Core collaApse Supernovae parameTers estimatOR a novel software for data analysis

In this poster we presented the novel open-access software for core collapse supernovae optical analysis: CASTOR. This software enables the reconstruction of synthetic light curves and spectra via a machine learning technique that allows to retrieve the complete parameter map of a supernova having as only input the multi-band photometry data. This approach is particularly significant in view of the Large Synoptic Survey Telescope (LSST), which will create a deficiency in spectroscopic data necessary to confirm the nature and fully characterize each event.

Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2025-03-06
DOI
https://doi.org/10.1051/epjconf/202531913002/pdf
Primary Topic
Gamma-ray bursts and supernovae
Type
article
Field-Weighted Citation Impact
0.00
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article

Core collaApse Supernovae parameTers estimatOR a novel software for data analysis

Springer Link (Chiba Institute of Technology)
Gamma-ray bursts and supernovae
article

Core collaApse Supernovae parameTers estimatOR a novel software for data analysis

article en

Abstract

In this poster we presented the novel open-access software for core collapse supernovae optical analysis: CASTOR. This software enables the reconstruction of synthetic light curves and spectra via a machine learning technique that allows to retrieve the complete parameter map of a supernova having as only input the multi-band photometry data. This approach is particularly significant in view of the Large Synoptic Survey Telescope (LSST), which will create a deficiency in spectroscopic data necessary to confirm the nature and fully characterize each event.

Springer Link (Chiba Institute of Technology)
Openalex Percentile: Top 37%
Gamma-ray bursts and supernovae
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Core collaApse Supernovae parameTers estimatOR a novel software for data analysis · Springer Link (Chiba Institute of Technology) (2025) | TGRS Research Map | TGRS