Xiao, Qian; Mandal, Abhyuday; Lin, C. Devon; Deng, Xinwei EzGP: easy-to-interpret Gaussian process models for computer experiments with both quantitative and qualitative factors. (English) Zbl 07332583 SIAM/ASA J. Uncertain. Quantif. 9, 333-353 (2021). MSC: 60G15 60G25 62G08 62M20 PDF BibTeX XML Cite \textit{Q. Xiao} et al., SIAM/ASA J. Uncertain. Quantif. 9, 333--353 (2021; Zbl 07332583) Full Text: DOI
Taleei, Ameneh A moving kriging interpolation-based meshfree method for solving two-phase elasticity system. (English) Zbl 07326404 J. Math. Model. 9, No. 1, 1-12 (2021). MSC: 74B05 65N35 82B24 PDF BibTeX XML Cite \textit{A. Taleei}, J. Math. Model. 9, No. 1, 1--12 (2021; Zbl 07326404) Full Text: DOI
Guo, Qing; Liu, Yongshou; Chen, Bingqian; Zhao, Yuzhen An efficient stochastic natural frequency analysis method for axially varying functionally graded material pipe conveying fluid. (English) Zbl 07312417 Eur. J. Mech., A, Solids 86, Article ID 104155, 13 p. (2021). MSC: 74 PDF BibTeX XML Cite \textit{Q. Guo} et al., Eur. J. Mech., A, Solids 86, Article ID 104155, 13 p. (2021; Zbl 07312417) Full Text: DOI
Ma, Lianbo; Wang, Rui; Chen, Shengminjie; Cheng, Shi; Wang, Xingwei; Lin, Zhiwei; Shi, Yuhui; Huang, Min A novel many-objective evolutionary algorithm based on transfer matrix with kriging model. (English) Zbl 07324659 Inf. Sci. 509, 437-456 (2020). MSC: 90C29 90C59 PDF BibTeX XML Cite \textit{L. Ma} et al., Inf. Sci. 509, 437--456 (2020; Zbl 07324659) Full Text: DOI
Valadão, Mônica A. C.; Batista, Lucas S. A comparative study on surrogate models for SAEAs. (English) Zbl 07311834 Optim. Lett. 14, No. 8, 2595-2614 (2020). MSC: 90C59 PDF BibTeX XML Cite \textit{M. A. C. Valadão} and \textit{L. S. Batista}, Optim. Lett. 14, No. 8, 2595--2614 (2020; Zbl 07311834) Full Text: DOI
Tuo, Rui; Wang, Yan; Jeff Wu, C. F. On the improved rates of convergence for Matérn-type kernel ridge regression with application to calibration of computer models. (English) Zbl 07307674 SIAM/ASA J. Uncertain. Quantif. 8, 1522-1547 (2020). MSC: 62J07 62G08 62M30 62M40 46E22 62-08 PDF BibTeX XML Cite \textit{R. Tuo} et al., SIAM/ASA J. Uncertain. Quantif. 8, 1522--1547 (2020; Zbl 07307674) Full Text: DOI
Sung, Chih-Li; Hung, Ying; Rittase, William; Zhu, Cheng; Wu, C. F. J. Calibration for computer experiments with binary responses and application to cell adhesion study. (English) Zbl 1452.62592 J. Am. Stat. Assoc. 115, No. 532, 1664-1674 (2020). MSC: 62K25 62P10 62G05 PDF BibTeX XML Cite \textit{C.-L. Sung} et al., J. Am. Stat. Assoc. 115, No. 532, 1664--1674 (2020; Zbl 1452.62592) Full Text: DOI
Ling, Chunyan; Lu, Zhenzhou; Sun, Bo; Wang, Minjie An efficient method combining active learning kriging and Monte Carlo simulation for profust failure probability. (English) Zbl 1452.62732 Fuzzy Sets Syst. 387, 89-107 (2020). MSC: 62N05 62N86 65C05 68T05 PDF BibTeX XML Cite \textit{C. Ling} et al., Fuzzy Sets Syst. 387, 89--107 (2020; Zbl 1452.62732) Full Text: DOI
Pawlowsky-Glahn, V.; Egozcue, J. J. Compositional data in geostatistics: a log-ratio based framework to analyze regionalized compositions. (English) Zbl 1451.86011 Math. Geosci. 52, No. 8, 1067-1084 (2020). MSC: 86A32 PDF BibTeX XML Cite \textit{V. Pawlowsky-Glahn} and \textit{J. J. Egozcue}, Math. Geosci. 52, No. 8, 1067--1084 (2020; Zbl 1451.86011) Full Text: DOI
Yu, Yang; Zhang, Ning; Apley, Daniel W.; Jiang, Wenxin Including a nugget effect in lifted Brownian covariance models. (English) Zbl 1454.62524 SIAM/ASA J. Uncertain. Quantif. 8, 1338-1357 (2020). MSC: 62P30 60G15 PDF BibTeX XML Cite \textit{Y. Yu} et al., SIAM/ASA J. Uncertain. Quantif. 8, 1338--1357 (2020; Zbl 1454.62524) Full Text: DOI
Warren, Joshua L. A nonstationary spatial covariance model for processes driven by point sources. (English) Zbl 07270330 J. Agric. Biol. Environ. Stat. 25, No. 3, 415-430 (2020). MSC: 62P12 PDF BibTeX XML Cite \textit{J. L. Warren}, J. Agric. Biol. Environ. Stat. 25, No. 3, 415--430 (2020; Zbl 07270330) Full Text: DOI
Melo, Carlos E.; Mateu, Jorge; Melo, Oscar O. A distance-based method for spatial prediction in the presence of trend. (English) Zbl 07270327 J. Agric. Biol. Environ. Stat. 25, No. 3, 315-338 (2020). MSC: 62P12 PDF BibTeX XML Cite \textit{C. E. Melo} et al., J. Agric. Biol. Environ. Stat. 25, No. 3, 315--338 (2020; Zbl 07270327) Full Text: DOI
Lu, Xuefei; Rudi, Alessandro; Borgonovo, Emanuele; Rosasco, Lorenzo Faster Kriging: facing high-dimensional simulators. (English) Zbl 1445.90001 Oper. Res. 68, No. 1, 233-249 (2020). MSC: 90-10 PDF BibTeX XML Cite \textit{X. Lu} et al., Oper. Res. 68, No. 1, 233--249 (2020; Zbl 1445.90001) Full Text: DOI
