51 citations · 54 across the 5 of their papers we have counts for
5 papers
Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation
Nishant Panda, Natalie Klein, Dominic Yang +2
Given two probability densities on related data spaces, we seek a map pushing one density to the other while satisfying application-dependent constraints. For maps to have utility…
Generative structured normalizing flow Gaussian processes applied to spectroscopic data
Natalie Klein, Nishant Panda, Patrick Gasda +1
In this work, we propose a novel generative model for mapping inputs to structured, high-dimensional outputs using structured conditional normalizing flows and Gaussian process reg…
Properties of the Nili Fossae Olivine-clay-carbonate lithology: orbital and in situ at Séítah
Adrian J. Brown, Linda Kah, Lucia Mandon +31
We examine the observed properties of the Nili Fossae olivine-clay-carbonate lithology from orbital data and in situ by the Mars 2020 rover at the Séítah unit in Jezero crater, inc…
Iron Mobility During Diagenesis at Vera Rubin Ridge, Gale Crater, Mars
J l'Haridon, N Mangold, A Fraeman +18
The Curiosity rover investigated a topographic structure known as Vera Rubin ridge, associated with a hematite signature in orbital spectra. There, Curiosity encountered mudstones…
Nuclear Spectroscopy for the Exploration of Mars and Beyond
Katherine E. Mesick, Patrick J. Gasda, Travis S. J. Gabriel +2
Nuclear spectroscopy is the only instrumentation that provides bulk geochemical constraints at depth (up to one meter in the surface). These instruments identify and quantify water…