Timothy D. Gebhard | DeepAI

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Featured Co-authors

Bernhard Schölkopf
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Sascha P. Quanz
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Markus J. Bonse
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Björn S. Konrad
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Eleonora Alei
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Ian Harry
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research

∙ 09/06/2023

Parameterizing pressure-temperature profiles of exoplanet atmospheres with neural networks

Atmospheric retrievals (AR) of exoplanets typically rely on a combinatio...

0 Timothy D. Gebhard, et al. ∙

research

∙ 04/07/2022

Half-sibling regression meets exoplanet imaging: PSF modeling and subtraction using a flexible, domain knowledge-driven, causal framework

High-contrast imaging of exoplanets hinges on powerful post-processing m...

16 Timothy D. Gebhard, et al. ∙

research

∙ 10/12/2020

Physically constrained causal noise models for high-contrast imaging of exoplanets

The detection of exoplanets in high-contrast imaging (HCI) data hinges o...

0 Timothy D. Gebhard, et al. ∙

research

∙ 04/18/2019

Convolutional neural networks: a magic bullet for gravitational-wave detection?

In the last few years, machine learning techniques, in particular convol...

32 Timothy D. Gebhard, et al. ∙