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May 22, 2024Open Access

Machine learning for exoplanet detection in high-contrast spectroscopy Combining cross correlation maps and deep learning on medium-resolution integral-field spectra

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Authors

RNRakesh Nath-RangaOAOlivier AbsilVCValentin Christiaens

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Nath-Ranga et al. (2024) studied this question.

synapsesocial.com/papers/68e68fc0b6db6435876174cehttps://doi.org/10.48550/arxiv.2405.13468
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Machine learning for exoplanet detection in high-contrast spectroscopy2024 · 2 citations
  2. 2Machine Learning for Exoplanet Detection in High-Contrast Spectroscopy: Revealing Exoplanets by Leveraging Hidden Molecular Signatures in Cross-Correlated Spectra with Convolutional Neural Networks2024 · 2 citations
  3. 3Machine learning for exoplanet detection in high-contrast spectroscopy: Revealing exoplanets by leveraging hidden molecular signatures in cross-correlated spectra with convolutional neural networks2024
  4. 4Enhancing Exoplanet Surveys via Physics-informed Machine Learning2023
  5. 5Analysis of convolutional neural networks and vision transformers in direct imaging for high-contrast exoplanet detection2025