Causal Foundation Models: Disentangling Physics from Instrument Properties
Fuente:
arXiv
Saved in:
| Main Authors: | Audenaert, Jeroen, Muthukrishna, Daniel, Gregory, Paul F., Hogg, David W., Villar, V. Ashley |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Simulation-Based Pretraining and Domain Adaptation for Astronomical Time Series with Minimal Labeled Data
by: Gupta, Rithwik, et al.
Published: (2025)
by: Gupta, Rithwik, et al.
Published: (2025)
From stellar light to astrophysical insight: automating variable star research with machine learning
by: Audenaert, Jeroen
Published: (2025)
by: Audenaert, Jeroen
Published: (2025)
ASTRAFier: A Novel and Scalable Transformer-based Stellar Variability Classifier
by: Gregory, Paul F. X., et al.
Published: (2026)
by: Gregory, Paul F. X., et al.
Published: (2026)
QLP Data Release Notes 004: TESS-Gaia Light Curve Photometry Implementation
by: Petitpas, Glen, et al.
Published: (2026)
by: Petitpas, Glen, et al.
Published: (2026)
ABC-SN: Attention Based Classifier for Supernova Spectra
by: Fortino, Willow Fox, et al.
Published: (2025)
by: Fortino, Willow Fox, et al.
Published: (2025)
Instrument-To-Instrument translation: Instrumental advances drive restoration of solar observation series via deep learning
by: Jarolim, Robert, et al.
Published: (2024)
by: Jarolim, Robert, et al.
Published: (2024)
A Data-Driven Search For Mid-Infrared Excesses Among Five Million Main-Sequence FGK Stars
by: Contardo, Gabriella, et al.
Published: (2024)
by: Contardo, Gabriella, et al.
Published: (2024)
Sunrise III: Overview of Observatory and Instruments
by: Korpi-Lagg, Andreas, et al.
Published: (2025)
by: Korpi-Lagg, Andreas, et al.
Published: (2025)
A constrained linear model for continuum normalization of stellar spectra
by: Casey, Andrew R., et al.
Published: (2026)
by: Casey, Andrew R., et al.
Published: (2026)
The Sunrise Ultraviolet Spectropolarimeter and Imager: Instrument description
by: Feller, A., et al.
Published: (2025)
by: Feller, A., et al.
Published: (2025)
Gemini High-resolution Optical SpecTrograph (GHOST) at Gemini-South: Instrument performance and integration, first science, and next steps
by: Kalari, V. M., et al.
Published: (2024)
by: Kalari, V. M., et al.
Published: (2024)
Finetuning Stellar Spectra Foundation Models with LoRA
by: Zhao, Xiaosheng, et al.
Published: (2025)
by: Zhao, Xiaosheng, et al.
Published: (2025)
Autonomous Disentangling for Spectroscopic Surveys
by: Seeburger, Rhys, et al.
Published: (2024)
by: Seeburger, Rhys, et al.
Published: (2024)
Improving Radial Velocities by Marginalizing over Stars and Sky: Achieving 30 m/s RV Precision for APOGEE in the Plate Era
by: Saydjari, Andrew K., et al.
Published: (2024)
by: Saydjari, Andrew K., et al.
Published: (2024)
Learning What's Real: Disentangling Signal and Measurement Artifacts in Multi-Sensor Data, with Applications to Astrophysics
by: Mercader-Perez, Pablo, et al.
Published: (2026)
by: Mercader-Perez, Pablo, et al.
Published: (2026)
A Compact, Coherent Representation of Stellar Surface Variation in the Spectral Domain
by: Zhao, Lily L., et al.
Published: (2024)
by: Zhao, Lily L., et al.
Published: (2024)
The Backup Program of the Dark Energy Spectroscopic Instrument's Milky Way Survey
by: Dey, Arjun, et al.
Published: (2025)
by: Dey, Arjun, et al.
Published: (2025)
Virtual EVE: a Deep Learning Model for Solar Irradiance Prediction
by: Indaco, Manuel, et al.
Published: (2024)
by: Indaco, Manuel, et al.
Published: (2024)
SpectraFM: Tuning into Stellar Foundation Models
by: Koblischke, Nolan, et al.
Published: (2024)
by: Koblischke, Nolan, et al.
Published: (2024)
JW-VL: A Vision-Language Model for Solar Physics
by: Shao, Mingfu, et al.
Published: (2026)
by: Shao, Mingfu, et al.
Published: (2026)
Surya: Foundation Model for Heliophysics
by: Roy, Sujit, et al.
Published: (2025)
by: Roy, Sujit, et al.
Published: (2025)
Spectro Capture: A Software System for Automated Small-Observatory Spectroscopy
by: Luckas, Paul
Published: (2026)
by: Luckas, Paul
Published: (2026)
Characterizing the Low-Mass Pre-Main-Sequence Population in the Low-Metallicity Star-Forming Region Dolidze 25 Using VLT-MUSE
by: Ashraf, Mizna, et al.
