Learning Robust Satellite Attitude Dynamics with Physics-Informed Normalising FlowCarlo Cena, Mauro Martini, Marcello ChiabergeActa Astronautica 2026 1 citedAug 11, 2025Space × AIORBITAL ROBOTICSGuidance, Dynamics & ControlLearning-based Methods Abstract PDF HTML arXiv BibTeXAug 11, 2025
Multimodal Spiking Neural Network for Space Robotic ManipulationLiwen Zhang, Dong Zhou, Shibo Shao, Zihao Su +1 moreActa Astronautica 2025 2 citedAug 10, 2025Space × Robotics × AIORBITAL ROBOTICSManipulation & GraspingLearning-based MethodsPerception & State Estimation Abstract PDF HTML arXiv BibTeXAug 10, 2025
Joint Resource Allocation in LEO Satellite System: A Hypergraph Neural Network Enhanced Reinforcement Learning ApproachBo Zhang, Chen Mao, Pengyu Gao, Ye Wang +1 moreIEEE/CIC International Conference on Communications in China (ICCC) 2025Aug 10, 2025Space × AIORBITAL ROBOTICSLearning-based Methods Abstract DOI BibTeXAug 10, 2025
Optimal Planning and Machine Learning for Responsive Tracking and Enhanced Forecasting of Wildfires using a Spacecraft ConstellationSreeja Roy-Singh, Vinay Ravindra, Richard Levinson, Mahta Moghaddam +7 moreIJCAI 2025 1 citedAug 8, 2025Space × AIORBITAL ROBOTICSLearning-based Methods Abstract PDF HTML arXiv BibTeXAug 8, 2025
A Markov Decision Process Framework for Early Maneuver Decisions in Satellite Collision AvoidanceFrancesca Ferrara, Lander W. Schillinger Arana, Florian Dörfler, Sarah H. Q. LiPreprint 2025 1 citedAug 7, 2025Space × AILearning-based MethodsMotion Planning & NavigationGuidance, Dynamics & Control Abstract PDF HTML arXiv BibTeXAug 7, 2025
COFFEE: A Shadow-Resilient Real-Time Pose Estimator for Unknown Tumbling Asteroids using Sparse Neural NetworksArion Zimmermann, Soon-Jo Chung, Fred HadaeghPreprint 2025Aug 5, 2025Space × Robotics × AIORBITAL ROBOTICSPerception & State EstimationLearning-based MethodsRendezvous, Proximity Ops & Docking Abstract PDF HTML arXiv BibTeXAug 5, 2025
OmniUnet: A Multimodal Network for Unstructured Terrain Segmentation on Planetary Rovers Using RGB, Depth, and Thermal ImageryRaul Castilla-Arquillo, Carlos Perez-del-Pulgar, Levin Gerdes, Alfonso Garcia-Cerezo +1 moreiSpaRo 2025 3 citedAug 1, 2025Space × Robotics × AIPLANETARY ROBOTICSPerception & State EstimationLearning-based MethodsSimulation, Digital Twins & Benchmarks Abstract PDF HTML arXiv BibTeXAug 1, 2025
AI-Driven Collaborative Satellite Object Detection for Space SustainabilityPeng Hu, Wenxuan ZhangIEEE International Conference on Wireless for Space and Extreme Environments (WiSEE) 2025 2 citedAug 1, 2025Space × AIORBITAL ROBOTICSPerception & State EstimationLearning-based Methods Abstract PDF HTML arXiv BibTeXAug 1, 2025
DreamSat-2.0: Towards a General Single-View Asteroid 3D ReconstructionSantiago Diaz, Xinghui Hu, Josiane Uwumukiza, Giovanni Lavezzi +2 morePreprint 2025 3 citedAug 1, 2025Space × AIPerception & State EstimationLearning-based MethodsSimulation, Digital Twins & Benchmarks Abstract PDF HTML arXiv BibTeXAug 1, 2025
Toward Trusted Onboard AI: Advancing Small Satellite Operations using Reinforcement LearningCannon Whitney, Joseph MelvilleSmallSat 2025Jul 29, 2025Space × AIORBITAL ROBOTICSGuidance, Dynamics & ControlLearning-based Methods Abstract PDF HTML arXiv BibTeXJul 29, 2025
Predictive calibration for digital sun sensors using sparse submanifold convolutional neural networksMichael Herman, Olivia J. Pinon Fischer, Dimitri N. MavrisActa Astronautica 2025Jul 29, 2025Space × AILearning-based MethodsGuidance, Dynamics & ControlSimulation, Digital Twins & Benchmarks Abstract PDF HTML arXiv BibTeXJul 29, 2025
Fault-Propagation Analysis of GPU Tensor Cores for Machine Learning in SpaceThomas Plunkett, Tyler Garrett, Alan D. GeorgeSMC-IT/SCC 2025Jul 28, 2025Space × AIPerception & State EstimationLearning-based Methods Abstract DOI BibTeXJul 28, 2025
