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- W3163307530 abstract "Type Ia Supernova (SNe Ia) are considered as standard candles in cosmology and thus a key to explore geometry of the Universe. However, recently it is found that there is a possibility of existence of sub-classes with in SNe Ia class. Self Organising maps (SOM) is used to uncover clusters with in a set of SNe Ia as SOM does not requires training examples and clustering can be performed by providing SNe data to the network directly. We have applied SOM on a set of 40 SNe Ia to search for possible clusters within the data set. The analysis is based on the dependence of supernova luminosity on (1) its position within the host galaxy and (2) the morphology of host galaxy. Our analysis indicates the presence of sub-classes with some prominent features." @default.
- W3163307530 created "2021-05-24" @default.
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- W3163307530 date "2021-01-01" @default.
- W3163307530 modified "2023-09-27" @default.
- W3163307530 title "A Search of Diversity in Type Ia Supernova Using Self Organizing Map (SOM)" @default.
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- W3163307530 doi "https://doi.org/10.1007/978-981-33-4087-9_59" @default.
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