Narváez, A.; Useche, J. The Kriging integration method applied to the boundary element analysis of Poisson problems. (English) Zbl 07268628 Eng. Anal. Bound. Elem. 121, 1-20 (2020). MSC: 65 76 PDF BibTeX XML Cite \textit{A. Narváez} and \textit{J. Useche}, Eng. Anal. Bound. Elem. 121, 1--20 (2020; Zbl 07268628) Full Text: DOI
Watts, Gaurav; Singh, Sandeep; Pathan, Firojkhan Meshfree analysis of non-rectangular sandwich plates based on refined \(C^0\) higher order shear deformation theories. (English) Zbl 07268620 Eng. Anal. Bound. Elem. 120, 180-194 (2020). MSC: 74 35 PDF BibTeX XML Cite \textit{G. Watts} et al., Eng. Anal. Bound. Elem. 120, 180--194 (2020; Zbl 07268620) Full Text: DOI
Lin, Chenglong; Ma, Yizhong; Liu, Lijun Efficient global optimization method based on Kriging model and partial least square method. (Chinese. English summary) Zbl 07267435 Math. Pract. Theory 50, No. 8, 158-168 (2020). MSC: 90C26 PDF BibTeX XML Cite \textit{C. Lin} et al., Math. Pract. Theory 50, No. 8, 158--168 (2020; Zbl 07267435)
Guan, Yawen; Johnson, Margaret C.; Katzfuss, Matthias; Mannshardt, Elizabeth; Messier, Kyle P.; Reich, Brian J.; Song, Joon J. Fine-scale spatiotemporal air pollution analysis using mobile monitors on Google Street View vehicles. (English) Zbl 1441.62564 J. Am. Stat. Assoc. 115, No. 531, 1111-1124 (2020). MSC: 62P12 62H11 PDF BibTeX XML Cite \textit{Y. Guan} et al., J. Am. Stat. Assoc. 115, No. 531, 1111--1124 (2020; Zbl 1441.62564) Full Text: DOI
Wauters, Jolan; Keane, Andy; Degroote, Joris Development of an adaptive infill criterion for constrained multi-objective asynchronous surrogate-based optimization. (English) Zbl 1450.90048 J. Glob. Optim. 78, No. 1, 137-160 (2020). MSC: 90C29 PDF BibTeX XML Cite \textit{J. Wauters} et al., J. Glob. Optim. 78, No. 1, 137--160 (2020; Zbl 1450.90048) Full Text: DOI
Zhao, Weitao; Chen, Huan; Qi, Wuchao Structural reliability calculation for multiple failure modes based on an active learning kriging model. (Chinese. English summary) Zbl 1449.62232 Chin. J. Comput. Mech. 37, No. 1, 8-13 (2020). MSC: 62N05 68T05 PDF BibTeX XML Cite \textit{W. Zhao} et al., Chin. J. Comput. Mech. 37, No. 1, 8--13 (2020; Zbl 1449.62232) Full Text: DOI
Thai, Chien H.; Phung-Van, P. A meshfree approach using naturally stabilized nodal integration for multilayer FG GPLRC complicated plate structures. (English) Zbl 07228796 Eng. Anal. Bound. Elem. 117, 346-358 (2020). MSC: 74 76 PDF BibTeX XML Cite \textit{C. H. Thai} and \textit{P. Phung-Van}, Eng. Anal. Bound. Elem. 117, 346--358 (2020; Zbl 07228796) Full Text: DOI
Menafoglio, Alessandra; Pigoli, Davide; Secchi, Piercesare O2S2 for the geodata deluge. (English) Zbl 1444.62162 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 169-176 (2020). MSC: 62R10 62R30 62H11 62H35 62M20 62P35 62P12 86A32 PDF BibTeX XML Cite \textit{A. Menafoglio} et al., in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 169--176 (2020; Zbl 1444.62162) Full Text: DOI
Roustant, Olivier; Padonou, Espéran; Deville, Yves; Clément, Aloïs; Perrin, Guillaume; Giorla, Jean; Wynn, Henry Group kernels for Gaussian process metamodels with categorical inputs. (English) Zbl 1443.60040 SIAM/ASA J. Uncertain. Quantif. 8, 775-806 (2020). MSC: 60G15 62M30 PDF BibTeX XML Cite \textit{O. Roustant} et al., SIAM/ASA J. Uncertain. Quantif. 8, 775--806 (2020; Zbl 1443.60040) Full Text: DOI
Dunlop, Matthew M.; Slepčev, Dejan; Stuart, Andrew M.; Thorpe, Matthew Large data and zero noise limits of graph-based semi-supervised learning algorithms. (English) Zbl 1442.62768 Appl. Comput. Harmon. Anal. 49, No. 2, 655-697 (2020). MSC: 62R07 62G20 49J45 62C10 62F15 90C20 90C48 68T05 PDF BibTeX XML Cite \textit{M. M. Dunlop} et al., Appl. Comput. Harmon. Anal. 49, No. 2, 655--697 (2020; Zbl 1442.62768) Full Text: DOI
Steinbuch, Luc; Orton, Thomas G.; Brus, Dick J. Model-based geostatistics from a Bayesian perspective: investigating area-to-point Kriging with small data sets. (English) Zbl 1434.86045 Math. Geosci. 52, No. 3, 397-423 (2020). MSC: 86A32 62F15 62M30 PDF BibTeX XML Cite \textit{L. Steinbuch} et al., Math. Geosci. 52, No. 3, 397--423 (2020; Zbl 1434.86045) Full Text: DOI
Bao, Jing Yu; Ye, Fei; Yang, Ying Screening effect in isotropic Gaussian processes. (English) Zbl 1440.62200 Acta Math. Sin., Engl. Ser. 36, No. 5, 512-534 (2020). MSC: 62H11 62M15 62M20 60G15 PDF BibTeX XML Cite \textit{J. Y. Bao} et al., Acta Math. Sin., Engl. Ser. 36, No. 5, 512--534 (2020; Zbl 1440.62200) Full Text: DOI
