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Journal Articles

A Cognitive Approach for Modeling Customer Demand Dynamics for Optimal Product Release Strategies

Ian Walter, Philip E. Paré, Jitesh H. Panchal
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2024, 146(8): 081706.
Paper No: MD-23-1520
https://doi.org/10.1115/1.4065486
Published Online: June 3, 2024
View Article titled, A Cognitive Approach for Modeling Customer Demand Dynamics for Optimal Product Release Strategies
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Topics: Approximation, Decision making, Dynamics (Mechanics), Engineering simulation, Field theories (Physics), Modeling, Preferences, Sales, Simulation, Probability
Journal Articles

A Decoupling Algorithm for Efficient Estimation of Failure Probability Function Based on Statistical Moment Functions

Hengchao Li, Zhenzhou Lu, Kaixuan Feng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101706.
Paper No: MD-23-1836
https://doi.org/10.1115/1.4064812
Published Online: March 18, 2024
View Article titled, A Decoupling Algorithm for Efficient Estimation of Failure Probability Function Based on Statistical Moment Functions
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Topics: Algorithms, Failure, Probability, Design
Journal Articles

An Improved Fractional Moment Maximum Entropy Method With Polynomial Fitting

Gang Li, Yixuan Wang, Yan Zeng, Wanxin He
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061704.
Paper No: MD-23-1550
https://doi.org/10.1115/1.4064247
Published Online: December 18, 2023
View Article titled, An Improved Fractional Moment Maximum Entropy Method With Polynomial Fitting
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Topics: Fittings, Polynomials, Probability, Failure, Entropy, Density
Journal Articles

Simulating the Adoption and Social Impact of Improved Cookstoves in Uganda Using Agent-Based Modeling and Neural Networks

Christopher S. Mabey, Erin E. Peiffer, Nordica MacCarty, Christopher A. Mattson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2023, 145(12): 121701.
Paper No: MD-23-1101
https://doi.org/10.1115/1.4063237
Published Online: September 11, 2023
View Article titled, Simulating the Adoption and Social Impact of Improved Cookstoves in Uganda Using Agent-Based Modeling and Neural Networks
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Topics: Artificial neural networks, Data collection, Design, Diseases, Modeling, Probability, Wounds, Simulation
Journal Articles

Sequential Sampling-Based Asymptotic Probability Estimation of High-Dimensional Rare Events

Yanwen Xu, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 101701.
Paper No: MD-22-1783
https://doi.org/10.1115/1.4062790
Published Online: July 19, 2023
View Article titled, Sequential Sampling-Based Asymptotic Probability Estimation of High-Dimensional Rare Events
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Topics: Failure, Probability, Simulation
Journal Articles

Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin

Weifei Hu, Jiquan Yan, Feng Zhao, Chen Jiang, Hongwei Liu, Hyunkyoo Cho, Ikjin Lee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091708.
Paper No: MD-23-1042
https://doi.org/10.1115/1.4062668
Published Online: July 18, 2023
View Article titled, Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin
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Topics: Digital twin, Event history analysis, Failure, Probability, Stochastic processes, Errors, Reliability
Journal Articles

An Efficient Reliability Analysis Method Based on the Improved Radial Basis Function Neural Network

Dequan Zhang, Zida Zhao, Heng Ouyang, Zeping Wu, Xu Han
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081705.
Paper No: MD-22-1411
https://doi.org/10.1115/1.4062584
Published Online: June 15, 2023
View Article titled, An Efficient Reliability Analysis Method Based on the Improved Radial Basis Function Neural Network
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Topics: Event history analysis, Failure, Probability, Radial basis function networks, Robots, Reliability, Algorithms
Journal Articles

Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach

L. Chen, Z. Zhang, G. Yang, Q. Zhou, Y. Xia, C. Jiang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071702.
Paper No: MD-22-1753
https://doi.org/10.1115/1.4062271
Published Online: May 17, 2023
View Article titled, Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach
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Topics: Dimensions, Errors, Event history analysis, Reliability, Uncertainty, Probability, Construction
Journal Articles

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

Hao Wu, Xiaoping Du
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031708.
Paper No: MD-22-1351
https://doi.org/10.1115/1.4056599
Published Online: January 24, 2023
View Article titled, Time- and Space-Dependent Reliability-Based Design With Envelope Method
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Topics: Design, Event history analysis, Optimization, Reliability, Risk-based design, Failure, Probability
Journal Articles

Attribute-Sentiment-Guided Summarization of User Opinions From Online Reviews

Yi Han, Gaurav Nanda, Mohsen Moghaddam
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041402.
Paper No: MD-22-1296
https://doi.org/10.1115/1.4055736
Published Online: December 9, 2022
View Article titled, Attribute-Sentiment-Guided Summarization of User Opinions From Online Reviews
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Topics: Durability, E-commerce, Entropy, Natural language processing, Product design, Product development, Stability, User-centered design, Design, Absorption
Journal Articles

