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2020 – today
- 2024
[j1]César Aybar, Gonzalo Mateo-García, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova:
Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19518-19529 (2024)- [c4]Max Bannach
, Emmanuel Blazquez, Dario Izzo, Giacomo Acciarini, Alexander Hadjiivanov, Gernot Heißel, Rita Mastroianni, Sebastien Origer, Jai Grover, Dominik Dold, Zacharia Rudge:
The Space Optimization Competition: Third Edition. GECCO Companion 2024: 21-22 - [c3]James Parr, Giacomo Acciarini, Chris Bridges, Gonzalo Mateo-Garcia, Enrique Portales Julia, Cormac Purcell, Vít Ruzicka, Anne Spalding, Josh Veitch-Michaelis:
Live Twinning: A Vision of ML Enabled Assets in Leo for Rapid Response to Natural Catastrophes. IGARSS 2024: 685-688 - [i11]Giacomo Acciarini, Atilim Günes Baydin, Dario Izzo:
Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming. CoRR abs/2402.04830 (2024) - [i10]Giacomo Acciarini, Laurent Beauregard, Dario Izzo:
Computing low-thrust transfers in the asteroid belt, a comparison between astrodynamical manipulations and a machine learning approach. CoRR abs/2405.18918 (2024) - [i9]Dario Izzo, Giacomo Acciarini, Francesco Biscani:
NeuralODEs for VLEO simulations: Introducing thermoNET for Thermosphere Modeling. CoRR abs/2405.19384 (2024) - [i8]Giacomo Acciarini, Nicola Baresi, David Lloyd, Dario Izzo:
Nonlinear Propagation of Non-Gaussian Uncertainties: Theory and Applications to Spacecraft Trajectory Design. CoRR abs/2408.05384 (2024) - [i7]Giacomo Acciarini, Francesco Biscani, Dario Izzo:
EclipseNETs: a differentiable description of irregular eclipse conditions. CoRR abs/2408.05387 (2024) - [i6]Sebastien Origer, Dario Izzo, Giacomo Acciarini, Francesco Biscani, Rita Mastroianni, Max Bannach, Harry Holt:
Certifying Guidance & Control Networks: Uncertainty Propagation to an Event Manifold. CoRR abs/2410.03729 (2024) - 2023
- [c2]Gonzalo Mateo-García, César Aybar, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova:
Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators. IGARSS 2023: 1875-1878 - [i5]Shreshth A. Malik, James Walsh, Giacomo Acciarini, Thomas E. Berger, Atilim Günes Baydin:
High-Cadence Thermospheric Density Estimation enabled by Machine Learning on Solar Imagery. CoRR abs/2312.06845 (2023) - 2022
- [i4]Marcus Märtens, Dario Izzo, Emmanuel Blazquez, Moritz von Looz, Pablo Gómez, Anne Mergy, Giacomo Acciarini, Chit Hong Yam, Javier Hernando Ayuso, Yuri Shimane:
The Fellowship of the Dyson Ring: ACT&Friends' Results and Methods for GTOC 11. CoRR abs/2205.10124 (2022) - 2021
- [i3]Bernard Benson, Edward Brown, Stefano Bonasera, Giacomo Acciarini, Jorge A. Pérez-Hernández, Eric Sutton, Moriba K. Jah, Christopher Bridges, Meng Jin, Atilim Günes Baydin:
Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles. CoRR abs/2112.09051 (2021) - 2020
- [c1]Giacomo Acciarini, Dario Izzo, Erwin Mooij:
MHACO: a Multi-Objective Hypervolume-Based Ant Colony Optimizer for Space Trajectory Optimization. CEC 2020: 1-8 - [i2]Giacomo Acciarini, Francesco Pinto, Sascha Metz, Sarah Boufelja, Sylvester Kaczmarek, Klaus Merz, José A. Martinez-Heras, Francesca Letizia, Christopher Bridges, Atilim Günes Baydin:
Spacecraft Collision Risk Assessment with Probabilistic Programming. CoRR abs/2012.10260 (2020) - [i1]Francesco Pinto, Giacomo Acciarini, Sascha Metz, Sarah Boufelja, Sylvester Kaczmarek, Klaus Merz, José A. Martinez-Heras, Francesca Letizia, Christopher Bridges, Atilim Günes Baydin:
Towards Automated Satellite Conjunction Management with Bayesian Deep Learning. CoRR abs/2012.12450 (2020)
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