Porcu, Emilio; Bevilacqua, Moreno; Genton, Marc G. Nonseparable, space-time covariance functions with dynamical compact supports. (English) Zbl 1439.62135 Stat. Sin. 30, No. 2, 719-739 (2020). MSC: 62H11 62H20 62R40 60G60 62P35 86A32 PDF BibTeX XML Cite \textit{E. Porcu} et al., Stat. Sin. 30, No. 2, 719--739 (2020; Zbl 1439.62135) Full Text: DOI
Luo, Yangjun; Xing, Jian; Kang, Zhan Topology optimization using material-field series expansion and Kriging-based algorithm: an effective non-gradient method. (English) Zbl 1442.74174 Comput. Methods Appl. Mech. Eng. 364, Article ID 112966, 18 p. (2020). MSC: 74P15 65K10 PDF BibTeX XML Cite \textit{Y. Luo} et al., Comput. Methods Appl. Mech. Eng. 364, Article ID 112966, 18 p. (2020; Zbl 1442.74174) Full Text: DOI
Chakraborty, Arnab; Lahiri, Soumendra Nath; Wilson, Alyson A statistical analysis of noisy crowdsourced weather data. (English) Zbl 1439.62235 Ann. Appl. Stat. 14, No. 1, 116-142 (2020). MSC: 62P12 62P35 62M20 86A32 62H11 62G35 PDF BibTeX XML Cite \textit{A. Chakraborty} et al., Ann. Appl. Stat. 14, No. 1, 116--142 (2020; Zbl 1439.62235) Full Text: DOI Euclid
Zhang, Yan; Xiao, Mi; Zhang, Xiaoyu; Gao, Liang Topological design of sandwich structures with graded cellular cores by multiscale optimization. (English) Zbl 1442.74187 Comput. Methods Appl. Mech. Eng. 361, Article ID 112749, 33 p. (2020). MSC: 74P15 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Comput. Methods Appl. Mech. Eng. 361, Article ID 112749, 33 p. (2020; Zbl 1442.74187) Full Text: DOI
Gan, Guojun; Valdez, Emiliano A. Valuation of large variable annuity portfolios with rank order kriging. (English) Zbl 1437.91391 N. Am. Actuar. J. 24, No. 1, 100-117 (2020). MSC: 91G05 62P05 PDF BibTeX XML Cite \textit{G. Gan} and \textit{E. A. Valdez}, N. Am. Actuar. J. 24, No. 1, 100--117 (2020; Zbl 1437.91391) Full Text: DOI
Xiao, Ning-Cong; Yuan, Kai; Zhou, Chengning Adaptive kriging-based efficient reliability method for structural systems with multiple failure modes and mixed variables. (English) Zbl 1441.74151 Comput. Methods Appl. Mech. Eng. 359, Article ID 112649, 26 p. (2020). MSC: 74P10 90B25 62N05 60G25 65Z05 PDF BibTeX XML Cite \textit{N.-C. Xiao} et al., Comput. Methods Appl. Mech. Eng. 359, Article ID 112649, 26 p. (2020; Zbl 1441.74151) Full Text: DOI
Zhang, Mengchuang; Yao, Qin; Sun, Shouyi; Li, Lei; Hou, Xu An efficient strategy for reliability-based multidisciplinary design optimization of twin-web disk with non-probabilistic model. (English) Zbl 07193540 Appl. Math. Modelling 82, 546-572 (2020). MSC: 74 93 PDF BibTeX XML Cite \textit{M. Zhang} et al., Appl. Math. Modelling 82, 546--572 (2020; Zbl 07193540) Full Text: DOI
Ling, Chunyan; Lu, Zhenzhou Adaptive Kriging coupled with importance sampling strategies for time-variant hybrid reliability analysis. (English) Zbl 07193057 Appl. Math. Modelling 77, Part 2, 1820-1841 (2020). MSC: 62 90 PDF BibTeX XML Cite \textit{C. Ling} and \textit{Z. Lu}, Appl. Math. Modelling 77, Part 2, 1820--1841 (2020; Zbl 07193057) Full Text: DOI
Jiang, Chen; Qiu, Haobo; Gao, Liang; Wang, Dapeng; Yang, Zan; Chen, Liming Real-time estimation error-guided active learning kriging method for time-dependent reliability analysis. (English) Zbl 1443.90155 Appl. Math. Modelling 77, Part 1, 82-98 (2020). MSC: 90B25 62N05 PDF BibTeX XML Cite \textit{C. Jiang} et al., Appl. Math. Modelling 77, Part 1, 82--98 (2020; Zbl 1443.90155) Full Text: DOI
Chu, Liu; Shi, Jiajia; Souza de Cursi, Eduardo; Ben, Shujun Efficiency improvement of Kriging surrogate model by subset simulation in implicit expression problems. (English) Zbl 07190732 Comput. Appl. Math. 39, No. 2, Paper No. 119, 16 p. (2020). MSC: 65C20 60H30 62D05 PDF BibTeX XML Cite \textit{L. Chu} et al., Comput. Appl. Math. 39, No. 2, Paper No. 119, 16 p. (2020; Zbl 07190732) Full Text: DOI
Balzanella, Antonio; Irpino, Antonio Spatial prediction and spatial dependence monitoring on georeferenced data streams. (English) Zbl 1436.62697 Stat. Methods Appl. 29, No. 1, 101-128 (2020). MSC: 62P30 62R07 62M20 62H11 PDF BibTeX XML Cite \textit{A. Balzanella} and \textit{A. Irpino}, Stat. Methods Appl. 29, No. 1, 101--128 (2020; Zbl 1436.62697) Full Text: DOI
Chen, Liming; Qiu, Haobo; Gao, Liang; Jiang, Chen; Yang, Zan Optimization of expensive black-box problems via gradient-enhanced Kriging. (English) Zbl 1439.90078 Comput. Methods Appl. Mech. Eng. 362, Article ID 112861, 21 p. (2020). MSC: 90C56 60G25 62K05 90C26 PDF BibTeX XML Cite \textit{L. Chen} et al., Comput. Methods Appl. Mech. Eng. 362, Article ID 112861, 21 p. (2020; Zbl 1439.90078) Full Text: DOI
