001 Covariance-Boosted Gaussian Processes for Spatiotemporal Irregularities arXiv Paper Jeremy Ovadia 7 days ago 002 t-STEP: An interpretable model for Total Electron Content predictions and irregularities estimations arXiv Paper Stephen Tete, C. Shneider et al. Jun 28 003 Pretrained Approximators for Low-Thrust Trajectory Cost and Reachability arXiv Paper Zhonghan Zhang, G. Acciarini et al. May 26 004 Aurora Hunter: A Two-Stage Framework for Probabilistic Visibility Forecasting arXiv Paper Zongyuan Ge, Chenwaner Zhang et al. May 21 005 Physically-Informed Fuzzy Clustering of Vertical Sounding Ionograms arXiv Paper Oleg I. Berngardt et al. Apr 30 006 Forecasting Ionospheric Irregularities on GNSS Lines of Sight Using Dynamic Graphs with Ephemeris Conditioning arXiv Paper Mert Can Turkmen, E. L. Tan et al. Apr 20 007 Automated Classification of Plasma Regions at Mars Using Machine Learning arXiv Paper Yilan Qin, C. Dong et al. Apr 18 008 Current state of the multi-agent multi-view experimental and digital twin rendezvous (MMEDR-Autonomous) framework arXiv Paper Logan Banker et al. Mar 21 009 Unified Orbit-Attitude Estimation and Sensor Tasking Framework for Autonomous Cislunar Space Domain Awareness Using Multiplicative Unscented Kalman Filter arXiv Paper Smriti Nandan Paul et al. Mar 21 010 CLARE: Classification-based Regression for Electron Temperature Prediction arXiv Paper M. Liang, Blake DeHaas et al. Mar 12 011 Federated Learning-driven Beam Management in LEO 6G Non-Terrestrial Networks arXiv Paper Maria-Lamprini A. Bartsioka, Ioannis A. Bartsiokas et al. Mar 11 012 Evaluating Robustness and Adaptability in Learning-Based Mission Planning for Active Debris Removal arXiv Paper Agni Bandyopadhyay et al. Feb 4 013 Optimal Multi-Debris Mission Planning in LEO: A Deep Reinforcement Learning Approach with Co-Elliptic Transfers and Refueling arXiv Paper Agni Bandyopadhyay, Günther Waxenegger-Wilfing Feb 4 014 Optimizing Mission Planning for Multi-Debris Rendezvous Using Reinforcement Learning with Refueling and Adaptive Collision Avoidance arXiv Paper Agni Bandyopadhyay, Günther Waxenegger-Wilfing Feb 4 015 Deterministic and probabilistic neural surrogates of global hybrid-Vlasov simulations arXiv Paper Daniel Holmberg et al. Jan 18 016 First Multi-Constellation Observations of Navigation Satellite Signals in the Lunar Domain by Post-Processing L1/L5 IQ Snapshots arXiv Paper Lorenzo Sciacca et al. Dec 30, 2025 017 Space AI: Leveraging Artificial Intelligence for Space to Improve Life on Earth arXiv Paper Ziyang Wang Dec 26, 2025 018 Physics-Informed Neural Networks for Modeling the Martian Induced Magnetosphere arXiv Paper Jiawei Gao, Chuanfei Dong et al. Dec 18, 2025 019 PARIS: Pruning Algorithm via the Representer theorem for Imbalanced Scenarios arXiv Paper Enrico Camporeale Dec 7, 2025 020 Reasoning With a Star: A Heliophysics Dataset and Benchmark for Agentic Scientific Reasoning arXiv Paper Kevin Lee et al. Nov 23, 2025 021 Towards a future space-based, highly scalable AI infrastructure system design arXiv Paper Blaise Agüera y Arcas et al. Nov 22, 2025 022 Forecasting Thermospheric Density with Transformers for Multi-Satellite Orbit Management arXiv Paper Cedric Bös et al. Nov 8, 2025 023 Scalable Machine Learning Analysis of Parker Solar Probe Solar Wind Data arXiv Paper Daniela Martin, Connor O'Brien et al. Oct 24, 2025 024 PRESOL: a web-based computational setting for feature-based flare forecasting arXiv Paper Chiara Curletto et al. Oct 2, 2025 025 AI-assisted Advanced Propellant Development for Electric Propulsion arXiv Paper Angel Pan Du et al. Sep 30, 2025 026 Graph-based Neural Space Weather Forecasting arXiv Paper Daniel Holmberg et al. Sep 23, 2025 027 Advancing Resource Extraction Systems in Martian Volcanic Terrain: Rover Design, Power Consumption and Hazard Analysis arXiv Paper Divij Gupta et al. Sep 7, 2025 028 Physics-Informed EvolveGCN: Satellite Prediction for Multi Agent Systems arXiv Paper Timothy Jacob Huber et al. Jul 29, 2025 029 A Geometry-Aware AI Emulator for the Coupled Whole Atmosphere from Earth Surface to the Ionosphere and Thermosphere arXiv Paper Jiahui Hu et al. Jun 24, 2025 030 ARCANE -- Early Detection of Interplanetary Coronal Mass Ejections arXiv Paper