{"total":15,"rows":[{"id":"2103.12803","title":"JFB: Jacobian-Free Backpropagation for Implicit Networks","created":"2021-03-23","cited_by_count":86,"area":null},{"id":"2104.05942","title":"Recurrent Equilibrium Networks: Flexible Dynamic Models with Guaranteed Stability and Robustness","created":"2021-04-13","cited_by_count":45,"area":null},{"id":"2301.12832","title":"Deep networks for system identification: a Survey","created":"2023-01-30","cited_by_count":37,"area":null},{"id":"2306.13867","title":"Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems","created":"2023-06-24","cited_by_count":28,"area":null},{"id":"2112.04219","title":"Learning over All Stabilizing Nonlinear Controllers for a Partially-Observed Linear System","created":"2021-12-08","cited_by_count":14,"area":null},{"id":"2203.11805","title":"Robust Classification using Contractive Hamiltonian Neural ODEs","created":"2022-03-22","cited_by_count":13,"area":null},{"id":"2106.08928","title":"RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks","created":"2021-06-16","cited_by_count":7,"area":null},{"id":"2302.03663","title":"SDYN-GANs: Adversarial Learning Methods for Multistep Generative Models for General Order Stochastic Dynamics","created":"2023-02-07","cited_by_count":4,"area":null},{"id":"2105.08832","title":"A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows","created":"2021-05-18","cited_by_count":3,"area":null},{"id":"2312.09734","title":"Learning of Hamiltonian Dynamics with Reproducing Kernel Hilbert Spaces","created":"2023-12-15","cited_by_count":2,"area":null},{"id":"2404.07703","title":"Learning Hamiltonian Dynamics with Reproducing Kernel Hilbert Spaces and Random Features","created":"2024-04-11","cited_by_count":2,"area":null},{"id":"2404.12554","title":"Learning Stable and Passive Neural Differential Equations","created":"2024-04-19","cited_by_count":2,"area":null},{"id":"2106.02543","title":"Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers","created":"2021-06-04","cited_by_count":1,"area":null},{"id":"2107.14309","title":"Distributed Identification of Contracting and/or Monotone Network Dynamics","created":"2021-07-29","cited_by_count":0,"area":null},{"id":"2508.11432","title":"Robust Convolution Neural ODEs via Contractivity-promoting regularization","created":"2025-08-15","cited_by_count":0,"area":null}],"next_cursor":null}