Giacomo Acciarini

According to our database, Giacomo Acciarini authored at least 27 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Pretrained Approximators for Low-Thrust Trajectory Cost and Reachability.

Zhong Zhang, Giacomo Acciarini, Dario Izzo, Hexi Baoyin, Francesco Topputo

CoRR, May, 2026

Reachability for Low-Thrust Trajectories via Maximum Initial Mass.

Giacomo Acciarini, Dario Izzo, Zhong Zhang

CoRR, May, 2026

2025

Connecting the Dots: A Machine Learning Ready Dataset for Ionospheric Forecasting Models.

Linnea Wolniewicz, Halil Kelebek, Simone Mestici, Michael Vergalla, Giacomo Acciarini, Bala Poduval, Olga Verkhoglyadova, Madhulika Guhathakurta, Thomas E. Berger, Atilim Günes Baydin, Frank Soboczenski

CoRR, November, 2025

IonCast: A Deep Learning Framework for Forecasting Ionospheric Dynamics.

Halil Kelebek, Linnea M. Wolniewicz, Michael D. Vergalla, Simone Mestici, Giacomo Acciarini, Bala Poduval, Olga Verkhoglyadova, Madhulika Guhathakurta, Thomas E. Berger, Frank Soboczenski, Atilim Günes Baydin

CoRR, November, 2025

Forecasting the Ionosphere from Sparse GNSS Data with Temporal-Fusion Transformers.

Giacomo Acciarini, Simone Mestici, Halil Kelebek, Linnea M. Wolniewicz, Michael D. Vergalla, Madhulika Guhathakurta, Umaa Rebbapragada, Bala Poduval, Atilim Günes Baydin, Frank Soboczenski

CoRR, September, 2025

Towards Methane Detection Onboard Satellites.

Maggie Chen, Hala Lambdouar, Luca Marini, Laura Martínez-Ferrer, Christopher Bridges, Giacomo Acciarini

CoRR, September, 2025

Optimization and Automated Reasoning for Designing Future Space Missions (Dagstuhl Seminar 25362).

Max Bannach, Johannes Klaus Fichte, Dario Izzo, Inês Lynce, Giacomo Acciarini

Dagstuhl Reports, August, 2025

Probability of collision in nonlinear dynamics by moment propagation.

Théo Verhelst, Giacomo Acciarini, Dario Izzo, Francesco Biscani

CoRR, April, 2025

High-order expansion of Neural Ordinary Differential Equations flows.

Dario Izzo, Sebastien Origer, Giacomo Acciarini, Francesco Biscani

CoRR, April, 2025

EclipseNETs: Learning Irregular Small Celestial Body Silhouettes.

Giacomo Acciarini, Dario Izzo, Francesco Biscani

CoRR, April, 2025

2024

Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models.

César Aybar, Gonzalo Mateo-García, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Asteroid Mining: ACT&Friends' Results for the GTOC 12 Problem.

Dario Izzo, Marcus Märtens, Laurent Beauregard, Max Bannach, Giacomo Acciarini, Emmanuel Blazquez, Alexander Hadjiivanov, Jai Grover, Gernot Heißel, Yuri Shimane, Chit Hong Yam

CoRR, 2024

Certifying Guidance & Control Networks: Uncertainty Propagation to an Event Manifold.

Sebastien Origer, Dario Izzo, Giacomo Acciarini, Francesco Biscani, Rita Mastroianni, Max Bannach, Harry Holt

CoRR, 2024

EclipseNETs: a differentiable description of irregular eclipse conditions.

Giacomo Acciarini, Francesco Biscani, Dario Izzo

CoRR, 2024

Nonlinear Propagation of Non-Gaussian Uncertainties: Theory and Applications to Spacecraft Trajectory Design.

Giacomo Acciarini, Nicola Baresi, David Lloyd, Dario Izzo

CoRR, 2024

NeuralODEs for VLEO simulations: Introducing thermoNET for Thermosphere Modeling.

Dario Izzo, Giacomo Acciarini, Francesco Biscani

CoRR, 2024

Computing low-thrust transfers in the asteroid belt, a comparison between astrodynamical manipulations and a machine learning approach.

Giacomo Acciarini, Laurent Beauregard, Dario Izzo

CoRR, 2024

Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming.

Giacomo Acciarini, Atilim Günes Baydin, Dario Izzo

CoRR, 2024

Live Twinning: A Vision of ML Enabled Assets in Leo for Rapid Response to Natural Catastrophes.

James Parr, Giacomo Acciarini, Chris Bridges, Gonzalo Mateo-Garcia, Enrique Portales Julia, Cormac Purcell, Vít Ruzicka, Anne Spalding, Josh Veitch-Michaelis

Proceedings of the IGARSS 2024, 2024

The Space Optimization Competition: Third Edition.

Max Bannach, Emmanuel Blazquez, Dario Izzo, Giacomo Acciarini, Alexander Hadjiivanov, Gernot Heißel, Rita Mastroianni, Sebastien Origer, Jai Grover, Dominik Dold, Zacharia Rudge

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

High-Cadence Thermospheric Density Estimation enabled by Machine Learning on Solar Imagery.

Shreshth A. Malik, James Walsh, Giacomo Acciarini, Thomas E. Berger, Atilim Günes Baydin

CoRR, 2023

Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators.

Gonzalo Mateo-García, César Aybar, Giacomo Acciarini, Vít Ruzicka, Gabriele Meoni, Nicolas Longépé, Luis Gómez-Chova

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

The Fellowship of the Dyson Ring: ACT&Friends' Results and Methods for GTOC 11.

Marcus Märtens, Dario Izzo, Emmanuel Blazquez, Moritz von Looz, Pablo Gómez, Anne Mergy, Giacomo Acciarini, Chit Hong Yam, Javier Hernando Ayuso, Yuri Shimane

CoRR, 2022

2021

Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles.

Bernard Benson, Edward Brown, Stefano Bonasera, Giacomo Acciarini, Jorge A. Pérez-Hernández, Eric Sutton, Moriba K. Jah, Christopher Bridges, Meng Jin, Atilim Günes Baydin

CoRR, 2021

2020

Towards Automated Satellite Conjunction Management with Bayesian Deep Learning.

Francesco Pinto, Giacomo Acciarini, Sascha Metz, Sarah Boufelja, Sylvester Kaczmarek, Klaus Merz, José A. Martinez-Heras, Francesca Letizia, Christopher Bridges, Atilim Günes Baydin

CoRR, 2020

Spacecraft Collision Risk Assessment with Probabilistic Programming.

Giacomo Acciarini, Francesco Pinto, Sascha Metz, Sarah Boufelja, Sylvester Kaczmarek, Klaus Merz, José A. Martinez-Heras, Francesca Letizia, Christopher Bridges, Atilim Günes Baydin

CoRR, 2020

MHACO: a Multi-Objective Hypervolume-Based Ant Colony Optimizer for Space Trajectory Optimization.

Giacomo Acciarini, Dario Izzo, Erwin Mooij

Proceedings of the IEEE Congress on Evolutionary Computation, 2020