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Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics.

P. Vlachas, J. Pathak, B. Hunt, T. Sapsis, M. Girvan, E. Ott, and P. Koumoutsakos. Neural Networks, (2020)

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Trilochan Pathak

Nemaí Chand Pathak

Jaideep Gerard Rao

Krishna Mani Pathak

Bhim Sen Pathak

Other publications of authors with the same name

Forecasting of Spatio-temporal Chaotic Dynamics with Recurrent Neural Networks: a comparative study of Reservoir Computing and Backpropagation Algorithms.P. Vlachas, J. Pathak, B. Hunt, T. Sapsis, M. Girvan, E. Ott, and P. Koumoutsakos. CoRR, (2019)Using Machine Learning to Augment Coarse-Grid Computational Fluid Dynamics Simulations.J. Pathak, M. Mustafa, K. Kashinath, E. Motheau, T. Kurth, and M. Day. CoRR, (2020)DiffObs: Generative Diffusion for Global Forecasting of Satellite ObservationsJ. Stock, J. Pathak, Y. Cohen, M. Pritchard, P. Garg, D. Durran, M. Mardani, and N. Brenowitz. (2024)A Practical Probabilistic Benchmark for AI Weather Models.N. Brenowitz, Y. Cohen, J. Pathak, A. Mahesh, B. Bonev, T. Kurth, D. Durran, P. Harrington, and M. Pritchard. CoRR, (2024)FourCastNet: Accelerating Global High-Resolution Weather Forecasting using Adaptive Fourier Neural Operators.T. Kurth, S. Subramanian, P. Harrington, J. Pathak, M. Mardani, D. Hall, A. Miele, K. Kashinath, and A. Anandkumar. CoRR, (2022)Using Data Assimilation to Train a Hybrid Forecast System that Combines Machine-Learning and Knowledge-Based Components.A. Wikner, J. Pathak, B. Hunt, I. Szunyogh, M. Girvan, and E. Ott. CoRR, (2021)Reservoir Computing for Forecasting Large Spatiotemporal Dynamical Systems.J. Pathak, and E. Ott. Reservoir Computing, Springer, (2021)Machine Learning Approaches for Data-Driven Analysis and Forecasting of High-Dimensional Chaotic Dynamical Systems.J. Pathak. University of Maryland, College Park, MD, USA, (2019)base-search.net (ftunivmaryland:oai:drum.lib.umd.edu:1903/25469).FourCastNet: Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators.T. Kurth, S. Subramanian, P. Harrington, J. Pathak, M. Mardani, D. Hall, A. Miele, K. Kashinath, and A. Anandkumar. PASC, page 13:1-13:11. ACM, (2023)FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators.J. Pathak, S. Subramanian, P. Harrington, S. Raja, A. Chattopadhyay, M. Mardani, T. Kurth, D. Hall, Z. Li, K. Azizzadenesheli and 3 other author(s). CoRR, (2022)

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Disambiguation of "Pathak, Jaideep"

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Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics.

Please choose a person to relate this publication to

Trilochan Pathak

Nemaí Chand Pathak

Jaideep Gerard Rao

Krishna Mani Pathak

Bhim Sen Pathak

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Pathak, Jaideep"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics.

Please choose a person to relate this publication to

Trilochan Pathak

Nemaí Chand Pathak

Jaideep Gerard Rao

Krishna Mani Pathak

Bhim Sen Pathak

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics.