Towards a Foundation Model for the Martian Atmosphere
Fuente:
arXiv
Saved in:
| Main Authors: | Roy, Sujit, Nair, Udayshankar, Wu, Yuling, Priftis, Georgios, Wang, Liping, Georgiou, Anastasia, Jones, Anne, Lütjens, Björn, Schmude, Johannes, Watson, Campbell, Slank, Rachel A., Kumar, Ankur, Mukherjee, Anirbit, Sen, Procheta, Lolachi, Ramin, Chen, Haonan, Maskey, Manil, Bernabé-Moreno, Juan, Ramachandran, Rahul |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PDE foundation models are skillful AI weather emulators for the Martian atmosphere
by: Schmude, Johannes, et al.
Published: (2026)
by: Schmude, Johannes, et al.
Published: (2026)
AI Foundation Model for Heliophysics: Applications, Design, and Implementation
by: Roy, Sujit, et al.
Published: (2024)
by: Roy, Sujit, et al.
Published: (2024)
Exploring Metal Additive Manufacturing in Martian Atmospheric Environments
by: Mebruer, Zane, et al.
Published: (2026)
by: Mebruer, Zane, et al.
Published: (2026)
The Impact of Solar Radiation on the Martian Upper Atmosphere
by: Chakravarty, S. C., et al.
Published: (2022)
by: Chakravarty, S. C., et al.
Published: (2022)
SuryaBench: Benchmark Dataset for Advancing Machine Learning in Heliophysics and Space Weather Prediction
by: Roy, Sujit, et al.
Published: (2025)
by: Roy, Sujit, et al.
Published: (2025)
Finetuning AI Foundation Models to Develop Subgrid-Scale Parameterizations: A Case Study on Atmospheric Gravity Waves
by: Gupta, Aman, et al.
Published: (2025)
by: Gupta, Aman, et al.
Published: (2025)
High-Latitude Zonal Jets in the Martian Upper Atmosphere Driven by Non-Orographic Gravity Waves
by: Liu, Jiandong, et al.
Published: (2026)
by: Liu, Jiandong, et al.
Published: (2026)
Dynamical phenomena in the Martian atmosphere through Mars Express imaging
by: Sánchez-Lavega, A., et al.
Published: (2024)
by: Sánchez-Lavega, A., et al.
Published: (2024)
Atmospheric CO2 Ice in the Martian Polar Regions: Physical and Spectral Properties From Mars Climate Sounder Observations
by: Stevens, R. W., et al.
Published: (2025)
by: Stevens, R. W., et al.
Published: (2025)
Surya: Foundation Model for Heliophysics
by: Roy, Sujit, et al.
Published: (2025)
by: Roy, Sujit, et al.
Published: (2025)
On the feasibility of laser satellite communications from the Martian surface
by: Rodriguez, Eva Fernandez, et al.
Published: (2025)
by: Rodriguez, Eva Fernandez, et al.
Published: (2025)
A hybrid origin for the Martian atmosphere
by: Pahlevan, Kaveh, et al.
Published: (2024)
by: Pahlevan, Kaveh, et al.
Published: (2024)
Martian atmospheric disturbances from orbital images and surface pressure at Jezero Crater, Mars, during Martian Year 36
by: Sánchez-Lavega, A., et al.
Published: (2025)
by: Sánchez-Lavega, A., et al.
Published: (2025)
The Dependence of Earth Milankovitch Cycles on Martian Mass
by: Kane, Stephen R., et al.
Published: (2025)
by: Kane, Stephen R., et al.
Published: (2025)
Evaluation and Modeling of Pneumatic Percussive Drill for Martian Subsurface Access
by: Tosi, Luis Phillipe, et al.
Published: (2026)
by: Tosi, Luis Phillipe, et al.
Published: (2026)
Dance to Demise -- How Massive Stars May Form Dense Circumstellar Shells Before Explosion
by: Sengupta, Sutirtha, et al.
Published: (2025)
by: Sengupta, Sutirtha, et al.
Published: (2025)
Analytical capability of K-Ar isochron dating on Mars: assessment from mineral compositions of Martian meteorites
by: Hyuga, Hikaru, et al.
Published: (2023)
by: Hyuga, Hikaru, et al.
Published: (2023)
Characterizing the current systems in the Martian ionosphere
by: Gao, Jiawei, et al.
Published: (2024)
by: Gao, Jiawei, et al.
Published: (2024)
Foundation Models for Astrobiology: Paper I -- Workshop and Overview
by: Felton, Ryan, et al.
Published: (2025)
by: Felton, Ryan, et al.
Published: (2025)
SHARAD Illuminates Deeper Martian Subsurface Structures with a Boost from Very Large Rolls of the MRO Spacecraft
by: Putzig, Nathaniel E., et al.
Published: (2025)
by: Putzig, Nathaniel E., et al.
