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Page 1
Robust forecasting using predictive generalized synchronization in reservoir computing.
Chaos. 2021 Dec;31(12):123118. doi: 10.1063/5.0066013.
Chaos. 2021.
PMID: 34972341
A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics.
Platt JA, Penny SG, Smith TA, Chen TC, Abarbanel HDI.
Platt JA, et al. Among authors: penny sg.
Neural Netw. 2022 Sep;153:530-552. doi: 10.1016/j.neunet.2022.06.025. Epub 2022 Jun 30.
Neural Netw. 2022.
PMID: 35839598
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Constraining chaos: Enforcing dynamical invariants in the training of reservoir computers.
Platt JA, Penny SG, Smith TA, Chen TC, Abarbanel HDI.
Platt JA, et al. Among authors: penny sg.
Chaos. 2023 Oct 1;33(10):103107. doi: 10.1063/5.0156999.
Chaos. 2023.
PMID: 37788385
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Mathematical foundations of hybrid data assimilation from a synchronization perspective.
Penny SG.
Penny SG.
Chaos. 2017 Dec;27(12):126801. doi: 10.1063/1.5001819.
Chaos. 2017.
PMID: 29289051
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Observational Needs for Improving Ocean and Coupled Reanalysis, S2S Prediction, and Decadal Prediction.
Penny SG, Akella S, Balmaseda MA, Browne P, Carton JA, Chevallier M, Counillon F, Domingues C, Frolov S, Heimbach P, Hogan P, Hoteit I, Iovino D, Laloyaux P, Martin MJ, Masina S, Moore AM, de Rosnay P, Schepers D, Sloyan BM, Storto A, Subramanian A, Nam S, Vitart F, Yang C, Fujii Y, Zuo H, O'Kane T, Sandery P, Moore T, Chapman CC.
Penny SG, et al.
Front Mar Sci. 2019 Jul;6:391. doi: 10.3389/fmars.2019.00391.
Front Mar Sci. 2019.
PMID: 31534949
Free PMC article.
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Causality Analysis: Identifying the Leading Element in a Coupled Dynamical System.
BozorgMagham AE, Motesharrei S, Penny SG, Kalnay E.
BozorgMagham AE, et al. Among authors: penny sg.
PLoS One. 2015 Jun 30;10(6):e0131226. doi: 10.1371/journal.pone.0131226. eCollection 2015.
PLoS One. 2015.
PMID: 26125157
Free PMC article.
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