{"total":12,"rows":[{"id":"2407.10005","title":"Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond","created":"2024-07-13","cited_by_count":24,"area":null},{"id":"2308.13380","title":"From system models to class models: An in-context learning paradigm","created":"2023-08-25","cited_by_count":16,"area":null},{"id":"2312.04083","title":"On the adaptation of in-context learners for system identification","created":"2023-12-07","cited_by_count":7,"area":null},{"id":"2410.03291","title":"Enhanced Transformer architecture for in-context learning of dynamical systems","created":"2024-10-04","cited_by_count":7,"area":null},{"id":"2504.11811","title":"Manifold meta-learning for reduced-complexity neural system identification","created":"2025-04-16","cited_by_count":2,"area":null},{"id":"2507.01414","title":"Decomposing Prediction Mechanisms for In-Context Recall","created":"2025-07-02","cited_by_count":0,"area":null},{"id":"2510.06661","title":"Delay Independent Safe Control with Neural Networks: Positive Lur'e Certificates for Risk Aware Autonomy","created":"2025-10-08","cited_by_count":0,"area":null},{"id":"2601.21266","title":"Model-Free Neural Filtering: A Comparison with Classical Filters in Nonlinear Systems","created":"2026-01-29","cited_by_count":0,"area":null},{"id":"2605.15608","title":"Transformer-like Inference from Optimal Control","created":"2026-05-15","cited_by_count":0,"area":null},{"id":"2606.12691","title":"Two-Layer Linear Auto-Regressive Models Estimate Latent States","created":"2026-06-10","cited_by_count":0,"area":null},{"id":"2607.18965","title":"Variational meta-learning inference for low dimensional neural system identification","created":"2026-07-21","cited_by_count":0,"area":null},{"id":"2610.13411","title":"In-Context Learning for System Identification: Probabilistic Formulation, Long-Sequence Handling, and Benchmark Validation","created":"2026-10-09","cited_by_count":0,"area":null}],"next_cursor":null}