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 | 12 | 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 | 12 | 2020 |
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 | 11 | 2020 |
Kessler: A machine learning library for spacecraft collision avoidance G Acciarini, F Pinto, F Letizia, JA Martinez-Heras, K Merz, C Bridges, ... 8th European Conference on Space Debris, 1-9, 2021 | 8 | 2021 |
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 | 8 | 2021 |
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 | 2 | 2021 |
A multi-layer temporal network model of the space environment G Acciarini, M Vasile 71st International Astronautical Congress, IAC 2020, 2020 | 2 | 2020 |
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 | 1 | 2023 |
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 | 1 | 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 | 1 | 2020 |
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 | | 2022 |
A network-based evolutionary model of the space environment G Acciarini, M Vasile 8th European Conference on Space Debris, 1-9, 2021 | | 2021 |
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 | | 2021 |
Sample Return from a Relic Ocean World: The Calathus Mission to Occator Crater, Ceres LE Kissick, G Acciarini, H Bates, N Berge, M Caballero, P Cambianca, ... 51st Annual Lunar and Planetary Science Conference, 1291, 2020 | | 2020 |
Optimizing a Solar Sailing Polar Mission to the Sun: Development and Application of a New Ant Colony Optimizer G Acciarini TU Delft, 2019 | | 2019 |
D-Type Explorer for Subsurface Interior sample REturn Team Orange G Acciarini, J Andersson, S Bakken, S Barkaoui, M Caballero, ... | | 2018 |