{"total":15,"rows":[{"id":"2506.04528","title":"Hierarchical Implicit Neural Emulators","created":"2025-06-05","cited_by_count":10,"area":null},{"id":"2412.00589","title":"Invariant Measures in Time-Delay Coordinates for Unique Dynamical System Identification","created":"2024-11-30","cited_by_count":5,"area":null},{"id":"2602.16864","title":"Position: A Dynamical Systems Perspective is Needed to Advance Time Series Modeling","created":"2026-02-18","cited_by_count":4,"area":null},{"id":"2604.25904","title":"Teacher Forcing as Generalized Bayes: Optimization Geometry Mismatch in Switching Surrogates for Chaotic Dynamics","created":"2026-04-28","cited_by_count":2,"area":null},{"id":"2412.14318","title":"Long-time accuracy of ensemble Kalman filters for chaotic and machine-learned dynamical systems","created":"2024-12-18","cited_by_count":1,"area":null},{"id":"2502.05204","title":"Invariant Measures for Data-Driven Dynamical System Identification: Analysis and Application","created":"2025-01-31","cited_by_count":1,"area":null},{"id":"2509.13620","title":"A reduced-order derivative-informed neural operator for subsurface fluid-flow","created":"2025-09-17","cited_by_count":1,"area":null},{"id":"2510.18925","title":"Application of Reduced-Order Models for Temporal Multiscale Representations in the Prediction of Dynamical Systems","created":"2025-10-21","cited_by_count":1,"area":null},{"id":"2601.21860","title":"Pathwise Learning of Stochastic Dynamical Systems with Partial Observations","created":"2026-01-29","cited_by_count":1,"area":null},{"id":"2605.31547","title":"The Dynamic-Probabilistic Consistency Gap in Chaotic Surrogate Modeling","created":"2026-05-29","cited_by_count":1,"area":null},{"id":"2509.03992","title":"Divergence-kernel method for linear responses of densities and generative models","created":"2025-09-04","cited_by_count":0,"area":null},{"id":"2605.14405","title":"Watch your neighbors: Training statistically accurate chaotic systems with local phase space information","created":"2026-05-14","cited_by_count":0,"area":null},{"id":"2606.01596","title":"Second-order consistency for learning chaotic dynamics via randomized Jacobian matching","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2609.37944","title":"Identifiability Guarantees for Drivers and Dynamics of Delayed Physical Systems","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.06952","title":"Do Neural PDE Solvers Learn the Right Dynamics?","created":"2026-10-03","cited_by_count":0,"area":null}],"next_cursor":null}