: Task-Aware Acquisition of Metamaterial Datasets Through Diversity-Based Active Learning

Beam-Based Lattice Topology Transition With Function Representation

A New Framework for Efficient Sequential Sampling-Based RBDO Using Space Mapping

Descriptor Aided Bayesian Optimization for Many-Level Qualitative Variables With Materials Design Applications

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

G-Lattices: A Novel Lattice Structure and Its Generative Synthesis Under Additive Manufacturing Constraints

Finding Social Networks Among Online Reviewers for Customer Segmentation

Neural Network-Assisted Design: A Study of Multiscale Topology Optimization With Smoothly Graded Cellular Structures

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