*Search Results* - Gaussian processes for machine learning

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Tailored Architectures for Time Series Forecasting: Evaluating Deep Learning Models on Gaussian Process-Generated Data
Hankemeier, Victoria ; Schilling, Malte
2025 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2025 International Joint Conference on. :1-10 Jun, 2025

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Machine Learning-Driven Prediction of Ship Maneuvering Dynamics Using Gaussian Process Regression
Mhatre, Ashwini G. ; Gunjan, Reena ; Sharma, Archeesha Kumar ; et al.
2025 9th International Conference on Computing, Communication, Control and Automation (ICCCBEA) Computing, Communication, Control and Automation (ICCCBEA), 2025 9th International Conference on. :1-7 Aug, 2025

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Machine Learning-Based Prediction of S11 for a 5G Antenna Using Gaussian Process Regression
Aghoutane, Bilal ; Bezzout, Hamid ; Hiddar, Houda ; et al.
2025 17th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Electronics, Computers and Artificial Intelligence (ECAI), 2025 17th International Conference on. :1-5 Jun, 2025

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Machine learning-enabled prediction of nonequilibrium reaction dynamics: A mixed Gaussian process regression–neural network framework for O + O2 state-to-state dissociation kinetics.
Yun, Shasha ; Yang, Jiawei ; Li, Jun
Journal of Chemical Physics. 11/7/2025, Vol. 163 Issue 17, p1-16. 16p.

MACHINE learning GAUSSIAN processes NON-equilibrium reaction... AERODYNAMICS CHEMICAL kinetics

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Grey-Fuzzy Enhanced Gaussian Process Regression for Concrete Strength Prediction and Reliability Assessment
Lawal, Ahmad ; Daneshvar, Bahareh ; Bilbis, Asmau Lawal ; et al.
2025 IEEE 17th International Conference on Computational Intelligence and Communication Networks (CICN) Computational Intelligence and Communication Networks (CICN), 2025 IEEE 17th International Conference on. :2208-2212 Dec, 2025

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Kalman-Enhanced Dynamic Spatiotemporal Gaussian Process Regression for Real-Time Wind Turbine Power Estimation
Salari, Azam ; Zeinali, Mahdi
2025 15th Smart Grid Conference (SGC) Smart Grid Conference (SGC), 2025 15th. :1-4 Dec, 2025

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Spatial Modeling with Automated Machine Learning and Gaussian Process Regression Techniques for Imputing Wafer Acceptance Test Data
Wei, Ming-Chun ; Shen, Chun-Wei ; Hsieh, Hsun-Ping
2025 Design, Automation & Test in Europe Conference (DATE) Design, Automation & Test in Europe Conference (DATE), 2025. :1-7 Mar, 2025

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Gaussian Process-Based Nonlinear Moving Horizon Estimation
Wolff, T.M. ; Lopez, V.G. ; Muller, M.A.
IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 70(12):7875-7890 Dec, 2025

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A Novel Gaussian Process Approach for Prediction of University Academic Evaluation
Yu, D. ; Pan, Y. ; Zhou, X. ; et al.
IEEE Transactions on Computational Social Systems IEEE Trans. Comput. Soc. Syst. Computational Social Systems, IEEE Transactions on. 12(6):4294-4307 Dec, 2025

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Episodic Gaussian Process-Based Learning Control With Vanishing Tracking Errors
Lederer, A. ; Umlauft, J. ; Hirche, S.
IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 71(2):962-977 Feb, 2026

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Physics-Constrained Gaussian Process Regression With Mag-Potential Kernel for Aeromagnetic Gradient Tensor Interpolation
Huang, A. ; Li, H. ; Miao, H. ; et al.
IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 64:1-17 2026

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A Digital Twin Framework With Deep Feature Extraction and Gaussian Process for Multi-Objective Optimization in Semiconductor Manufacturing
Lin, C. ; Tseng, T. ; Tsai, T.
IEEE Transactions on Automation Science and Engineering IEEE Trans. Automat. Sci. Eng. Automation Science and Engineering, IEEE Transactions on. 23:1928-1949 2026

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GDM-Net++: Multi-robot 2D and 3D Gas Distribution Mapping Via Deep Q-Learning and Gaussian Process Regression
Kulbaka, Iliya ; Dutta, Ayan ; Kreidl, O. Patrick ; et al.
2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Intelligent Robots and Systems (IROS), 2025 IEEE/RSJ International Conference on. :18103-18109 Oct, 2025

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Torque-Speed Characteristic Estimation Based on Gaussian Processes and Adaptive Sampling Strategy for Permanent Magnet Synchronous Machines
Silva, Marcelo D. ; Asef, Pedram ; Badewa, Oluwaseun A. ; et al.
2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE) Energy Conversion Conference Congress and Exposition (ECCE), 2025 IEEE. :1-6 Oct, 2025

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Global Indicator-Based Macroeconomic Forecasting Using Bayesian Gaussian Processes
Oswal, Nidhi ; M., Aruna ; Ateeq, Karamath
2025 11th International Conference on Optimization and Applications (ICOA) Optimization and Applications (ICOA), 2025 11th International Conference on. :1-5 Oct, 2025

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