Zhou, Tong; Guo, Tong; Dang, Chao; Jia, Lei; Dong, You Parallel active learning reliability analysis: a multi-point look-ahead paradigm. (English) Zbl 07972871 Comput. Methods Appl. Mech. Eng. 434, Article ID 117524, 30 p. (2025). MSC: 68-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Mei, Li; Dawei, Zhan Pointwise expected hypervolume improvement for expensive multi-objective optimization. (English) Zbl 07971708 J. Glob. Optim. 91, No. 1, 171-197 (2025). MSC: 90Cxx × Cite Format Result Cite Review PDF Full Text: DOI
Astutik, Suci; Astuti, Ani Budi; Damayanti, Rismania Hartanti Putri Yulianing; Syalsabila, Alya Fitri A hybrid machine learning and kriging approach for Rainfall interpolation. (English) Zbl 07929026 Int. J. Math. Comput. Sci. 20, No. 1, 271-276 (2025). MSC: 62M30 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Vázquez, Ariel Almendral; Dahle, Pål; Abrahamsen, Petter; Sektnan, Audun Consistent prediction of well paths and geological surfaces. (English) Zbl 07966501 Comput. Geosci. 28, No. 6, 1099-1113 (2024). MSC: 86A32 86-04 × Cite Format Result Cite Review PDF Full Text: DOI
Appriou, Tanguy; Rullière, Didier; Gaudrie, David Combination of optimization-free Kriging models for high-dimensional problems. (English) Zbl 07965534 Comput. Stat. 39, No. 6, 3049-3071 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Zhen-Ao; Dong, Xiao-Wei; Zhu, Chun-Yan; Chen, Chang-Hai; Zhang, Hao Vectorial surrogate modeling method based on moving kriging model for system reliability analysis. (English) Zbl 07949568 Comput. Methods Appl. Mech. Eng. 432, Part B, Article ID 117409, 23 p. (2024). MSC: 74-10 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Ellmer, Nathan; Ortigosa, Rogelio; Martínez-Frutos, Jesús; Poya, Roman; Sienz, Johann; Gil, Antonio J. Stretch-based hyperelastic constitutive metamodels via gradient enhanced Gaussian predictors. (English) Zbl 07949567 Comput. Methods Appl. Mech. Eng. 432, Part B, Article ID 117408, 33 p. (2024). MSC: 74-10 74B99 74E10 × Cite Format Result Cite Review PDF Full Text: DOI
Xu, Jun; Zhang, Ting; Li, Long; Yu, Quanfu Structural reliability analysis with parametric p-box uncertainties via a Bayesian updating BDRM. (English) Zbl 07947887 Comput. Methods Appl. Mech. Eng. 432, Part A, Article ID 117377, 20 p. (2024). MSC: 74R99 62P35 74S05 × Cite Format Result Cite Review PDF Full Text: DOI
Jiang, Guangxin; Hong, L. Jeff; Shen, Haihui Real-time derivative pricing and hedging with consistent metamodels. (English) Zbl 07947468 INFORMS J. Comput. 36, No. 5, 1168-1189 (2024). MSC: 90Cxx × Cite Format Result Cite Review PDF Full Text: DOI
Vakayil, Akhil; Joseph, V. Roshan A global-local approximation framework for large-scale Gaussian process modeling. (English) Zbl 07937337 Technometrics 66, No. 2, 295-305 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Pérez-Escolar, A.; Martínez-Frutos, J.; Ortigosa, R.; Ellmer, N.; Gil, A. J. Learning nonlinear constitutive models in finite strain electromechanics with Gaussian process predictors. (English) Zbl 07937067 Comput. Mech. 74, No. 3, 591-613 (2024). MSC: 74-XX × Cite Format Result Cite Review PDF Full Text: DOI
Cheng, Si; Konomi, Bledar A.; Karagiannis, Georgios; Kang, Emily L. Recursive nearest neighbor co-kriging models for big multi-fidelity spatial data sets. (English) Zbl 1548.62507 Environmetrics 35, No. 4, Article ID e2844, 18 p. (2024). MSC: 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Harbrecht, Helmut; Herrmann, Lukas; Kirchner, Kristin; Schwab, Christoph Multilevel approximation of Gaussian random fields: covariance compression, estimation, and spatial prediction. (English) Zbl 07932066 Adv. Comput. Math. 50, No. 5, Paper No. 101, 57 p. (2024). MSC: 62M09 62M20 65C05 65C60 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Labetoulle, A.; Missoum, S.; Gourdon, E.; Ture Savadkoohi, A. Stochastic optimization of targeted energy transfer with time-dependent cubic nonlinearity. (English) Zbl 07912595 Commun. Nonlinear Sci. Numer. Simul. 