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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 -
Deterministic global optimization with Gaussian processes embedded2021 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access
Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more
47citations -
Quantum-Assisted Multi-Output Gaussian Processes for Line Parameter Estimation in Power Systems2026 RWTH Publications (RWTH Aachen) article Computer Science Quantum Computing Algorithms and Architecture Open access
Priyanka Arkalgud Ganeshamurthy, Kumar Ghosh, Corey O’Meara, G. Cortiana, Jan Schiefelbein-Lach, Antonello Monti, +1 more
0citations -
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 -
Model predictive control of blood glucose in critically ill patients using Gaussian processes2024 at - Automatisierungstechnik article Medicine Hyperglycemia and glycemic control in critically ill and hospitalized patients
Carl-Friedrich Benner, Nikolai Weber, Steffen K. Leonhardt, Marian Walter
0citations -
Gaussian process emulators for the undrained bearing capacity of spatially random soils using cell-based smoothed finite element method2025 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Analysis Open access
Hoang Nguyen, Xuzhen He, Majidreza Nazem, Xuejian Chen, Haoding Xu
3citations -
A new approach for parameter optimization of parallel mechanisms based on Stackelberg game theory and Gaussian process regression3citations