no code implementations • 19 Apr 2021 • Bogdan Kustowski, Jim A. Gaffney, Brian K. Spears, Gemma J. Anderson, Rushil Anirudh, Peer-Timo Bremer, Jayaraman J. Thiagarajan, Michael K. G. Kruse, Ryan C. Nora
The method described in this paper can be applied to a wide range of problems that require transferring knowledge from simulations to the domain of experiments.
no code implementations • 27 Oct 2020 • Baoxiang Pan, Gemma J. Anderson, Andre Goncalves, Donald D. Lucas, CEline J. W. Bonfils, Jiwoo Lee
We apply this probabilistic forecast methodology to quantify the impacts of initialization errors and model formulation deficiencies in a dynamical seasonal forecasting system.
no code implementations • 26 Oct 2020 • Gemma J. Anderson, Jim A. Gaffney, Brian K. Spears, Peer-Timo Bremer, Rushil Anirudh, Jayaraman J. Thiagarajan
Large-scale numerical simulations are used across many scientific disciplines to facilitate experimental development and provide insights into underlying physical processes, but they come with a significant computational cost.