139, Article ID 108314, 17 p. (2024). MSC: 70L05 70K40 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Jun; He, Jiabei; Liang, Hua; Li, Xinmin Optimal model average prediction in orthogonal kriging models. (English) Zbl 1544.62241 J. Syst. Sci. Complex. 37, No. 3, 1080-1099 (2024). MSC: 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Ernst, Oliver G.; Sprungk, Björn; Zhang, Chao Uncertainty modeling and propagation for groundwater flow: a comparative study of surrogates. (English) Zbl 07896987 GEM. Int. J. Geomath. 15, Paper No. 11, 41 p. (2024). MSC: 62M30 60G60 60H35 62P12 65C05 × Cite Format Result Cite Review PDF Full Text: DOI
Guo, Yiping; Li, Johnny Siu-Hang Kriging methods for modeling spatial basis risk in weather index insurances: a technical note. (English) Zbl 07896870 Int. J. Theor. Appl. Finance 27, No. 1, Article ID 2350034, 24 p. (2024). Reviewer: Christos E. Kountzakis (Karlovassi) MSC: 91G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Mosquera, Rolando; Falaize, Antoine; Hamdouni, Aziz Grassmannian kriging with applications in POD-based model order reduction. (English) Zbl 07893911 Discrete Contin. Dyn. Syst., Ser. S 17, No. 7, 2400-2419 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ding, Liang; Zhang, Xiaowei Sample and computationally efficient stochastic kriging in high dimensions. (English) Zbl 07887718 Oper. Res. 72, No. 2, 660-683 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dette, Holger; Pepelyshev, Andrey; Zhigljavsky, Anatoly Prediction in regression models with continuous observations. (English) Zbl 1541.62157 Stat. Pap. 65, No. 4, 1985-2009 (2024). MSC: 62J05 62M20 62M30 62M40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Porcu, Emilio; Bevilacqua, Moreno; Schaback, Robert; Oates, Chris J. The Matérn model: a journey through statistics, numerical analysis and machine learning. (English) Zbl 07887306 Stat. Sci. 39, No. 3, 469-492 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Ebrahimijahan, Ali; Ordokhani, Yadollah; Razzaghi, Mohsen Development of integrated radial basis function Kriging interpolation for linear and nonlinear parabolic integro-differential equations. (English) Zbl 07886218 Eng. Anal. Bound. Elem. 164, Article ID 105680, 15 p. (2024). MSC: 45A05 47G10 80M22 × Cite Format Result Cite Review PDF Full Text: DOI
Mao, Huiying; Martin, Ryan; Reich, Brian J. Valid model-free spatial prediction. (English) Zbl 07877129 J. Am. Stat. Assoc. 119, No. 546, 904-914 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ben Yahmed, Mohamed Amine; Naets, Frank Parametric energy conserving sampling and weighting for the thermal analysis of selective laser melting. (English) Zbl 07868716 Comput. Mech. 73, No. 6, 1401-1419 (2024). MSC: 74F05 74S05 80A22 × Cite Format Result Cite Review PDF Full Text: DOI
Siviero, Emilia; Chautru, Emilie; Clémençon, Stephan A statistical learning view of simple kriging. (English) Zbl 1541.62253 Test 33, No. 1, 271-296 (2024). MSC: 62M30 62G05 62M40 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
He, Xu; Sun, Fasheng Construction of high-dimensional high-separation distance designs. (English) Zbl 1540.62101 J. Stat. Plann. Inference 232, Article ID 106150, 11 p. (2024). MSC: 62K99 62K15 × Cite Format Result Cite Review PDF Full Text: DOI
