Computing Transiting Exoplanet Parameters with 1D Convolutional Neural Networks.
Santiago Iglesias ÁlvarezEnrique Díez AlonsoMaría Luisa Sánchez RodríguezJavier Rodríguez RodríguezSaúl Pérez FernándezFrancisco Javier de Cos JuezPublished in: CoRR (2024)
Keyphrases
- convolutional neural networks
- convolutional network
- parameter estimation
- maximum likelihood
- real world
- input parameters
- parameter selection
- parameter values
- design parameters
- artificial intelligence
- clustering algorithm
- database systems
- multiscale
- search algorithm
- input data
- sensitivity analysis
- parameter space
- fine tuning
- machine learning