Works matching DE "KRIGING"

Results: 4200

Uncertainty Quantification of Transmission Efficiency in EV-WPT System Based on Gaussian Process Regression.

Published in:

Applied Computational Electromagnetics Society Journal, 2025, v. 40, n. 3, p. 226, doi. 10.13052/2024.ACES.J.400307

By:

Wang, T. H.;
Zhao, K. F.;
Duan, H. W.;
Yu, Q. Y.;
Xu, L. L.;
Guan, S. S.

Publication type:

Article

Leveraging Advanced Data-Driven Approaches to Forecast Daily Floods Based on Rainfall for Proactive Prevention Strategies in Saudi Arabia.

Published in:

Water (20734441), 2025, v. 17, n. 11, p. 1699, doi. 10.3390/w17111699

By:

Aldhafiri, Anwar Ali;
Ali, Mumtaz;
Labban, Abdulhaleem H.

Publication type:

Article

Optimizing Service Level Agreement Tier Selection in Online Services Through Legacy Lifecycle Profile and Support Analysis: A Quantitative Approach.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1743, doi. 10.3390/math13111743

By:

Lucz, Geza;
Forstner, Bertalan

Publication type:

Article

Monitoring Gypsiferous Soils by Leveraging Advanced Spaceborne Hyperspectral Imagery via Spectral Indices and a Machine Learning Approach.

Published in:

Remote Sensing, 2025, v. 17, n. 11, p. 1914, doi. 10.3390/rs17111914

By:

Rasooli, Najmeh;
Mirzaei, Saham;
Pignatti, Stefano

Publication type:

Article

Machine learning platinum price predictions.

Published in:

Engineering Economist, 2025, v. 70, n. 1/2, p. 30, doi. 10.1080/0013791X.2025.2464130

By:

Jin, Bingzi;
Xu, Xiaojie

Publication type:

Article

Machine learning techniques for continuous genetic assignment of geographic origin of forest trees.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0324994

By:

Degen, Bernd;
Yanbaev, Yulai;
Müller, Niels A.

Publication type:

Article

The spatial layout of antagonistic brain regions is explicable based on geometric principles.

Published in:

Communications Biology, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s42003-025-08295-2

By:

Leech, Robert;
Braga, Rodrigo M.;
Haydock, David;
Vowles, Nicholas;
Jefferies, Elizabeth;
Bernhardt, Boris;
Turkheimer, Federico;
Alberti, Francesco;
Margulies, Daniel;
Sherwood, Oliver;
Jones, Emily JH;
Smallwood, Jonathan;
Váša, František

Publication type:

Article

Enhancing quality control of polyethylene in industrial polymerization plants through predictive multivariate data‐driven soft sensors.

Published in:

Canadian Journal of Chemical Engineering, 2025, v. 103, n. 5, p. 2234, doi. 10.1002/cjce.25479

By:

Jani, Farzad;
Hosseini, Shahin;
Sepahi, Abdolhannan;
Afzali, Seyyed Kamal;
Torabi, Farzad;
Ghorbani, Rooholla;
Houshmandmoayed, Saeed

Publication type:

Article

Large-Scale Low-Rank Gaussian Process Prediction with Support Points.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 1189, doi. 10.1080/01621459.2024.2403188

By:

Song, Yan;
Dai, Wenlin;
Genton, Marc G.

Publication type:

Article

Monte Carlo Inference for Semiparametric Bayesian Regression.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 1063, doi. 10.1080/01621459.2024.2395586

By:

Kowal, Daniel R.;
Wu, Bohan

Publication type:

Article

A frequentist approach on fixed effects estimation for spatially confounded regression models.

Published in:

Environmental & Ecological Statistics, 2025, v. 32, n. 2, p. 523, doi. 10.1007/s10651-025-00656-8

By:

Chiou, Yung-Huei;
Chen, Chun-Shu

Publication type:

Article

Gaussian Process Regression and Machine Learning Methods for Carbon-Based Material Adsorption.

Published in:

Adsorption Science & Technology, 2022, v. 2022, p. 1, doi. 10.1155/2022/3901608

By:

Hamza, Manar Ahmed;
Althobaiti, Maha M.;
Al-Wesabi, Fahd N.;
Alabdan, Rana;
Mahgoub, Hany;
Hilal, Anwer Mustafa;
Motwakel, Abdelwahed;
Al Duhayyim, Mesfer;
R, Lakshmipathy

Publication type:

Article

Prediction of power battery health state based on data-driven Gaussian process regression algorithm.