García-Merino, J. C.; Calvo-Jurado, C.; García-Macías, E. Sparse polynomial chaos expansion for universal stochastic kriging. (English) Zbl 07866507 J. Comput. Appl. Math. 444, Article ID 115794, 16 p. (2024). MSC: 65Cxx 62Kxx 62Jxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Wei; Zhao, Ziyi; Xu, Huanwei; Li, Xiaoyu; Wang, Zhonglai AK-Gibbs: an active learning kriging model based on Gibbs importance sampling algorithm for small failure probabilities. (English) Zbl 1539.74410 Comput. Methods Appl. Mech. Eng. 426, Article ID 116992, 25 p. (2024). MSC: 74R99 62N05 74S99 × Cite Format Result Cite Review PDF Full Text: DOI
Habibirad, A.; Baghani, O.; Hesameddini, E.; Heydari, M. H.; Azin, H. A meshless method based on the modified moving Kriging interpolation for numerical solution of space-fractional diffusion equation. (English) Zbl 07855359 Eng. Anal. Bound. Elem. 163, 1-11 (2024). MSC: 65M12 65M60 34A45 × Cite Format Result Cite Review PDF Full Text: DOI
Lai, Jianfa; Fang, Kai-Tai; Peng, Xiaoling; Lin, Yuxuan Construction of uniform designs over continuous domain in computer experiments. (English) Zbl 07854481 Commun. Stat., Simulation Comput. 53, No. 1, 130-146 (2024). MSC: 62K05 62K15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
He, Jiaqi; Luo, Yangjun; Wang, Rui; Cai, Kun A dimensionality reduction and layout optimization scheme for grid-stiffened structures. (English) Zbl 07841200 Eng. Optim. 56, No. 3, 413-429 (2024). MSC: 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Luo, Changqi; Zhu, Shun-Peng; Keshtegar, Behrooz; Macek, Wojciech; Branco, Ricardo; Meng, Debiao Active kriging-based conjugate first-order reliability method for highly efficient structural reliability analysis using resample strategy. (English) Zbl 1539.74404 Comput. Methods Appl. Mech. Eng. 423, Article ID 116863, 25 p. (2024). MSC: 74R99 65C05 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Weiping; Wang, Qingshan; Zhong, Rui; Shi, Xianjie; Chen, Liming Optimization of stacking sequence for quadrilateral laminated composite plates with curved edges based on Kriging. (English) Zbl 07824626 Comput. Math. Appl. 159, 142-154 (2024). MSC: 74-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ellmer, Nathan; Ortigosa, Rogelio; Martínez-Frutos, Jesús; Gil, Antonio J. Gradient enhanced Gaussian process regression for constitutive modelling in finite strain hyperelasticity. (English) Zbl 1539.74086 Comput. Methods Appl. Mech. Eng. 418, Part B, Article ID 116547, 32 p. (2024). MSC: 74E10 62P35 × Cite Format Result Cite Review PDF Full Text: DOI
Song, Zhouzhou; Liu, Zhao; Zhang, Hanyu; Zhu, Ping An improved sufficient dimension reduction-based kriging modeling method for high-dimensional evaluation-expensive problems. (English) Zbl 1539.62034 Comput. Methods Appl. Mech. Eng. 418, Part B, Article ID 116544, 21 p. (2024). MSC: 62-08 62G08 62H25 × Cite Format Result Cite Review PDF Full Text: DOI
Dessena, Gabriele; Ignatyev, Dmitry I.; Whidborne, James F.; Fragonara, Luca Zanotti A global-local meta-modelling technique for model updating. (English) Zbl 1536.74249 Comput. Methods Appl. Mech. Eng. 418, Part A, Article ID 116511, 21 p. (2024). MSC: 74S05 65M60 × Cite Format Result Cite Review PDF Full Text: DOI
Lee, Mingyu; Noh, Yoojeong; Lee, Ikjin A novel sampling method for adaptive gradient-enhanced kriging. (English) Zbl 1539.74282 Comput. Methods Appl. Mech. Eng. 418, Part A, Article ID 116456, 21 p. (2024). MSC: 74P10 65K10 × Cite Format Result Cite Review PDF Full Text: DOI
Meng, Zeng; Kong, Lin; Yi, Jiaxiang; Peng, Hao Optimum-pursuing method for constrained optimization and reliability-based design optimization problems using kriging model. (English) Zbl 1536.74164 Comput. Methods Appl. Mech. Eng. 420, Article ID 116704, 25 p. (2024). MSC: 74P05 90B25 × Cite Format Result Cite Review PDF Full Text: DOI