Published: (2025)
A novel ephemeris model for Martian moons incorporating their free rotation
by: Yang, Yongzhang, et al.
Published: (2024)
by: Yang, Yongzhang, et al.
Published: (2024)
Efficient hybrid technique for generating sub-grid haloes in reionization simulations
by: Barsode, Ankur, et al.
Published: (2024)
by: Barsode, Ankur, et al.
Published: (2024)
A systematic study of hot O production and escape from Martian atmosphere in response to enhanced EUV Irradiance from Solar Flares
by: Rathi, Chirag, et al.
Published: (2025)
by: Rathi, Chirag, et al.
Published: (2025)
Stellar Atmospheres
by: Puls, Joachim, et al.
Published: (2024)
by: Puls, Joachim, et al.
Published: (2024)
Differentiable Stellar Atmospheres with Physics-Informed Neural Networks
by: Li, Jiadong, et al.
Published: (2025)
by: Li, Jiadong, et al.
Published: (2025)
Ammonia or methanol would enable subsurface liquid water in the Martian South Pole
by: Egea-González, Isabel, et al.
Published: (2024)
by: Egea-González, Isabel, et al.
Published: (2024)
Advancing Resource Extraction Systems in Martian Volcanic Terrain: Rover Design, Power Consumption and Hazard Analysis
by: Gupta, Divij, et al.
Published: (2025)
by: Gupta, Divij, et al.
Published: (2025)
Condensation Clouds in Substellar Atmospheres with Virga
by: Batalha, Natasha E., et al.
Published: (2025)
by: Batalha, Natasha E., et al.
Published: (2025)
Natural Language-Driven Global Mapping of Martian Landforms
by: Wang, Yiran, et al.
Published: (2026)
by: Wang, Yiran, et al.
Published: (2026)
What do we mean by stellar mass? The impact of the pre-main sequence on the mass to light ratio of young and intermediate age stellar populations
by: Stanway, Elizabeth R., et al.
Published: (2025)
by: Stanway, Elizabeth R., et al.
Published: (2025)
Mining the Kepler Field: Atmospheric Parameters, Bolometric Corrections, and Luminosities
by: Godoy-Rivera, Diego, et al.
Published: (2026)
by: Godoy-Rivera, Diego, et al.
Published: (2026)
Producing High-Resolution Martian Surface Temperature Maps Using VIR-TIR Relationships
by: Frazer, Michael A., et al.
Published: (2026)
by: Frazer, Michael A., et al.
Published: (2026)
Behaviors of Martian CO2-driven dry climate system and conditions for atmospheric collapses
by: Watanabe, Yasuto, et al.
Published: (2024)
by: Watanabe, Yasuto, et al.
Published: (2024)
Atmospheric Retrievals of the Young Giant Planet ROXs 42B b from Low- and High-Resolution Spectroscopy
by: Inglis, Julie, et al.
Published: (2024)
by: Inglis, Julie, et al.
Published: (2024)
Cohesion and Shear Strength of Compacted Lunar and Martian Regolith Simulants
by: Dotson, B., et al.
Published: (2024)
by: Dotson, B., et al.
Published: (2024)
Energy-dependent anisotropy of cosmic-ray muons: A twelve-year study with IceCube Neutrino Observatory
by: Dhakal, Nabin Upadhya, et al.
Published: (2025)
by: Dhakal, Nabin Upadhya, et al.
Published: (2025)
An Empirical Sample of Spectra of M-type Stars with Homogeneous Atmospheric-Parameter Labels
by: Du, Bing, et al.
Published: (2024)
by: Du, Bing, et al.
Published: (2024)
Atmospheric retrievals with petitRADTRANS
by: Nasedkin, Evert, et al.
Published: (2023)
by: Nasedkin, Evert, et al.
Published: (2023)
Dynamics of Y Dwarf Atmospheres
by: Akın, C., et al.
Published: (2026)
by: Akın, C., et al.
Published: (2026)
Exoplanet Atmospheric Escape Observations with the Habitable Worlds Observatory
by: Santos, Leonardo A. Dos, et al.
Published: (2025)
by: Santos, Leonardo A. Dos, et al.
Published: (2025)
Similar Items
-
PDE foundation models are skillful AI weather emulators for the Martian atmosphere
by: Schmude, Johannes, et al.
Published: (2026) -
AI Foundation Model for Heliophysics: Applications, Design, and Implementation
by: Roy, Sujit, et al.
Published: (2024) -
Exploring Metal Additive Manufacturing in Martian Atmospheric Environments
by: Mebruer, Zane, et al.
Published: (2026) -
The Impact of Solar Radiation on the Martian Upper Atmosphere
by: Chakravarty, S. C., et al.
Published: (2022) -
SuryaBench: Benchmark Dataset for Advancing Machine Learning in Heliophysics and Space Weather Prediction
by: Roy, Sujit, et al.
Published: (2025)