| 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 |
| NDKF: A Neural-Enhanced Distributed Kalman Filter for Nonlinear Multi-Sensor Estimation | Feb 4, 2025 | State Estimation | CodeCode Available | 0 |
| Distributed Prescribed-Time Observer for Nonlinear Systems in Block-Triangular Form | Feb 4, 2025 | FormState Estimation | —Unverified | 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 |
| KN-LIO: Geometric Kinematics and Neural Field Coupled LiDAR-Inertial Odometry | Jan 8, 2025 | Pose EstimationState Estimation | —Unverified | 0 |
| Behavioural Analytics: Mathematics of the Mind | Jan 7, 2025 | State EstimationTime Series Analysis | —Unverified | 0 |
| Collaborative Spacecraft Servicing under Partial Feedback using Lyapunov-based Deep Neural Networks | Jan 7, 2025 | State Estimation | —Unverified | 0 |
| Deep Generative Model-Aided Power System Dynamic State Estimation and Reconstruction with Unknown Control Inputs or Data Distributions | Jan 6, 2025 | State Estimation | —Unverified | 0 |
| Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators | Jan 6, 2025 | State Estimation | CodeCode Available | 0 |
| Cloth-Splatting: 3D Cloth State Estimation from RGB Supervision | Jan 3, 2025 | State Estimation | —Unverified | 0 |
| Simultaneous Latent State Estimation and Latent Linear Dynamics Discovery from Image Observations | Jan 2, 2025 | State Estimation | —Unverified | 0 |
| Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics | Jan 1, 2025 | State EstimationTest-time Adaptation | —Unverified | 0 |
| Automotive Speed Estimation: Sensor Types and Error Characteristics from OBD-II to ADAS | Dec 31, 2024 | Autonomous DrivingDiagnostic | CodeCode Available | 0 |
| Circuit-Theoretic Joint Parameter-State Estimation of Utility-Scale Photovoltaic, Battery, and Grid Systems | Dec 17, 2024 | State Estimation | —Unverified | 0 |
| Dual Unscented Kalman Filter Architecture for Sensor Fusion in Water Networks Leak Localization | Dec 16, 2024 | Sensor FusionState Estimation | CodeCode Available | 0 |
| Learning Physics Informed Neural ODEs With Partial Measurements | Dec 11, 2024 | State Estimation | —Unverified | 0 |
| Efficient Spectral Differentiation in Grid-Based Continuous State Estimation | Dec 10, 2024 | State Estimation | —Unverified | 0 |
| Stochastic Integration Based Estimator: Robust Design and Stone Soup Implementation | Dec 10, 2024 | Robust DesignState Estimation | CodeCode Available | 0 |
| A switching Kalman filter approach to online mitigation and correction of sensor corruption for inertial navigation | Dec 9, 2024 | State Estimation | —Unverified | 0 |
| Estimation of the Plant Controller Communication Time-Delay Considering PMSG-Based Wind Turbines | Dec 2, 2024 | State Estimation | —Unverified | 0 |
| Secure Filtering against Spatio-Temporal False Data Attacks under Asynchronous Sampling | Nov 29, 2024 | State Estimation | —Unverified | 0 |
| Comparative Analysis of Control Observer-Based Methods for State Estimation of Lithium-Ion Batteries in Practical Scenarios | Nov 28, 2024 | State Estimation | —Unverified | 0 |
| Comparative analysis of whole-body center-of-mass estimation methods in dynamic and static activities using marker-based systems | Nov 27, 2024 | State Estimation | —Unverified | 0 |
| Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet | Nov 25, 2024 | State Estimation | —Unverified | 0 |
| Statistical inference for quantum singular models | Nov 25, 2024 | Learning TheoryModel Selection | —Unverified | 0 |
| Free Energy Projective Simulation (FEPS): Active inference with interpretability | Nov 22, 2024 | Reinforcement Learning (RL)State Estimation | —Unverified | 0 |
| Robust and Constrained Estimation of State-Space Models: A Majorization-Minimization Approach | Nov 18, 2024 | Computational EfficiencyState Estimation | —Unverified | 0 |
| A Secure Estimator with Gaussian Bernoulli Mixture Model | Nov 15, 2024 | Computational Efficiencymodel | —Unverified | 0 |
| MOT FCG++: Enhanced Representation of Spatio-temporal Motion and Appearance Features | Nov 15, 2024 | Multi-Object TrackingObject Tracking | —Unverified | 0 |