7 citations · 15 across the 6 of their papers we have counts for
6 papers
Fine-Tuned Language Models as Space Systems Controllers
Enrico M. Zucchelli, Di Wu, Julia Briden +3
Large language models (LLMs), or foundation models (FMs), are pretrained transformers that coherently complete sentences auto-regressively. In this paper, we show that LLMs can con…
Visual Language Models as Operator Agents in the Space Domain
Alejandro Carrasco, Marco Nedungadi, Enrico M. Zucchelli +3
This paper explores the application of Vision-Language Models (VLMs) as operator agents in the space domain, focusing on both software and hardware operational paradigms. Building…
Minimum Radiative Heat and Propellant Aerocapture Guidance with Attitude Kinematics Constraints
Enrico Marco Zucchelli, Erwin Mooij
Aerocapture leverages atmospheric drag to convert a spacecraft's hyperbolic trajectory into a bound orbit. For some aerocapture missions, heating due to the radiation of high tempe…
A Bayesian Approach to Low-Thrust Maneuvering Spacecraft Tracking
Enrico M. Zucchelli, Brandon A. Jones
Bayesian estimation with an explicit transitional prior is required for a tracking algorithm to be embedded in most multi-target tracking frameworks. This paper describes a novel a…
Compositional Diffusion Models for Powered Descent Trajectory Generation with Flexible Constraints
Julia Briden, Yilun Du, Enrico M. Zucchelli +1
This work introduces TrajDiffuser, a compositional diffusion-based flexible and concurrent trajectory generator for 6 degrees of freedom powered descent guidance. TrajDiffuser is a…
A Gaussian Integral Filter with Multivariate Laplace Process Noise
Enrico M. Zucchelli, Brandon A. Jones
This paper introduces the concept of the Gaussian integral filter (GIF), the limit of the Gaussian sum filter (GSF) for when the number of mixands tends to infinity. The GIF is obt…