Tag: ngrc
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On the emergence of numerical instabilities in Next Generation Reservoir Computing
On the emergence of numerical instabilities in Next Generation Reservoir Computing arXiv:2505.00846v1 Announce Type: new Abstract: Next Generation Reservoir Computing (NGRC) is a low-cost machine learning method for forecasting chaotic time series from data. However, ensuring the dynamical stability of NGRC models during autonomous prediction remains a challenge. In this work, we uncover a key…