{"total":13,"rows":[{"id":"2409.08439","title":"Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space","created":"2024-09-13","cited_by_count":7,"area":null},{"id":"2408.15753","title":"A Neural Material Point Method for Particle-based Emulation","created":"2024-08-28","cited_by_count":5,"area":null},{"id":"2410.23667","title":"Projected Neural Differential Equations for Learning Constrained Dynamics","created":"2024-10-31","cited_by_count":5,"area":null},{"id":"2411.02292","title":"ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence","created":"2024-11-04","cited_by_count":5,"area":null},{"id":"2511.23307","title":"Hard-Constrained Neural Networks with Physics-Embedded Architecture for Residual Dynamics Learning and Invariant Enforcement in Cyber-Physical Systems","created":"2025-11-28","cited_by_count":3,"area":null},{"id":"2411.13914","title":"ICODE: Modeling Dynamical Systems with Extrinsic Input Information","created":"2024-11-21","cited_by_count":1,"area":null},{"id":"2604.19930","title":"Physics-Guided Dimension Reduction for Simulation-Free Operator Learning of Stiff Differential-Algebraic Systems","created":"2026-04-21","cited_by_count":1,"area":null},{"id":"2510.05707","title":"Stable Robot Motions on Manifolds: Learning Lyapunov-Constrained Neural Manifold ODEs","created":"2025-10-07","cited_by_count":0,"area":null},{"id":"2512.13913","title":"Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations","created":"2025-12-15","cited_by_count":0,"area":null},{"id":"2602.04608","title":"Jacobian Regularization Stabilizes Long-Term Integration of Neural Differential Equations","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2605.02597","title":"Isotropic Fourier Neural Operators","created":"2026-05-04","cited_by_count":0,"area":null},{"id":"2606.19145","title":"OrthoReg: Orthogonal Regularization for Hybrid Symbolic-Neural Dynamical Systems","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2609.32289","title":"Neural ODEs Meet Concurrent Learning: Stable Online Learning with Lyapunov Guarantees","created":"2026-09-26","cited_by_count":0,"area":null}],"next_cursor":null}