EclipseNETs: Learning Irregular Small Celestial Body SilhouettesGiacomo Acciarini, Dario Izzo, Francesco BiscaniActa Astronautica 2025 1 citedApr 6, 2025Space × AILearning-based Methods Abstract PDF HTML arXiv BibTeXApr 6, 2025
OrbitZoo: Real Orbital Systems Challenges for Reinforcement LearningAlexandre Oliveira, Katarina Dyreby, Francisco Caldas, Cláudia SoaresNeurIPS 2025 2 citedApr 5, 2025Space × AIORBITAL ROBOTICSLearning-based MethodsMotion Planning & NavigationMulti-Robot & Swarms Abstract PDF HTML arXiv BibTeXApr 5, 2025
Efficient FPGA-accelerated Convolutional Neural Networks for Cloud Detection on CubeSatsAngela Cratere, M. Salim Farissi, Andrea Carbone, Marcello Asciolla +4 moreIEEE Journal on Miniaturization for Air and Space Systems 2025 22 citedApr 4, 2025Space × AIORBITAL ROBOTICSLearning-based MethodsDesign, Mechanisms & Hardware Abstract PDF HTML arXiv BibTeXApr 4, 2025
I Can Hear You Coming: RF Sensing for Uncooperative Satellite EvasionCameron Mehlman, Gregory FalcoPreprint 2025Apr 4, 2025Space × AIORBITAL ROBOTICSLearning-based MethodsGuidance, Dynamics & Control Abstract PDF HTML arXiv BibTeXApr 4, 2025
Orbit Determination through Cosmic Microwave Background RadiationPedro K de Albuquerque, Andre R Kuroswiski, Annie S. Wu, Willer G. dos Santos +1 moreAAS/AIAA Astrodynamics 2024Apr 3, 2025Space × AILearning-based Methods Abstract PDF HTML arXiv BibTeXApr 3, 2025
Fault injection analysis of Real NVP normalising flow model for satellite anomaly detectionGabriele Greco, Carlo Cena, Umberto Albertin, Mauro Martini +1 moreInternational Joint Conference on Neural Networks (IJCNN) 2025 2 citedApr 2, 2025Space × AILearning-based MethodsAutonomy, Task Planning & Operations Abstract PDF HTML arXiv BibTeXApr 2, 2025
Traffic Engineering in Large-scale Networks with Generalizable Graph Neural NetworksFangtong Zhou, Xiaorui Liu, Ruozhou Yu, Guoliang XueIEEE Transactions on Networking 2025 4 citedMar 31, 2025Space × AIORBITAL ROBOTICSLearning-based Methods Abstract PDF HTML arXiv BibTeXMar 31, 2025
Flat-Bottom Lunar Craters Selection using Deep Learning-Based Identification and Depth EstimationSagar Mankari, Abhishek SanghaviInternational Conference on Next Generation Information System Engineering (NGISE) 2025Mar 28, 2025Space × AIPLANETARY ROBOTICSLearning-based MethodsPerception & State Estimation Abstract DOI BibTeXMar 28, 2025
Deep learning on 3D point clouds for fast pose estimation during satellite rendezvousLéo Renaut, Heike Frei, Andreas NüchterActa Astronautica 2025 12 citedMar 23, 2025Space × Robotics × AIORBITAL ROBOTICSPerception & State EstimationRendezvous, Proximity Ops & DockingLearning-based Methods Abstract DOI BibTeXMar 23, 2025
Informative Path Planning to Explore and Map Unknown Planetary Surfaces with Gaussian ProcessesAshten Akemoto, Frances ZhuIEEE Aerospace 2025 5 citedMar 20, 2025Space × Robotics × AIPLANETARY ROBOTICSLearning-based MethodsMotion Planning & NavigationHRI & Teleoperation Abstract PDF HTML arXiv BibTeXMar 20, 2025
Fault-Tolerant Control of Full-Thrust Satellite Rendezvous and Docking Based on MPC and DNNLing Zhao, Zhengliang Lu, Wenhe Liao, Zhiyuan ZhangAdvances in transdisciplinary engineering 2025Mar 17, 2025Space × Robotics × AIORBITAL ROBOTICSGuidance, Dynamics & ControlRendezvous, Proximity Ops & DockingLearning-based Methods Abstract DOI BibTeXMar 17, 2025
SpaceSeg: A High-Precision Intelligent Perception Segmentation Method for Multi-Spacecraft On-Orbit TargetsHao Liu, Pengyu Guo, Siyuan Yang, Zeqing Jiang +2 moreIEEE Transactions on Image Processing 2025 4 citedMar 14, 2025Space × AIORBITAL ROBOTICSPerception & State EstimationSimulation, Digital Twins & BenchmarksLearning-based Methods Abstract PDF HTML Code arXiv BibTeXMar 14, 2025
LuSeg: Efficient Negative and Positive Obstacles Segmentation via Contrast-Driven Multi-Modal Feature Fusion on the LunarShuaifeng Jiao, Zhiwen Zeng, Zhuoqun Su, Xieyuanli Chen +2 moreIROS 2025 5 citedMar 14, 2025Space × Robotics × AIPLANETARY ROBOTICSPerception & State EstimationLearning-based MethodsMotion Planning & Navigation Abstract PDF HTML Code arXiv BibTeXMar 14, 2025
