| Designing Impulsive Station-Keeping Maneuvers near a Sun-Earth L2 Halo Orbit via Reinforcement Learning S Bonasera, I Elliott, CJ Sullivan, N Bosanac, N Ahmed, J McMahon 31st AAS/AIAA Space Flight Mechanics Meeting, Virtual 2, 2021 | 17 | 2021 |
| Incorporating Observation Uncertainty into Reinforcement Learning-Based Spacecraft Guidance Schemes S Boone, S Bonasera, JW McMahon, N Bosanac, NR Ahmed AIAA SCITECH 2022 Forum, 1765, 2022 | 13 | 2022 |
| Reinforcement learning for reconfiguration maneuver design in multi-body systems N Bosanac, S Bonasera, CJ Sullivan, J McMahon, N Ahmed AAS/AIAA Astrodynamics Specialist Conference, Virtual, 2021 | 11 | 2021 |
| Applying data mining techniques to higher-dimensional Poincaré maps in the circular restricted three-body problem S Bonasera, N Bosanac Celestial Mechanics and Dynamical Astronomy 133 (11), 1-32, 2021 | 9 | 2021 |
| Designing Sun–Earth L2 Halo Orbit Stationkeeping Maneuvers via Reinforcement Learning S Bonasera, N Bosanac, CJ Sullivan, I Elliott, N Ahmed, JW McMahon Journal of Guidance, Control, and Dynamics 46 (2), 301-311, 2023 | 8 | 2023 |
| Incorporating Machine Learning into Trajectory Design Strategies in Multi-Body Systems S Bonasera University of Colorado at Boulder, 2022 | 5 | 2022 |
| Dropout and ensemble networks for thermospheric density uncertainty estimation S Bonasera, G Acciarini, J Pérez-Hernández, B Benson, E Brown, ... Bayesian Deep Learning Workshop, NeurIPS, 2021 | 5 | 2021 |
| Transitions between quasi-periodic orbits near resonances in the circular restricted three-body problem S Bonasera, N Bosanac AAS/AIAA Astrodynamics Specialist Conference, Lake Tahoe, CA (Virtual), 2020 | 5 | 2020 |
| Applications of Clustering to Higher-Dimensional Poincaré Maps in Multi-Body Systems S Bonasera, N Bosanac AIAA Scitech 2020 Forum, 2178, 2020 | 5 | 2020 |
| Unsupervised learning to aid visualization of higher-dimensional Poincaré maps in multi-body trajectory design S Bonasera, N Bosanac | 4 | 2020 |
| Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles B Benson, E Brown, S Bonasera, G Acciarini, JA Pérez-Hernández, ... arXiv preprint arXiv:2112.09051, 2021 | 3 | 2021 |
| Computing Natural Transitions Between Tori Near Resonances in the Earth–Moon System S Bonasera, N Bosanac Journal of Guidance, Control, and Dynamics 46 (3), 443-454, 2023 | 2 | 2023 |
| Learning the solar latent space: sigma-variational autoencoders for multiple channel solar imaging EJE Brown, S Bonasera, B Benson, JA Pérez-Hernández, G Acciarini, ... | 2* | |
| On lunar collision orbits: New methodologies for Moon-to-Moon transfer design S Bonasera | | 2017 |
