mfEGRA: Multifidelity efficient global reliability analysis through active learning for failure boundary location-Reference-Cited by-同舟云学术

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mfEGRA: Multifidelity efficient global reliability analysis through active learning for failure boundary location

Published:2021-04-23 Issue: Volume: Page:
ISSN:1615-147X
Container-title:Structural and Multidisciplinary Optimization
language:en
Short-container-title:Struct Multidisc Optim

Author:

Chaudhuri Anirban^ORCID,Marques Alexandre N.,Willcox Karen

Funder

Air Force Office of Scientific Research

Air Force Center of Excellence

Department of Energy Office of Science

Publisher

Springer Science and Business Media LLC

Subject

Control and Optimization,Computer Graphics and Computer-Aided Design,Computer Science Applications,Control and Systems Engineering,Software

Link

https://link.springer.com/content/pdf/10.1007/s00158-021-02892-5.pdf

Reference38 articles.

1. Au SK, Beck JL (2001) Estimation of small failure probabilities in high dimensions by subset simulation. Probabilistic Eng Mech 16(4):263–277

2. Basudhar A, Missoum S (2013) Reliability assessment using probabilistic support vector machines. Int J Reliab Saf 7(2):156–173

3. Basudhar A, Missoum S, Sanchez AH (2008) Limit state function identification using support vector machines for discontinuous responses and disjoint failure domains. Probabilistic Eng Mech 23(1):1–11

4. Bect J, Ginsbourger D, Li L, Picheny V, Vazquez E (2012) Sequential design of computer experiments for the estimation of a probability of failure. Stat Comput 22(3):773–793

5. Bichon BJ, Eldred MS, Swiler LP, Mahadevan S, McFarland JM (2008) Efficient global reliability analysis for nonlinear implicit performance functions. AIAA J 46(10):2459–2468

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