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Journal Articles

Propagation of Systematic Sensor Uncertainty Into the Frequency Domain

Manuel Rexer, Peter F. Pelz, Maximilian M. G. Kuhr
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2025, 11(4): 041201.
Paper No: RISK-24-1076
https://doi.org/10.1115/1.4067828
Published Online: March 11, 2025
View Article titled, Propagation of Systematic Sensor Uncertainty Into the Frequency Domain
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Topics: Errors, Uncertainty, Sensors, Signals, Simulation
Journal Articles

An Efficient Statistical Inference Approach for Model Calibration Using Griddy Gibbs Sampling

Stephen Jay Wright, Hannah Stewart, Shishir Sharma, Laura Redmond, Christopher McMahan, Matthew Castanier
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2025, 11(3): 031209.
Paper No: RISK-24-1078
https://doi.org/10.1115/1.4067669
Published Online: February 10, 2025
View Article titled, An Efficient Statistical Inference Approach for Model Calibration Using Griddy Gibbs Sampling
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Topics: Calibration, Simulation, Pistons, Computers
Journal Articles

Multi-State Reliability Modeling and Assessment for Corrosion of Organic Coating-Substrate Structure

Chaoyang Xie, Hao Zhang
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2025, 11(3): 031203.
Paper No: RISK-24-1016
https://doi.org/10.1115/1.4066926
Published Online: November 22, 2024
View Article titled, Multi-State Reliability Modeling and Assessment for Corrosion of Organic Coating-Substrate Structure
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Topics: Coating processes, Coatings, Corrosion, Modeling, Reliability, Simulation, Water
Journal Articles

Uncertainty Quantification of Additively Manufactured Architected Cellular Materials for Energy Absorption Applications

Zheng Liu, Yanwen Xu, Yuan Jiang, Anabel Renteria, Parth Bansal, Chenlong Xu, Pingfeng Wang, Yumeng Li
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2025, 11(3): 031204.
Paper No: RISK-24-1031
https://doi.org/10.1115/1.4066933
Published Online: November 22, 2024
View Article titled, Uncertainty Quantification of Additively Manufactured Architected Cellular Materials for Energy Absorption Applications
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Topics: Absorption, Additive manufacturing, Compression, Design, Simulation, Uncertainty, Uncertainty quantification, Modeling, Manufacturing, Reliability
Journal Articles

Identification of Crashworthy Designs Combining Active Learning and the Solution Space Methodology

Paolo Ascia, Stefano Marelli, Bruno Sudret, Fabian Duddeck
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2025, 11(1): 011201.
Paper No: RISK-24-1062
https://doi.org/10.1115/1.4066621
Published Online: October 23, 2024
View Article titled, Identification of Crashworthy Designs Combining Active Learning and the Solution Space Methodology
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Topics: Crashworthiness, Design, Reliability, Simulation, Algorithms, Failure, Errors, Vehicles, Molten salt reactors
Journal Articles

Bayesian Model Updating of Multiscale Simulations Informing Corrosion Prognostics Using Conditional Invertible Neural Networks

Guofeng Qian, Jice Zeng, Zhen Hu, Michael D. Todd
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2025, 11(1): 011105.
Paper No: RISK-24-1050
https://doi.org/10.1115/1.4065845
Published Online: September 26, 2024
View Article titled, Bayesian Model Updating of Multiscale Simulations Informing Corrosion Prognostics Using Conditional Invertible Neural Networks
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Topics: Corrosion, Simulation, Artificial neural networks
Journal Articles

Deep Learning-Based Multifidelity Surrogate Modeling for High-Dimensional Reliability Prediction

Luojie Shi, Baisong Pan, Weile Chen, Zequn Wang
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2024, 10(3): 031106.
Paper No: RISK-24-1033
https://doi.org/10.1115/1.4065846
Published Online: July 24, 2024
View Article titled, Deep Learning-Based Multifidelity Surrogate Modeling for High-Dimensional Reliability Prediction
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Topics: Dimensions, Metamodeling, Reliability, Simulation, Uncertainty
Journal Articles

