Seuraa
Giacomo Acciarini
Giacomo Acciarini
Visiting Researcher at European Space Agency, Advanced Concepts Team
Vahvistettu sähköpostiosoite verkkotunnuksessa ext.esa.int
Nimike
Viittaukset
Viittaukset
Vuosi
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
192020
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
182020
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
162020
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
152021
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
112021
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
52021
A multi-layer temporal network model of the space environment
G Acciarini, M Vasile
71st International Astronautical Congress, 2020
42020
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
32023
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
32022
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
32021
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
22023
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
22021
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
22020
A network-based evolutionary model of the space environment
G Acciarini, M Vasile
8th European Conference on Space Debris, 1-9, 2021
12021
Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming
G Acciarini, AG Baydin, D Izzo
arXiv preprint arXiv:2402.04830, 2024
2024
Improving Thermospheric Density Predictions in Low‐Earth Orbit With Machine Learning
G Acciarini, E Brown, TE Berger, M Guhathakurta, J Parr, C Bridges, ...
Space Weather 22 (2), 2024
2024
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
2024
Incorporating Direct EUV Irradiance from Solar Images into Thermospheric Density Modelling with Machine Learning
TE Berger, S Malik, J Walsh, G Acciarini
AGU23, 2023
2023
High-Cadence Thermospheric Density Estimation enabled by Machine Learning on Solar Imagery
SA Malik, J Walsh, G Acciarini, TE Berger, AG Baydin
NeurIPS 2023, Machine Learning and the Physical Sciences, 2023
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
2023
Järjestelmä ei voi suorittaa toimenpidettä nyt. Yritä myöhemmin uudelleen.
Artikkelit 1–20