| Sparse Spectrahedral Shadows for State Estimation and Reachability Analysis: Set Operations, Validations and Order Reductions | Feb 26, 2025 | Fault DiagnosisState Estimation | —Unverified | 0 |
| Data-Driven Input-Output Control Barrier Functions | Feb 24, 2025 | State Estimationvalid | —Unverified | 0 |
| An Entropic Metric for Measuring Calibration of Machine Learning Models | Feb 20, 2025 | Binary ClassificationState Estimation | —Unverified | 0 |
| GPA: Grover Policy Agent for Generating Optimal Quantum Sensor Circuits | Feb 19, 2025 | State Estimation | —Unverified | 0 |
| Learning to be Smooth: An End-to-End Differentiable Particle Smoother | Feb 14, 2025 | State Estimation | —Unverified | 0 |
| Decentralized State Estimation and Opacity Verification Based on Partially Ordered Observation Sequences | Feb 14, 2025 | State Estimation | —Unverified | 0 |
| TrackDiffuser: Nearly Model-Free Bayesian Filtering with Diffusion Model | Feb 8, 2025 | Autonomous Drivingmodel | —Unverified | 0 |
| Variational decision diagrams for quantum-inspired machine learning applications | Feb 6, 2025 | Quantum Machine LearningState Estimation | —Unverified | 0 |
| Adaptive Output Feedback MPC with Guaranteed Stability and Robustness | Feb 6, 2025 | Model Predictive ControlState Estimation | —Unverified | 0 |
| Optimal PMU Placement for Kalman Filtering of DAE Power System Models | Feb 5, 2025 | BenchmarkingState Estimation | —Unverified | 0 |
| Distributed Prescribed-Time Observer for Nonlinear Systems in Block-Triangular Form | Feb 4, 2025 | FormState Estimation | —Unverified | 0 |
| NDKF: A Neural-Enhanced Distributed Kalman Filter for Nonlinear Multi-Sensor Estimation | Feb 4, 2025 | State Estimation | CodeCode Available | 0 |
| C codegen considered unnecessary: go directly to binary, do not pass C. Compilation of Julia code for deployment in model-based engineering | Feb 3, 2025 | C++ codeCode Generation | CodeCode Available | 1 |
| Beyond Prior Limits: Addressing Distribution Misalignment in Particle Filtering | Jan 30, 2025 | Bayesian InferenceState Estimation | —Unverified | 0 |
| Optimal control over Markovian wireless communication channels under generalized packet dropout compensation | Jan 28, 2025 | State Estimation | —Unverified | 0 |
| AirIO: Learning Inertial Odometry with Enhanced IMU Feature Observability | Jan 26, 2025 | State Estimation | —Unverified | 0 |
| CSI-Free Low-Complexity Remote State Estimation over Wireless MIMO Fading Channels using Semantic Analog Aggregation | Jan 24, 2025 | State Estimation | —Unverified | 0 |
| SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids | Jan 21, 2025 | Graph Neural NetworkState Estimation | —Unverified | 0 |
| KKL Observer Synthesis for Nonlinear Systems via Physics-Informed Learning | Jan 20, 2025 | Fault DetectionState Estimation | —Unverified | 0 |
| Tensor Train Discrete Grid-Based Filters: Breaking the Curse of Dimensionality | Jan 14, 2025 | State Estimation | —Unverified | 0 |
| FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation | Jan 13, 2025 | State EstimationSuper-Resolution | —Unverified | 0 |
| Meta-Learning for Physically-Constrained Neural System Identification | Jan 10, 2025 | Indoor LocalizationMeta-Learning | —Unverified | 0 |
| Frenet-Serret-Based Trajectory Prediction | Jan 8, 2025 | PositionPrediction | —Unverified | 0 |
| Target Tracking Using the Invariant Extended Kalman Filter with Numerical Differentiation for Estimating Curvature and Torsion | Jan 8, 2025 | PositionState Estimation | —Unverified | 0 |
| Adaptive Numerical Differentiation for Extremum Seeking with Sensor Noise | Jan 8, 2025 | SensitivityState Estimation | —Unverified | 0 |