Papers matching “Gaussian process regression” 122
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Scalable Gaussian Process Regression via Deterministic Trigonometric Features: Uniform Bounds for Safe Model Predictive Control2026 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access
Julius Jagdt, Johanna Menn, Sebastian Trimpe, Melanie N. Zeilinger, Anna Scampicchio
0citations -
A new approach for parameter optimization of parallel mechanisms based on Stackelberg game theory and Gaussian process regression3citations
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Identification of the Tidal Volume Response to Pulse Amplitudes of Phrenic Nerve Stimulation Using Gaussian Process Regression2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Medicine Respiratory Support and Mechanisms
Arnhold Lohse, Philip von Platen, Carl-Friedrich Benner, Steffen K. Leonhardt, Marian Walter, Matthias Manfred Deininger, +3 more
7citations -
Parallel Reinforcement Learning and Gaussian Process Regression for Improved Physics-Based Nasal Surgery Planning2025 Lecture notes in computer science conference-paper Medicine Nasal Surgery and Airway Studies Open access
Mario Rüttgers, Fabian Hübenthal, Makoto Tsubokura, Andreas Lintermann
1citations -
A Hybrid CART-Gaussian Process Framework for Day-Ahead Electricity Load Forecasting with Uncertainty Quantification2025 International Conference on Power and Renewable Energy Engineering (PREE) conference-paper Engineering Energy Load and Power Forecasting
Ei Thu Thu Tun, Chawalit Jeenanunta, Pyae Pyae Phyo, Kamal Chapagain
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 -
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