| Towards automated satellite conjunction management with Bayesian deep learning F Pinto, G Acciarini, S Metz, S Boufelja, S Kaczmarek, K Merz, ... NeurIPS 2020, AI for Earth Sciences, 2020 | 21 | 2020 |
| MHACO: a Multi-Objective Hypervolume-Based Ant Colony Optimizer for Space Trajectory Optimization G Acciarini, D Izzo, E Mooij IEEE World Congress on Computational Intelligence (IEEE WCCI), 8, 2020 | 21 | 2020 |
| Kessler: A machine learning library for spacecraft collision avoidance G Acciarini, F Pinto, F Letizia, JA Martinez-Heras, K Merz, CP BRIDGES, ... European Conference on Space Debris, 2021 | 16 | 2021 |
| Spacecraft collision risk assessment with probabilistic programming G Acciarini, F Pinto, S Metz, S Boufelja, S Kaczmarek, K Merz, ... NeurIPS 2020, Machine Learning and the Physical Sciences, 2020 | 16 | 2020 |
| Calathus: A sample-return mission to Ceres O Gassot, P Panicucci, G Acciarini, H Bates, M Caballero, P Cambianica, ... Acta Astronautica 181, 112-129, 2021 | 12 | 2021 |
| A multi-layer temporal network model of the space environment G Acciarini, M Vasile 71st International Astronautical Congress, 2020 | 7 | 2020 |
| Dropout and Ensemble Networks for Thermospheric Density Uncertainty Estimation S Bonasera, G Acciarini, JA Pérez-Hernández, B Benson, E Brown, ... NeurIPS 2021, Bayesian Deep Learning, 2021 | 6 | 2021 |
| Observation Strategies and Megaconstellations Impact on Current LEO Population G Acciarini, N Baresi, C Bridges, L Felicetti, S Hobbs, AG Baydin 2nd NEO and Debris Detection Conference, 2023 | 4 | 2023 |
| Uncertainty propagation in orbital dynamics via Galerkin projection of the Fokker-Planck Equation G Acciarini, C Greco, M Vasile Advances in Space Research 73 (1), 53-63, 2024 | 3 | 2024 |
| The Fellowship of the Dyson Ring: ACT&Friends' Results and Methods for GTOC 11 M Märtens, D Izzo, E Blazquez, M von Looz, P Gómez, A Mergy, ... Acta Astronautica, 2022 | 3 | 2022 |
| A network-based evolutionary model of the space environment G Acciarini, M Vasile 8th European Conference on Space Debris, 1-9, 2021 | 3 | 2021 |
| Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles B Benson, E Brown, S Bonasera, G Acciarini, JA Pérez-Hernández, ... NeurIPS 2021, Machine Learning and the Physical Sciences, 2021 | 3 | 2021 |
| On the Solution of the Fokker-Planck Equation without Diffusion for Uncertainty Propagation in Orbital Dynamics G Acciarini, C Greco, M Vasile 2020 AAS/AIAA Astrodynamics Specialist Conference South Lake Tahoe, CA, 2020 | 3 | 2020 |
| Karman - a Machine Learning Software Package for Benchmarking Thermospheric Density Models G Acciarini, E Brown, C Bridges, AG Baydin, TE Berger, M Guhathakurta Advanced Maui Optical and Space Surveillance Technologies Conference (AMOS), 2023 | 2 | 2023 |
| Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators G Mateo-García, C Aybar, G Acciarini, V Růžička, G Meoni, N Longépé, ... IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 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, ... NeurIPS 2021, Machine Learning and the Physical Sciences, 2021 | 2 | 2021 |
| Global Optimization for Trajectory Design via Invariant Manifolds in the Earth-Moon Circular Restricted Three-Body Problem F Tagliaferri, E Blazquez, G Acciarini, D Izzo 29th International Symposium on Space Flight Dynamics, 2024 | 1 | 2024 |
| Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming G Acciarini, AG Baydin, D Izzo arXiv preprint arXiv:2402.04830, 2024 | 1 | 2024 |
| Stochastic Continuation for Space Trajectory Design G Acciarini, N Baresi, D Lloyd, D Izzo ESA GNC and ICATT Conference 2023, 2023 | 1 | 2023 |
| EclipseNETs: a differentiable description of irregular eclipse conditions G Acciarini, F Biscani, D Izzo arXiv preprint arXiv:2408.05387, 2024 | | 2024 |
Dario IzzoScientist at the European Space AgencyVerificeret mail på esa.int