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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 -
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 -
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 -
Complementing Drawability Assessment of Deep-Drawn Components With Surrogate-Based Global Sensitivity Analysis2024 ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering article Decision Sciences Probabilistic and Robust Engineering Design
Tobias Lehrer, Arne Kaps, Ingolf Lepenies, Elena Raponi, Marcus M. Wagner, Fabian M. E. Duddeck
5citations -
Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning2022 International Journal of Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Nguyễn An Bình, Leon T. Hauser, Pham Viet Hoa, Giang Thị Phương Thảo, Nguyen Ngoc An, Huynh Song Nhut, +1 more
49citations -
INVESTIGATING THE IMPACT OF DIFFERENT MODELING ALGORITHMS AND THEIR ASSOCIATED UNCERTAINTIES ON VOLUME ESTIMATION (GULLFAKS FIELD, NORTH SEA)2020 International Journal of Engineering Applied Sciences and Technology article Earth and Planetary Sciences Geological Modeling and Analysis Open access
Emmanuel Umeagu, Smart O Osarenogowu, Peter Onyedikachi Ibemesi, Osayamen Julius Imarhiagbe
0citations -
Task space adaptation via the learning of gait controllers of magnetic soft millirobots2021 The International Journal of Robotics Research article Engineering Soft Robotics and Applications Open access cited by 1 patent
Sinan Özgün Demir, Utku Çulha, Alp Can Karacakol, Abdon Pena‐Francesch, Sebastian Trimpe, Metin Sitti
33citations