H. T. Rüdisser et al. May 14, 2025 031 Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions arXiv Paper Jonah Ekelund, S. Raptis et al. Apr 22, 2025 032 A Self-Supervised Framework for Space Object Behaviour Characterisation arXiv Paper Ian Groves, Andrew Campbell et al. Apr 8, 2025 033 Accelerated Airfoil Design Using Neural Network Approaches arXiv Paper Anantram Patel, Nikhil Mogre et al. Mar 31, 2025 034 Beacon2Science: Enhancing STEREO/HI beacon data with machine learning for efficient CME tracking arXiv Paper Justin Le Louëdec, M. Bauer et al. Mar 19, 2025 035 A Neural Symbolic Model for Space Physics arXiv Paper Jie Ying, Haowei Lin et al. Mar 11, 2025 036 An Interpretable Machine Learning Approach to Understanding the Relationships between Solar Flares and Source Active Regions arXiv Paper Huseyin Cavus, J. T. Wang et al. Feb 20, 2025 037 Forecasting Local Ionospheric Parameters Using Transformers arXiv Paper Daniel J. Alford-Lago et al. Feb 20, 2025 038 Visual Language Models as Operator Agents in the Space Domain arXiv Paper Alejandro Carrasco, Marco Nedungadi et al. Jan 14, 2025 039 Prediction of Geoeffective CMEs Using SOHO Images and Deep Learning arXiv Paper Khalid A. Alobaid, J. T. Wang et al. Jan 2, 2025 040 Magnetic Field Data Calibration with Transformer Model Using Physical Constraints: A Scalable Method for Satellite Missions, Illustrated by Tianwen-1 arXiv Paper Beibei Li, Y. Chi et al. Dec 16, 2024 041 The Muon Space GNSS-R Surface Soil Moisture Product arXiv Paper Max Roberts et al. Nov 26, 2024 042 Solaris: A Foundation Model of the Sun arXiv Paper Harris Abdul Majid, Pietro Sittoni et al. Nov 25, 2024 043 Probabilistic Forecasting of Radiation Exposure for Spaceflight arXiv Paper Rutuja Gurav et al. Nov 11, 2024 044 A novel neural network-based approach to derive a geomagnetic baseline for robust characterization of geomagnetic indices at mid-latitude arXiv Paper R. Kieokaew, V. Haberle et al. Oct 3, 2024 045 EclipseNETs: a differentiable description of irregular eclipse conditions arXiv Paper Giacomo Acciarini et al. Aug 9, 2024 046 MLMT-CNN for Object Detection and Segmentation in Multi-layer and Multi-spectral Images arXiv Paper Majedaldein Almahasneh, A. Paiement et al. Jul 19, 2024 047 Pentagonal Photonic Crystal Mirrors: Scalable Lightsails with Enhanced Acceleration via Neural Topology Optimization arXiv Paper L. Norder et al. Jul 10, 2024 048 Enhancing Solar Driver Forecasting with Multivariate Transformers arXiv Paper Sergio Sanchez-Hurtado et al. Jun 22, 2024 049 Predicting the energetic proton flux with a machine learning regression algorithm arXiv Paper M. Stumpo, M. Laurenza et al. Jun 18, 2024 050 Computing low-thrust transfers in the asteroid belt, a comparison between astrodynamical manipulations and a machine learning approach arXiv Paper G. Acciarini, Laurent Beauregard et al. May 29, 2024 051 NeuralODEs for VLEO simulations: Introducing thermoNET for Thermosphere Modeling arXiv Paper Dario Izzo et al. May 29, 2024 052 Global-local Fourier Neural Operator for Accelerating Coronal Magnetic Field Model arXiv Paper Yutao Du et al. May 21, 2024 053 LLMSat: A Large Language Model-Based Goal-Oriented Agent for Autonomous Space Exploration arXiv Paper David Maranto Apr 13, 2024 054 Language Models are Spacecraft Operators arXiv Paper Víctor Rodríguez-Fernández, Alejandro Carrasco et al. Mar 30, 2024 055 Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches arXiv Paper S. Guastavino, Katsiaryna Bahamazava et al. Mar 14, 2024 056 Deep Learning Based Dynamics Identification and Linearization of Orbital Problems using Koopman Theory arXiv Paper George M. Nehma, Madhur Tiwari et al. Mar 13, 2024 057 Forecasting SEP Events During Solar Cycles 23 and 24 Using Interpretable Machine Learning arXiv Paper S. Kasapis, I. Kitiashvili et al. Mar 4, 2024 058 LONEStar: The Lunar Flashlight Optical Navigation Experiment arXiv Paper Michael Krause et al. Jan 22, 2024 059 Towards a Machine Learning-Based Approach to Predict Space Object Density Distributions arXiv Paper Víctor Rodríguez-Fernández, Sumiyajav Sarangerel et al. Jan 8, 2024 060 Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management arXiv Paper Emma Stevenson, Víctor Rodríguez-Fernández et al. Dec 11, 2023