Xiang, Yongyong; Han, Te; Li, Yifan; Shi, Luojie; Pan, Baisong A multi-region active learning kriging method for response distribution construction of highly nonlinear problems. (English) Zbl 1536.65056 Comput. Methods Appl. Mech. Eng. 419, Article ID 116650, 19 p. (2024). MSC: 65J15 65C05 65K10 × Cite Format Result Cite Review PDF Full Text: DOI
Sauer, Annie; Gramacy, Robert B.; Higdon, David Active learning for deep Gaussian process surrogates. (English) Zbl 07937237 Technometrics 65, No. 1, 4-18 (2023). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Granville, Kevin; Woolford, Douglas G.; Dean, C. B.; Boychuk, Dennis; McFayden, Colin B. On the selection of an interpolation method with an application to the fire weather index in Ontario, Canada. (English) Zbl 1545.62785 Environmetrics 34, No. 2, Article ID e2758, 23 p. (2023). MSC: 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Peng, L. X.; Chen, S. Y.; Chen, W.; He, X. C. A moving kriging interpolation meshless for bending and free vibration analysis of the stiffened FGM plates in thermal environment. (English) Zbl 1540.74089 Int. J. Comput. Methods 20, No. 10, Article ID 2350015, 35 p. (2023). MSC: 74K20 74A15 74H45 × Cite Format Result Cite Review PDF Full Text: DOI
Lin, Ding-Chih; Huang, Hsin-Cheng; Tzeng, ShengLi Some enhancements to DeepKriging. (English) Zbl 07858688 Stat 12, No. 1, Paper No. e559, 12 p. (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Li, Cheng; Gao, Siyang; Du, Jianzhong Convergence analysis of stochastic kriging-assisted simulation with random covariates. (English) Zbl 07810236 INFORMS J. Comput. 35, No. 2, 386-402 (2023). MSC: 90Cxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jiang, Ruihong; Saunders, David; Weng, Chengguo Two-phase selection of representative contracts for valuation of large variable annuity portfolios. (English) Zbl 1532.91093 Insur. Math. Econ. 113, 293-309 (2023). MSC: 91G05 91B41 × Cite Format Result Cite Review PDF Full Text: DOI
Huang, Hao; Feng, Zhiwei; Ma, Likun; Yang, Tao; Zhang, Qingbin; Ge, Jianquan A kriging-assisted bi-objective constrained global optimization algorithm for expensive constrained optimization problems. (English) Zbl 07803035 Eng. Optim. 55, No. 10, 1668-1685 (2023). MSC: 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Fei; Zhang, Qingfu; Han, Zhonghua MOEA/D with gradient-enhanced kriging for expensive multiobjective optimization. (English) Zbl 07802715 Nat. Comput. 22, No. 2, 329-339 (2023). MSC: 90C29 90C59 × Cite Format Result Cite Review PDF Full Text: DOI
Zhao, Yongchao; Feng, Ziheng; Li, Min; Li, Xinmin Modified penalized blind kriging for efficiently selecting a global trend model. (English) Zbl 07792804 J. Stat. Comput. Simulation 93, No. 17, 3052-3066 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Dovers, Elliot; Brooks, Wesley; Popovic, Gordana C.; Warton, David I. Fast, approximate maximum likelihood estimation of log-Gaussian Cox processes. (English) Zbl 07792646 J. Comput. Graph. Stat. 32, No. 4, 1660-1670 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Cheng, Kai; Zimmermann, Ralf Sliced gradient-enhanced kriging for high-dimensional function approximation. (English) Zbl 1533.65037 SIAM J. Sci. Comput. 45, No. 6, A2858-A2885 (2023). Reviewer: Steven B. Damelin (Ann Arbor) MSC: 65D25 60G15 62H12 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhou, Changcong; Gao, Shiju; Chang, Qi; Zhao, Haodong Hybrid time-dependent reliability analysis under a mixture of random and interval uncertainties. (English) Zbl 1540.62139 Int. J. Numer. Methods Eng. 124, No. 11, 2529-2551 (2023). MSC: 62N05 60K10 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Jiaqi; Lu, Zhenzhou; Wang, Lu An efficient method for estimating failure probability bounds under random-interval mixed uncertainties by combining line sampling with adaptive Kriging. (English) Zbl 07769209 Int. J. Numer. Methods Eng. 124, No. 2, 308-333 (2023). MSC: 62Rxx 62Dxx 93-XX × Cite Format Result Cite Review PDF Full Text: DOI