Published in:

International Journal of Computers, Communications & Control, 2025, v. 20, n. 3, p. 1, doi. 10.15837/ijccc.2025.3.7063

By:

Wei Li;
Chen Cheng;
Qian Wang;
Chang-song Ma

Publication type:

Article

MACHINE LEARNING-BASED EVALUATION OF ACIDIZING EFFECTIVENESS AND OPTIMIZATION OF ACIDIZING PARAMETERS FOR CARBONATE GAS RESERVOIR HORIZONTAL WELLS.

Published in:

Thermal Science, 2025, v. 29, n. 2B, p. 1043, doi. 10.2298/TSCI2502043J

By:

Shi-Wen JI;
You-Cheng ZHENG;
Yan ZHANG;
Xiao-Feng LU;
Si-Rong ZHU;
Kai YE

Publication type:

Article

Approximate Bayesian Inference for High-Resolution Spatial Disaggregation Using Alternative Data Sources.

Published in:

Journal of Agricultural, Biological & Environmental Statistics (JABES), 2025, v. 30, n. 2, p. 576, doi. 10.1007/s13253-025-00695-5

By:

Pakrashi, Anis;
Hazra, Arnab;
Raveendran, Sooraj M.;
Balakrishnan, Krishnachandran

Publication type:

Article

Multi-Feature Engineering and Machine Learning for Equivalence Ratio Prediction in Methane Premixed Flames.

Published in:

Engineering Letters, 2025, v. 33, n. 6, p. 2089

By:

Yan Zhang;
Peitao Zhao;
Xuanqi Liu;
Wei Xiong;
Yufeng Lai;
Davies, Matthew;
Willmott, Jon R.;
Jiansheng Yang

Publication type:

Article

Incorporating control inputs in continuous-time Gaussian process state estimation for robotics.

Published in:

Robotica, 2025, v. 43, n. 3, p. 1067, doi. 10.1017/S0263574725000116

By:

Lilge, Sven;
Barfoot, Timothy D.

Publication type:

Article

基于EBKRP法优化GEDI数据的龙竹叶绿素含量估测.

Published in:

Chinese Journal of Applied Ecology / Yingyong Shengtai Xuebao, 2025, v. 36, n. 5, p. 1319, doi. 10.13287/j.1001-9332.202505.003

By:

夏翠芬;
周文武;
舒清态;
王明星;
吴再昆;
付连进;
任承芳

Publication type:

Article

Predicting the tensile properties of heat treated and non-heat treated LPBFed AlSi10Mg alloy using machine learning regression algorithms.

Published in:

PLoS ONE, 2025, v. 20, n. 6, p. 1, doi. 10.1371/journal.pone.0324049

By:

Jatti, Vijaykumar S.;
Saiyathibrahim, A.;
Yadav, Arvind;
R., Murali Krishnan;
Jayaprakash, B.;
Kaushal, Sumit;
Jatti, Vinaykumar S.;
Jatti, Ashwini V.;
Jatti, Savita V.;
Kumar, Abhinav;
Gouadria, Soumaya;
Bonyah, Ebenezer

Publication type:

Article

Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels.

Published in:

Journal of Global Optimization, 2025, v. 92, n. 2, p. 253, doi. 10.1007/s10898-025-01463-y

By:

Candelieri, Antonio;
Ponti, Andrea;
Archetti, Francesco

Publication type:

Article

Application of stochastic model predictive control for building energy systems using latent force models.

Published in:

Automatisierungstechnik, 2025, v. 73, n. 6, p. 441, doi. 10.1515/auto-2024-0160

By:

Wietzke, Thore;
Landgraf, Daniel;
Graichen, Knut

Publication type:

Article

Computational fluid dynamic and machine learning modeling of nanofluid flow for determination of temperature distribution and models comparison.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03187-1

By:

Altalbawy, Farag M. A.;
Alkhayyat, Ahmad;
Jhala, Ramdevsinh;
Yadav, Anupam;
Ramachandran, T.;
Shankhyan, Aman;
Karthikeyan, A.;
Thatoi, Dhirendra Nath;
Sinitsin, Vladimir Vladimirovich

Publication type:

Article

Machine tool FEM model correction assisted by dynamic evolution sequence.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03058-9

By:

Lin, Weihao;
Zhong, Peng;
Wei, Xindi;
Zhu, Li;
Wu, Xuanlong

Publication type:

Article

A Penalized Orthogonal Kriging Method for Selecting a Global Trend.

Published in:

Axioms (2075-1680), 2025, v. 14, n. 5, p. 339, doi. 10.3390/axioms14050339

By:

Zhang, Xituo;
Gao, Guoxing;
Zhao, Jianxin;
Li, Xinmin

Publication type:

Article

Scalable training of neural network potentials for complex interfaces through data augmentation.

