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Journal Articles

UNCERTAINTY ANALYSIS AND SENSITIVITY ESTIMATION ON AN ARTILLERY EXTERNAL BALLISTIC SYSTEM

Nichen Tong, Qiming Liu, Xu Han, Xingfu Wu, Zheyi Zhang

J. Mech. Des.

Paper No: MD-21-1587

DOI: https://doi.org/10.1115/1.4054641

Published Online: May 24, 2022

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Topics: Artillery, Sensitivity analysis, Uncertainty analysis, Projectiles, Ballistics, Uncertainty, Algorithms, Computer simulation, Design, Design under uncertainty

Journal Articles

Data Fusion with Latent Map Gaussian Processes

Jonathan Eweis-Labolle, Nicholas Oune, Ramin Bostanabad

J. Mech. Des.

Paper No: MD-21-1733

DOI: https://doi.org/10.1115/1.4054520

Published Online: May 9, 2022

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Topics: Data fusion, Modeling, Calibration, Engineering design, Errors, Fittings, Machine learning, Metamodeling, Uncertainty, Visualization

Journal Articles

Probabilistic Digital Twin for Additive Manufacturing Process Design and Control

Paromita Nath, Sankaran Mahadevan

J. Mech. Des.

Paper No: MD-21-1740

DOI: https://doi.org/10.1115/1.4054521

Published Online: May 9, 2022

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Topics: Additive manufacturing, Digital twin, Process design, Uncertainty, Porosity, Manufacturing, Optimization, Physics, Calibration, Computation

Journal Articles

A Non-Parametric Histogram Interpolation Method for Design Space Exploration

Nick Pepper, Francesco Montomoli, Sanjiv Sharma

J. Mech. Des. August 2022, 144(8): 081703.

Paper No: MD-21-1637

DOI: https://doi.org/10.1115/1.4054085

Published Online: April 8, 2022

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Topics: Algorithms, Design, Interpolation, Polynomials, Statistical distributions, Uncertainty

Journal Articles

An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems

Qi Zhang, Yizhong Wu, Li Lu, Ping Qiao

J. Mech. Des. August 2022, 144(8): 081701.

Paper No: MD-21-1569

DOI: https://doi.org/10.1115/1.4053526

Published Online: March 24, 2022

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Topics: Design, Metamodeling, Optimization, Propulsion systems, Vehicles, Weight (Mass), Algorithms, Impulse (Physics), Uncertainty

Journal Articles

Flexibility “of” Versus “in” Systems: A Complementary Strategy for Designing Fleet-Based Systems for Uncertainty

Stephen J. Sapol, Zoe Szajnfarber

J. Mech. Des. June 2022, 144(6): 061703.

Paper No: MD-21-1338

DOI: https://doi.org/10.1115/1.4053157

Published Online: January 17, 2022

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Topics: Armor, Design, Vehicles, Uncertainty, Simulation

Journal Articles

Reliability-Based Multi-Vehicle Path Planning Under Uncertainty Using a Bio-Inspired Approach

Yixuan Liu, Chen Jiang, Xiaoge Zhang, Zissimos P. Mourelatos, Dakota Barthlow, David Gorsich, Amandeep Singh, Zhen Hu

J. Mech. Des.

Paper No: MD-21-1520

DOI: https://doi.org/10.1115/1.4053217

Published Online: December 11, 2021

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Topics: Biomimetics, Design, Path planning, Reliability, Simulation, Uncertainty, Vehicles

Journal Articles

A Reliability-Based Formulation for Simulation-Based Control Co-Design Using Generalized Polynomial Chaos Expansion

Mohammad Behtash, Michael J. Alexander-Ramos

J. Mech. Des. May 2022, 144(5): 051705.

Paper No: MD-21-1406

DOI: https://doi.org/10.1115/1.4052906

Published Online: December 8, 2021

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Topics: Design, Pendulums, Reliability, Simulation, Suspension systems, Event history analysis, Polynomials, Optimization, Uncertainty

Journal Articles

Robust Topology Optimization of Graphene Platelets Reinforced Functionally Graded Materials Considering Hybrid Bounded Uncertainties

Jin Cheng, Wei Lu, Yibin Lou, Weifei Hu, Zhenyu Liu, Jianrong Tan

J. Mech. Des. May 2022, 144(5): 051704.

Paper No: MD-21-1500

DOI: https://doi.org/10.1115/1.4053045

Published Online: December 6, 2021

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Topics: Functionally graded materials, Graphene, Optimization, Platelets, Stress, Topology, Uncertainty, Design, Materials properties

Journal Articles

An Image-Driven Uncertainty Inverse Method for Sheet Metal Forming Problems

Yu Li, Hu Wang, Biyu Li, Jiaquan Wang, Enying Li

J. Mech. Des. February 2022, 144(2): 022001.

Paper No: MD-21-1256

DOI: https://doi.org/10.1115/1.4052843

Published Online: December 6, 2021

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Topics: Air conditioning, Design, Engines, Finite element model, Forming limit diagrams, Sheet metal work, Statistics, Uncertainty, Manifolds, Blanks

Journal Articles

Stochastic Crashworthiness Optimization Accounting for Simulation Noise

Seyed Saeed Ahmadisoleymani, Samy Missoum

J. Mech. Des. May 2022, 144(5): 051701.

Paper No: MD-21-1123

DOI: https://doi.org/10.1115/1.4052903

Published Online: December 6, 2021

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Topics: Crashworthiness, Design, Noise (Sound), Optimization, Simulation, Uncertainty, Optimization algorithms