Lue, Heng-Hui; Tzeng, ShengLi Interpretable, predictive spatio-temporal models via enhanced pairwise directions estimation. (English) Zbl 07761990 J. Appl. Stat. 50, No. 14, 2914-2933 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Yan; Xiao, Mi; Ding, Zhe; Xu, Manman; Jiang, Guozhang; Gao, Liang Dynamic response-oriented multiscale topology optimization for geometrically asymmetric sandwich structures with graded cellular cores. (English) Zbl 1536.74203 Comput. Methods Appl. Mech. Eng. 416, Article ID 116367, 23 p. (2023). MSC: 74P15 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Yaru; Wang, Lei; Ng, Bing Feng Load-independent multi-objective sensor placement method for localization and reconstruction of external excitations under interval uncertainties. (English) Zbl 1527.74059 Comput. Methods Appl. Mech. Eng. 416, Article ID 116344, 27 p. (2023). MSC: 74P15 65G30 90C29 × Cite Format Result Cite Review PDF Full Text: DOI
Peng, Xuhao; Kou, Jiaqing; Zhang, Weiwei Multi-fidelity nonlinear unsteady aerodynamic modeling and uncertainty estimation based on hierarchical Kriging. (English) Zbl 1525.76060 Appl. Math. Modelling 122, 1-21 (2023). MSC: 76G25 62P35 × Cite Format Result Cite Review PDF Full Text: DOI
Pang, Yong; Lai, Xiaonan; Zhang, Shuai; Wang, Yitang; Yang, Liangliang; Song, Xueguan A Kriging-assisted global reliability-based design optimization algorithm with a reliability-constrained expected improvement. (English) Zbl 1525.90306 Appl. Math. Modelling 121, 611-630 (2023). MSC: 90C15 × Cite Format Result Cite Review PDF Full Text: DOI
Konomi, Bledar A.; Kang, Emily L.; Almomani, Ayat; Hobbs, Jonathan Bayesian latent variable co-kriging model in remote sensing for quality flagged observations. (English) Zbl 07749321 J. Agric. Biol. Environ. Stat. 28, No. 3, 423-441 (2023). MSC: 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Ryder, Nathan A.; Keller, Joshua P. Spatiotemporal exposure prediction with penalized regression. (English) Zbl 07749308 J. Agric. Biol. Environ. Stat. 28, No. 2, 260-278 (2023). MSC: 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Mingyang; Liu, Wenlong An improved mode-pursing sampling method that balances global exploration and local exploitation based on kriging. (English) Zbl 1523.62045 Eng. Optim. 55, No. 3, 363-381 (2023). MSC: 62D05 62G08 90C56 90C90 × Cite Format Result Cite Review PDF Full Text: DOI
Yousefi, Elham; Pronzato, Luc; Hainy, Markus; Müller, Werner G.; Wynn, Henry P. Discrimination between Gaussian process models: active learning and static constructions. (English) Zbl 1522.62073 Stat. Pap. 64, No. 4, 1275-1304 (2023). MSC: 62K05 60G15 62M40 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Yanjin; Pan, Hao; Shi, Yina; Wang, Ruili; Wang, Pei A new active-learning estimation method for the failure probability of structural reliability based on kriging model and simple penalty function. (English) Zbl 1539.74536 Comput. Methods Appl. Mech. Eng. 410, Article ID 116035, 23 p. (2023). MSC: 74S60 65K10 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Xiliang; Gao, Liang; Xiao, Mi Multiscale concurrent topology optimization of hierarchal multi-morphology lattice structures. (English) Zbl 1539.74310 Comput. Methods Appl. Mech. Eng. 415, Article ID 116209, 27 p. (2023). MSC: 74P15 × Cite Format Result Cite Review PDF Full Text: DOI
