{"total":22,"rows":[{"id":"2309.11470","title":"Model-free tracking control of complex dynamical trajectories with machine learning","created":"2023-09-20","cited_by_count":13,"area":null},{"id":"2210.10211","title":"Catch-22s of reservoir computing","created":"2022-10-18","cited_by_count":11,"area":null},{"id":"2409.07590","title":"Deep Learning for predicting rate-induced tipping","created":"2024-09-11","cited_by_count":8,"area":null},{"id":"2205.11375","title":"Exploring the limits of multifunctionality across different reservoir computers","created":"2022-05-23","cited_by_count":7,"area":null},{"id":"2407.08641","title":"How more data can hurt: Instability and regularization in next-generation reservoir computing","created":"2024-07-11","cited_by_count":5,"area":null},{"id":"2305.14374","title":"Inferring Attracting Basins of Power System with Machine Learning","created":"2023-05-20","cited_by_count":4,"area":null},{"id":"2311.09142","title":"Machine-learning parameter tracking with partial state observation","created":"2023-11-15","cited_by_count":4,"area":null},{"id":"2501.01579","title":"Unsupervised learning for anticipating critical transitions","created":"2025-01-02","cited_by_count":4,"area":null},{"id":"2104.14474","title":"Learning Hamiltonian dynamics by reservoir computer","created":"2021-04-24","cited_by_count":2,"area":null},{"id":"2210.06144","title":"Digital twins of nonlinear dynamical systems","created":"2022-10-05","cited_by_count":2,"area":null},{"id":"2211.09955","title":"Emergence of a stochastic resonance in machine learning","created":"2022-11-15","cited_by_count":2,"area":null},{"id":"2410.07368","title":"Learning to learn ecosystems from limited data -- a meta-learning approach","created":"2024-10-02","cited_by_count":2,"area":null},{"id":"2410.21222","title":"Reconstructing dynamics from sparse observations with no training on target system","created":"2024-10-28","cited_by_count":2,"area":null},{"id":"2507.21496","title":"Multifunctional physical reservoir computing in soft tensegrity robots","created":"2025-07-29","cited_by_count":2,"area":null},{"id":"2209.01198","title":"Estimation of Correlation Matrices from Limited time series Data using Machine Learning","created":"2022-09-02","cited_by_count":1,"area":null},{"id":"2309.11461","title":"Digital twins of nonlinear dynamical systems: A perspective","created":"2023-09-20","cited_by_count":1,"area":null},{"id":"2405.08825","title":"Thermodynamic limit in learning period three","created":"2024-05-12","cited_by_count":1,"area":null},{"id":"2505.15219","title":"Versatile Reservoir Computing for Heterogeneous Complex Networks","created":"2025-05-21","cited_by_count":1,"area":null},{"id":"2311.14910","title":"A latent linear model for nonlinear coupled oscillators on graphs","created":"2023-11-25","cited_by_count":0,"area":null},{"id":"2312.14210","title":"Fold Bifurcation Identification through Scientific Machine Learning","created":"2023-12-21","cited_by_count":0,"area":null},{"id":"2402.14877","title":"Machine-learning prediction of tipping with applications to the Atlantic Meridional Overturning Circulation","created":"2024-02-21","cited_by_count":0,"area":null},{"id":"2604.26632","title":"Inferring bifurcation diagrams of two distinct chaotic systems by a single machine","created":"2026-04-29","cited_by_count":0,"area":null}],"next_cursor":null}