Maven: A Multimodal Foundation Model for Supernova Science
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Gemma, Helfer, Thomas, Gagliano, Alexander T., Mishra-Sharma, Siddharth, Villar, V. Ashley |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SPLASH: A Rapid Host-Based Supernova Classifier for Wide-Field Time-Domain Surveys
by: Boesky, Adam, et al.
Published: (2025)
by: Boesky, Adam, et al.
Published: (2025)
Mixture-of-Expert Variational Autoencoders for Cross-Modality Embedding of Type Ia Supernova Data
by: Shen, Yunyi, et al.
Published: (2025)
by: Shen, Yunyi, et al.
Published: (2025)
Hierarchical Simulation-Based Inference of Supernova Power Sources and their Physical Properties
by: Vidal, Edgar P., et al.
Published: (2025)
by: Vidal, Edgar P., et al.
Published: (2025)
High-dimensional inference for the $γ$-ray sky with differentiable programming
by: Mishra-Sharma, Siddharth, et al.
Published: (2026)
by: Mishra-Sharma, Siddharth, et al.
Published: (2026)
Optimizing Supernova Classification with Interpretable Machine Learning Models
by: Garg, Anurag
Published: (2025)
by: Garg, Anurag
Published: (2025)
Probing the Diversity of Type Ia Supernova Light Curves in the Open Supernova Catalog
by: Bi, Chang, et al.
Published: (2024)
by: Bi, Chang, et al.
Published: (2024)
A Poisson Process AutoDecoder for X-ray Sources
by: Song, Yanke, et al.
Published: (2025)
by: Song, Yanke, et al.
Published: (2025)
Inferring the Morphology of the Galactic Center Excess with Gaussian Processes
by: Ramirez, Edward D., et al.
Published: (2024)
by: Ramirez, Edward D., et al.
Published: (2024)
Compact and Physically Interpretable Feature Models for Photometric Type Ia Supernova Classification
by: Garg, Anurag
Published: (2026)
by: Garg, Anurag
Published: (2026)
Forecasting Supernova Observations with the CSST: I. Photometric Samples
by: Liu, Chengqi, et al.
Published: (2024)
by: Liu, Chengqi, et al.
Published: (2024)
Supernova spotting in Super-Kamiokande Gd
by: Kneale, L.
Published: (2024)
by: Kneale, L.
Published: (2024)
Uncovering the Next Galactic Supernova with the Vera C. Rubin Observatory
by: Banovetz, John, et al.
Published: (2026)
by: Banovetz, John, et al.
Published: (2026)
Multipole Analysis and Application to Supernova Remnant X-ray Images
by: Leahy, Denis A., et al.
Published: (2025)
by: Leahy, Denis A., et al.
Published: (2025)
shock_cooling_curve: A Python-Based Package for Extensive and Efficient Modeling of Shock Cooling Emission in Supernovae
by: Venkatraman, Padmavathi, et al.
Published: (2023)
by: Venkatraman, Padmavathi, et al.
Published: (2023)
The Open mulTiwavelength Transient Event Repository (OTTER): Infrastructure Release and Tidal Disruption Event Catalog
by: Franz, Noah, et al.
Published: (2025)
by: Franz, Noah, et al.
Published: (2025)
An FPCA-Enhanced Ensemble Learning Framework for Photometric Identification of Type Ia Supernovae
by: Reza, Moonzarin, et al.
Published: (2025)
by: Reza, Moonzarin, et al.
Published: (2025)
Commensal Transient Searches with MeerKAT in Gamma-Ray Burst and Supernova Fields
by: Chastain, S. I., et al.
Published: (2024)
by: Chastain, S. I., et al.
Published: (2024)
Physical Properties of Type II Supernovae Inferred from ZTF and ATLAS Photometric Data
by: Silva-Farfán, Javier, et al.
Published: (2024)
by: Silva-Farfán, Javier, et al.
Published: (2024)
The SNEWS 2.0 Alert Software for the Coincident Detection of Neutrinos from Core-Collapse Supernovae
by: Kara, M., et al.
Published: (2024)
by: Kara, M., et al.
Published: (2024)
XSNAP: An X-ray Supernova Analysis Pipeline with Application to the Type II Supernova 2024ggi
by: Ferdinand, et al.
Published: (2025)
by: Ferdinand, et al.
Published: (2025)
SVOM Science User Support Services at Chinese Science Center
by: Han, Xu-hui, et al.
Published: (2026)
by: Han, Xu-hui, et al.
Published: (2026)
A Novel Optimal Transport-Based Approach for Interpolating Spectral Time Series: Paving the Way for Photometric Classification of Supernovae
by: Ramirez, M., et al.
