Automated Discovery of Anomalous Features in Ultra-Large Planetary Remote Sensing Datasets using Variational Autoencoders
Fuente:
arXiv
Saved in:
| Main Authors: | Lesnikowski, Adam, Bickel, Valentin T., Angerhausen, Daniel |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Planetary Radar at the Arecibo Observatory
by: Nolan, Michael C, et al.
Published: (2026)
by: Nolan, Michael C, et al.
Published: (2026)
Photobombing for the Large Interferometer For Exoplanets (LIFE). A new criterion for target confusion and application to a MIR rotating nulling interferometer
by: Cacaj, Drinor, et al.
Published: (2025)
by: Cacaj, Drinor, et al.
Published: (2025)
What if we find nothing? Bayesian analysis of the statistical information of null results in future exoplanet habitability and biosignature surveys
by: Angerhausen, Daniel, et al.
Published: (2025)
by: Angerhausen, Daniel, et al.
Published: (2025)
ORCHARD: A General Planetary Evolution Code
by: Arevalo, Roberto Tejada, et al.
Published: (2026)
by: Arevalo, Roberto Tejada, et al.
Published: (2026)
Transit Timing and Duration Variations for the Discovery and Characterization of Exoplanets in the TESS era
by: Agol, Eric, et al.
Published: (2017)
by: Agol, Eric, et al.
Published: (2017)
Detecting False Positives With Derived Planetary Parameters: Experimenting with the KEPLER Dataset
by: Rafaih, Ayan Bin, et al.
Published: (2025)
by: Rafaih, Ayan Bin, et al.
Published: (2025)
Large Interferometer For Exoplanets (LIFE): XII. The Detectability of Capstone Biosignatures in the Mid-Infrared -- Sniffing Exoplanetary Laughing Gas and Methylated Halogens
by: Angerhausen, Daniel, et al.
Published: (2024)
by: Angerhausen, Daniel, et al.
Published: (2024)
Detecting Secular Perturbations in Kepler Planetary Systems Using Simultaneous Impact Parameter Variation Analysis (SIPVA)
by: Liu, Zhixing, et al.
Published: (2024)
by: Liu, Zhixing, et al.
Published: (2024)
VADER: A Variational Autoencoder to Infer Planetary Masses and Gas-Dust Disk Properties Around Young Stars
by: Mahmud, Sayed Shafaat, et al.
Published: (2025)
by: Mahmud, Sayed Shafaat, et al.
Published: (2025)
Planetary Mass Determinations from a Simplified Photodynamical Model -- Application To The Complete Kepler Dataset
by: Ofir, Aviv, et al.
Published: (2024)
by: Ofir, Aviv, et al.
Published: (2024)
Photothermal Spectroscopy for Planetary Sciences: A Characterization of Planetary Materials in the Mid-IR
by: Cox, Christopher Tyler, et al.
Published: (2024)
by: Cox, Christopher Tyler, et al.
Published: (2024)
Polarimetry in Planetary Sciences and Astronomy
by: Patty, C. H. Lucas, et al.
Published: (2026)
by: Patty, C. H. Lucas, et al.
Published: (2026)
Atacama Large Aperture Submillimeter Telescope (AtLAST) Science: Planetary and Cometary Atmospheres
by: Cordiner, Martin A., et al.
Published: (2024)
by: Cordiner, Martin A., et al.
Published: (2024)
Inferring Planet and Disk Parameters from Protoplanetary Disk Images Using a Variational Autoencoder
by: Mahmud, Sayed Shafaat, et al.
Published: (2025)
by: Mahmud, Sayed Shafaat, et al.
Published: (2025)
Large Interferometer For Exoplanets (LIFE): XIII. The Value of Combining Thermal Emission and Reflected Light for the Characterization of Earth Twins
by: Alei, E., et al.
Published: (2024)
by: Alei, E., et al.
Published: (2024)
Towards a Comprehensive Understanding of Planetary Systems through Population-Level, Large-Scale Surveys
by: Pozuelos, Francisco J., et al.
Published: (2026)
by: Pozuelos, Francisco J., et al.
Published: (2026)
Venus as an Anchor Point for Planetary Habitability
by: Kane, Stephen R., et al.
Published: (2024)
by: Kane, Stephen R., et al.
Published: (2024)
Planetary World Coordinate System in Astropy
by: Marmo, Chiara, et al.
Published: (2025)
by: Marmo, Chiara, et al.
Published: (2025)
Detecting Atmospheric CO2 Trends as Population-Level Signatures for Long-Term Stable Water Oceans and Biotic Activity on Temperate Terrestrial Exoplanets
by: Hansen, Janina, et al.
Published: (2025)
by: Hansen, Janina, et al.
Published: (2025)
The Roman Space Telescope as a Planetary Defense Asset
by: Holler, Bryan J., et al.
Published: (2025)
by: Holler, Bryan J., et al.
Published: (2025)
Planetary Complexity Revealed by the Joint Differential Entropy of Eigencolours
by: Segal, Gary, et al.