Prediction-Based Tip-Over Prevention for Planetary Exploration RoversSiddhant Shete, Raúl Domínguez, Selvaraju Ravisankar, Mariela De Lucas Álvarez +1 moreDOAJ (DOAJ: Directory of Open Access Journals) 2025 1 citedMar 14, 2025Space × Robotics × AIPLANETARY ROBOTICSSurface Mobility & TerramechanicsLearning-based MethodsPerception & State Estimation Abstract DOI BibTeXMar 14, 2025
Onboard Terrain Classification via Stacked Intelligent Metasurface-Diffractive Deep Neural Networks from SAR Level-0 Raw DataMengbing Liu, Xin Li, Jiancheng An, Chau YuenICLR Workshop 2025 6 citedMar 10, 2025Space × AILearning-based MethodsPerception & State Estimation Abstract PDF HTML arXiv BibTeXMar 10, 2025
Statistical Classification of Biosignature Information: Advancing Life Detection through Machine LearningCasey Benderoth, Abdullah Shahid, Tao Sheng, Sunanda Sharma +1 moreLPSC 2025Mar 10, 2025Space × AILearning-based Methods Abstract PDF NTRS BibTeXMar 10, 2025
MarsLGPR: Mars Rover Localization with Ground Penetrating RadarAnja Sheppard, Katherine A. SkinnerJFR / Field Robotics 2025 8 citedMar 6, 2025Space × Robotics × AIPLANETARY ROBOTICSPerception & State EstimationSurface Mobility & TerramechanicsLearning-based MethodsPerseveranceRosalind Franklin Abstract PDF HTML arXiv BibTeXMar 6, 2025
Olympus: A Jumping Quadruped for Planetary Exploration Utilizing Reinforcement Learning for In-Flight Attitude ControlJørgen Anker Olsen, Grzegorz Malczyk, and Kostas AlexisICRA 2025 9 citedMar 5, 2025Space × Robotics × AIPLANETARY ROBOTICSLearning-based MethodsSurface Mobility & TerramechanicsMulti-Robot & Swarms Abstract PDF HTML arXiv BibTeXMar 5, 2025
A Comparative Evaluation of Reinforcement Learning Algorithms for Efficient Autonomous Spacecraft LandingUtkarsh R. MoholkarAdvances in Nonlinear Variational Inequalities 2025Mar 4, 2025Space × AILearning-based MethodsGuidance, Dynamics & Control Abstract PDF DOI BibTeXMar 4, 2025
An energy-efficient learning solution for the Agile Earth Observation Satellite Scheduling ProblemAntonio M. Mercado-Martínez, Beatriz Soret, Antonio Jurado-NavasIEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) 2025 2 citedMar 3, 2025Space × Robotics × AIORBITAL ROBOTICSAutonomy, Task Planning & OperationsLearning-based Methods Abstract PDF HTML arXiv BibTeXMar 3, 2025
A Crater-based Optical Navigation Approach for Precise Spacecraft LocalizationSimone Andolfo, Antonio Genova, Mohamed El Awag, Fabio Valerio Buonomo +2 moreIEEE Aerospace 2025 2 citedMar 1, 2025Space × AIPLANETARY ROBOTICSORBITAL ROBOTICSPerception & State EstimationGuidance, Dynamics & ControlLearning-based MethodsVIPER Abstract DOI BibTeXMar 1, 2025
Neural Radiance Methods for Lunar Terrain ModelingEllemieke Van Kints, Aiden Hammond, Caleb Adams, Ignacio G Lopez-FrancosIEEE Aerospace 2025Mar 1, 2025Space × AIPLANETARY ROBOTICSPerception & State EstimationLearning-based MethodsArtemis Abstract NTRS BibTeXMar 1, 2025
Close-Proximity Satellite Operations through Deep Reinforcement Learning and Terrestrial Testing EnvironmentsHenry Lei, Joshua Aurand, Zachary S. Lippay, Sean PhillipsPreprint 2025Feb 27, 2025Space × Robotics × AILearning-based MethodsGuidance, Dynamics & Control Abstract PDF HTML arXiv BibTeXFeb 27, 2025
Neural Network-Aided Optical Navigation for Precise Lunar Descent OperationsSimone Andolfo, Antonio Genova, Fabio Valerio Buonomo, Anna Maria Gargiulo +6 moreAerospace (MDPI) 2025 7 citedFeb 27, 2025Space × AIPLANETARY ROBOTICSLearning-based MethodsPerception & State EstimationGuidance, Dynamics & ControlSLIM Abstract DOI BibTeXFeb 27, 2025
Stability Analysis of Deep Reinforcement Learning for Multi-Agent Inspection in a Terrestrial TestbedHenry Lei, Zachary S. Lippay, Anonto Zaman, Joshua Aurand +2 moreAIAA SciTech 2025 4 citedFeb 26, 2025Space × AIIN-SPACE SERVICINGLearning-based MethodsMulti-Robot & SwarmsSimulation, Digital Twins & Benchmarks Abstract PDF HTML arXiv BibTeXFeb 26, 2025