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Giacomo Acciarini
Giacomo Acciarini
University of Surrey, Surrey Space Center, Astrodynamics Group
Verified email at surrey.ac.uk
Title
Cited by
Cited by
Year
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
122020
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
122020
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
112020
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
82021
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
82021
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
22021
A multi-layer temporal network model of the space environment
G Acciarini, M Vasile
71st International Astronautical Congress, IAC 2020, 2020
22020
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
12023
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
12021
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
12020
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
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