Pang, Yong; Wang, Yitang; Lai, Xiaonan; Zhang, Shuai; Liang, Pengwei; Song, Xueguan Enhanced kriging leave-one-out cross-validation in improving model estimation and optimization. (English) Zbl 1539.65074 Comput. Methods Appl. Mech. Eng. 414, Article ID 116194, 22 p. (2023). MSC: 65K10 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Dapeng; Zhang, Dequan; Meng, Yuan; Yang, Meide; Meng, Chuizhou; Han, Xu; Li, Qing AK-\(\mathrm{HR}^n\): an efficient adaptive kriging-based \(n\)-hypersphere rings method for structural reliability analysis. (English) Zbl 1539.65014 Comput. Methods Appl. Mech. Eng. 414, Article ID 116146, 24 p. (2023). MSC: 65C05 × Cite Format Result Cite Review PDF Full Text: DOI
Dovers, Elliot Fast methods for fitting log-Gaussian Cox process models in ecology. (Abstract of thesis). (English) Zbl 1523.62251 Bull. Aust. Math. Soc. 107, No. 2, 344-345 (2023). MSC: 62P12 60G55 92D40 × Cite Format Result Cite Review PDF Full Text: DOI
Hidayat, Mas Irfan P. A meshfree approach based on moving kriging interpolation for numerical solution of coupled reaction-diffusion problems. (English) Zbl 07714970 Int. J. Comput. Methods 20, No. 5, Article ID 2350002, 33 p. (2023). MSC: 65M70 35K57 65D12 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Fan; Chen, Ray-Bing; Hung, Ying; Deng, Xinwei Indicator-based Bayesian variable selection for Gaussian process models in computer experiments. (English) Zbl 1543.62240 Comput. Stat. Data Anal. 185, Article ID 107757, 14 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Jie; Stein, Michael L. Linear-cost covariance functions for Gaussian random fields. (English) Zbl 1514.62290 J. Am. Stat. Assoc. 118, No. 541, 147-164 (2023). MSC: 62P12 60G15 62M30 86A32 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Blanchet-Scalliet, Christophette; Demory, Bruno; Gonon, Thierry; Helbert, Céline Gaussian process regression on nested spaces. (English) Zbl 1514.62005 SIAM/ASA J. Uncertain. Quantif. 11, 426-451 (2023). MSC: 62-08 62C12 62D10 62L10 62L12 62M15 62M20 62P30 × Cite Format Result Cite Review PDF Full Text: DOI HAL
Rohmer, Jeremy; Armandine Les Landes, Antoine; Loschetter, Annick; Maragna, Charles Fast prediction of aquifer thermal energy storage: a multicyclic metamodelling procedure. (English) Zbl 1514.86003 Comput. Geosci. 27, No. 2, 223-243 (2023). MSC: 86-08 86A32 86A04 × Cite Format Result Cite Review PDF Full Text: DOI
García-Merino, J. C.; Calvo-Jurado, C.; Martínez-Pañeda, E.; García-Macías, E. Multielement polynomial chaos kriging-based metamodelling for Bayesian inference of non-smooth systems. (English) Zbl 1515.62044 Appl. Math. Modelling 116, 510-531 (2023). MSC: 62F15 65C30 65C40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Meng, Debiao; Yang, Shiyuan; De Jesus, Abílio M. P.; Fazeres-Ferradosa, Tiago; Zhu, Shun-Peng A novel hybrid adaptive kriging and water cycle algorithm for reliability-based design and optimization strategy: application in offshore wind turbine monopile. (English) Zbl 1539.90153 Comput. Methods Appl. Mech. Eng. 412, Article ID 116083, 22 p. (2023). MSC: 90C90 62G08 76N25 90C59 × Cite Format Result Cite Review PDF Full Text: DOI
Hong, Linxiong; Shang, Bin; Li, Shizheng; Li, Huacong; Cheng, Jiaming Portfolio allocation strategy for active learning kriging-based structural reliability analysis. (English) Zbl 1539.62304 Comput. Methods Appl. Mech. Eng. 412, Article ID 116066, 21 p. (2023). MSC: 62N05 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Park, Beomjo; Kuusela, Mikael; Giglio, Donata; Gray, Alison Spatiotemporal local interpolation of global ocean heat transport using argo floats: a debiased latent Gaussian process approach. (English) Zbl 07692392 Ann. Appl. Stat. 17, No. 2, 1491-1520 (2023). