Reservoir computing with diverse timescales for prediction of multiscale dynamics
Machine learning approaches have recently been leveraged as a substitute or an aid for physical/mathematical modeling approaches to dynamical systems. To develop an efficient machine learning method dedicated to modeling and prediction of multiscale dynamics, we propose a reservoir computing (RC) mo...
| Main Authors: | , , , |
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| Format: | Article |
| Jezik: | English |
| Izdano: |
American Physical Society
2022-07-01
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| Serija: | Physical Review Research |
| Online dostop: | http://doi.org/10.1103/PhysRevResearch.4.L032014 |