Rojas Gonzalez, Sebastian; Jalali, Hamed; van Nieuwenhuyse, Inneke A multiobjective stochastic simulation optimization algorithm. (English) Zbl 1441.90151 Eur. J. Oper. Res. 284, No. 1, 212-226 (2020). MSC: 90C29 62H11 62K20 62-08 90C90 PDF BibTeX XML Cite \textit{S. Rojas Gonzalez} et al., Eur. J. Oper. Res. 284, No. 1, 212--226 (2020; Zbl 1441.90151) Full Text: DOI
Rojas-Gonzalez, Sebastian; van Nieuwenhuyse, Inneke A survey on kriging-based infill algorithms for multiobjective simulation optimization. (English) Zbl 07157826 Comput. Oper. Res. 116, Article ID 104869, 13 p. (2020). MSC: 90B PDF BibTeX XML Cite \textit{S. Rojas-Gonzalez} and \textit{I. van Nieuwenhuyse}, Comput. Oper. Res. 116, Article ID 104869, 13 p. (2020; Zbl 07157826) Full Text: DOI
Rabinowicz, Assaf; Rosset, Saharon Assessing prediction error at interpolation and extrapolation points. (English) Zbl 1439.62204 Electron. J. Stat. 14, No. 1, 272-301 (2020). Reviewer: Thorsten Dickhaus (Berlin) MSC: 62M20 62M30 62B10 PDF BibTeX XML Cite \textit{A. Rabinowicz} and \textit{S. Rosset}, Electron. J. Stat. 14, No. 1, 272--301 (2020; Zbl 1439.62204) Full Text: DOI Euclid
Rumpfkeil, Markus P.; Beran, Philip Multi-fidelity surrogate models for flutter database generation. (English) Zbl 07149131 Comput. Fluids 197, Article ID 104372, 9 p. (2020). MSC: 76 PDF BibTeX XML Cite \textit{M. P. Rumpfkeil} and \textit{P. Beran}, Comput. Fluids 197, Article ID 104372, 9 p. (2020; Zbl 07149131) Full Text: DOI
Owhadi, Houman; Yoo, Gene Ryan Kernel flows: from learning kernels from data into the abyss. (English) Zbl 1452.65028 J. Comput. Phys. 389, 22-47 (2019). MSC: 65D05 68T07 37H10 PDF BibTeX XML Cite \textit{H. Owhadi} and \textit{G. R. Yoo}, J. Comput. Phys. 389, 22--47 (2019; Zbl 1452.65028) Full Text: DOI
Cortesi, Andrea F.; Jannoun, Ghina; Congedo, Pietro M. Kriging-sparse polynomial dimensional decomposition surrogate model with adaptive refinement. (English) Zbl 1451.62082 J. Comput. Phys. 380, 212-242 (2019). MSC: 62J10 65C20 PDF BibTeX XML Cite \textit{A. F. Cortesi} et al., J. Comput. Phys. 380, 212--242 (2019; Zbl 1451.62082) Full Text: DOI
Dehghan, Mehdi; Abbaszadeh, Mostafa The solution of nonlinear Green-Naghdi equation arising in water sciences via a meshless method which combines moving Kriging interpolation shape functions with the weighted essentially non-oscillatory method. (English) Zbl 07263930 Commun. Nonlinear Sci. Numer. Simul. 68, 220-239 (2019). MSC: 65M06 65M60 PDF BibTeX XML Cite \textit{M. Dehghan} and \textit{M. Abbaszadeh}, Commun. Nonlinear Sci. Numer. Simul. 68, 220--239 (2019; Zbl 07263930) Full Text: DOI
Salemi, Peter; Staum, Jeremy; Nelson, Barry L. Generalized integrated Brownian fields for simulation metamodeling. (English) Zbl 1444.90003 Oper. Res. 67, No. 3, 874-891 (2019). MSC: 90-10 90C59 PDF BibTeX XML Cite \textit{P. Salemi} et al., Oper. Res. 67, No. 3, 874--891 (2019; Zbl 1444.90003) Full Text: DOI
Sun, Furong; Gramacy, Robert B.; Haaland, Benjamin; Lu, Siyuan; Hwang, Youngdeok Synthesizing simulation and field data of solar irradiance. (English) Zbl 07260639 Stat. Anal. Data Min. 12, No. 4, 311-324 (2019). MSC: 62 68 PDF BibTeX XML Cite \textit{F. Sun} et al., Stat. Anal. Data Min. 12, No. 4, 311--324 (2019; Zbl 07260639) Full Text: DOI
Mu, Gang; Sun, Yongchao; Xu, Chenglong Inventory system optimization based on improved tree search method. (Chinese. English summary) Zbl 1449.90012 J. Tongji Univ., Nat. Sci. 47, No. 12, 1831-1836 (2019). MSC: 90B05 90C15 PDF BibTeX XML Cite \textit{G. Mu} et al., J. Tongji Univ., Nat. Sci. 47, No. 12, 1831--1836 (2019; Zbl 1449.90012) Full Text: DOI
Mohammadi, Arash; Raisee, Mehrdad Stochastic field representation using bi-fidelity combination of proper orthogonal decomposition and kriging. (English) Zbl 1442.65114 Comput. Methods Appl. Mech. Eng. 357, Article ID 112589, 31 p. (2019). MSC: 65K99 PDF BibTeX XML Cite \textit{A. Mohammadi} and \textit{M. Raisee}, Comput. Methods Appl. Mech. Eng. 357, Article ID 112589, 31 p. (2019; Zbl 1442.65114) Full Text: DOI
Meng, Zeng; Zhang, Zhuohui; Zhang, Dequan; Yang, Dixiong An active learning method combining kriging and accelerated chaotic single loop approach (AK-ACSLA) for reliability-based design optimization. (English) Zbl 1442.74156 Comput. Methods Appl. Mech. Eng. 357, Article ID 112570, 21 p. (2019). MSC: 74P05 65N30 90B25 PDF BibTeX XML Cite \textit{Z. Meng} et al., Comput. Methods Appl. Mech. Eng. 357, Article ID 112570, 21 p. (2019; Zbl 1442.74156) Full Text: DOI