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bolin, David; Kirchner, Kristin Equivalence of measures and asymptotically optimal linear prediction for Gaussian random fields with fractional-order covariance operators. (English) Zbl 07666827 Bernoulli 29, No. 2, 1476-1504 (2023). MSC: 62Mxx 65Mxx 60Hxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Nekkanti, Akhil; Schmidt, Oliver T. Gappy spectral proper orthogonal decomposition. (English) Zbl 07660325 J. Comput. Phys. 478, Article ID 111950, 19 p. (2023). MSC: 76Fxx 76Mxx 76-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Shidong; Li, Mingtao A fast method of estimating the gravitational acceleration of asteroids with irregular shapes. (English) Zbl 1509.70016 Celest. Mech. Dyn. Astron. 135, No. 1, Paper No. 2, 21 p. (2023). MSC: 70F15 70-08 × Cite Format Result Cite Review PDF Full Text: DOI
Feng, Shaojun; Hao, Peng; Liu, Hao; Wang, Bo; Wang, Bin; Yue, Chen A collaborative model calibration framework under uncertainty considering parameter distribution. (English) Zbl 07644883 Comput. Methods Appl. Mech. Eng. 404, Article ID 115841, 26 p. (2023). MSC: 74S60 74-10 × Cite Format Result Cite Review PDF Full Text: DOI
Gong, Jinglei; Wang, Xiaojun; Lv, Tangqi A credible interval analysis method for uncertain structures under nonprobabilistic framework. (English) Zbl 07644878 Comput. Methods Appl. Mech. Eng. 404, Article ID 115833, 22 p. (2023). MSC: 74S60 74H15 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Chong; Fan, Haoran; Wu, Tao Novel rough set theory-based method for epistemic uncertainty modeling, analysis and applications. (English) Zbl 1505.03118 Appl. Math. Modelling 113, 456-474 (2023). MSC: 03E72 × Cite Format Result Cite Review PDF Full Text: DOI
Cakir, Fahrettin; Thomas, Barrett W.; Street, W. Nick Rollout-based routing strategies with embedded prediction: a fish trawling application. (English) Zbl 1520.90020 Comput. Oper. Res. 150, Article ID 106055, 20 p. (2023). MSC: 90B06 90C15 × Cite Format Result Cite Review PDF Full Text: DOI
Pouliot, Guillaume Allaire Spatial econometrics for misaligned data. (English) Zbl 07633062 J. Econom. 232, No. 1, 168-190 (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sciascia, Ivan; Crosino, Andrea; Carotenuto, Gennaro; Genre, Andrea Spatial interdependence of mycorrhizal nuclear size in confocal microscopy. (English) Zbl 07922655 Salvati, Nicola (ed.) et al., Studies in theoretical and applied statistics. SIS 2021. Selected papers based on the presentations at the 50th scientific meeting of the Italian Statistical Society, virtual, June 21–25, 2021. Cham: Springer. Springer Proc. Math. Stat. 406, 435-448 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Lambardi di San Miniato, Michele; Bellio, Ruggero; Grassetti, Luca; Vidoni, Paolo Separable spatio-temporal kriging for fast virtual sensing. (English) Zbl 07888947 Appl. Stoch. Models Bus. Ind. 38, No. 5, 806-829 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bobbia, Michel; Poggi, Jean-Michel; Portier, Bruno Spatial correction of low-cost sensors observations for fusion of air quality measurements. (English) Zbl 07888945 Appl. Stoch. Models Bus. Ind. 38, No. 5, 766-786 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Rohit, R. Julian; Ganguli, Ranjan Co-kriging based multi-fidelity uncertainty quantification of beam vibration using coarse and fine finite element meshes. (English) Zbl 07881632 Int. J. Comput. Methods Eng. Sci. Mech. 23, No. 2, 147-168 (2022). MSC: 74Kxx 76Mxx × Cite Format Result Cite Review PDF Full Text: DOI
