3 papers
cs.LG2026
Physics-informed Conditional Normalizing Flows for Angles-only Cislunar Orbit Determination
Walther Litteri, Massimiliano Vasile
Generative Astrodynamics is advanced in this work by extending generative modelling to an orbit determination problem in the cislunar environment. The task is formulated as conditi…
cs.LG2024
Generative Design of Periodic Orbits in the Restricted Three-Body Problem
Alvaro Francisco Gil, Walther Litteri, Victor Rodriguez-Fernandez +2
The Three-Body Problem has fascinated scientists for centuries and it has been crucial in the design of modern space missions. Recent developments in Generative Artificial Intellig…
cs.AI2024
Treatment of Epistemic Uncertainty in Conjunction Analysis with Dempster-Shafer Theory
Luis Sanchez, Massimiliano Vasile, Silvia Sanvido +2
The paper presents an approach to the modelling of epistemic uncertainty in Conjunction Data Messages (CDM) and the classification of conjunction events according to the confidence…