Jelsema, Casey M.; Kwok, Richard K.; Peddada, Shyamal D. Threshold knot selection for large-scale spatial models with applications to the Deepwater Horizon disaster. (English) Zbl 07193830 J. Stat. Comput. Simulation 89, No. 11, 2121-2137 (2019). MSC: 62 PDF BibTeX XML Cite \textit{C. M. Jelsema} et al., J. Stat. Comput. Simulation 89, No. 11, 2121--2137 (2019; Zbl 07193830) Full Text: DOI
Zhang, Jize; Taflanidis, Alexandros A. Accelerating MCMC via Kriging-based adaptive independent proposals and delayed rejection. (English) Zbl 1441.65002 Comput. Methods Appl. Mech. Eng. 355, 1124-1147 (2019). MSC: 65C05 60J22 PDF BibTeX XML Cite \textit{J. Zhang} and \textit{A. A. Taflanidis}, Comput. Methods Appl. Mech. Eng. 355, 1124--1147 (2019; Zbl 1441.65002) Full Text: DOI
Raponi, Elena; Bujny, Mariusz; Olhofer, Markus; Aulig, Nikola; Boria, Simonetta; Duddeck, Fabian Kriging-assisted topology optimization of crash structures. (English) Zbl 1440.74308 Comput. Methods Appl. Mech. Eng. 348, 730-752 (2019). MSC: 74P15 74S99 PDF BibTeX XML Cite \textit{E. Raponi} et al., Comput. Methods Appl. Mech. Eng. 348, 730--752 (2019; Zbl 1440.74308) Full Text: DOI
Shi, Renhe; Liu, Li; Long, Teng; Wu, Yufei; Tang, Yifan Filter-based adaptive Kriging method for black-box optimization problems with expensive objective and constraints. (English) Zbl 1440.62299 Comput. Methods Appl. Mech. Eng. 347, 782-805 (2019). MSC: 62K05 60G35 62K20 90C56 PDF BibTeX XML Cite \textit{R. Shi} et al., Comput. Methods Appl. Mech. Eng. 347, 782--805 (2019; Zbl 1440.62299) Full Text: DOI
Zhang, Jinhao; Xiao, Mi; Gao, Liang; Chu, Sheng A combined projection-outline-based active learning Kriging and adaptive importance sampling method for hybrid reliability analysis with small failure probabilities. (English) Zbl 1440.65009 Comput. Methods Appl. Mech. Eng. 344, 13-33 (2019). MSC: 65C05 60G25 62L05 62N05 65G40 PDF BibTeX XML Cite \textit{J. Zhang} et al., Comput. Methods Appl. Mech. Eng. 344, 13--33 (2019; Zbl 1440.65009) Full Text: DOI
Qian, Hua-Ming; Huang, Hong-Zhong; Li, Yan-Feng A novel single-loop procedure for time-variant reliability analysis based on Kriging model. (English) Zbl 07187255 Appl. Math. Modelling 75, 735-748 (2019). MSC: 62 90 PDF BibTeX XML Cite \textit{H.-M. Qian} et al., Appl. Math. Modelling 75, 735--748 (2019; Zbl 07187255) Full Text: DOI
Kang, Kyeonghwan; Qin, Caiyan; Lee, Bongjae; Lee, Ikjin Modified screening-based Kriging method with cross validation and application to engineering design. (English) Zbl 07186586 Appl. Math. Modelling 70, 626-642 (2019). MSC: 00 PDF BibTeX XML Cite \textit{K. Kang} et al., Appl. Math. Modelling 70, 626--642 (2019; Zbl 07186586) Full Text: DOI
Shi, Yan; Lu, Zhenzhou; Xu, Liyang; Chen, Siyu An adaptive multiple-Kriging-surrogate method for time-dependent reliability analysis. (English) Zbl 07186582 Appl. Math. Modelling 70, 545-571 (2019). MSC: 00 PDF BibTeX XML Cite \textit{Y. Shi} et al., Appl. Math. Modelling 70, 545--571 (2019; Zbl 07186582) Full Text: DOI
Zhang, Jinhao; Xiao, Mi; Gao, Liang A new method for reliability analysis of structures with mixed random and convex variables. (English) Zbl 07186563 Appl. Math. Modelling 70, 206-220 (2019). MSC: 00 PDF BibTeX XML Cite \textit{J. Zhang} et al., Appl. Math. Modelling 70, 206--220 (2019; Zbl 07186563) Full Text: DOI
Gao, F. L.; Bai, Y. C.; Lin, C.; Kim, I. Y. A time-space Kriging-based sequential metamodeling approach for multi-objective crashworthiness optimization. (English) Zbl 07186531 Appl. Math. Modelling 69, 378-404 (2019). MSC: 74 93 PDF BibTeX XML Cite \textit{F. L. Gao} et al., Appl. Math. Modelling 69, 378--404 (2019; Zbl 07186531) Full Text: DOI
Chen, Liming; Qiu, Haobo; Gao, Liang; Jiang, Chen; Yang, Zan A screening-based gradient-enhanced Kriging modeling method for high-dimensional problems. (English) Zbl 07186512 Appl. Math. Modelling 69, 15-31 (2019). MSC: 68 91 PDF BibTeX XML Cite \textit{L. Chen} et al., Appl. Math. Modelling 69, 15--31 (2019; Zbl 07186512) Full Text: DOI
Nasirzadeh, Roya; Mateu, Jeorge; Soltani, Ahmad Reza On a linear functional mixed effect model for spatial data. (English) Zbl 1438.62106 J. Iran. Stat. Soc. JIRSS 18, No. 2, 115-137 (2019). MSC: 62H11 62R10 62H25 PDF BibTeX XML Cite \textit{R. Nasirzadeh} et al., J. Iran. Stat. Soc. JIRSS 18, No. 2, 115--137 (2019; Zbl 1438.62106) Full Text: DOI
Sun, Furong; Gramacy, Robert B.; Haaland, Benjamin; Lawrence, Earl; Walker, Andrew Emulating satellite drag from large simulation experiments. (English) Zbl 1430.62085 SIAM/ASA J. Uncertain. Quantif. 7, 720-759 (2019). MSC: 62G08 62P35 85A05 83F05 PDF BibTeX XML Cite \textit{F. Sun} et al., SIAM/ASA J. Uncertain. Quantif. 7, 720--759 (2019; Zbl 1430.62085) Full Text: DOI