Qi, Guanying; Liu, Min-Qian; Yang, Jian-Feng An integral model for high-accuracy and low-accuracy experiments. (English) Zbl 07853652 Stat 11, No. 1, Paper No. e531, 14 p. (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Habibirad, Ali; Hesameddini, Esmail; Shekari, Younes A suitable hybrid meshless method for the numerical solution of time-fractional fourth-order reaction-diffusion model in the multi-dimensional case. (English) Zbl 1539.65119 Eng. Anal. Bound. Elem. 145, 149-160 (2022). MSC: 65M60 35R11 65M12 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Pan; Zhou, Hanyuan; Hu, Huanhuan; Zhang, Zheng; Li, Haihe A novel method for reliability analysis with interval parameters based on active learning kriging and adaptive radial-based importance sampling. (English) Zbl 07767906 Int. J. Numer. Methods Eng. 123, No. 14, 3264-3284 (2022). MSC: 62Rxx 62Dxx 93-XX × Cite Format Result Cite Review PDF Full Text: DOI
Dueñas, María; Giraldo, Ramón Multivariate spatial prediction based on Andrews curves and functional geostatistics. (English) Zbl 1527.62072 Chil. J. Stat. 13, No. 1, 3-16 (2022). MSC: 62M30 62H11 86A32 × Cite Format Result Cite Review PDF Full Text: DOI
Hoffimann, Júlio; Augusto, José; Resende, Lucas; Mathias, Marlon; Mazzinghy, Douglas; Bianchetti, Matheus; Mendes, Mônica; Souza, Thiago; Andrade, Vitor; Domingues, Tarcísio; Silva, Wesley; Silva, Ruberlan; Couto, Danielly; Fonseca, Elisabeth; Gonçalves, Keila Modeling geospatial uncertainty of geometallurgical variables with Bayesian models and Hilbert-kriging. (English) Zbl 1522.86022 Math. Geosci. 54, No. 7, 1227-1253 (2022). MSC: 86A32 86-10 86-08 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Mingyang; Yi, Bing; Yang, Yue An efficient global optimization method with multi-point infill sampling based on kriging. (English) Zbl 1523.90282 Eng. Optim. 54, No. 11, 1801-1818 (2022). MSC: 90C26 90C56 × Cite Format Result Cite Review PDF Full Text: DOI
Ling, Chunyan; Lu, Zhenzhou Compound kriging-based importance sampling for reliability analysis of systems with multiple failure modes. (English) Zbl 1523.62076 Eng. Optim. 54, No. 5, 805-829 (2022). MSC: 62N05 90B25 × Cite Format Result Cite Review PDF Full Text: DOI
Feng, Kaixuan; Lu, Zhenzhou; Yun, Wanying A novel single-loop simulation method and its combination with adaptive kriging for moment-independent global sensitivity analysis. (English) Zbl 1523.62050 Eng. Optim. 54, No. 3, 487-503 (2022). MSC: 62G08 65D05 × Cite Format Result Cite Review PDF Full Text: DOI
Leifsson, Leifur; Nagawkar, Jethro Sensitivity analysis and optimal design with PC-co-kriging. (English) Zbl 07733192 Koziel, Slawomir (ed.) et al., Surrogate modeling for high-frequency design. Recent advances. Singapore: World Scientific. 405-425 (2022). MSC: 78-XX 62-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Koziel, Slawomir; Pietrenko-Dabrowska, Anna Performance-driven inverse/forward modeling of antennas in variable-thickness domains. (English) Zbl 07733185 Koziel, Slawomir (ed.) et al., Surrogate modeling for high-frequency design. Recent advances. Singapore: World Scientific. 213-243 (2022). MSC: 78-XX 62-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Rangel-Patiño, Francisco E.; Rayas-Sánchez, José E. Surrogate-based modeling and design optimization techniques for signal integrity in high-performance computer platforms. (English) Zbl 07733184 Koziel, Slawomir (ed.) et al., Surrogate modeling for high-frequency design. Recent advances. Singapore: World Scientific. 153-211 (2022). MSC: 78-XX 62-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Andrés-Thió, Nicolau; Muñoz, Mario Andrés; Smith-Miles, Kate Bifidelity surrogate modelling: showcasing the need for new test instances. (English) Zbl 07640778 INFORMS J. Comput. 34, No. 6, 3007-3022 (2022). MSC: 90Cxx × Cite Format Result Cite Review PDF Full Text: DOI
Pearce, Michael Arthur Leopold; Poloczek, Matthias; Branke, Juergen Bayesian optimization allowing for common random numbers. (English) Zbl 1510.90195 Oper. Res. 70, No. 6, 3457-3472 (2022). MSC: 90C15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link