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Journal Articles

Probabilistic Validation: Computational Platform and Application to Fire Pra of Nuclear Power Plants

Accepted Manuscript
Ha Bui, Tatsuya Sakurahara, Seyed Reihani, Ernie Kee, Zahra Mohaghegh
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B.
Paper No: RISK-22-1035
https://doi.org/10.1115/1.4063071
Published Online: August 1, 2023
View Article titled, Probabilistic Validation: Computational Platform and Application to Fire Pra of Nuclear Power Plants
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Topics: Fire, Nuclear power stations, Risk, Simulation, Simulation models, Modeling, Licensing, Nuclear industry, Nuclear reactors, Probabilistic risk assessment
Journal Articles

Development and Application of a Predictive Model for Estimating Refinery Shutdown Duration and Resilience Impacts Due to Hurricane Hazards

Kendall M. Capshaw, Jamie E. Padgett
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
Publisher: ASME
ASME J. Risk Uncertainty Part B. September 2023, 9(3): 031101.
Paper No: RISK-23-1011
https://doi.org/10.1115/1.4062681
Published Online: June 23, 2023
View Article titled, Development and Application of a Predictive Model for Estimating Refinery Shutdown Duration and Resilience Impacts Due to Hurricane Hazards
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Topics: Downtime, Hazards, Resilience, Shorelines, Storms, Databases, Modeling, Petroleum
Journal Articles

Mathematical Modeling for Carbon Dioxide Level Within Confined Spaces

Lincan Yan, Dave S. Yantek, Cory R. DeGennaro, Rohan D. Fernando
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Technical Briefs
ASME J. Risk Uncertainty Part B. June 2023, 9(2): 024501.
Paper No: RISK-22-1004
https://doi.org/10.1115/1.4055389
Published Online: October 3, 2022
View Article titled, Mathematical Modeling for Carbon Dioxide Level Within Confined Spaces
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Topics: Carbon dioxide, Modeling, Space, Air flow, Oxygen, Regulations
Journal Articles

Accelerating Additive Design With Probabilistic Machine Learning

Yiming Zhang, Sreekar Karnati, Soumya Nag, Neil Johnson, Genghis Khan, Brandon Ribic
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2022, 8(1): 011109.
Paper No: RISK-20-1113
https://doi.org/10.1115/1.4051699
Published Online: September 20, 2021
View Article titled, Accelerating Additive Design With Probabilistic Machine Learning
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Topics: Additive manufacturing, Design, Machine learning, Modeling, Optimization, Sensitivity analysis, Thin wall structures, Uncertainty, Tensile strength
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
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
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
Journal Articles

A Transfer Learning-Based Multi-Fidelity Point-Cloud Neural Network Approach for Melt Pool Modeling in Additive Manufacturing

Xufeng Huang, Tingli Xie, Zhuo Wang, Lei Chen, Qi Zhou, Zhen Hu
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2022, 8(1): 011104.
Paper No: RISK-21-1011
https://doi.org/10.1115/1.4051749
Published Online: August 4, 2021
View Article titled, A Transfer Learning-Based Multi-Fidelity Point-Cloud Neural Network Approach for Melt Pool Modeling in Additive Manufacturing
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Topics: Additive manufacturing, Artificial neural networks, Modeling, Uncertainty, Cathode ray oscilloscopes, Electron beams, Temperature
Journal Articles

Conservative Confidence Interval Prediction in Fused Deposition Modeling Process With Linear Optimization Approach

Arup Dey, Nita Yodo
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2022, 8(1): 011101.
Paper No: RISK-20-1115
https://doi.org/10.1115/1.4051750
Published Online: August 2, 2021
View Article titled, Conservative Confidence Interval Prediction in Fused Deposition Modeling Process With Linear Optimization Approach
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Topics: Linear programming, Modeling, Regression models, Uncertainty, Compressive strength, Data collection, Optimization, Errors
Journal Articles

Impact of Geotechnical Uncertainty on the Preliminary Design of Monopiles Supporting Offshore Wind Turbines

Cormac Reale, Jacques Tott-Buswell, Luke J. Prendergast
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2021, 7(4): 040903.
Paper No: RISK-20-1103
https://doi.org/10.1115/1.4051418
Published Online: July 21, 2021
View Article titled, Impact of Geotechnical Uncertainty on the Preliminary Design of Monopiles Supporting Offshore Wind Turbines
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Topics: Design, Soil, Stiffness, Stress, Uncertainty, Offshore wind turbines, Ocean engineering, Wind turbines, Modeling, Displacement
Journal Articles

Uncertainty Quantification for Fatigue Life of Offshore Wind Turbine Structure

Abraham Nispel, Stephen Ekwaro-Osire, João Paulo Dias, Americo Cunha, Jr.
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2021, 7(4): 040901.
Paper No: RISK-20-1099
https://doi.org/10.1115/1.4051162
Published Online: July 12, 2021
View Article titled, Uncertainty Quantification for Fatigue Life of Offshore Wind Turbine Structure
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Topics: Fatigue life, Offshore wind turbines, Reliability, Uncertainty, Uncertainty quantification, Modeling, Sensitivity analysis, Fatigue, Probability, Physics
Journal Articles

Shell Buckling With Polymorphic Uncertain Surface Imperfections and Sensitivity Analysis

Marc Fina, Lukas Panther, Patrick Weber, Werner Wagner
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2021, 7(2): 020909.
Paper No: RISK-20-1083
https://doi.org/10.1115/1.4050165
Published Online: April 23, 2021
View Article titled, Shell Buckling With Polymorphic Uncertain Surface Imperfections and Sensitivity Analysis
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Topics: Buckling, Chaos, Polynomials, Sensitivity analysis, Shells, Stress, Probability, Optimization, Uncertainty, Modeling
Journal Articles