Yang, Kaifeng; Emmerich, Michael; Deutz, André; Bäck, Thomas Efficient computation of expected hypervolume improvement using box decomposition algorithms. (English) Zbl 1428.90157 J. Glob. Optim. 75, No. 1, 3-34 (2019). MSC: 90C29 90C15 PDF BibTeX XML Cite \textit{K. Yang} et al., J. Glob. Optim. 75, No. 1, 3--34 (2019; Zbl 1428.90157) Full Text: DOI
Wang, Feng; Lin, Gao; Zhou, Yi-hong; Chen, Deng-hong Element-free Galerkin scaled boundary method based on moving Kriging interpolation for steady heat conduction analysis. (English) Zbl 07110354 Eng. Anal. Bound. Elem. 106, 440-451 (2019). MSC: 74 65 PDF BibTeX XML Cite \textit{F. Wang} et al., Eng. Anal. Bound. Elem. 106, 440--451 (2019; Zbl 07110354) Full Text: DOI
Litvinenko, Alexander; Keyes, David; Khoromskaia, Venera; Khoromskij, Boris N.; Matthies, Hermann G. Tucker tensor analysis of Matérn functions in spatial statistics. (English) Zbl 1420.60084 Comput. Methods Appl. Math. 19, No. 1, 101-122 (2019). MSC: 60H15 60H35 65N25 PDF BibTeX XML Cite \textit{A. Litvinenko} et al., Comput. Methods Appl. Math. 19, No. 1, 101--122 (2019; Zbl 1420.60084) Full Text: arXiv
Addo, E. jun.; Chanda, E. K.; Metcalfe, A. V. Spatial pair-copula model of grade for an anisotropic gold deposit. (English) Zbl 1421.86015 Math. Geosci. 51, No. 5, 553-578 (2019). MSC: 86A32 62H05 62H11 PDF BibTeX XML Cite \textit{E. Addo jun.} et al., Math. Geosci. 51, No. 5, 553--578 (2019; Zbl 1421.86015) Full Text: DOI
Davis, Benjamin J. K.; Curriero, Frank C. Development and evaluation of geostatistical methods for non-Euclidean-based spatial covariance matrices. (English) Zbl 1421.86017 Math. Geosci. 51, No. 6, 767-791 (2019); correction ibid. 51, No. 6, 843 (2019). MSC: 86A32 60G25 62M30 PDF BibTeX XML Cite \textit{B. J. K. Davis} and \textit{F. C. Curriero}, Math. Geosci. 51, No. 6, 767--791 (2019; Zbl 1421.86017) Full Text: DOI
Yun, Xin; Hong, L. Jeff; Jiang, Guangxin; Wang, Shouyang On gamma estimation via matrix kriging. (English) Zbl 1418.91615 Nav. Res. Logist. 66, No. 5, 393-410 (2019). MSC: 91G70 PDF BibTeX XML Cite \textit{X. Yun} et al., Nav. Res. Logist. 66, No. 5, 393--410 (2019; Zbl 1418.91615) Full Text: DOI
Lagos-Álvarez, Bernardo; Padilla, Leonardo; Mateu, Jorge; Ferreira, Guillermo A Kalman filter method for estimation and prediction of space-time data with an autoregressive structure. (English) Zbl 1422.62285 J. Stat. Plann. Inference 203, 117-130 (2019). MSC: 62M10 62M20 62P35 86A32 62H11 62P12 PDF BibTeX XML Cite \textit{B. Lagos-Álvarez} et al., J. Stat. Plann. Inference 203, 117--130 (2019; Zbl 1422.62285) Full Text: DOI
Benoumechiara, Nazih; Elie-Dit-Cosaque, Kevin Shapley effects for sensitivity analysis with dependent inputs: bootstrap and kriging-based algorithms. (English) Zbl 1421.62043 ESAIM, Proc. Surv. 65, 266-293 (2019). MSC: 62G09 62G15 91A12 PDF BibTeX XML Cite \textit{N. Benoumechiara} and \textit{K. Elie-Dit-Cosaque}, ESAIM, Proc. Surv. 65, 266--293 (2019; Zbl 1421.62043) Full Text: DOI
Muré, Joseph Optimal compromise between incompatible conditional probability distributions, with application to objective Bayesian kriging. (English) Zbl 1420.62117 ESAIM, Probab. Stat. 23, 271-309 (2019). MSC: 62F15 62M30 60G15 PDF BibTeX XML Cite \textit{J. Muré}, ESAIM, Probab. Stat. 23, 271--309 (2019; Zbl 1420.62117) Full Text: DOI
Thai, Chien H.; Nguyen-Xuan, H. A moving Kriging interpolation meshfree method based on naturally stabilized nodal integration scheme for plate analysis. (English) Zbl 07072987 Int. J. Comput. Methods 16, No. 4, Article ID 1850100, 37 p. (2019). MSC: 74 65 PDF BibTeX XML Cite \textit{C. H. Thai} and \textit{H. Nguyen-Xuan}, Int. J. Comput. Methods 16, No. 4, Article ID 1850100, 37 p. (2019; Zbl 07072987) Full Text: DOI
Morse, Llewellyn; Sharif Khodaei, Zahra; Aliabadi, M. H. A multi-fidelity boundary element method for structural reliability analysis with higher-order sensitivities. (English) Zbl 07063040 Eng. Anal. Bound. Elem. 104, 183-196 (2019). MSC: 74 65 PDF BibTeX XML Cite \textit{L. Morse} et al., Eng. Anal. Bound. Elem. 104, 183--196 (2019; Zbl 07063040) Full Text: DOI
Zeng, Wei; Ren, Tao; Yu, Lijun; Huang, Jingjing Design optimization of a VX gasket structure for a subsea connector based on the Kriging surrogate model-NSGA-II algorithm considering the load randomness. (English) Zbl 07054476 Algorithms (Basel) 12, No. 2, Paper No. 42, 15 p. (2019). MSC: 74 62 PDF BibTeX XML Cite \textit{W. Zeng} et al., Algorithms (Basel) 12, No. 2, Paper No. 42, 15 p. (2019; Zbl 07054476) Full Text: DOI
