FFNN–TabNet: An Enhanced Stellar Age Determination Method Based on TabNet

FFNN–TabNet: An Enhanced Stellar Age Determination Method Based on TabNet

The precise ascertainment of stellar ages is pivotal for astrophysical research into stellar characteristics and galactic dynamics. To address the prevalent challenges of suboptimal accuracy in stellar age determination and limited proficiency in apprehending nonlinear dynamics, this study introduce...

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Bibliographic Details
Main Authors: Han Zhang, Yadong Wu, Weihan Zhang, Yuling Zhang
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Applied Sciences
Subjects:
stellar ages
TabNet
Feedforward Neural Network
Bayesian optimization algorithm
Online Access:https://www.mdpi.com/2076-3417/14/3/1203

Internet

https://www.mdpi.com/2076-3417/14/3/1203

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