Stochastic Response Analysis and Reliability-Based Design Optimization of Nonlinear Electromechanical Energy Harvesters With Fractional Derivative Elements

Ioannis Petromichelakis, Apostolos F. Psaros, Ioannis A. Kougioumtzoglou
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2021, 7(1): 010901.
Paper No: RISK-19-1091
https://doi.org/10.1115/1.4049232
Published Online: January 21, 2021
View Article titled, Stochastic Response Analysis and Reliability-Based Design Optimization of Nonlinear Electromechanical Energy Harvesters With Fractional Derivative Elements
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Topics: Design, Energy harvesting, Failure, Optimization, Probability, Modeling, Path integrals, Reliability-based optimization
Journal Articles

Uncertainty Analysis of Piezoelectric Vibration Energy Harvesters Using a Finite Element Level-Based Maximum Entropy Approach

X. Q. Wang, Yabin Liao, Marc P. Mignolet
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2021, 7(1): 010906.
Paper No: RISK-20-1013
https://doi.org/10.1115/1.4049208
Published Online: January 21, 2021
View Article titled, Uncertainty Analysis of Piezoelectric Vibration Energy Harvesters Using a Finite Element Level-Based Maximum Entropy Approach
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Topics: Energy harvesting, Excitation, Finite element analysis, Modeling, Stiffness, Stress, Uncertainty, Uncertainty analysis, Vibration, Entropy
Journal Articles

Effect of Chemical Vapor Infiltration Induced Matrix Porosity on the Mechanical Behavior of Ceramic Matrix Minicomposites

Abhilash Nagaraja, Suhasini Gururaja
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2020, 6(4): 041005.
Paper No: RISK-20-1021
https://doi.org/10.1115/1.4047465
Published Online: June 26, 2020
View Article titled, Effect of Chemical Vapor Infiltration Induced Matrix Porosity on the Mechanical Behavior of Ceramic Matrix Minicomposites
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Topics: Ceramic matrix composites, Elasticity, Fibers, Microscale devices, Porosity, Statistical distributions, Stress concentration, Modeling, Mechanical behavior
Journal Articles

Mapping SysML Diagrams Into Bayesian Networks: A Systems Engineering Approach for Fault Diagnosis

Arthur Henrique de Andrade Melani, Gilberto Francisco Martha de Souza
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2020, 6(3): 031003.
Paper No: RISK-19-1080
https://doi.org/10.1115/1.4045975
Published Online: May 25, 2020
View Article titled, Mapping SysML Diagrams Into Bayesian Networks: A Systems Engineering Approach for Fault Diagnosis
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Topics: Fault diagnosis, Sensors, Modeling, Probability
Journal Articles

Special Section on Uncertainty Management in Complex Multiphysics Structural Dynamics

Sifeng Bi, Michael Beer, Morvan Ouisse, Scott Cogan
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Guest Editorial
ASME J. Risk Uncertainty Part B. September 2020, 6(3): 030301.
Paper No: RISK-20-1045
https://doi.org/10.1115/1.4047097
Published Online: May 14, 2020
View Article titled, Special Section on Uncertainty Management in Complex Multiphysics Structural Dynamics
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Topics: Structural dynamics, Uncertainty, Modeling
Journal Articles

Digital Twins: State-of-the-Art and Future Directions for Modeling and Simulation in Engineering Dynamics Applications

D. J. Wagg, K. Worden, R. J. Barthorpe, P. Gardner
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2020, 6(3): 030901.
Paper No: RISK-19-1039
https://doi.org/10.1115/1.4046739
Published Online: May 12, 2020
View Article titled, Digital Twins: State-of-the-Art and Future Directions for Modeling and Simulation in Engineering Dynamics Applications
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Topics: Dynamics (Mechanics), Modeling, Simulation, Workflow, Uncertainty, Physics, Uncertainty quantification, Design
Journal Articles

Advances in Bayesian Probabilistic Modeling for Industrial Applications

Sayan Ghosh, Piyush Pandita, Steven Atkinson, Waad Subber, Yiming Zhang, Natarajan Chennimalai Kumar, Suryarghya Chakrabarti, Liping Wang
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2020, 6(3): 030904.
Paper No: RISK-19-1074
https://doi.org/10.1115/1.4046747
Published Online: May 12, 2020
View Article titled, Advances in Bayesian Probabilistic Modeling for Industrial Applications
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Topics: Design, Modeling, Sensitivity analysis, Transients (Dynamics), Uncertainty, Calibration
Journal Articles

Modeling Uncertain and Dynamic Interdependencies of Infrastructure Systems Using Stochastic Block Models

Jin-Zhu Yu, Hiba Baroud
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2020, 6(2): 020906.
Paper No: RISK-19-1051
https://doi.org/10.1115/1.4046472
Published Online: March 27, 2020
View Article titled, Modeling Uncertain and Dynamic Interdependencies of Infrastructure Systems Using Stochastic Block Models
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Topics: Resilience, Probability, Water, Modeling, Uncertainty
Journal Articles

Spatiotemporal Integration of an Agent-Based First Responder Performance Model With a Fire Hazard Propagation Model for Probabilistic Risk Assessment of Nuclear Power Plants

Ha Bui, Tatsuya Sakurahara, Seyed Reihani, Ernie Kee, Zahra Mohaghegh
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2020, 6(1): 011011.
Paper No: RISK-18-1118
https://doi.org/10.1115/1.4044793
Published Online: November 15, 2019
View Article titled, Spatiotemporal Integration of an Agent-Based First Responder Performance Model With a Fire Hazard Propagation Model for Probabilistic Risk Assessment of Nuclear Power Plants
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Topics: Fire, Hazards, Fiber reinforced plastics, Modeling, Simulation