Sauder, Thomas; Marelli, Stefano; Sørensen, Asgeir J. Probabilistic robust design of control systems for high-fidelity cyber-physical testing. (English) Zbl 1415.93094 Automatica 101, 111-119 (2019). MSC: 93B35 93B40 93B51 PDF BibTeX XML Cite \textit{T. Sauder} et al., Automatica 101, 111--119 (2019; Zbl 1415.93094) Full Text: DOI
Granados-Ortiz, Francisco-Javier; Pérez Arroyo, Carlos; Puigt, Guillaume; Lai, Choi-Hong; Airiau, Christophe On the influence of uncertainty in computational simulations of a high-speed jet flow from an aircraft exhaust. (English) Zbl 1410.76090 Comput. Fluids 180, 139-158 (2019). MSC: 76F65 76M35 PDF BibTeX XML Cite \textit{F.-J. Granados-Ortiz} et al., Comput. Fluids 180, 139--158 (2019; Zbl 1410.76090) Full Text: DOI
Chang, Ming-Chung; Cheng, Shao-Wei; Cheng, Ching-Shui Signal aliasing in Gaussian random fields for experiments with qualitative factors. (English) Zbl 1417.62223 Ann. Stat. 47, No. 2, 909-935 (2019). Reviewer: Fabio Rapallo (Alessandria) MSC: 62K15 60G60 94A12 PDF BibTeX XML Cite \textit{M.-C. Chang} et al., Ann. Stat. 47, No. 2, 909--935 (2019; Zbl 1417.62223) Full Text: DOI Euclid
Huang, Chunfeng; Zhang, Haimeng; Robeson, Scott M.; Shields, Jacob Intrinsic random functions on the sphere. (English) Zbl 1453.60101 Stat. Probab. Lett. 146, 7-14 (2019). MSC: 60G60 62M30 60-08 PDF BibTeX XML Cite \textit{C. Huang} et al., Stat. Probab. Lett. 146, 7--14 (2019; Zbl 1453.60101) Full Text: DOI arXiv
Guhaniyogi, Rajarshi; Banerjee, Sudipto Multivariate spatial meta kriging. (English) Zbl 1407.62345 Stat. Probab. Lett. 144, 3-8 (2019). MSC: 62M30 62F15 62H11 PDF BibTeX XML Cite \textit{R. Guhaniyogi} and \textit{S. Banerjee}, Stat. Probab. Lett. 144, 3--8 (2019; Zbl 1407.62345) Full Text: DOI
Tu, Sanshan; Yang, Hongqi; Dong, LeiLei; Huang, Yi A stabilized moving Kriging interpolation method and its application in boundary node method. (English) Zbl 07014407 Eng. Anal. Bound. Elem. 100, 14-23 (2019). MSC: 41 65 PDF BibTeX XML Cite \textit{S. Tu} et al., Eng. Anal. Bound. Elem. 100, 14--23 (2019; Zbl 07014407) Full Text: DOI
Vu, Tan-Van; Khosravifard, Amir; Hematiyan, M. R.; Bui, Tinh Quoc Enhanced meshfree method with new correlation functions for functionally graded plates using a refined inverse sin shear deformation plate theory. (English) Zbl 1406.74456 Eur. J. Mech., A, Solids 74, 160-175 (2019). MSC: 74K20 PDF BibTeX XML Cite \textit{T.-V. Vu} et al., Eur. J. Mech., A, Solids 74, 160--175 (2019; Zbl 1406.74456) Full Text: DOI
Li, Xiaolin; Li, Shuling A meshless projection iterative method for nonlinear Signorini problems using the moving Kriging interpolation. (English) Zbl 1404.65306 Eng. Anal. Bound. Elem. 98, 243-252 (2019). MSC: 65N99 PDF BibTeX XML Cite \textit{X. Li} and \textit{S. Li}, Eng. Anal. Bound. Elem. 98, 243--252 (2019; Zbl 1404.65306) Full Text: DOI
Wang, Bing; Hu, Jiaqiao Some monotonicity results for stochastic Kriging metamodels in sequential settings. (English) Zbl 07271638 INFORMS J. Comput. 30, No. 2, 278-294 (2018). MSC: 60 PDF BibTeX XML Cite \textit{B. Wang} and \textit{J. Hu}, INFORMS J. Comput. 30, No. 2, 278--294 (2018; Zbl 07271638) Full Text: DOI
Hu, Rui Robust design for the estimation of a threshold probability. (English. French summary) Zbl 07193343 Can. J. Stat. 46, No. 3, 470-481 (2018). MSC: 62 PDF BibTeX XML Cite \textit{R. Hu}, Can. J. Stat. 46, No. 3, 470--481 (2018; Zbl 07193343) Full Text: DOI
Zhang, Jinhao; Xiao, Mi; Gao, Liang; Fu, Junjian A novel projection outline based active learning method and its combination with Kriging metamodel for hybrid reliability analysis with random and interval variables. (English) Zbl 1441.65009 Comput. Methods Appl. Mech. Eng. 341, 32-52 (2018). MSC: 65C20 65G30 PDF BibTeX XML Cite \textit{J. Zhang} et al., Comput. Methods Appl. Mech. Eng. 341, 32--52 (2018; Zbl 1441.65009) Full Text: DOI
Chatterjee, Tanmoy; Chowdhury, Rajib \(h\)-\(p\) adaptive model based approximation of moment free sensitivity indices. (English) Zbl 1441.65004 Comput. Methods Appl. Mech. Eng. 332, 572-599 (2018). MSC: 65C20 PDF BibTeX XML Cite \textit{T. Chatterjee} and \textit{R. Chowdhury}, Comput. Methods Appl. Mech. Eng. 332, 572--599 (2018; Zbl 1441.65004) Full Text: DOI
Dubreuil, S.; Bartoli, N.; Gogu, C.; Lefebvre, T.; Colomer, J. Mas Extreme value oriented random field discretization based on an hybrid polynomial chaos expansion – Kriging approach. (English) Zbl 1440.60007 Comput. Methods Appl. Mech. Eng. 332, 540-571 (2018). MSC: 60-08 65C20 62-08 PDF BibTeX XML Cite \textit{S. Dubreuil} et al., Comput. Methods Appl. Mech. Eng. 332, 540--571 (2018; Zbl 1440.60007) Full Text: DOI