Published in:

NPJ Computational Materials, 2025, v. 11, n. 1, p. 1, doi. 10.1038/s41524-025-01651-0

By:

Yeu, In Won;
Stuke, Annika;
López-Zorrilla, Jon;
Stevenson, James M.;
Reichman, David R.;
Friesner, Richard A.;
Urban, Alexander;
Artrith, Nongnuch

Publication type:

Article

The Hybrid Retrieval of Leaf Anthocyanin Content Using Four Machine Learning Methods.

Published in:

Forests (19994907), 2025, v. 16, n. 5, p. 804, doi. 10.3390/f16050804

By:

Li, Yingying;
Yi, Qiuxiang;
Chen, Yaoliang

Publication type:

Article

Analysis of Spatio-Temporal Variation Characteristics of Air Pollutants in Zaozhuang China from 2018 to 2022.

Published in:

Atmosphere, 2025, v. 16, n. 5, p. 493, doi. 10.3390/atmos16050493

By:

Xia, Xiaoli;
Sun, Shangpeng

Publication type:

Article

Predictive modeling of hemoglobin refractive index using Gaussian process regression with interpretability through partial dependence plots.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0324827

By:

Alkhanani, Mustfa Faisal

Publication type:

Article

Evaluation of Matrix Effects in SIMS Using Gaussian Process Regression: The Case of Olivine Mg Isotope Microanalysis.

Published in:

Rapid Communications in Mass Spectrometry: RCM, 2025, v. 39, n. 13, p. 1, doi. 10.1002/rcm.10038

By:

Itano, Keita;
Fukuda, Kohei;
Kita, Noriko T.;
Ueki, Kenta;
Kuwatani, Tatsu;
Akaho, Shotaro

Publication type:

Article

Simulation-Based Design and Machine Learning Optimization of a Novel Liquid Cooling System for Radio Frequency Coils in Magnetic Hyperthermia.

Published in:

Bioengineering (Basel), 2025, v. 12, n. 5, p. 490, doi. 10.3390/bioengineering12050490

By:

Yöner, Serhat Ilgaz;
Özcan, Alpay

Publication type:

Article

End-to-End Deep-Learning-Based Surrogate Modeling for Supersonic Airfoil Shape Optimization.

Published in:

Aerospace (MDPI Publishing), 2025, v. 12, n. 5, p. 389, doi. 10.3390/aerospace12050389

By:

Pereira, Diogo;
Afonso, Frederico;
Lau, Fernando

Publication type:

Article

Fair‐Weather Nearshore Surface Winds: Observational Insights and Gaussian Process Regression Analysis.

Published in:

Journal of Geophysical Research. Oceans, 2025, v. 130, n. 5, p. 1, doi. 10.1029/2024JC021139

By:

Benbow, Charlotte;
MacMahan, Jamie;
Thornton, Ed B.;
Collins, Pat;
Hlywiak, James;
Curcic, Milan;
Ruiz‐Plancarte, Jesus;
Flagg, David D.;
Wang, Qing;
Haus, Brian K.

Publication type:

Article

Modelización y mapeo de la distribución espacial de Bactericera cockerelli Sulc (Hemiptera: Triozidae) en papa en el estado de México.

Published in:

Revista Centro Agricola, 2013, v. 40, n. 3, p. 57

By:

Ramírez Dávila, José Francisco;
Figueroa Figueroa, Dulce Karen

Publication type:

Article

Lifetime Assessment of Polymethyl Methacrylate (PMMA) Plastic Lens, Used in LED-Based Products.

Published in:

Journal of Electronic Materials, 2025, v. 54, n. 3, p. 2249, doi. 10.1007/s11664-024-11590-z

By:

Yang, Xiaokun;
Hu, Xuejuan;
Li, Anmiao;
Zhang, Tan;
Liu, Shiqian;
Wu, Qingyang;
Li, Minfei;
Liang, Yifei;
Tan, Yadan;
Wang, Hengliang;
Ye, Jianze

Publication type:

Article

Conceptual design of UAV using Kriging based multi-objective genetic algorithm.

Published in:

Aeronautical Journal, 2008, v. 112, n. 1137, p. 653, doi. 10.1017/S0001924000002621

By:

Rajagopal, S.;
Ganguli, R.

Publication type:

Article

MOEA/D with gradient-enhanced kriging for expensive multiobjective optimization.

Published in:

Natural Computing, 2023, v. 22, n. 2, p. 329, doi. 10.1007/s11047-022-09907-0

By:

Liu, Fei;
Zhang, Qingfu;
Han, Zhonghua

Publication type:

Article

Correlated product of experts for sparse Gaussian process regression.

Published in:

Machine Learning, 2023, v. 112, n. 5, p. 1411, doi. 10.1007/s10994-022-06297-3

By:

Schürch, Manuel;
Azzimonti, Dario;
Benavoli, Alessio;
Zaffalon, Marco

Publication type:

Article

Semi-parametric Bayes regression with network-valued covariates.