Published: (2025)
by: Ashraf, Mizna, et al.
Published: (2025)
Deriving Stellar Properties, Distances, and Reddenings using Photometry and Astrometry with BRUTUS
by: Speagle, Joshua S., et al.
Published: (2025)
by: Speagle, Joshua S., et al.
Published: (2025)
Phase-resolved spectroscopic observations of the magnetic cataclysmic binary EF Eridani: Revealing complex magnetic accretion during a high state
by: Khangale, Zwidofhela N., et al.
Published: (2025)
by: Khangale, Zwidofhela N., et al.
Published: (2025)
A Point-Spread Function for the Extreme Ultraviolet High-Resolution Imager on board Solar Orbiter
by: Hofmeister, Stefan J., et al.
Published: (2026)
by: Hofmeister, Stefan J., et al.
Published: (2026)
The Polstar UV Spectropolarimetry Mission
by: Ignace, Richard, et al.
Published: (2024)
by: Ignace, Richard, et al.
Published: (2024)
Phlegethon: a fully compressible magnetohydrodynamic code for simulations in stellar astrophysics
by: Leidi, G., et al.
Published: (2026)
by: Leidi, G., et al.
Published: (2026)
The Properties of Non-Potential Magnetic Field Parameters in a Super-Active Region with Complex Structures and Strong Solar Flares
by: Suo, Liu, et al.
Published: (2025)
by: Suo, Liu, et al.
Published: (2025)
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
by: The Multimodal Universe Collaboration, et al.
Published: (2024)
by: The Multimodal Universe Collaboration, et al.
Published: (2024)
NASA Innovative Advanced Concepts Phase I Final Report -- A Lunar Long-Baseline UV/Optical Imaging Interferometer: Artemis-enabled Stellar Imager (AeSI)
by: Carpenter, Kenneth G., et al.
Published: (2025)
by: Carpenter, Kenneth G., et al.
Published: (2025)
A new framework of multidimensional pulsating stellar envelopes I.: Properties of turbulent convection in static RR Lyrae envelope models with SPHERLS
by: Kovács, Gábor B., et al.
Published: (2025)
by: Kovács, Gábor B., et al.
Published: (2025)
Physics Of Eclipsing Binaries. IX. Spectroscopic module
by: Brož, Miroslav, et al.
Published: (2025)
by: Brož, Miroslav, et al.
Published: (2025)
Improving Binary Millisecond Pulsar Distances with Gaia
by: Mingarelli, Chiara M. F., et al.
Published: (2018)
by: Mingarelli, Chiara M. F., et al.
Published: (2018)
Epsilon Sagittarii: An Extreme Rapid Rotator with a Decretion Disk
by: Bailey, Jeremy, et al.
Published: (2024)
by: Bailey, Jeremy, et al.
Published: (2024)
Characterization of telecentric dual-etalon Fabry-Pérot systems from observational data. Properties of the CRISP2 instrument at the Swedish 1-m Solar Telescope
by: Rodríguez, J. de la Cruz, et al.
Published: (2025)
by: Rodríguez, J. de la Cruz, et al.
Published: (2025)
On the detectability and parameterisation of binary stars through spectral energy distributions
by: Jadhav, Vikrant V.
Published: (2024)
by: Jadhav, Vikrant V.
Published: (2024)
Modeling Polarized Radio Sounding Observations of a Coronal Mass Ejection
by: Jensen, Elizabeth A., et al.
Published: (2022)
by: Jensen, Elizabeth A., et al.
Published: (2022)
Unveiling the Milky Way dust extinction curve in 3D
by: Zhang, Xiangyu, et al.
Published: (2024)
by: Zhang, Xiangyu, et al.
Published: (2024)
MeerKAT observations of Procyon at 815.5 MHz
by: Heywood, Ian, et al.
Published: (2024)
by: Heywood, Ian, et al.
Published: (2024)
Similar Items
-
Simulation-Based Pretraining and Domain Adaptation for Astronomical Time Series with Minimal Labeled Data
by: Gupta, Rithwik, et al.
Published: (2025) -
From stellar light to astrophysical insight: automating variable star research with machine learning
by: Audenaert, Jeroen
Published: (2025) -
ASTRAFier: A Novel and Scalable Transformer-based Stellar Variability Classifier
by: Gregory, Paul F. X., et al.
Published: (2026) -
QLP Data Release Notes 004: TESS-Gaia Light Curve Photometry Implementation
by: Petitpas, Glen, et al.
Published: (2026) -
ABC-SN: Attention Based Classifier for Supernova Spectra
by: Fortino, Willow Fox, et al.
Published: (2025)