Complementing Drawability Assessment of Deep-Drawn Components With Surrogate-Based Global Sensitivity Analysis

Tobias Lehrer, Arne Kaps, Ingolf Lepenies, Elena Raponi, Marcus Wagner, Fabian Duddeck
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2024, 10(3): 031204.
Paper No: RISK-23-1098
https://doi.org/10.1115/1.4065143
Published Online: April 22, 2024
View Article titled, Complementing Drawability Assessment of Deep-Drawn Components With Surrogate-Based Global Sensitivity Analysis
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Topics: Design, Engineering simulation, Sensitivity analysis, Switchable insulation systems, Simulation, Simulation models
Journal Articles

Linear Moments-Based Monte Carlo Simulation for Reliability Analysis With Unknown Probability Distributions

Long-Wen Zhang, Yan-Gang Zhao
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2024, 10(2): 021103.
Paper No: RISK-23-1071
https://doi.org/10.1115/1.4064702
Published Online: March 7, 2024
View Article titled, Linear Moments-Based Monte Carlo Simulation for Reliability Analysis With Unknown Probability Distributions
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Topics: Event history analysis, Failure, Probability, Simulation, Statistical distributions, Stress
Journal Articles

Verification and Validation of Rotating Machinery Using Digital Twin

Yasar Yanik, Stephen Ekwaro-Osire, João Paulo Dias, Edgard Haenisch Porto, Diogo Stuani Alves, Tiago Henrique Machado, Gregory Bregion Daniel, Helio Fiori de Castro, Katia Lucchesi Cavalca
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2024, 10(1): 011104.
Paper No: RISK-22-1072
https://doi.org/10.1115/1.4063892
Published Online: January 8, 2024
View Article titled, Verification and Validation of Rotating Machinery Using Digital Twin
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Topics: Bearings, Digital twin, Disks, Machinery, Rotors, Simulation, Computer simulation
Journal Articles

Electrical Response Estimation of Vibratory Energy Harvesters via Hilbert Transform Based Stochastic Averaging

Ketson R. M. dos Santos
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2023, 9(4): 041201.
Paper No: RISK-23-1045
https://doi.org/10.1115/1.4062704
Published Online: June 30, 2023
View Article titled, Electrical Response Estimation of Vibratory Energy Harvesters via Hilbert Transform Based Stochastic Averaging
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Topics: Dynamics (Mechanics), Energy harvesting, Hardening, Simulation, Statistical distributions, Stochastic processes, Design, Damping, Harmonic oscillators, Random excitation
Journal Articles

Probabilistic Validation: Theoretical Foundation and Methodological Platform

Ha Bui, Tatsuya Sakurahara, Seyed Reihani, Ernie Kee, Zahra Mohaghegh
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2023, 9(2): 021204.
Paper No: RISK-22-1034
https://doi.org/10.1115/1.4056883
Published Online: March 7, 2023
View Article titled, Probabilistic Validation: Theoretical Foundation and Methodological Platform
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Topics: Uncertainty, Simulation
Journal Articles

Network Uncertainty Quantification for Analysis of Multi-Component Systems

John Tencer, Edward Rojas, Benjamin B. Schroeder
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2023, 9(2): 021203.
Paper No: RISK-22-1022
https://doi.org/10.1115/1.4055688
Published Online: October 26, 2022
View Article titled, Network Uncertainty Quantification for Analysis of Multi-Component Systems
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Topics: Boundary-value problems, Temperature, Uncertainty, Uncertainty quantification, Transients (Dynamics), Bombs, Simulation, Steady state
Journal Articles

Systematical Collision Avoidance Reliability Analysis and Characterization of Reliable System Operation for Autonomous Navigation Using the Dynamic Window Approach

