| Online model learning with data-assimilated reservoir computers | Apr 23, 2025 | Dimensionality ReductionState Estimation | —Unverified | 0 |
| Data-Assimilated Model-Based Reinforcement Learning for Partially Observed Chaotic Flows | Apr 23, 2025 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| PIN-WM: Learning Physics-INformed World Models for Non-Prehensile Manipulation | Apr 23, 2025 | FrictionModel-based Reinforcement Learning | —Unverified | 0 |
| Dynamic Graph-Like Learning with Contrastive Clustering on Temporally-Factored Ship Motion Data for Imbalanced Sea State Estimation in Autonomous Vessel | Apr 21, 2025 | ClusteringState Estimation | —Unverified | 0 |
| Spike-Kal: A Spiking Neuron Network Assisted Kalman Filter | Apr 17, 2025 | Computational EfficiencyState Estimation | —Unverified | 0 |
| Incorporating a Deep Neural Network into Moving Horizon Estimation for Embedded Thermal Torque Derating of an Electric Machine | Apr 17, 2025 | State Estimation | —Unverified | 0 |
| An Online Adaptation Method for Robust Depth Estimation and Visual Odometry in the Open World | Apr 16, 2025 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 0 |
| Guided Wave-Based Structural Awareness Under Varying Operating States via Manifold Representations | Apr 15, 2025 | Data CompressionDiagnostic | —Unverified | 0 |
| Simultaneous Input and State Estimation under Output Quantization: A Gaussian Mixture approach | Apr 13, 2025 | Fault DetectionQuantization | —Unverified | 0 |
| Nash Equilibrium Between Consumer Electronic Devices and DoS Attacker for Distributed IoT-enabled RSE Systems | Apr 13, 2025 | Q-LearningState Estimation | —Unverified | 0 |
| Distributed Kalman Filter with Ultimately Accurate Fused Measurement Covariance | Apr 11, 2025 | State Estimation | —Unverified | 0 |
| Statistical Linear Regression Approach to Kalman Filtering and Smoothing under Cyber-Attacks | Apr 11, 2025 | BlockingState Estimation | —Unverified | 0 |
| State Estimation Using Particle Filtering in Adaptive Machine Learning Methods: Integrating Q-Learning and NEAT Algorithms with Noisy Radar Measurements | Apr 10, 2025 | Q-LearningState Estimation | —Unverified | 0 |
| Adaptive Robust Unscented Kalman Filter for Dynamic State Estimation of Power System | Apr 10, 2025 | State Estimation | —Unverified | 0 |
| A Graph-Enhanced DeepONet Approach for Real-Time Estimating Hydrogen-Enriched Natural Gas Flow under Variable Operations | Apr 9, 2025 | State Estimation | —Unverified | 0 |
| A Digital Twin of an Electrical Distribution Grid: SoCal 28-Bus Dataset | Apr 9, 2025 | State Estimation | CodeCode Available | 1 |
| Uncertainty-Aware Hybrid Machine Learning in Virtual Sensors for Vehicle Sideslip Angle Estimation | Apr 8, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Holistic Fusion: Task- and Setup-Agnostic Robot Localization and State Estimation with Factor Graphs | Apr 8, 2025 | Motion EstimationSensor Fusion | CodeCode Available | 2 |
| A Control-Oriented Simplified Single Particle Model with Grouped Parameter and Sensitivity Analysis for Lithium-Ion Batteries | Apr 8, 2025 | Computational Efficiencyparameter estimation | CodeCode Available | 1 |
| ZETA: a library for Zonotope-based EsTimation and fAult diagnosis of discrete-time systems | Apr 8, 2025 | Fault DiagnosisState Estimation | CodeCode Available | 0 |
| Sparsity-Promoting Reachability Analysis and Optimization of Constrained Zonotopes | Apr 4, 2025 | State Estimation | CodeCode Available | 1 |
| Probabilistic State Estimation of Timed Probabilistic Discrete Event Systems via Artificial Neural Networks [Draft Version] | Apr 4, 2025 | State Estimation | —Unverified | 0 |
| State estimation for gas purity monitoring and control in water electrolysis systems | Apr 4, 2025 | State Estimation | —Unverified | 0 |
| Seeing is Believing: Belief-Space Planning with Foundation Models as Uncertainty Estimators | Apr 4, 2025 | State Estimation | —Unverified | 0 |
