Kai Hou Yip
Kai Hou Yip
Postdoctoral Research Fellow, UCL
Verified email at - Homepage
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ARES I: WASP-76 b, A tale of two HST spectra
B Edwards, Q Changeat, R Baeyens, A Tsiaras, A Al-Refaie, J Taylor, ...
The Astronomical Journal 160 (1), 8, 2020
ARES. II. Characterizing the Hot Jupiters WASP-127 b, WASP-79 b, and WASP-62b with the Hubble Space Telescope
N Skaf, MF Bieger, B Edwards, Q Changeat, M Morvan, F Kiefer, D Blain, ...
The Astronomical Journal 160 (3), 109, 2020
Hubble WFC3 spectroscopy of the habitable-zone super-Earth LHS 1140 b
B Edwards, Q Changeat, M Mori, LO Anisman, M Morvan, KH Yip, ...
The Astronomical Journal 161 (1), 44, 2020
ARES.* V. No evidence for molecular absorption in the HST WFC3 spectrum of GJ 1132 b
LV Mugnai, D Modirrousta-Galian, B Edwards, Q Changeat, J Bouwman, ...
The Astronomical Journal 161 (6), 284, 2021
Five key exoplanet questions answered via the analysis of 25 hot-Jupiter atmospheres in eclipse
Q Changeat, B Edwards, AF Al-Refaie, A Tsiaras, JW Skinner, JYK Cho, ...
The Astrophysical Journal Supplement Series 260 (1), 3, 2022
On the Compatibility of Ground-based and Space-based Data: WASP-96 b, an Example
KH Yip, Q Changeat, B Edwards, M Morvan, KL Chubb, A Tsiaras, ...
The Astronomical Journal 161 (1), 4, 2020
ARES. III. Unveiling the two faces of KELT-7 b with HST WFC3
W Pluriel, N Whiteford, B Edwards, Q Changeat, KH Yip, R Baeyens, ...
The Astronomical Journal 160 (3), 112, 2020
ARES IV: Probing the atmospheres of the two warm small planets HD 106315c and HD 3167c with the HST/WFC3 camera
G Guilluy, A Gressier, S Wright, A Santerne, AY Jaziri, B Edwards, ...
The Astronomical Journal 161 (1), 19, 2020
Integrating Light Curve and Atmospheric Modeling of Transiting Exoplanets
KH Yip, A Tsiaras, IP Waldmann, G Tinetti
The Astronomical Journal 160 (4), 171, 2020
Peeking inside the black box: Interpreting deep-learning models for exoplanet atmospheric retrievals
KH Yip, Q Changeat, N Nikolaou, M Morvan, B Edwards, IP Waldmann, ...
The Astronomical Journal 162 (5), 195, 2021
Original Research by Young Twinkle Students (ORBYTS): ephemeris refinement of transiting exoplanets
B Edwards, Q Changeat, KH Yip, A Tsiaras, J Taylor, B Akhtar, J AlDaghir, ...
Monthly Notices of the Royal Astronomical Society 504 (4), 5671-5684, 2021
Exploring the ability of Hubble Space Telescope WFC3 G141 to uncover trends in populations of exoplanet atmospheres through a homogeneous transmission survey of 70 gaseous planets
B Edwards, Q Changeat, A Tsiaras, KH Yip, AF Al-Refaie, L Anisman, ...
The Astrophysical Journal Supplement Series 269 (1), 31, 2023
Lessons learned from the 1st Ariel Machine Learning Challenge: Correcting transiting exoplanet light curves for stellar spots
N Nikolaou, IP Waldmann, A Tsiaras, M Morvan, B Edwards, KH Yip, ...
RAS Techniques and Instruments 2 (1), 695-709, 2023
Pushing the limits of exoplanet discovery via direct imaging with deep learning
KH Yip, N Nikolaou, P Coronica, A Tsiaras, B Edwards, Q Changeat, ...
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
ESA-Ariel Data Challenge NeurIPS 2022: introduction to exo-atmospheric studies and presentation of the Atmospheric Big Challenge (ABC) Database
Q Changeat, KH Yip
RAS Techniques and Instruments 2 (1), 45-61, 2023
Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer
M Morvan, N Nikolaou, KH Yip, I Waldmann
arXiv preprint arXiv:2207.02777, 2022
To Sample or Not to Sample: Retrieving Exoplanetary Spectra with Variational Inference and Normalizing Flows
KH Yip, Q Changeat, A Al-Refaie, IP Waldmann
The Astrophysical Journal 961 (1), 30, 2024
Exploring the Ability of HST WFC3 G141 to Uncover Trends in Populations of Exoplanet Atmospheres Through a Homogeneous Transmission Survey of 70 Gaseous Planets
B Edwards, Q Changeat, A Tsiaras, KH Yip, AF Al-Refaie, L Anisman, ...
arXiv preprint arXiv:2211.00649, 2022
Conservative policy construction using variational autoencoders for logged data with missing values
M Abroshan, KH Yip, C Tekin, M van der Schaar
IEEE Transactions on Neural Networks and Learning Systems, 2022
Is the Atmosphere of the Ultra-hot Jupiter WASP-121 b Variable?
Q Changeat, JW Skinner, JYK Cho, J Nättilä, IP Waldmann, AF Al-Refaie, ...
The Astrophysical Journal Supplement Series 270 (2), 34, 2024
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