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

Jeong Woo Park, Ikjin Lee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2023, 145(3): 031702.
Paper No: MD-22-1354
https://doi.org/10.1115/1.4055547
Published Online: October 31, 2022
View Article titled, A New Framework for Efficient Sequential Sampling-Based RBDO Using Space Mapping
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Topics: Design, Optimization, Reliability, Reliability-based optimization, Probability, Failure
Journal Articles

AK-HMC-IS: A Novel Importance Sampling Method for Efficient Reliability Analysis Based on Active Kriging and Hybrid Monte Carlo Algorithm

Gang Li, Long Jiang, Bin Lu, Wanxin He
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111705.
Paper No: MD-22-1087
https://doi.org/10.1115/1.4054994
Published Online: August 8, 2022
View Article titled, AK-HMC-IS: A Novel Importance Sampling Method for Efficient Reliability Analysis Based on Active Kriging and Hybrid Monte Carlo Algorithm
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Topics: Algorithms, Event history analysis, Failure, Probability, Sampling methods, Errors, Density
Journal Articles

Estimation of Small Failure Probability Based on Adaptive Subset Simulation and Deep Neural Network

Xiang Peng, Yujie Shao, Weifei Hu, Jiquan Li, Zhenyu Liu, Shaofei Jiang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101704.
Paper No: MD-22-1030
https://doi.org/10.1115/1.4054807
Published Online: July 1, 2022
View Article titled, Estimation of Small Failure Probability Based on Adaptive Subset Simulation and Deep Neural Network
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Topics: Failure, Probability, Simulation
Journal Articles

A Novel Classification Method to Random Samples for Efficient Reliability Sensitivity Analysis

Jinhui Wu, Dequan Zhang, Xu Han
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101703.
Paper No: MD-22-1038
https://doi.org/10.1115/1.4054769
Published Online: July 1, 2022
View Article titled, A Novel Classification Method to Random Samples for Efficient Reliability Sensitivity Analysis
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Topics: Failure, Reliability, Sensitivity analysis, Simulation, Probability, Robots
Includes: Supplementary data
Journal Articles

Mission Engineering and Design Using Real-Time Strategy Games: An Explainable AI Approach

Adam Dachowicz, Kshitij Mall, Prajwal Balasubramani, Apoorv Maheshwari, Ali K. Raz, Jitesh H. Panchal, Daniel A. DeLaurentis
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021710.
Paper No: MD-21-1200
https://doi.org/10.1115/1.4052841
Published Online: November 25, 2021
View Article titled, Mission Engineering and Design Using Real-Time Strategy Games: An Explainable AI Approach
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Topics: Design, Probability, Uncertainty, Uncertainty quantification, Damage
Journal Articles

High-Dimensional Reliability Method Accounting for Important and Unimportant Input Variables

Jianhua Yin, Xiaoping Du
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041702.
Paper No: MD-21-1105
https://doi.org/10.1115/1.4051982
Published Online: November 11, 2021
View Article titled, High-Dimensional Reliability Method Accounting for Important and Unimportant Input Variables
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Topics: Dimensions, Event history analysis, Reliability, Failure, Probability
Includes: Supplementary data
Journal Articles

Evidence-Theory-Based Reliability Analysis Through Kriging Surrogate Model

Dequan Zhang, Yunfei Liang, Lixiong Cao, Jie Liu, Xu Han
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031701.
Paper No: MD-21-1185
https://doi.org/10.1115/1.4052303
Published Online: September 28, 2021
View Article titled, Evidence-Theory-Based Reliability Analysis Through Kriging Surrogate Model
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Topics: Event history analysis, Reliability, Robots, Probability, Space
Journal Articles

Factors Impacting Highly Innovative Designs: Idea Fluency, Timing, and Order

Yakira Mirabito, Kosa Goucher-Lambert
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2022, 144(1): 011401.
Paper No: MD-20-1906
https://doi.org/10.1115/1.4051683
Published Online: July 20, 2021
View Article titled, Factors Impacting Highly Innovative Designs: Idea Fluency, Timing, and Order
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Topics: Design, Innovation, Probability, Creativity
Journal Articles

Quantifying the Combined Effects of Human Errors and Component Failures

Lukman Irshad, Daniel Hulse, H. Onan Demirel, Irem Y. Tumer, David C. Jensen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2021, 143(10): 101703.
Paper No: MD-20-1784
https://doi.org/10.1115/1.4050402
Published Online: May 3, 2021
View Article titled, Quantifying the Combined Effects of Human Errors and Component Failures
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Topics: Design, Errors, Failure, Probability, Risk, Risk assessment
Journal Articles

An Efficient Uncertainty Propagation Analysis Method for Problems Involving Non-Parameterized Probability-Boxes

J. W. Li, C. Jiang, B. Y. Ni
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2021, 143(10): 101704.
Paper No: MD-20-1766
https://doi.org/10.1115/1.4050559
Published Online: May 3, 2021
View Article titled, An Efficient Uncertainty Propagation Analysis Method for Problems Involving Non-Parameterized Probability-Boxes
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Topics: Optimization, Probability, Uncertainty, Vehicles, Fittings