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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, Rita Leal Sousa, +1 more
4citations -
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 -
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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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 -
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 -
APPROPRIATE Life Cycle Assessment: A PRO cess-Specific, PR edictive I mpact A ssessmen T Method for Emerging Chemical Processes2023 ACS Sustainable Chemistry & Engineering article Environmental Science Environmental Impact and Sustainability Open access cited by 1 patent
Johanna Kleinekorte, Jonas Kleppich, Lorenz Fleitmann, Verena Beckert, Luise Blodau, André Bardow
56citations -
Unified field theoretical approach to deep and recurrent neuronal networks2022 Journal of Statistical Mechanics Theory and Experiment article Computer Science Gaussian Processes and Bayesian Inference Open access
Kai Segadlo, Bastian Epping, Alexander van Meegen, David Dahmen, Moritz Helias
17citations -
Improved upper limits on the 21 cm signal power spectrum of neutral hydrogen at z ≈ 9.1 from LOFAR2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
Florent Mertens, M. Mevius, Léon V. E. Koopmans, Andre R. Offringa, Garrelt Mellema, Saleem Zaroubi, +20 more
308citations