Publications on Timothy Gebhard /publications/ Recent content in Publications on Timothy Gebhard Hugo en Tue, 01 Apr 2025 00:00:00 +0000 Use the 4S (Signal-Safe Speckle Subtraction): Explainable Machine Learning reveals the Giant Exoplanet AF Lep b in High-Contrast Imaging Data from 2011 /publications/2025/use-the-4s/ Tue, 01 Apr 2025 00:00:00 +0000 /publications/2025/use-the-4s/ Flow matching for atmospheric retrieval of exoplanets: Where reliability meets adaptive noise levels /publications/2025/flow-matching-for-atmospheric-retrieval-of-exoplanets/ Wed, 01 Jan 2025 00:00:00 +0000 /publications/2025/flow-matching-for-atmospheric-retrieval-of-exoplanets/ Parameterizing pressure-temperature profiles of exoplanet atmospheres with neural networks /publications/2023/parameterizing-pressure-temperature-profiles-of-exoplanet-atmospheres-with-neural-networks/ Wed, 20 Dec 2023 00:00:00 +0000 /publications/2023/parameterizing-pressure-temperature-profiles-of-exoplanet-atmospheres-with-neural-networks/ Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling /publications/2023/inferring-atmospheric-properties-of-exoplanets-with-flow-matching-and-neural-importance-sampling/ Wed, 13 Dec 2023 00:00:00 +0000 /publications/2023/inferring-atmospheric-properties-of-exoplanets-with-flow-matching-and-neural-importance-sampling/ CROCODILE: Incorporating medium-resolution spectroscopy of close-in directly imaged exoplanets into atmospheric retrievals via cross-correlation /publications/2023/crocodile-incorporating-medium-resolution-spectroscopy-of-close-in-directly-imaged-exoplanets-into-atmospheric-retrievals-via-cross-correlation/ Wed, 20 Sep 2023 00:00:00 +0000 /publications/2023/crocodile-incorporating-medium-resolution-spectroscopy-of-close-in-directly-imaged-exoplanets-into-atmospheric-retrievals-via-cross-correlation/ Chasing rainbows and ocean glints: Inner working angle constraints for the Habitable Worlds Observatory /publications/2023/chasing-rainbows-and-ocean-glints-inner-working-angle-constraints-for-the-habitable-worlds-observatory/ Thu, 03 Aug 2023 00:00:00 +0000 /publications/2023/chasing-rainbows-and-ocean-glints-inner-working-angle-constraints-for-the-habitable-worlds-observatory/ Comparing Apples with Apples: Robust Detection Limits for Exoplanet High-Contrast Imaging in the Presence of non-Gaussian Noise /publications/2023/comparing-apples-with-apples-robust-detection-limits-for-exoplanet-high-contrast-imaging-in-the-presence-of-non-gaussian-noise/ Wed, 19 Jul 2023 00:00:00 +0000 /publications/2023/comparing-apples-with-apples-robust-detection-limits-for-exoplanet-high-contrast-imaging-in-the-presence-of-non-gaussian-noise/ Atmospheric retrievals of exoplanets using learned parameterizations of pressure-temperature profiles /publications/2022/atmospheric-retrievals-of-exoplanets-using-learned-parameterizations-of-pressure-temperature-profiles/ Sat, 03 Dec 2022 00:00:00 +0000 /publications/2022/atmospheric-retrievals-of-exoplanets-using-learned-parameterizations-of-pressure-temperature-profiles/ Inferring molecular complexity from mass spectrometry data using machine learning /publications/2022/inferring-molecular-complexity-from-mass-spectrometry-data-using-machine-learning/ Sat, 03 Dec 2022 00:00:00 +0000 /publications/2022/inferring-molecular-complexity-from-mass-spectrometry-data-using-machine-learning/ Half-sibling regression meets exoplanet imaging: PSF modeling and subtraction using a flexible, domain knowledge-driven, causal framework /publications/2022/half-sibling-regression-meets-exoplanet-imaging/ Sat, 01 Oct 2022 00:00:00 +0000 /publications/2022/half-sibling-regression-meets-exoplanet-imaging/ Physically constrained causal noise models for high-contrast imaging of exoplanets /publications/2020/physically-constrained-noise-models-for-high-contrast-imaging-of-exoplanets/ Mon, 12 Oct 2020 00:00:00 +0000 /publications/2020/physically-constrained-noise-models-for-high-contrast-imaging-of-exoplanets/ Enhancing Gravitational-Wave Science with Machine Learning /publications/2020/enhancing-gravitational-wave-science-with-machine-learning/ Thu, 07 May 2020 00:00:00 +0000 /publications/2020/enhancing-gravitational-wave-science-with-machine-learning/ Convolutional neural networks: A magic bullet for gravitational-wave detection? /publications/2019/convolutional-neural-networks-a-magic-bullet-for-gravitational-wave-detection/ Thu, 26 Sep 2019 00:00:00 +0000 /publications/2019/convolutional-neural-networks-a-magic-bullet-for-gravitational-wave-detection/ <span style='font-variant: small-caps;'>ConvWave</span>: Searching for Gravitational Waves with Fully Convolutional Neural Nets /publications/2017/convwave-searching-for-gravitational-waves-with-fully-convolutional-neural-nets/ Fri, 01 Dec 2017 00:00:00 +0000 /publications/2017/convwave-searching-for-gravitational-waves-with-fully-convolutional-neural-nets/ Software Quality Control at Belle II /publications/2017/software-quality-control-at-belle-2/ Sun, 01 Oct 2017 00:00:00 +0000 /publications/2017/software-quality-control-at-belle-2/ Sample Size Estimation for Outlier Detection /publications/2015/sample-size-estimation-for-outlier-detection/ Wed, 18 Nov 2015 00:00:00 +0000 /publications/2015/sample-size-estimation-for-outlier-detection/