{"total":14,"rows":[{"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":"2111.07183","title":"Reliably-stabilizing piecewise-affine neural network controllers","created":"2021-11-13","cited_by_count":13,"area":null},{"id":"2312.10199","title":"Automatic nonlinear MPC approximation with closed-loop guarantees","created":"2023-12-15","cited_by_count":12,"area":null},{"id":"2206.13374","title":"Stability Verification of Neural Network Controllers using Mixed-Integer Programming","created":"2022-06-27","cited_by_count":11,"area":null},{"id":"2304.09575","title":"Approximate non-linear model predictive control with safety-augmented neural networks","created":"2023-04-19","cited_by_count":9,"area":null},{"id":"2208.02319","title":"Differentiable Predictive Control with Safety Guarantees: A Control Barrier Function Approach","created":"2022-08-03","cited_by_count":6,"area":null},{"id":"2305.13078","title":"Optimality Principles in Spacecraft Neural Guidance and Control","created":"2023-05-22","cited_by_count":4,"area":null},{"id":"2303.05607","title":"An Improved Data Augmentation Scheme for Model Predictive Control Policy Approximation","created":"2023-03-09","cited_by_count":3,"area":null},{"id":"2112.03868","title":"EmTract: Extracting Emotions from Social Media","created":"2021-12-07","cited_by_count":2,"area":null},{"id":"2408.09781","title":"Neural Horizon Model Predictive Control -- Increasing Computational Efficiency with Neural Networks","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2505.07054","title":"YANNs: Y-wise Affine Neural Networks for Exact and Efficient Representations of Piecewise Linear Functions","created":"2025-05-11","cited_by_count":2,"area":null},{"id":"2204.13209","title":"Robust stabilization of polytopic systems via fast and reliable neural network-based approximations","created":"2022-04-27","cited_by_count":1,"area":null},{"id":"2401.12546","title":"On Building Myopic MPC Policies using Supervised Learning","created":"2024-01-23","cited_by_count":1,"area":null},{"id":"2404.12030","title":"Mapping back and forth between model predictive control and neural networks","created":"2024-04-18","cited_by_count":1,"area":null}],"next_cursor":null}