Cover Image

Using Machine Learning for Lunar Mineralogy-I: Hyperspectral Imaging of Volcanic Samples

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hesar, Fatemeh Fazel, Raouf, Mojtaba, Soltani, Peyman, Foing, Bernard, de Dood, Michiel J. A., Verbeek, Fons J., Cheng, Esther, Zhou, Chenming
Format:	Preprint
Published:	2025
Subjects:	Earth and Planetary Astrophysics Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Connecting Meteorite Spectra to Lunar Surface Composition Using Hyperspectral Imaging and Machine Learning
by: Hesar, Fatemeh Fazel, et al.
Published: (2026)

Advancing Machine Learning for Stellar Activity and Exoplanet Period Rotation
by: Hesar, Fatemeh Fazel, et al.
Published: (2024)

Evaluating Classification Algorithms: Exoplanet Detection using Kepler Time Series Data
by: Hesar, Fatemeh Fazel, et al.
Published: (2024)

Assessing Galaxy Rotation Kinematics: Insights from Convolutional Neural Networks on Velocity Variations
by: Chegeni, Amirmohammad, et al.
Published: (2025)

Resurgence of Lunar Volcanism: Role of Localized Radioactive Enrichment in a Numerical Model of Magmatism and Mantle Convection
by: Uh, Ken'yo, et al.
Published: (2024)

Lunar impact ejecta flux on the Earth
by: Castro-Cisneros, Jose Daniel, et al.
Published: (2025)

Classification and Nomenclature of Planets in the Mass-Radius Plane
by: Jagadeesh, Madhu Kashyap, et al.
Published: (2025)

The Sensitivity to initial conditions of the Co-orbital outcomes of Lunar Ejecta
by: Castro-Cisneros, Jose Daniel, et al.
Published: (2024)

Current Theories of Lunar Ice
by: Schorghofer, Norbert
Published: (2025)

Lunar Dust: Formation, Microphysics, and Transport
by: Turyshev, Slava G.
Published: (2025)

The Detectability of Lunar-Origin Asteroids in the LSST Era
by: Wu, Yixuan, et al.
Published: (2025)

Relativistic Time Modeling for Lunar Positioning Navigation and Timing
by: Seyffert, Yan
Published: (2025)

NELIOTA Lunar Impact Flash Detection and Event Validation
by: Liakos, Alexios, et al.
Published: (2019)

Lunar Swirls Unveil the Origin of the Moon Magnetic Field
by: Zuo, Boxin, et al.
Published: (2024)

A Machine Learning Approach to Detecting Albedo Anomalies on the Lunar Surface
by: Strukova, Sofia, et al.
Published: (2024)

On The Lunar Origin of Near-Earth Asteroid 2024 PT5
by: Kareta, Theodore, et al.
Published: (2024)

Realistic outcomes of moon-moon collisions in Lunar formation theory
by: Malamud, Uri, et al.
Published: (2024)

Lunar ejecta as the missing piece to resolve the lunar cratering asymmetry
by: Li, Hailiang, et al.
Published: (2026)

JIRAM Observations of Volcanic Flux on Io: Distribution and Comparison to Tidal Heat Flow Models
by: Pettine, M., et al.
Published: (2023)

Completion of Lunar Magma Ocean Solidification at 4.43 Ga
by: Dauphas, Nicolas, et al.
Published: (2025)

Revealing Exotic Nanophase Iron in Lunar Samples Through Impact-Driven Spatial Fingerprints
by: Huang, Ziyu, et al.
Published: (2026)

Observation Timelines for the Potential Lunar Impact of Asteroid 2024 YR4
by: He, Yifan, et al.
Published: (2026)

Creation of Lunar-Like Rims in Ilmenite using Synthetic Solar Wind
by: Trivedi, Roshan S., et al.
Published: (2025)

Constructing Four-Body Ballistic Lunar Transfers via Analytical Energy Conditions
by: Fu, Shuyue, et al.
Published: (2025)

Lunar exosphere dynamics at the north pole following Perseid 2009 meteoroid impacts
by: Berezhnoy, Alexey A., et al.
Published: (2025)

Exomoons and Exorings with the Habitable Worlds Observatory II: Finding Endor with Lunar Eclipses
by: Limbach, Mary Anne, et al.
Published: (2026)

Insights into Lunar Mineralogy: An Unsupervised Approach for Clustering of the Moon Mineral Mapper (M3) spectral data
by: Thoresen, Freja, et al.
Published: (2024)

Volcanic Satellites Tidally Venting Na, K, SO2 in Optical & Infrared Light
by: Oza, Apurva V., et al.
Published: (2025)

Identifying Habitable Exoplanets with Radio Telescopes on the Lunar Farside
by: Mahesh, N., et al.
Published: (2025)

Mantle Convection and Nightside Volcanism on Lava World K2-141 b
by: Meier, Tobias G., et al.
Published: (2026)

Tidal Heating of the Lunar Magma Ocean: Reconciling an Old Moon with a Young Solidification
by: Zhao, Wenhao, et al.
Published: (2025)

The Mineralogical Connection Between M- and K-type Asteroids as Indicated by Polarimetry
by: Masiero, Joseph R., et al.
Published: (2025)

Cohesion and Shear Strength of Compacted Lunar and Martian Regolith Simulants
by: Dotson, B., et al.
Published: (2024)

Lunar geochemistry from X-ray line flux ratios using CLASS on Chandrayaan 2
by: Kumar, R., et al.
Published: (2025)

Lunar nutation effect defines the sign of the Earth rotation rate for now, but this may change soon
by: Titov, Oleg
Published: (2026)

A Search for Eclipse Cycles Similar to the Hypersaros: Columbus and the Lunar Eclipse of March 14, 2025
by: Hartigan, Patrick
Published: (2025)

Modeling Volcanic Plume Heights Across Exoplanet Atmospheres: Insights from TRAPPIST-1
by: Saxena, Prabal, et al.
Published: (2026)

Interior dynamics of envelopes around disk-embedded planets
by: Kuwahara, Ayumu, et al.
Published: (2026)

From planetesimals to planets with N-body simulations in the giant-planet formation region
by: Lorek, Sebastian, et al.
Published: (2026)

Lunar ejecta origin of near-Earth asteroid Kamo`oalewa is compatible with rare orbital pathways
by: Castro-Cisneros, Jose Daniel, et al.
Published: (2023)