mfEGRA: Multifidelity Efficient Global Reliability Analysis through
Active Learning for Failure Boundary Location

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mfEGRA: Multifidelity Efficient Global Reliability Analysis through Active Learning for Failure Boundary Location

Structural And Multidisciplinary Optimization (SMO), 2019

6 October 2019

Karen E. Willcox

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Papers citing "mfEGRA: Multifidelity Efficient Global Reliability Analysis through Active Learning for Failure Boundary Location"

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Title
Multifidelity linear regression for scientific machine learning from scarce dataFoundations of Data Science (FDS), 2024 Elizabeth Qian Dayoung Kang Vignesh Sella Anirban Chaudhuri AI4CE 225 4 0 13 Mar 2024
Adaptive Reliability Analysis for Multi-fidelity Models using a Collective Learning Strategy Chi Zhang Chaolin Song A. Shafieezadeh 106 30 0 21 Sep 2021
Certifiable Risk-Based Engineering Design OptimizationAIAA Journal (AIAA J.), 2021 A. Chaudhuri Boris Kramer Matthew Norton Pratiksha Agrawal Karen E. Willcox 88 24 0 13 Jan 2021
A two-level Kriging-based approach with active learning for solving time-variant risk optimization problemsReliability Engineering & System Safety (RESS), 2020 H. M. Kroetz M. Moustapha A. Beck Bruno Sudret AI4CE 72 46 0 08 Jul 2020