Published: (2023)
by: Segal, Gary, et al.
Published: (2023)
The pale blue dot: using the Planetary Spectrum Generator to simulate signals from hyper realistic exo-Earths
by: Kofman, Vincent, et al.
Published: (2024)
by: Kofman, Vincent, et al.
Published: (2024)
Planetary Defense Use of the SPHEREx Solar System Object Catalog
by: Lisse, Carey, et al.
Published: (2024)
by: Lisse, Carey, et al.
Published: (2024)
The Minimum Mass of Planets, Dwarf Planets, and Planetary-scale Satellites
by: Russell, David G.
Published: (2025)
by: Russell, David G.
Published: (2025)
Photothermal Spectroscopy for Planetary Sciences: Mid-IR Absorption Made Easy
by: Cox, Christopher, et al.
Published: (2024)
by: Cox, Christopher, et al.
Published: (2024)
A Mission to Demonstrate Rapid-Response Flyby Reconnaissance for Planetary Defense
by: Chabot, Nancy L., et al.
Published: (2025)
by: Chabot, Nancy L., et al.
Published: (2025)
SPOCK 2.0: Update to the FeatureClassifier in the Stability of Planetary Orbital Configurations Klassifier
by: Thadhani, Elio, et al.
Published: (2025)
by: Thadhani, Elio, et al.
Published: (2025)
3I/ATLAS (C/2025 N1): Direct Spacecraft Exploration of a Possible Relic of Planetary Formation at "Cosmic Noon"
by: Eubanks, T. Marshall, et al.
Published: (2025)
by: Eubanks, T. Marshall, et al.
Published: (2025)
MultIHeaTS: A Fast and Stable Thermal Solver for Multilayered Planetary Surfaces
by: Mergny, Cyril, et al.
Published: (2024)
by: Mergny, Cyril, et al.
Published: (2024)
Planetary radio interferometry and Doppler experiment as an operational component of the Jupiter Icy Moons Explorer mission
by: Pallichadath, Vidhya, et al.
Published: (2024)
by: Pallichadath, Vidhya, et al.
Published: (2024)
Surveying Ultra-hot Jupiters using Phase Curves with $\textit{Twinkle}$
by: Gary, Kaz, et al.
Published: (2025)
by: Gary, Kaz, et al.
Published: (2025)
Open-Source High-Fidelity Orbit Estimation for Planetary Science and Space Situational Awareness Using the Tudat Software
by: Gisolfi, Luigi, et al.
Published: (2025)
by: Gisolfi, Luigi, et al.
Published: (2025)
A General, Differentiable Transit Model for Ellipsoidal Occulters: Derivation, Application, and Forecast of Planetary Oblateness and Obliquity Constraints with JWST
by: Dholakia, Shashank, et al.
Published: (2024)
by: Dholakia, Shashank, et al.
Published: (2024)
High-Pass Filtering and Gaussian Process Regularization: Stellar Activity Characterization Techniques Applied to the 55 Cancri Planetary System
by: Harrell, Justin, et al.
Published: (2025)
by: Harrell, Justin, et al.
Published: (2025)
Hyperspectral Variational Autoencoders for Joint Data Compression and Component Extraction
by: Park, Core Francisco, et al.
Published: (2025)
by: Park, Core Francisco, et al.
Published: (2025)
Diurnal Variations of Lee Wave Clouds on Mars using Emirates eXploration Imager (EXI)
by: Alshamsi, Mariam R., et al.
Published: (2025)
by: Alshamsi, Mariam R., et al.
Published: (2025)
Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise Levels
by: Gebhard, Timothy D., et al.
Published: (2024)
by: Gebhard, Timothy D., et al.
Published: (2024)
heliostack: A Novel Approach to Minor Planet Discovery
by: Napier, Kevin J, et al.
Published: (2026)
by: Napier, Kevin J, et al.
Published: (2026)
The New Horizons Extended Mission Target: Arrokoth Search and Discovery
by: Buie, Marc W., et al.
Published: (2024)
by: Buie, Marc W., et al.
Published: (2024)
An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection -- The AMAT Algorithm
by: Daglayan, Hazan, et al.
Published: (2024)
by: Daglayan, Hazan, et al.
Published: (2024)
Similar Items
-
Planetary Radar at the Arecibo Observatory
by: Nolan, Michael C, et al.
Published: (2026) -
Photobombing for the Large Interferometer For Exoplanets (LIFE). A new criterion for target confusion and application to a MIR rotating nulling interferometer
by: Cacaj, Drinor, et al.
Published: (2025) -
What if we find nothing? Bayesian analysis of the statistical information of null results in future exoplanet habitability and biosignature surveys
by: Angerhausen, Daniel, et al.
Published: (2025) -
ORCHARD: A General Planetary Evolution Code
by: Arevalo, Roberto Tejada, et al.
Published: (2026) -
Transit Timing and Duration Variations for the Discovery and Characterization of Exoplanets in the TESS era
by: Agol, Eric, et al.
Published: (2017)