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Gemma J. Anderson

Lawrence Livermore National Laboratory, Livermore, CA

Transfer learning suppresses simulation bias in predictive models built from sparse, multi-modal data

Apr 19, 2021
Bogdan Kustowski, Jim A. Gaffney, Brian K. Spears, Gemma J. Anderson, Rushil Anirudh, Peer-Timo Bremer, Jayaraman J. Thiagarajan

* 13 pages, 12 figures 

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Improving seasonal forecast using probabilistic deep learning

Oct 27, 2020
Baoxiang Pan, Gemma J. Anderson, AndrE Goncalves, Donald D. Lucas, CEline J. W. Bonfils, Jiwoo Lee

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Meaningful uncertainties from deep neural network surrogates of large-scale numerical simulations

Oct 26, 2020
Gemma J. Anderson, Jim A. Gaffney, Brian K. Spears, Peer-Timo Bremer, Rushil Anirudh, Jayaraman J. Thiagarajan

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