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The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory.
Neural Netw. 2023 Sep;166:85-104. doi: 10.1016/j.neunet.2023.06.036. Epub 2023 Jul 10.
Neural Netw. 2023.
PMID: 37480771
Bayesian3 Active Learning for the Gaussian Process Emulator Using Information Theory.
Oladyshkin S, Mohammadi F, Kroeker I, Nowak W.
Oladyshkin S, et al.
Entropy (Basel). 2020 Aug 13;22(8):890. doi: 10.3390/e22080890.
Entropy (Basel). 2020.
PMID: 33286660
Free PMC article.
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Application of the polynomial chaos expansion to approximate the homogenised response of the intervertebral disc.
Karajan N, Otto D, Oladyshkin S, Ehlers W.
Karajan N, et al. Among authors: oladyshkin s.
Biomech Model Mechanobiol. 2014 Oct;13(5):1065-80. doi: 10.1007/s10237-014-0555-y. Epub 2014 Feb 20.
Biomech Model Mechanobiol. 2014.
PMID: 24553971
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Probabilistic Assessment of Above Zone Pressure Predictions at a Geologic Carbon Storage Site.
Namhata A, Oladyshkin S, Dilmore RM, Zhang L, Nakles DV.
Namhata A, et al. Among authors: oladyshkin s.
Sci Rep. 2016 Dec 20;6:39536. doi: 10.1038/srep39536.
Sci Rep. 2016.
PMID: 27996043
Free PMC article.
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