OpenReservoirComputing: GPU-Accelerated Reservoir Computing in JAX

Python Submitted 03 March 2026Published 06 July 2026
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Authors

Jan P. Williams (0009-0005-4955-0411), Dima Tretiak (0009-0005-0419-7554), Steven L. Brunton (0000-0002-6565-5118), J. Nathan Kutz (0000-0002-6004-2275), Krithika Manohar (0000-0002-1582-6767)

Citation

Williams et al., (2026). OpenReservoirComputing: GPU-Accelerated Reservoir Computing in JAX. Journal of Open Source Software, 11(123), 10486, https://doi.org/10.21105/joss.10486

@article{Williams2026, doi = {10.21105/joss.10486}, url = {https://doi.org/10.21105/joss.10486}, year = {2026}, publisher = {The Open Journal}, volume = {11}, number = {123}, pages = {10486}, author = {Williams, Jan P. and Tretiak, Dima and Brunton, Steven L. and Kutz, J. Nathan and Manohar, Krithika}, title = {OpenReservoirComputing: GPU-Accelerated Reservoir Computing in JAX}, journal = {Journal of Open Source Software} }
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JAX reservoir computing echo state networks time-series forecasting chaotic systems

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