Search Results - "Gaussian processes"

Data-Driven Probabilistic Forecasting of Voltage Quality in Distribution Transformers Using Gaussian Processes.

Authors: Mondragón-García, Efraín Jesús, Ángel Marroquín de García-García, Raúl et al.

Source: Energies (19961073). May2026, Vol. 19 Issue 9, p2133. 37p.

Subject Terms: *Gaussian processes, *Forecasting, *Time series analysis, *Prediction models, *Power supply quality, *Power transformers, *Covariance matrices, *Uncertainty (Information theory)

A Hybrid Linear–Gaussian Process Framework with Adaptive Covariance Selection for Spatio-Temporal Wind Speed Forecasting.

Authors: Tshisikhawe, Thinawanga Hangwani Sigauke, Caston Darikwa, Timotheous Brian et al.

Source: Forecasting. Jun2026, Vol. 8 Issue 3, p36. 37p.

Improved Estimation of Leaf Nitrogen Content in Ginkgo Saplings and Trees Using Deep Gaussian Processes Models with Feature Selection Strategies.

Authors: Zhu, Xingzhou Liu, Jingyuan Pan, Jinru et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 12, p1935. 24p.

Subjects: Ginkgo, Gaussian processes, Regression analysis, Hyperspectral imaging systems, Feature selection, Nitrogen content of plants, Wavelength measurement

Innovative Machine Learning Techniques for Sustainable Compressive Strength Estimation of Ultrahigh‐Performance Concrete.

Authors: Diao, Guangcheng Baghban, Alireza Binwal, Shikha

Source: Advances in Civil Engineering. 6/29/2026, Vol. 2026, p1-10. 10p.

Subjects: Gaussian processes, Compressive strength, Kernel functions, Sensitivity analysis, Machine learning, Outlier detection, High strength concrete

Extrapolating exclusive charmonium photoproduction to the forward regime using Gaussian process.

Authors: Wang, Xue Cao, Xu Lu, Yu et al.

Source: European Physical Journal C -- Particles & Fields. May2026, Vol. 86 Issue 5, p1-11. 11p.

Subjects: Gaussian processes, Differential cross sections, Particles (Nuclear physics), Momentum transfer

ANN and GPR Modeling of Multipollutant Removal in Rotating Biological Contactor.

Authors: Alkhattabi, Loai Waqas, Sharjeel Imran, Muhammad et al.

Source: Journal of Engineering (2314-4912). 5/22/2026, Vol. 2026, p1-18. 18p.

Subjects: Artificial neural networks, Gaussian processes, Wastewater treatment, Machine learning, Chemical oxygen demand, Organic compounds removal (Sewage purification)

Time estimation of construction projects based on engineering economics and machine learning.

Authors: Yalçın, Gamze Bayram, Savaş Çıtakoğlu, Hatice

Source: Canadian Journal of Civil Engineering; 7/15/2026, Vol. 53, p1-22, 22p

Sparse Simulation of Autoregressive Gaussian Processes.

Authors: Krivec, Tadej Kocijan, Juš

Source: Mathematics (2227-7390). Jun2026, Vol. 14 Issue 12, p2111. 34p.

Multivariate and Multidimensional Quality Gain-Loss Function and Its Applications Based on Nonseparable Gaussian Processes.

Authors: Wang, Aili Chen, Xianfei Liu, Jiahang et al.

Source: Buildings (2075-5309); Jun2026, Vol. 16 Issue 11, p2111, 27p

Gaussian Process Surrogate Model with Uncertainty Quantification for PWR Pin-Cell Criticality Prediction.

Authors: Molczan, Adam Malecha, Ziemowit Zacharczuk, Wojciech

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5174, 20p

Multi-objective Optimization Design of Cyclone Pump Impeller Based on Agent Model and Genetic Algorithm.

Authors: Hong, J. Gu, Y. Ren, Y. et al.

Source: Journal of Applied Fluid Mechanics; Jun2026, Vol. 19 Issue 6, p1545-1558, 14p

Gaussian Process Regression for Tail Vehicle Departure Time Prediction at Signalized Intersections Using UAV Trajectory Data.

Authors: Lu, Kaiming Liu, Zhe Zhang, Runsheng et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 11, p3364. 22p.

Physics‐Informed Bias Correction Using a Convolution‐Based Multivariate Gaussian Process.

Authors: Kim, Taereem Wang, Chao Villarini, Gabriele et al.

Source: Journal of Advances in Modeling Earth Systems. Jun2026, Vol. 18 Issue 6, p1-15. 15p.

Data-driven prediction of micro-piled raft load–settlement using machine learning and Monte Carlo simulation.

Authors: El Gendy, Mahmoud¹ (AUTHOR) mahmoud.mohamed@eng.psu.edu.eg

Source: Scientific Reports. 5/26/2026, Vol. 16 Issue 1, p1-36. 36p.

Assessing Emptying Operations with Admitted Air in Single Pipelines Employing Machine Learning Models.

Authors: Guarda, Teresa Coronado-Hernández, Oscar E. Coronado-Hernández, Jairo R.

Source: Water (20734441). May2026, Vol. 18 Issue 10, p1137. 18p.

Aerodynamic Interference Mechanisms and Optimization of Two-Dimensional Tandem Airfoils Based on a Bayesian Optimization Framework.

Authors: Gong, Haijun Li, Jiayi Xia, Tianyu et al.

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 10, p5145, 33p

An Integrative System Based on Signal Processing and Tuned Regression Gaussian Process by Grey Wolf Optimization Algorithm for Bitcoin Price Forecasting.

Authors: Lahmiri, Salim Bekiros, Stelios

Source: Mathematics (2227-7390). May2026, Vol. 14 Issue 5, p1615. 12p.

Euler and Gourava Sombor Coindices Bounds and Python‐Based QSPR Modeling for Butane Derivatives and Ocular Pharmaceuticals.

Authors: Wazzan, Suha Kizilirmak, Gul Ozkan Bardhan, Munmun

Source: Journal of Chemistry. 5/8/2026, Vol. 2026, p1-24. 24p.

PerovskiteOpt-AI: A Machine Learning-Driven Multi-Parameter Optimization Framework for Lead-Free Perovskite Solar Cell Device Architecture Using SCAPS-1D Simulation and Gaussian Process Surrogate Modeling.

Authors: Alshaikh, Mohammed Saleh¹

Source: Crystals (2073-4352); May2026, Vol. 16 Issue 5, p310, 35p

Production of Probiotic Kiwifruit Juice Containing Lacticaseibacillus paracasei B31-2: Investigation of Probiotic Viability, Physicochemical Properties, and AI Predictive Insights.

Alternate Title: B31-تولید آبمیوه کیوی پروبیوتیک حاوی لاکتیکازئیباسیلوس پاراکازئی 2 بررسی زنده مانی پروبیوتیک، ویژگی های فیزیکوشیمیایی و بینش های پیش بینی کننده مبتنی بر هوش مصنوعی

Authors: Behbahani, Behrooz Alizadeh Jooyandeh, Hossein Taki, Morteza et al.

Source: Journal of Agricultural Science & Technology. May/Jun2026, Vol. 28 Issue 3, p633-651. 19p.