| A Geometric Approach For Pose and Velocity Estimation Using IMU and Inertial/Body-Frame Measurements | Apr 2, 2025 | Pose EstimationState Estimation | —Unverified | 0 |
| System Identification and Adaptive Input Estimation on the Jaiabot Micro Autonomous Underwater Vehicle | Apr 1, 2025 | State Estimation | —Unverified | 0 |
| HDVIO2.0: Wind and Disturbance Estimation with Hybrid Dynamics VIO | Apr 1, 2025 | State Estimation | CodeCode Available | 5 |
| Deep Learning-Based Extended Target Tracking in ISAC Systems | Apr 1, 2025 | Deep LearningDenoising | —Unverified | 0 |
| Deep learning for state estimation of commercial sodium-ion batteries using partial charging profiles: validation with a multi-temperature ageing dataset | Apr 1, 2025 | State Estimation | —Unverified | 0 |
| Set-based state estimation of nonlinear discrete-time systems using constrained zonotopes and polyhedral relaxations | Mar 31, 2025 | State Estimation | —Unverified | 0 |
| On the Steady-State Distributionally Robust Kalman Filter | Mar 31, 2025 | Computational EfficiencyState Estimation | CodeCode Available | 0 |
| SuperEIO: Self-Supervised Event Feature Learning for Event Inertial Odometry | Mar 29, 2025 | Graph Neural NetworkLow-latency processing | CodeCode Available | 1 |
| EBS-EKF: Accurate and High Frequency Event-based Star Tracking | Mar 25, 2025 | State Estimation | —Unverified | 0 |
| Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems | Mar 24, 2025 | Computational EfficiencyGaussian Processes | —Unverified | 0 |
| Inertial-Based LQG Control: A New Look at Inverted Pendulum Stabilization | Mar 24, 2025 | Sensor FusionState Estimation | CodeCode Available | 1 |
| Network-wide Freeway Traffic Estimation Using Sparse Sensor Data: A Dirichlet Graph Auto-Encoder Approach | Mar 20, 2025 | Graph LearningRepresentation Learning | CodeCode Available | 0 |
| Enhancing variational quantum algorithms by balancing training on classical and quantum hardware | Mar 20, 2025 | Combinatorial OptimizationState Estimation | —Unverified | 0 |
| Ensemble Kalman-Bucy filtering for nonlinear model predictive control | Mar 16, 2025 | Model Predictive ControlState Estimation | —Unverified | 0 |
| Diffusion Dynamics Models with Generative State Estimation for Cloth Manipulation | Mar 15, 2025 | Model Predictive ControlState Estimation | —Unverified | 0 |
| Numerically robust Gaussian state estimation with singular observation noise | Mar 13, 2025 | State Estimation | CodeCode Available | 0 |
| Optimal Estimation for Continuous-Time Nonlinear Systems Using State-Dependent Riccati Equation (SDRE) | Mar 13, 2025 | State Estimation | —Unverified | 0 |
| Pulling Back Theorem for Generalizing the Diagonal Averaging Principle in Symplectic Geometry Mode Decomposition and Singular Spectrum Analysis | Mar 12, 2025 | State Estimation | —Unverified | 0 |
| Towards Efficient Parametric State Estimation in Circulating Fuel Reactors with Shallow Recurrent Decoder Networks | Mar 11, 2025 | DecoderState Estimation | CodeCode Available | 0 |
| From Models To Experiments: Shallow Recurrent Decoder Networks on the DYNASTY Experimental Facility | Mar 11, 2025 | DecoderState Estimation | CodeCode Available | 0 |
| General-Purpose Aerial Intelligent Agents Empowered by Large Language Models | Mar 11, 2025 | Motion PlanningScene Understanding | —Unverified | 0 |
| Real-Time Line Parameter Estimation Method for Multi-Phase Unbalanced Distribution Networks | Mar 10, 2025 | energy managementManagement | —Unverified | 0 |
| Recursive Estimation for Dynamical Systems with Measurement Bias, Outliers and Constraints | Mar 10, 2025 | State Estimation | —Unverified | 0 |
| Learning-based GNSS Uncertainty Quantification using Continuous-Time Factor Graph Optimization | Mar 6, 2025 | State EstimationUncertainty Quantification | —Unverified | 0 |
| Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks | Mar 3, 2025 | BlockingFault Diagnosis | —Unverified | 0 |
| Adaptive Wall-Following Control for Unmanned Ground Vehicles Using Spiking Neural Networks | Mar 1, 2025 | State Estimation | —Unverified | 0 |