Published: (2024)
by: Ramirez, M., et al.
Published: (2024)
Science with the Daksha High Energy Transients Mission
by: Bhalerao, Varun, et al.
Published: (2022)
by: Bhalerao, Varun, et al.
Published: (2022)
Infant Core-collapse Supernovae with Circumstellar Interactions from KMTNet I: Luminous Transitional Case of KSP-SN-2022c
by: Jiang, Nan, et al.
Published: (2025)
by: Jiang, Nan, et al.
Published: (2025)
Deep Synoptic Array Science: Searching for Long Duration Radio Transients with the DSA-110
by: Sherman, Myles B., et al.
Published: (2025)
by: Sherman, Myles B., et al.
Published: (2025)
Quantifying Symmetry: Transformation Information for Planetary Nebulae and Supernova Remnants
by: Shishkin, Dmitry, et al.
Published: (2026)
by: Shishkin, Dmitry, et al.
Published: (2026)
EUSO-SPB1 Mission and Science
by: EUSO Collaboration, et al.
Published: (2024)
by: EUSO Collaboration, et al.
Published: (2024)
Pulsar Science with the SKA Observatory
by: Joshi, Bhal Chandra, et al.
Published: (2025)
by: Joshi, Bhal Chandra, et al.
Published: (2025)
SVOM Science User Support at FSC
by: Claret, A., et al.
Published: (2026)
by: Claret, A., et al.
Published: (2026)
Blast: a Web Application for Characterizing the Host Galaxies of Astrophysical Transients
by: Jones, D. O., et al.
Published: (2024)
by: Jones, D. O., et al.
Published: (2024)
The new architecture design of the Science Alert Generation pipeline of the Cherenkov Telescope Array Observatory
by: ACADA Collaboration, et al.
Published: (2025)
by: ACADA Collaboration, et al.
Published: (2025)
SVOM/VT: Instrument Overview, Science Objectives, and First-Year Performance
by: Qiu, Yu-Lei, et al.
Published: (2026)
by: Qiu, Yu-Lei, et al.
Published: (2026)
Science with a large field-of-view polarization survey: The Large Array Survey Telescope Polarization Node (LAST-P)
by: Martins, V. Barbosa, et al.
Published: (2026)
by: Martins, V. Barbosa, et al.
Published: (2026)
Science Prospects for the Southern Wide-field Gamma-ray Observatory: SWGO
by: SWGO Collaboration, et al.
Published: (2025)
by: SWGO Collaboration, et al.
Published: (2025)
Anomaly Detection and Approximate Similarity Searches of Transients in Real-time Data Streams
by: Aleo, P. D., et al.
Published: (2024)
by: Aleo, P. D., et al.
Published: (2024)
ORACLE: A Real-Time, Hierarchical, Deep-Learning Photometric Classifier for the LSST
by: Shah, Ved G., et al.
Published: (2025)
by: Shah, Ved G., et al.
Published: (2025)
Gardening on the Moon: An Advection-Diffusion Model to Guide the Search for Supernova Debris in the Lunar Regolith
by: Costello, Emily S., et al.
Published: (2026)
by: Costello, Emily S., et al.
Published: (2026)
Addressing Selected Gamma-Ray Burst Science Topics with Future Space Instruments
by: De Angelis, Nicolas
Published: (2025)
by: De Angelis, Nicolas
Published: (2025)
Time-Domain And MultiMessenger Astrophysics Communications Science Analysis Group Report
by: Kennea, Jamie A., et al.
Published: (2024)
by: Kennea, Jamie A., et al.
Published: (2024)
Software Suite for Modeling Cherenkov Images of Extensive Air Showers in the SPHERE-3 Detector
by: Ivanov, V. A., et al.
Published: (2024)
by: Ivanov, V. A., et al.
Published: (2024)
Similar Items
-
SPLASH: A Rapid Host-Based Supernova Classifier for Wide-Field Time-Domain Surveys
by: Boesky, Adam, et al.
Published: (2025) -
Mixture-of-Expert Variational Autoencoders for Cross-Modality Embedding of Type Ia Supernova Data
by: Shen, Yunyi, et al.
Published: (2025) -
Hierarchical Simulation-Based Inference of Supernova Power Sources and their Physical Properties
by: Vidal, Edgar P., et al.
Published: (2025) -
High-dimensional inference for the $γ$-ray sky with differentiable programming
by: Mishra-Sharma, Siddharth, et al.
Published: (2026) -
Optimizing Supernova Classification with Interpretable Machine Learning Models
by: Garg, Anurag
Published: (2025)