21 citations · 22 across the 4 of their papers we have counts for
4 papers
Improving Faint Object Detection for Space Situational Awareness with Variational Autoencoders
Angela Cratere, Luca Ghilardi, Vishnu Reddy +3
We present a deep-learning pipeline for enhancing the detection of faint moving objects in optical space situational awareness (SSA) imagery through automated star removal and back…
Action Chunking with Transformers for Image-Based Spacecraft Guidance and Control
Alejandro Posadas-Nava, Andrea Scorsoglio, Luca Ghilardi +2
We present an imitation learning approach for spacecraft guidance, navigation, and control(GNC) that achieves high performance from limited data. Using only 100 expert demonstratio…
Grain Size Effects on UV-MIR (0.2-14 micron) Spectra of Carbonaceous Chondrite Groups
David C. Cantillo, Vishnu Reddy, Adam Battle +7
Carbonaceous chondrites are among the most important meteorite types and have played a vital role in deciphering the origin and evolution of our solar system. They have been linked…
The Near-Earth Object Surveyor Mission
A. K. Mainzer, Joseph R. Masiero, Paul A. Abell +34
The Near-Earth Object (NEO) Surveyor mission is a NASA observatory designed to discover and characterize near-Earth asteroids and comets. The mission's primary objective is to find…