Search Results - "Garvin, Emily O."

Comparing Apples with Apples: Robust Detection Limits for Exoplanet High-contrast Imaging in the Presence of Non-Gaussian Noise by Bonse, Markus J., Garvin, Emily O., Gebhard, Timothy D., Dannert, Felix A., Cantalloube, Faustine, Cugno, Gabriele, Absil, Olivier, Hayoz, Jean, Milli, Julien, Kasper, Markus, Quanz, Sascha P.

“…Over the past decade, hundreds of nights have been spent on the world’s largest telescopes to search for and directly detect new exoplanets using high-contrast…”
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Use the 4S (Signal-Safe Speckle Subtraction): Explainable Machine Learning reveals the Giant Exoplanet AF Lep b in High-Contrast Imaging Data from 2011 by Bonse, Markus J, Gebhard, Timothy D, Dannert, Felix A, Absil, Olivier, Cantalloube, Faustine, Christiaens, Valentin, Cugno, Gabriele, Garvin, Emily O, Hayoz, Jean, Kasper, Markus, Matthews, Elisabeth, Schölkopf, Bernhard, Quanz, Sascha P

“…The main challenge of exoplanet high-contrast imaging (HCI) is to separate the signal of exoplanets from their host stars, which are many orders of magnitude…”
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Machine learning for exoplanet detection in high-contrast spectroscopy Combining cross correlation maps and deep learning on medium-resolution integral-field spectra by Nath-Ranga, Rakesh, Absil, Olivier, Christiaens, Valentin, Garvin, Emily O

“…A&A 689, A142 (2024) The advent of high-contrast imaging instruments combined with medium-resolution spectrographs allows spectral and temporal dimensions to…”
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Hubble Asteroid Hunter: II. Identifying strong gravitational lenses in HST images with crowdsourcing by Garvin, Emily O, Kruk, Sandor, Cornen, Claude, Bhatawdekar, Rachana, Cañameras, Raoul, Merín, Bruno

“…A&A 667, A141 (2022) The Hubble Space Telescope (HST) archives constitute a rich dataset of high resolution images to mine for strong gravitational lenses…”
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Machine Learning for Exoplanet Detection in High-Contrast Spectroscopy: Revealing Exoplanets by Leveraging Hidden Molecular Signatures in Cross-Correlated Spectra with Convolutional Neural Networks by Garvin, Emily O, Bonse, Markus J, Hayoz, Jean, Cugno, Gabriele, Spiller, Jonas, Patapis, Polychronis A, de la Roche, Dominique Petit Dit, Nath-Ranga, Rakesh, Absil, Olivier, Meinshausen, Nicolai F, Quanz, Sascha P

“…A&A 689, A143 (2024) The new generation of observatories and instruments (VLT/ERIS, JWST, ELT) motivate the development of robust methods to detect and…”
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Comparing Apples with Apples: Robust Detection Limits for Exoplanet High-Contrast Imaging in the Presence of non-Gaussian Noise by Bonse, Markus J, Garvin, Emily O, Gebhard, Timothy D, Dannert, Felix A, Cantalloube, Faustine, Cugno, Gabriele, Absil, Olivier, Hayoz, Jean, Milli, Julien, Kasper, Markus, Quanz, Sascha P

“…Over the past decade, hundreds of nights have been spent on the worlds largest telescopes to search for and directly detect new exoplanets using high-contrast…”
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CROCODILE \\ Incorporating medium-resolution spectroscopy of close-in directly imaged exoplanets into atmospheric retrievals via cross-correlation by Hayoz, Jean, Cugno, Gabriele, Quanz, Sascha P, Patapis, Polychronis, Alei, Eleonora, Bonse, Markus J, Dannert, Felix A, Garvin, Emily O, Gebhard, Timothy D, Konrad, Björn S, Sartori, Lia F

“…A&A 678, A178 (2023) The investigation of the atmospheres of closely separated, directly imaged gas giant exoplanets is challenging due to the presence of…”
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