{"total":15,"rows":[{"id":"2212.05591","title":"Random Feature Models for Learning Interacting Dynamical Systems","created":"2022-12-11","cited_by_count":10,"area":null},{"id":"2102.00327","title":"Learning Interaction Kernels for Agent Systems on Riemannian Manifolds","created":"2021-01-30","cited_by_count":7,"area":null},{"id":"2410.16295","title":"Universal Approximation of Mean-Field Models via Transformers","created":"2024-10-06","cited_by_count":7,"area":null},{"id":"2208.02758","title":"Learning Interaction Variables and Kernels from Observations of Agent-Based Systems","created":"2022-08-04","cited_by_count":6,"area":null},{"id":"2106.02735","title":"Learning particle swarming models from data with Gaussian processes","created":"2021-06-04","cited_by_count":3,"area":null},{"id":"2311.00875","title":"Learning Collective Behaviors from Observation","created":"2023-11-01","cited_by_count":2,"area":null},{"id":"2311.00902","title":"Data-Driven Model Selections of Second-Order Particle Dynamics via Integrating Gaussian Processes with Low-Dimensional Interacting Structures","created":"2023-11-01","cited_by_count":2,"area":null},{"id":"2402.08412","title":"Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel","created":"2024-02-13","cited_by_count":2,"area":null},{"id":"2108.11894","title":"Machine Learning for Discovering Effective Interaction Kernels between Celestial Bodies from Ephemerides","created":"2021-08-26","cited_by_count":1,"area":null},{"id":"2508.01854","title":"Moment Estimate and Variational Approach for Learning Generalized Diffusion with Non-gradient Structures","created":"2025-08-03","cited_by_count":1,"area":null},{"id":"2505.07068","title":"A Sparse Bayesian Learning Algorithm for Estimation of Interaction Kernels in Motsch-Tadmor Model","created":"2025-05-11","cited_by_count":0,"area":null},{"id":"2511.02053","title":"Data-driven Learning of Interaction Laws in Multispecies Particle Systems with Gaussian Processes: Convergence Theory and Applications","created":"2025-11-03","cited_by_count":0,"area":null},{"id":"2603.15927","title":"Discovery of interaction and diffusion kernels in particle-to-mean-field multi-agent systems","created":"2026-03-16","cited_by_count":0,"area":null},{"id":"2608.25281","title":"Schr\\\"odinger Bridges over Kinetic Swarming Models","created":"2026-08-26","cited_by_count":0,"area":null},{"id":"2609.12004","title":"Learning Interaction Kernels from Collective Steady States","created":"2026-09-10","cited_by_count":0,"area":null}],"next_cursor":null}