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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
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
92020
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
72021
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
72020
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
72020
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
32021
A multi-layer temporal network model of the space environment
G Acciarini, M Vasile
71st International Astronautical Congress, IAC 2020, 2020
12020
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, ...
arXiv preprint arXiv:2205.10124, 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
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
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
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
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, ...
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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