{"total":15,"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":"2501.07601","title":"Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks","created":"2025-01-10","cited_by_count":7,"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":"2311.07613","title":"A Physics-informed Machine Learning-based Control Method for Nonlinear Dynamic Systems with Highly Noisy Measurements","created":"2023-11-12","cited_by_count":1,"area":null},{"id":"2406.10433","title":"Differentiable Predictive Control for Large-Scale Urban Road Networks","created":"2024-06-14","cited_by_count":1,"area":null},{"id":"2605.11316","title":"Error whitening: Why Gauss-Newton outperforms Newton","created":"2026-05-11","cited_by_count":1,"area":null},{"id":"2206.02911","title":"Inverse Boundary Value and Optimal Control Problems on Graphs: A Neural and Numerical Synthesis","created":"2022-06-06","cited_by_count":0,"area":null},{"id":"2402.13852","title":"Neural Control System for Continuous Glucose Monitoring and Maintenance","created":"2024-02-21","cited_by_count":0,"area":null},{"id":"2409.00393","title":"Lyapunov Neural ODE State-Feedback Control Policies","created":"2024-08-31","cited_by_count":0,"area":null},{"id":"2504.00469","title":"Learning-Based Approximate Nonlinear Model Predictive Control Motion Cueing","created":"2025-04-01","cited_by_count":0,"area":null},{"id":"2507.03177","title":"First Contact: Data-driven Friction-Stir Process Control","created":"2025-07-03","cited_by_count":0,"area":null},{"id":"2511.05757","title":"Zero-Shot Function Encoder-Based Differentiable Predictive Control","created":"2025-11-07","cited_by_count":0,"area":null},{"id":"2602.07581","title":"$\\partial$CBDs: Differentiable Causal Block Diagrams","created":"2026-02-07","cited_by_count":0,"area":null},{"id":"2608.10332","title":"Topological Feasibility Guarantees for Differentiable Predictive Control","created":"2026-08-11","cited_by_count":0,"area":null},{"id":"2610.02466","title":"SD-DPC: Sparse Dictionary Differentiable Predictive Control","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}