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Journal Articles

Robust Design Optimization of Expensive Stochastic Simulators Under Lack-of-Knowledge

Conradus van Mierlo, Augustin Persoons, Matthias G. R. Faes, David Moens

ASME J. Risk Uncertainty Part B. June 2023, 9(2): 021205.

Paper No: RISK-22-1065

https://doi.org/10.1115/1.4056950

Published Online: March 24, 2023

.... 106910 . 10.1016/j.compstruc.2022.106910 [6] Zang , C. , Friswell , M. , and Mottershead , J. , 2005 , “ A Review of Robust Optimal Design and Its Application in Dynamics ,” Comput. Struct. , 83 ( 4–5 ), pp. 315 – 326 . 10.1016/j.compstruc.2004.10.007 [7] Hu , N...

View Article titled, Robust Design Optimization of Expensive Stochastic Simulators Under Lack-of-Knowledge

Topics: Design, Noise (Sound), Optimization, Robustness, Uncertainty, Crashworthiness

Journal Articles

Accelerating Additive Design With Probabilistic Machine Learning

Yiming Zhang, Sreekar Karnati, Soumya Nag, Neil Johnson, Genghis Khan, Brandon Ribic

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

... 09 11 2020 08 02 2021 20 09 2021 Gaussian process adaptive sampling inverse problem robust optimization additive design Air Force Research Laboratory 10.13039/100006602 FA8650-16-2-5700 Additive manufacturing (AM) is the process of joining materials...

View Article titled, Accelerating Additive Design With Probabilistic Machine Learning

Topics: Additive manufacturing, Design, Machine learning, Modeling, Optimization, Sensitivity analysis, Thin wall structures, Uncertainty, Tensile strength

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering

Probabilistic Analysis and Time Variation Model of Concrete Compressive Strength in Existing Buildings

Qingxia Yue; Weina Wang; Xin Zhang

Adaptive Sampling-Based Bayesian Model Updating for Bridges Considering Substructure Approach

Shu-Han Yang; Ting-Hua Yi; Chun-Xu Qu; Song-Han Zhang, Ph.D.; Chong Li, Ph.D.

Bayesian Multimodel Probabilistic Methodology for Stability Analysis of Rock Structures with Limited Data of Copula-Dependent Inputs

Akshay Kumar; Gaurav Tiwari

Personalized Vulnerability Assessment of Customized Low-Rise Wood-Frame Residential Structures under Hurricane Wind Loads: A Flexible Scenario-Based Simulation Approach

Giovanna Fusco; Jin Zhu, Ph.D.

A Structural Equation Model to Analyze the Effects of COVID-19 Pandemic Risks on Project Success: Contractors’ Perspectives

M. K. S. Al-Mhdawi; Mario Brito; B. S. Onggo; Abroon Qazi; Alan O’Connor; Bilal M. Ayyub, Ph.D.; Albert P. C. Chan, Ph.D.

Seismic Fragility Analysis of Base-Isolated Structures Based on Response Surface Method

Chao Luo, Ph.D.; Hao Wang, Ph.D.; Xiaoxia Guo; Feiyu Wang; Kexin Tao; Huaiping Feng

Erratum for “Data-Driven Development of Three-Dimensional Subsurface Models from Sparse Measurements Using Bayesian Compressive Sampling: A Benchmarking Study”

Borui Lyu; Yue Hu; Yu Wang

Efficient System Reliability Analysis for Layered Soil Slopes with Multiple Failure Modes Using Sequential Compounding Method

Kang Liao; Yiping Wu; Fasheng Miao; Longfei Zhang; Michael Beer

Identifying Critical Stations Affecting Vulnerability of a Metro Network Considering Passenger Flow and Cascading Failure: Case of Xi’an Metro in China

Zhuanglin Ma; Jie Liu; Steven I-Jy Chien; Xuefei Hu; Yiheng Shao

The Typhoon Wind Hazard Assessment Considering the Correlation among the Key Random Variables Using the Copula Method

Xu Hong; Yupeng Song; Fan Kong; Michael Beer

Benchmarking Data-Driven Site Characterization

Kok-Kwang Phoon, Ph.D.; Takayuki Shuku; Jianye Ching, Ph.D.; Ikumasa Yoshida, Dr.Eng.

Employee Survey Identifying Threats and Motivating Factors in the Implementation of ISO 9001 in the Kuwait Oil and Gas Sector

Ayedh Almutairi; Timothy L. Eddy; Vipin Wilson; James H. Lambert

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Journal citation

NARROW

Robust Design Optimization of Expensive Stochastic Simulators Under Lack-of-Knowledge

Accelerating Additive Design With Probabilistic Machine Learning

Probabilistic Analysis and Time Variation Model of Concrete Compressive Strength in Existing Buildings

Adaptive Sampling-Based Bayesian Model Updating for Bridges Considering Substructure Approach

Bayesian Multimodel Probabilistic Methodology for Stability Analysis of Rock Structures with Limited Data of Copula-Dependent Inputs

Personalized Vulnerability Assessment of Customized Low-Rise Wood-Frame Residential Structures under Hurricane Wind Loads: A Flexible Scenario-Based Simulation Approach

Uncertainty Propagation of Missing Data Signals with the Interval Discrete Fourier Transform

Probabilistic Seismic Capacity Model of Pier Columns: A Semiparametric Regression Approach

Scale Effect on the Apparent Anisotropic Hydraulic Conductivity of Geomaterials

A Structural Equation Model to Analyze the Effects of COVID-19 Pandemic Risks on Project Success: Contractors’ Perspectives

Seismic Fragility Analysis of Base-Isolated Structures Based on Response Surface Method

Erratum for “Data-Driven Development of Three-Dimensional Subsurface Models from Sparse Measurements Using Bayesian Compressive Sampling: A Benchmarking Study”

No-Free-Lunch Theorems for Reliability Analysis

Key Contributory Factors Influencing Cycling Safety: Comprehensive Review Based on Accident Data and Literature Survey

An Integrated Uncertainty Quantification Framework for Probabilistic Seismic Hazard Analysis

Earthquake-Induced Failure Analysis of High-Rise Steel Buildings under Sequential Long-Duration Ground Motions

What Geotechnical Engineers Want to Know about Reliability

Efficient System Reliability Analysis for Layered Soil Slopes with Multiple Failure Modes Using Sequential Compounding Method

Identifying Critical Stations Affecting Vulnerability of a Metro Network Considering Passenger Flow and Cascading Failure: Case of Xi’an Metro in China

The Typhoon Wind Hazard Assessment Considering the Correlation among the Key Random Variables Using the Copula Method

Benchmarking Data-Driven Site Characterization

Employee Survey Identifying Threats and Motivating Factors in the Implementation of ISO 9001 in the Kuwait Oil and Gas Sector

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