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

J. Mech. Des. February 2022, 144(2): 021710.

Paper No: MD-21-1200

DOI: https://doi.org/10.1115/1.4052841

Published Online: November 25, 2021

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Topics: Design, Probability, Uncertainty, Uncertainty quantification, Damage

Journal Articles

ERGO: A New Robust Design Optimization Technique Combining Multi-Objective Bayesian Optimization With Analytical Uncertainty Quantification

Jolan Wauters

J. Mech. Des. March 2022, 144(3): 031702.

Paper No: MD-21-1198

DOI: https://doi.org/10.1115/1.4052009

Published Online: October 1, 2021

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Topics: Design, Optimization, Uncertainty quantification, Uncertainty

Journal Articles

Analyzing Real Options and Flexibility in Engineering Systems Design Using Decision Rules and Deep Reinforcement Learning

Cesare Caputo, Michel-Alexandre Cardin

J. Mech. Des. February 2022, 144(2): 021705.

Paper No: MD-21-1236

DOI: https://doi.org/10.1115/1.4052299

Published Online: September 21, 2021

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Topics: Design, Reinforcement learning, Uncertainty, Engineering systems and industry applications

Journal Articles

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

J. W. Li, C. Jiang, B. Y. Ni

J. Mech. Des. October 2021, 143(10): 101704.

Paper No: MD-20-1766

DOI: https://doi.org/10.1115/1.4050559

Published Online: May 3, 2021

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Topics: Optimization, Probability, Uncertainty, Vehicles, Fittings

Journal Articles

Sequential Sampling Framework for Metamodeling Uncertainty Reduction in Multilevel Optimization of Hierarchical Systems

Can Xu, Ping Zhu, Zhao Liu

J. Mech. Des. October 2021, 143(10): 101701.

Paper No: MD-20-1657

DOI: https://doi.org/10.1115/1.4050654

Published Online: April 9, 2021

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Topics: Design, Metamodeling, Optimization, Uncertainty

Journal Articles

Decision-Making Under Uncertainty for a Digital Thread-Enabled Design Process

Victor Singh, Karen E. Willcox

J. Mech. Des. September 2021, 143(9): 091707.

Paper No: MD-20-1740

DOI: https://doi.org/10.1115/1.4050108

Published Online: March 24, 2021

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Topics: Design, Thread, Uncertainty, Manufacturing, Decision making, Sensor placement

Journal Articles

Knowledge-Based Design Guidance System for Cloud-Based Decision Support in the Design of Complex Engineered Systems

Ru Wang, Jelena Milisavljevic-Syed, Lin Guo, Yu Huang, Guoxin Wang

J. Mech. Des. July 2021, 143(7): 072001.

Paper No: MD-20-1735

DOI: https://doi.org/10.1115/1.4050247

Published Online: March 18, 2021

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Topics: Design, Uncertainty

Journal Articles

Confidence-Based Design Optimization for a More Conservative Optimum Under Surrogate Model Uncertainty Caused by Gaussian Process

Yongsu Jung, Kyeonghwan Kang, Hyunkyoo Cho, Ikjin Lee

J. Mech. Des. September 2021, 143(9): 091701.

Paper No: MD-20-1678

DOI: https://doi.org/10.1115/1.4049883

Published Online: February 11, 2021

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Topics: Design, Optimization, Reliability, Uncertainty, Modeling

Journal Articles

Quantitative Representation of Aleatoric Uncertainties in Network-Like Topological Structural Systems

Zihan Wang, Hongyi Xu

J. Mech. Des. March 2021, 143(3): 031713.

Paper No: MD-20-1545

DOI: https://doi.org/10.1115/1.4049522

Published Online: January 29, 2021

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Topics: Topology, Uncertainty, Stochastic processes, Simulation

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Supplemental Material

Manuscript

UNCERTAINTY ANALYSIS AND SENSITIVITY ESTIMATION ON AN ARTILLERY EXTERNAL BALLISTIC SYSTEM

Data Fusion with Latent Map Gaussian Processes

Probabilistic Digital Twin for Additive Manufacturing Process Design and Control

A Non-Parametric Histogram Interpolation Method for Design Space Exploration

An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems

Flexibility “of” Versus “in” Systems: A Complementary Strategy for Designing Fleet-Based Systems for Uncertainty

Reliability-Based Multi-Vehicle Path Planning Under Uncertainty Using a Bio-Inspired Approach

A Reliability-Based Formulation for Simulation-Based Control Co-Design Using Generalized Polynomial Chaos Expansion

Robust Topology Optimization of Graphene Platelets Reinforced Functionally Graded Materials Considering Hybrid Bounded Uncertainties

An Image-Driven Uncertainty Inverse Method for Sheet Metal Forming Problems

Stochastic Crashworthiness Optimization Accounting for Simulation Noise

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

ERGO: A New Robust Design Optimization Technique Combining Multi-Objective Bayesian Optimization With Analytical Uncertainty Quantification

Analyzing Real Options and Flexibility in Engineering Systems Design Using Decision Rules and Deep Reinforcement Learning

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

Sequential Sampling Framework for Metamodeling Uncertainty Reduction in Multilevel Optimization of Hierarchical Systems

Decision-Making Under Uncertainty for a Digital Thread-Enabled Design Process

Knowledge-Based Design Guidance System for Cloud-Based Decision Support in the Design of Complex Engineered Systems

Confidence-Based Design Optimization for a More Conservative Optimum Under Surrogate Model Uncertainty Caused by Gaussian Process

Quantitative Representation of Aleatoric Uncertainties in Network-Like Topological Structural Systems

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