Elnaz Asghari Torkamani, Zhimin Xi
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2022, 8(3): 031106.
Paper No: RISK-21-1093
https://doi.org/10.1115/1.4053941
Published Online: March 18, 2022
View Article titled, Systematical Collision Avoidance Reliability Analysis and Characterization of Reliable System Operation for Autonomous Navigation Using the Dynamic Window Approach
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Topics: Collisions (Physics), Event history analysis, Reliability, Navigation, Design, Simulation
Journal Articles

A Computational Framework for Human-Centric Vehicular Crashworthiness Design and Decision-Making Under Uncertainty

Anand Balu Nellippallil, Parker R. Berthelson, Luke Peterson, Raj K. Prabhu
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2022, 8(2): 021206.
Paper No: RISK-21-1050
https://doi.org/10.1115/1.4053515
Published Online: March 7, 2022
View Article titled, A Computational Framework for Human-Centric Vehicular Crashworthiness Design and Decision-Making Under Uncertainty
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Topics: Design, Uncertainty, Wounds, Risk, Simulation, Traffic accidents
Journal Articles

Improving Site-Dependent Wind Turbine Performance Prediction Accuracy Using Machine Learning

Sarah Barber, Florian Hammer, Adrian Tica
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2022, 8(2): 021102.
Paper No: RISK-21-1026
https://doi.org/10.1115/1.4053513
Published Online: March 1, 2022
View Article titled, Improving Site-Dependent Wind Turbine Performance Prediction Accuracy Using Machine Learning
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Topics: Artificial neural networks, Machine learning, Simulation, Wind farms, Wind turbines, Wind velocity, Deflection, Blades, Errors, Turbulence
Journal Articles

Proposing an Uncertainty Management Framework to Implement the Evidence Theory for Vehicle Crash Applications

Jonas Siegfried Jehle, Volker Andreas Lange, Matthias Gerdts
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2022, 8(2): 021204.
Paper No: RISK-21-1057
https://doi.org/10.1115/1.4053062
Published Online: January 7, 2022
View Article titled, Proposing an Uncertainty Management Framework to Implement the Evidence Theory for Vehicle Crash Applications
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Topics: Design, Dimensions, Finite element analysis, Sensitivity analysis, Simulation, Uncertainty, Vehicles, Engineers
Journal Articles

Improved Systemic Hazard Analysis Integrating With Systems Engineering Approach for Vehicle Autonomous Emergency Braking System

Jianyu Duan
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2022, 8(3): 031101.
Paper No: RISK-21-1018
https://doi.org/10.1115/1.4051780
Published Online: September 24, 2021
View Article titled, Improved Systemic Hazard Analysis Integrating With Systems Engineering Approach for Vehicle Autonomous Emergency Braking System
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Topics: Braking, Design, Emergencies, Hazard analysis, Hazards, Safety, Systems engineering, Task analysis, Vehicles, Accidents
Journal Articles

Assessing Wear Evolutions in Railway Wheelsets Using a Survival Modeling Approach

Guilherme A. C. Caldeira, Joaquim A. P. Braga, António R. Andrade
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2021, 7(4): 041001.
Paper No: RISK-21-1004
https://doi.org/10.1115/1.4051664
Published Online: September 13, 2021
View Article titled, Assessing Wear Evolutions in Railway Wheelsets Using a Survival Modeling Approach
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Topics: Railroads, Wear, Wheels, Wheelsets, Maintenance, Event history analysis, Flanges, Modeling, Simulation
Journal Articles

Application of Deep Transfer Learning and Uncertainty Quantification for Process Identification in Powder Bed Fusion

Piyush Pandita, Sayan Ghosh, Vipul K. Gupta, Andrey Meshkov, Liping Wang
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2022, 8(1): 011106.
Paper No: RISK-21-1010
https://doi.org/10.1115/1.4051748
Published Online: August 9, 2021
View Article titled, Application of Deep Transfer Learning and Uncertainty Quantification for Process Identification in Powder Bed Fusion
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Topics: Additive manufacturing, Design, Modeling, Simulation, Uncertainty quantification, Lasers, Computers, Physics