Learning unseen coexisting attractors

28 July 2022

Papers citing "Learning unseen coexisting attractors"

6 / 6 papers shown

Title
On the emergence of numerical instabilities in Next Generation Reservoir Computing Edmilson Roque dos Santos Erik Bollt 31 0 0 01 May 2025
How more data can hurt: Instability and regularization in next-generation reservoir computing Yuanzhao Zhang Edmilson Roque dos Santos Sean P. Cornelius 85 2 0 28 Jan 2025
Small jet engine reservoir computing digital twin Colton J. Wright Nicholas Biederman Brian Gyovai Daniel J. Gauthier Jay P. Wilhelm 15 0 0 15 Dec 2023
Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization Alexander Wikner Joseph Harvey M. Girvan Brian R. Hunt Andrew Pomerance Thomas Antonsen Edward Ott 21 6 0 09 Nov 2022
Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing André Röhm D. Gauthier Ingo Fischer 58 38 0 06 Aug 2021
Adding Filters to Improve Reservoir Computer Performance T. Carroll 24 10 0 24 Aug 2020