Copertina

A Novel Optimal Transport-Based Approach for Interpolating Spectral Time Series: Paving the Way for Photometric Classification of Supernovae

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Ramirez, M., Pignata, G., Förster, Francisco, González-Gaitán, Santiago, Gutiérrez, Claudia P., Ayala, B., Cabrera-Vives, Guillermo, Catelan, Márcio, Arancibia, A. M. Muñoz, Pineda-García, J.
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	High Energy Astrophysical Phenomena Instrumentation and Methods for Astrophysics
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Physical Properties of Type II Supernovae Inferred from ZTF and ATLAS Photometric Data
di: Silva-Farfán, Javier, et al.
Pubblicazione: (2024)

Compact and Physically Interpretable Feature Models for Photometric Type Ia Supernova Classification
di: Garg, Anurag
Pubblicazione: (2026)

Image-Based Multi-Survey Classification of Light Curves with a Pre-Trained Vision Transformer
di: Moreno-Cartagena, Daniel, et al.
Pubblicazione: (2025)

ALeRCE light curve classifier: Tidal disruption event expansion pack
di: Pavez-Herrera, M., et al.
Pubblicazione: (2025)

Light-Curve and Spectral Properties of Type II Supernovae from the ATLAS survey
di: Ertini, K., et al.
Pubblicazione: (2026)

Forecasting Supernova Observations with the CSST: I. Photometric Samples
di: Liu, Chengqi, et al.
Pubblicazione: (2024)

Narrow absorption lines from intervening material in supernovae: III. Supernovae and their environments
di: Gutiérrez, Claudia P., et al.
Pubblicazione: (2026)

A Fully Photometric Approach to Type Ia Supernova Cosmology in the LSST Era: Host Galaxy Redshifts and Supernova Classification
di: Mitra, Ayan, et al.
Pubblicazione: (2025)

Beyond the Final Label: Exploiting the Untapped Potential of Classification Histories in Astronomical Light Curve Analysis
di: Zhou, Zhuoyang, et al.
Pubblicazione: (2026)

WFST Supernovae in the First Year: III. Systematical Study of the Photometric Behavior of Early-phase Core-collapse Supernovae
di: Zhao, Junhan, et al.
Pubblicazione: (2026)

Photometric Classification of Stars Around the Milky Way's Central Black Hole: I. Central Parsec
di: Gallego-Cano, E., et al.
Pubblicazione: (2024)

Learning Spectral Templates for Photometric Redshift Estimation from Broadband Photometry
di: Crenshaw, John Franklin, et al.
Pubblicazione: (2020)

An FPCA-Enhanced Ensemble Learning Framework for Photometric Identification of Type Ia Supernovae
di: Reza, Moonzarin, et al.
Pubblicazione: (2025)

A Common Origin of Normal Type Ia Supernovae Suggested by the Photometric Diversity
di: Wu, Weiyu, et al.
Pubblicazione: (2025)

Searching for precursor activity of Type IIn Supernovae
di: Reguitti, A., et al.
Pubblicazione: (2024)

Evaluating Cosmological Biases using Photometric Redshifts for Type Ia Supernova Cosmology with the Dark Energy Survey Supernova Program
di: Chen, R., et al.
Pubblicazione: (2024)

Multiband analysis of the O'Connell effect in 14 eclipsing binaries
di: Cabrera, D. Flores, et al.
Pubblicazione: (2025)

Spectral Dataset of Stripped-Envelope Supernovae from the Tsinghua Supernova Group
di: Xiang, Danfeng, et al.
Pubblicazione: (2026)

Early Light Curve Excess in Type IIb Supernovae Observed by the ATLAS Survey: Qualitative Constraints on Progenitor Systems
di: Ayala, Bastian, et al.
Pubblicazione: (2025)

Spectroscopic Classification of Extragalactic Transients from CRTS
di: Drake, A. J., et al.
Pubblicazione: (2025)

Tuning into spatial frequency space: Satellite and space debris detection in the ZTF alert stream
di: Carvajal, J. P., et al.
Pubblicazione: (2024)

Statistical Analysis of Early Spectra in Type II and IIb Supernovae
di: González-Bañuelos, Maider, et al.
Pubblicazione: (2025)

Astro-MoE: Mixture of Experts for Multiband Astronomical Time Series
di: Cádiz-Leyton, Martina, et al.
Pubblicazione: (2025)

Towards Precision Photometric Type Ia Supernova Cosmology with Machine Learning
di: Qu, Helen
Pubblicazione: (2024)

STag II: Classification of Serendipitous Supernovae Observed by Galaxy Redshift Surveys
di: Davison, W., et al.
Pubblicazione: (2024)

Irregularly Sampled Time Series Interpolation for Detailed Binary Evolution Simulations
di: Srivastava, Philipp M., et al.
Pubblicazione: (2024)

SNID-SAGE: A Modern Framework for Interactive Supernova Classification and Spectral Analysis
di: Stoppa, Fiorenzo, et al.
Pubblicazione: (2026)

Transformer-Based Astronomical Time Series Model with Uncertainty Estimation for Detecting Misclassified Instances
di: Cádiz-Leyton, Martina, et al.
Pubblicazione: (2024)

Imputation of Missing Photometric Data and Photometric Redshift Estimation for CSST
di: Luo, Zhijian, et al.
Pubblicazione: (2024)

The PGPUC horizontal branch evolutionary tracks
di: Valcarce, A. A. R., et al.
Pubblicazione: (2025)

Applying Vision Transformers on Spectral Analysis of Astronomical Objects
di: Moraes, Luis Felipe Strano, et al.
Pubblicazione: (2025)

Photometric and Spectral Evolution of the Symbiotic Nova HM Sagittae since 2003
di: Ikonnikova, N. P., et al.
Pubblicazione: (2026)

A tale of three cataclysmic variables with distinct superhumps
di: Joshi, Arti, et al.
Pubblicazione: (2025)

Cosmological Prediction of the CSST Ultra Deep Field Type Ia Supernova Photometric Survey
di: Wang, Minglin, et al.
Pubblicazione: (2024)

A Large-Scale Search for Photometrically Variable AGNs in Dwarf Galaxies Using the Young Supernova Experiment
di: Messick, Alexander, et al.
Pubblicazione: (2025)

Photometric Calibration & Spectral Validation of the Solar Ultraviolet Imaging Telescope onboard Aditya-L1
di: Sarkar, Janmejoy, et al.
Pubblicazione: (2025)

ATAT: Astronomical Transformer for time series And Tabular data
di: Cabrera-Vives, G., et al.
Pubblicazione: (2024)

XSNAP: An X-ray Supernova Analysis Pipeline with Application to the Type II Supernova 2024ggi
di: Ferdinand, et al.
Pubblicazione: (2025)

Relative evolution of eclipsing binaries: A tool to measure globular cluster ages and He abundances
di: Cristi-Cambiaso, N., et al.
Pubblicazione: (2024)

Modeling the Milky Way wind: Supernova-driven outflows accelerate HI clouds near the Galactic center
di: Afruni, Andrea, et al.
Pubblicazione: (2026)