Published in:

Machine Learning, 2022, v. 111, n. 10, p. 3733, doi. 10.1007/s10994-022-06174-z

By:

Ma, Xin;
Kundu, Suprateek;
Stevens, Jennifer

Publication type:

Article

JGPR: a computationally efficient multi-target Gaussian process regression algorithm.

Published in:

Machine Learning, 2022, v. 111, n. 6, p. 1987, doi. 10.1007/s10994-022-06170-3

By:

Nabati, Mohammad;
Ghorashi, Seyed Ali;
Shahbazian, Reza

Publication type:

Article

Nested aggregation of experts using inducing points for approximated Gaussian process regression.

Published in:

Machine Learning, 2022, v. 111, n. 5, p. 1671, doi. 10.1007/s10994-021-06101-8

By:

Nakai-Kasai, Ayano;
Tanaka, Toshiyuki

Publication type:

Article

Optimal Site Investigation Through Combined Geological and Property Uncertainties Analysis.

Published in:

Geotechnical & Geological Engineering, 2023, v. 41, n. 4, p. 2377, doi. 10.1007/s10706-023-02403-x

By:

Oluwatuyi, Opeyemi E.;
Ng, Kam W.;
Wulff, Shaun S.;
Rajapakshage, Rasika

Publication type:

Article

Geostatistics-Based Method for Irregular Mineral Resource Estimation, in Ouenza Iron Mine, Northeastern Algeria.

Published in:

Geotechnical & Geological Engineering, 2021, v. 39, n. 5, p. 3337, doi. 10.1007/s10706-021-01695-1

By:

Zerzour, Oussama;
Gadri, Larbi;
Hadji, Riheb;
Mebrouk, Faouzi;
Hamed, Younes

Publication type:

Article

Reliability Analysis of Settlement of Pile Group in Clay Using LSSVM, GMDH, GPR.

Published in:

Geotechnical & Geological Engineering, 2020, v. 38, n. 6, p. 6717, doi. 10.1007/s10706-020-01464-6

By:

Kumar, Manish;
Samui, Pijush

Publication type:

Article

Rock Mass Quality Prediction of Open-Pit Gold Mine Slope Based on the Kriging Interpolation Method.

Published in:

Geotechnical & Geological Engineering, 2020, v. 38, n. 6, p. 5851, doi. 10.1007/s10706-020-01397-0

By:

Tao, Zhigang;
Cui, Xuebin;
Sun, Xiaoming;
Wang, Jiong;
Liu, Kuiming;
Chen, Hong

Publication type:

Article

Determination of Friction Capacity of Driven Pile in Clay Using Gaussian Process Regression (GPR), and Minimax Probability Machine Regression (MPMR).

Published in:

Geotechnical & Geological Engineering, 2019, v. 37, n. 5, p. 4643, doi. 10.1007/s10706-019-00928-8

By:

Samui, Pijush

Publication type:

Article

Reliability Analysis of Slope Safety Factor by Using GPR and GP.

Published in:

Geotechnical & Geological Engineering, 2019, v. 37, n. 3, p. 2245, doi. 10.1007/s10706-018-0697-2

By:

Samui, Pijush;
Kumar, Rahul;
Yadav, Uttam;
Kumari, Sunita;
Bui, Dieu Tien

Publication type:

Article

Spatial Variability of Rock Depth Using Simple Kriging, Ordinary Kriging, RVM and MPMR.

Published in:

Geotechnical & Geological Engineering, 2015, v. 33, n. 1, p. 69, doi. 10.1007/s10706-014-9823-y

By:

Viswanathan, R.;
Jagan, J.;
Samui, Pijush;
Porchelvan, P.

Publication type:

Article

Probabilistic air quality forecasting using deep learning spatial–temporal neural network.

Published in:

GeoInformatica, 2023, v. 27, n. 2, p. 199, doi. 10.1007/s10707-022-00479-w

By:

Abirami, S.;
Chitra, P.

Publication type:

Article

Spatial interpolation in wireless sensor networks: localized algorithms for variogram modeling and Kriging.

Published in:

GeoInformatica, 2010, v. 14, n. 1, p. 101, doi. 10.1007/s10707-009-0078-3

By:

Umer, Muhammad;
Kulik, Lars;
Tanin, Egemen

Publication type:

Article

Prediction of the static load test results of bridges based on the dynamic load test and the Kriging model.

Published in:

Artificial Intelligence Review, 2023, v. 56, n. 8, p. 7613, doi. 10.1007/s10462-022-10369-0

By:

Lu, Pengzhen;
Li, Dengguo;
Chen, Yangrui

Publication type:

Article