Vahedi, Jafar; Ghasemi, Mohammad Reza; Miri, Mahmoud An adaptive divergence-based method for structural reliability analysis via multiple kriging models. (English) Zbl 1442.74160 Appl. Math. Modelling 62, 542-561 (2018). MSC: 74P10 62N05 74S99 90B25 PDF BibTeX XML Cite \textit{J. Vahedi} et al., Appl. Math. Modelling 62, 542--561 (2018; Zbl 1442.74160) Full Text: DOI
Xiao, Ning-Cong; Zuo, Ming J.; Guo, Wei Efficient reliability analysis based on adaptive sequential sampling design and cross-validation. (English) Zbl 07166852 Appl. Math. Modelling 58, 404-420 (2018). MSC: 62 93 PDF BibTeX XML Cite \textit{N.-C. Xiao} et al., Appl. Math. Modelling 58, 404--420 (2018; Zbl 07166852) Full Text: DOI
Vu, Tan-Van; Khosravifard, Amir; Hematiyan, M. R.; Bui, Tinh Quoc A new refined simple TSDT-based effective meshfree method for analysis of through-thickness FG plates. (English) Zbl 07166745 Appl. Math. Modelling 57, 514-534 (2018). MSC: 74 65 PDF BibTeX XML Cite \textit{T.-V. Vu} et al., Appl. Math. Modelling 57, 514--534 (2018; Zbl 07166745) Full Text: DOI
Nguyen, Man V. M.; Nguyen, Nhut C. Analyzing imcomplete spatial data in air pollution prediction. (English) Zbl 1426.62354 Southeast Asian J. Sci. 6, No. 2, 111-133 (2018). MSC: 62P12 86A10 PDF BibTeX XML Cite \textit{M. V. M. Nguyen} and \textit{N. C. Nguyen}, Southeast Asian J. Sci. 6, No. 2, 111--133 (2018; Zbl 1426.62354)
Wang, Fangpo; Bhattacharya, Anirban; Gelfand, Alan E. Process modeling for slope and aspect with application to elevation data maps. (English) Zbl 1426.60042 Test 27, No. 4, 749-772 (2018). MSC: 60G15 62M30 62H11 62F15 PDF BibTeX XML Cite \textit{F. Wang} et al., Test 27, No. 4, 749--772 (2018; Zbl 1426.60042) Full Text: DOI
Mosammam, Ali M.; Mateu, Jorge A penalized likelihood method for nonseparable space-time generalized additive models. (English) Zbl 1421.62096 AStA, Adv. Stat. Anal. 102, No. 3, 333-357 (2018). MSC: 62J12 62H11 62P12 62H20 PDF BibTeX XML Cite \textit{A. M. Mosammam} and \textit{J. Mateu}, AStA, Adv. Stat. Anal. 102, No. 3, 333--357 (2018; Zbl 1421.62096) Full Text: DOI
Xiao, Manyu; Zhang, Guohua; Breitkopf, Piotr; Villon, Pierre; Zhang, Weihong Extended co-Kriging interpolation method based on multi-fidelity data. (English) Zbl 1426.76199 Appl. Math. Comput. 323, 120-131 (2018). MSC: 76G25 76M25 00A71 PDF BibTeX XML Cite \textit{M. Xiao} et al., Appl. Math. Comput. 323, 120--131 (2018; Zbl 1426.76199) Full Text: DOI
Mak, Simon; Sung, Chih-Li; Wang, Xingjian; Yeh, Shiang-Ting; Chang, Yu-Hung; Joseph, V. Roshan; Yang, Vigor; Wu, C. F. Jeff An efficient surrogate model for emulation and physics extraction of large eddy simulations. (English) Zbl 1409.62258 J. Am. Stat. Assoc. 113, No. 524, 1443-1456 (2018). MSC: 62P30 62K99 76F55 76F65 PDF BibTeX XML Cite \textit{S. Mak} et al., J. Am. Stat. Assoc. 113, No. 524, 1443--1456 (2018; Zbl 1409.62258) Full Text: DOI
Mehdad, Ehsan; Kleijnen, Jack P. C. Stochastic intrinsic Kriging for simulation metamodeling. (English) Zbl 1420.60049 Appl. Stoch. Models Bus. Ind. 34, No. 3, 322-337 (2018). MSC: 60G15 65C50 PDF BibTeX XML Cite \textit{E. Mehdad} and \textit{J. P. C. Kleijnen}, Appl. Stoch. Models Bus. Ind. 34, No. 3, 322--337 (2018; Zbl 1420.60049) Full Text: DOI
Petitgas, Pierre; Woillez, Mathieu; Doray, Mathieu; Rivoirard, Jacques Indicator-based geostatistical models for mapping fish survey data. (English) Zbl 1406.86036 Math. Geosci. 50, No. 2, 187-208 (2018). MSC: 86A32 62P12 PDF BibTeX XML Cite \textit{P. Petitgas} et al., Math. Geosci. 50, No. 2, 187--208 (2018; Zbl 1406.86036) Full Text: DOI
Thimmisetty, Charanraj A.; Ghanem, Roger G.; White, Joshua A.; Chen, Xiao High-dimensional intrinsic interpolation using Gaussian process regression and diffusion maps. (English) Zbl 1406.86047 Math. Geosci. 50, No. 1, 77-96 (2018). MSC: 86A60 86A22 PDF BibTeX XML Cite \textit{C. A. Thimmisetty} et al., Math. Geosci. 50, No. 1, 77--96 (2018; Zbl 1406.86047) Full Text: DOI
Jafrasteh, Bahram; Fathianpour, Nader; Suárez, Alberto Comparison of machine learning methods for copper ore grade estimation. (English) Zbl 1405.68292 Comput. Geosci. 22, No. 5, 1371-1388 (2018). MSC: 68T05 86A04 PDF BibTeX XML Cite \textit{B. Jafrasteh} et al., Comput. Geosci. 22, No. 5, 1371--1388 (2018; Zbl 1405.68292) Full Text: DOI
Mandrekar, V. Lebesgue decomposition of probability measures: applications to equivalence, singularity and Kriging. (English) Zbl 1405.60052 Expo. Math. 36, No. 3-4, 351-361 (2018). MSC: 60G30 60G15 62M30 PDF BibTeX XML Cite \textit{V. Mandrekar}, Expo. Math. 36, No. 3--4, 351--361 (2018; Zbl 1405.60052) Full Text: DOI