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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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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
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Quantum multi-output Gaussian Processes based Machine Learning for Line Parameter Estimation in Electrical Grids2024 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access
Priyanka Arkalgud Ganeshamurthy, Kumar Ghosh, Corey O’Meara, G. Cortiana, Jan Schiefelbein-Lach, Antonello Monti
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Quantum-Assisted Multi-Output Gaussian Processes for Line Parameter Estimation in Power Systems2026 RWTH Publications (RWTH Aachen) article Computer Science Gaussian Processes and Bayesian Inference Open access
Priyanka Arkalgud Ganeshamurthy, Kumar Ghosh, Corey O’Meara, G. Cortiana, Jan Schiefelbein-Lach, Antonello Monti, +1 more
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Deterministic global optimization with Gaussian processes embedded2021 Mathematical Programming Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more
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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