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Joint Parameter and State-Space Modelling of Manufacturing Processes using Gaussian Processes2024 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) conference-paper Computer Science Gaussian Processes and Bayesian Inference
Saksham Kiroriwal, Julius Pfrommer, Hendrik Mende, Robert Heinrich Schmitt, Jürgen Beyerer
1citations -
Exact Inference for Continuous-Time Gaussian Process Dynamics2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access
Katharina Ensinger, Nicholas Tagliapietra, Sebastian Ziesche, Sebastian Trimpe
2citations -
Joint state and dynamics estimation with high-gain observers and Gaussian process models2021 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Control Systems and Identification
Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio
10citations -
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 -
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees10citations
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Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives2022 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access
Nasrulloh Ratu Bagus Satrio Loka, Sriram Karthik Gurumurthy, Bernard S. Amevor, Antonello Monti, Tom Dhaene, Ivo Couckuyt
4citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
5citations -
Heat Exchanger Surrogates for a Vapor Compression System2023 Linköping electronic conference proceedings conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access
Nasrulloh Ratu Bagus Satrio Loka, Nicolás Ablanque Mejía, Santiago Torras, Sriram Karthik Gurumurthy, Antonello Monti, Joaquim Rigola, +3 more
2citations