MHACO: a Multi-Objective Hypervolume-Based Ant Colony Optimizer for Space Trajectory Optimization. - Giacomo Acciarini; Dario Izzo; Erwin Mooij (CEC, 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 001; Atilim Günes Baydin (CoRR, 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 001; Atilim Günes Baydin (CoRR, 2020)

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 001; Meng Jin; Atilim Günes Baydin (CoRR, 2021)

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)

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 (IGARSS, 2023)

High-Cadence Thermospheric Density Estimation enabled by Machine Learning on Solar Imagery. - Shreshth A. Malik; James Walsh 008; Giacomo Acciarini; Thomas E. Berger; Atilim Günes Baydin (CoRR, 2023)

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 (GECCO Companion, 2024)

Live Twinning: A Vision of ML Enabled Assets in Leo for Rapid Response to Natural Catastrophes. - James Parr; Giacomo Acciarini; Chris Bridges 001; Gonzalo Mateo-Garcia; Enrique Portales Julia; Cormac Purcell; Vít Ruzicka; Anne Spalding; Josh Veitch-Michaelis (IGARSS, 2024)

Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming. - Giacomo Acciarini; Atilim Günes Baydin; Dario Izzo (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)

NeuralODEs for VLEO simulations: Introducing thermoNET for Thermosphere Modeling. - Dario Izzo; Giacomo Acciarini; Francesco Biscani (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)

EclipseNETs: a differentiable description of irregular eclipse conditions. - Giacomo Acciarini; Francesco Biscani; Dario Izzo (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)

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)

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)

EclipseNETs: Learning Irregular Small Celestial Body Silhouettes. - Giacomo Acciarini; Dario Izzo; Francesco Biscani (CoRR, 2025)

High-order expansion of Neural Ordinary Differential Equations flows. - Dario Izzo; Sebastien Origer; Giacomo Acciarini; Francesco Biscani (CoRR, 2025)

Probability of collision in nonlinear dynamics by moment propagation. - Théo Verhelst; Giacomo Acciarini; Dario Izzo; Francesco Biscani (CoRR, 2025)

Towards Methane Detection Onboard Satellites. - Maggie Chen; Hala Lambdouar; Luca Marini; Laura Martínez-Ferrer; Christopher Bridges 001; Giacomo Acciarini (CoRR, 2025)

Forecasting the Ionosphere from Sparse GNSS Data with Temporal-Fusion Transformers. - Giacomo Acciarini; Simone Mestici; Halil Kelebek; Linnea Wolniewicz; Michael Vergalla; Madhulika Guhathakurta; Umaa Rebbapragada; Bala Poduval; Atilim Günes Baydin; Frank Soboczenski (CoRR, 2025)