Analysis of Few-Shot Transfer Learning for Image Classification on SpacecraftEileen Wang, Alan D. GeorgeSMC-IT/SCC 2025Jul 28, 2025Space × AIORBITAL ROBOTICSLearning-based Methods Abstract DOI BibTeXJul 28, 2025
Quantization in Machine Learning for Despeckling of SAR Imagery on SpacecraftStephen Palli, Alan D. GeorgeSMC-IT/SCC 2025Jul 28, 2025Space × AIORBITAL ROBOTICSLearning-based Methods Abstract DOI BibTeXJul 28, 2025
Anomaly Detection in Satellite Attitude and Orbit Control Via Multivariate LSTM NetworksEleonora Mariotti, Thomas A. Ciarfuglia, Marco Anania, Vito TrianniSMC-IT/SCC 2025Jul 28, 2025Space × AIORBITAL ROBOTICSAutonomy, Task Planning & OperationsGuidance, Dynamics & ControlLearning-based Methods Abstract DOI BibTeXJul 28, 2025
Reinforcement Learning-Based Trajectory Planning for Tracking and Rendezvous of Small SpacecraftShirong Deng, Weijie Zhan, Zhiyong Xu, Shangkun Liu +1 moreChinese Control Conference (CCC) 2025Jul 28, 2025Space × Robotics × AIORBITAL ROBOTICSLearning-based MethodsMotion Planning & NavigationRendezvous, Proximity Ops & Docking Abstract DOI BibTeXJul 28, 2025
A Data-Driven Approach to Estimate LEO Orbit Capacity ModelsBraden Stock, Maddox McVarthy, and Simone ServadioPreprint 2025Jul 25, 2025Space × AIORBITAL ROBOTICSLearning-based Methods Abstract PDF HTML arXiv BibTeXJul 25, 2025
Fast Learning of Non-Cooperative Spacecraft 3D Models through Primitive InitializationPol Francesch Huc, Emily Bates, Simone D'AmicoAAS/AIAA Astrodynamics 2025 6 citedJul 25, 2025Space × Robotics × AIORBITAL ROBOTICSPerception & State EstimationLearning-based MethodsRendezvous, Proximity Ops & Docking Abstract PDF HTML arXiv BibTeXJul 25, 2025
Satellite Connectivity Prediction for Fast-Moving PlatformsChao Yan, Babak MafakheriPreprint 2025 1 citedJul 22, 2025Space × AIORBITAL ROBOTICSLearning-based Methods Abstract PDF HTML arXiv BibTeXJul 22, 2025
A Hybrid Model and Data Driven Approach for Anomaly Detection in Space Power SystemsM A Carbone, M J Muscatello, A McCormick, J T Csank +2 moreAIAA SPACE / ASCEND 2025Jul 22, 2025Space × AIAutonomy, Task Planning & OperationsLearning-based Methods Abstract PDF NTRS BibTeXJul 22, 2025
On the Role of AI in Managing Satellite Constellations: Insights from the ConstellAI ProjectGregory F. Stock, Juan A. Fraire, Holger Hermanns, Jędrzej Mosiężny +3 moreSpaceOps 2025 3 citedJul 21, 2025Space × AIORBITAL ROBOTICSAutonomy, Task Planning & OperationsLearning-based Methods Abstract PDF HTML arXiv BibTeXJul 21, 2025
Deep Learning Based Mars Terrain Classification with Edge Detection for Planetary RoversS. N., Varghese Jegathesan, N Jamunasri, Sai Teja Varma ChekuriIEEE SPACE 2025Jul 21, 2025Space × Robotics × AIPLANETARY ROBOTICSLearning-based MethodsPerception & State EstimationMotion Planning & NavigationCuriosity Abstract DOI BibTeXJul 21, 2025
Human-in-the-Loop Spacecraft Maneuvers: Investigating Human Factors Through VR and Machine LearningAjit Krishnan, Himanshu Vishwakarma, Deeksha Chutani, Aniruddha Atulkar +3 moreIEEE SPACE 2025 1 citedJul 21, 2025Space × AIORBITAL ROBOTICSHRI & TeleoperationGuidance, Dynamics & ControlLearning-based Methods Abstract DOI BibTeXJul 21, 2025
AI-based Olfactory Sensing for Space ApplicationAishik PalIEEE SPACE 2025Jul 21, 2025Space × Robotics × AIPLANETARY ROBOTICSLearning-based MethodsMotion Planning & NavigationDesign, Mechanisms & Hardware Abstract DOI BibTeXJul 21, 2025
Smart Fault Detection in Satellites: Review of Lightweight ML Models for Real-Time Anomaly DetectionShrigandha Vasudev, Gourav MohananIEEE SPACE 2025 1 citedJul 21, 2025Space × AIAutonomy, Task Planning & OperationsLearning-based MethodsGuidance, Dynamics & Control Abstract DOI BibTeXJul 21, 2025