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Bayesian galactic cartography via Gaussian processes: dark matter and interstellar gas : towards a new era of data-driven high-dimensional modelling in astrophysics0citations
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frankenstein: protoplanetary disc brightness profile reconstruction at sub-beam resolution with a rapid Gaussian process2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Jeff Jennings, Richard A Booth, Marco Tazzari, Giovanni P. Rosotti, Cathie J. Clarke
92citations -
Searching for Quasi-periodic Oscillations in Astrophysical Transients Using Gaussian Processes2022 The Astrophysical Journal article Physics and Astronomy Gamma-ray bursts and supernovae Open access
M. T. Hübner, Daniela Huppenkothen, P. D. Lasky, Andrew R. Inglis, Christopher Ick, David W. Hogg
21citations -
The PAU Survey: narrow-band photometric redshifts using Gaussian processes2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
John Y. H. Soo, Benjamin Joachimi, Martin Eriksen, M. Siudek, Alex Alarcon, Laura Cabayol, +13 more
23citations -
Characterizing Sparse Asteroid Light Curves with Gaussian Processes2021 arXiv (Cornell University) preprint Physics and Astronomy Astro and Planetary Science Open access
Christina W. Lindberg, Daniela Huppenkothen, R. Lynne Jones, Bryce Bolin, Mario Jurić, Vahid Zachary Golkhou, +8 more
0citations -
Efficient Generation of Torsional Energy Profiles by Multifidelity Gaussian Processes for Hindered Rotor Corrections2024 Journal of Chemical Theory and Computation article Physics and Astronomy Advanced Chemical Physics Studies
Maximilian Fleck, Wassja A. Kopp, Narasimhan Viswanathan, Niels Hansen, Joachim Groß, Kai O. Leonhard
5citations -
Identifying Physical Structures in Our Galaxy with Gaussian Mixture Models: An Unsupervised Machine Learning Technique2023 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
M. Tiwari, Rens Kievit, S. Kabanovic, Lars Bonne, Fabrizio Falasca, C. Guevara, +11 more
3citations -
Identifying physical structures in our Galaxy with Gaussian Mixture Models: An unsupervised machine learning technique2023 arXiv (Cornell University) preprint Physics and Astronomy Astrophysics and Star Formation Studies Open access
M. Tiwari, Rogier Kievit, S. Kabanovic, Lars Bonne, Fabrizio Falasca, C. Guevara, +11 more
0citations -
A probabilistic approach to direction-dependent ionospheric calibration2020 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Radio Astronomy Observations and Technology
Joshua G. Albert, Martijn S. S. L. Oei, Reinout J. van Weeren, Huib T. Intema, Huub J. A. Röttgering
9citations -
Euclid: Galaxy SED reconstruction in the PHZ processing function: impact on the PSF and the role of medium-band filters2026 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Euclid Collaboration, F. Tarsitano, C. Schreiber, Hironao Miyatake, A. J. Nishizawa, W.G Hartley, +93 more
0citations -
Diagnosing the Fe line complex of the intracluster medium by XRISM high-resolution spectroscopy2026 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
K. Fukushima, L. Hirata, N.Y. Yamasaki, P. Chakraborty, S. Dupourqué, Y. Fujita, +14 more
0citations