3 papers
cs.CL2026
Verifiably grounded machine interpretation of lunar geology
Tom Sander, Kay Wohlfarth, Christian Wöhler
Planetary geology relies on historical, interpretive reasoning to reconstruct past events from diverse observations. Here, we investigate how far this interpretive workflow can be…
cs.CV2025
The Moon's Many Faces: A Single Unified Transformer for Multimodal Lunar Reconstruction
Tom Sander, Moritz Tenthoff, Kay Wohlfarth +1
Multimodal learning is an emerging research topic across multiple disciplines but has rarely been applied to planetary science. In this contribution, we propose a single, unified t…
astro-ph.EP2025
Population-level Hypothesis Testing with Rocky Planet Emission Data: A Tentative Trend in the Brightness Temperatures of M-Earths
Brandon Park Coy, Jegug Ih, Edwin S. Kite +11
Determining which rocky exoplanets have atmospheres, and why, is a key goal for the James Webb Space Telescope. So far, emission observations of individual rocky exoplanets orbitin…