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Bayesian neural networks for probabilistic surrogate models - uncertainty quantification, propagation and sensitivity analysis

James Alexandre Goulet and Luong-Ha Nguyen

Paper (2023)

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Department: Department of Civil, Geological and Mining Engineering
PolyPublie URL: https://publications.polymtl.ca/54755/
Conference Title: 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14)
Conference Location: Dublin, Ireland
Conference Date(s): 2023-07-09 - 2023-07-13
Official URL: http://www.tara.tcd.ie/bitstream/handle/2262/10367...
Date Deposited: 28 Aug 2023 10:03
Last Modified: 05 Apr 2024 12:01
Cite in APA 7: Goulet, J. A., & Nguyen, L.-H. (2023, July). Bayesian neural networks for probabilistic surrogate models - uncertainty quantification, propagation and sensitivity analysis [Paper]. 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14), Dublin, Ireland (8 pages). http://www.tara.tcd.ie/bitstream/handle/2262/103675/submission_580.pdf?sequence=1

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