, , p.95
, Cas-test, vol.1
, Cas-test, vol.2
Conception optimale des structures, Cas-test, vol.3, p.26, 2007. ,
Interlaminar interface modelling for the prediction of delamination, Composite Structures, vol.22, issue.4, pp.235-242, 1992. ,
URL : https://hal.archives-ouvertes.fr/hal-01745254
Proper generalized decomposition of time-multiscale models, International Journal for Numerical Methods in Engineering, vol.90, issue.5, pp.569-596, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01007223
Interpolation method for adapting reduced-order models and application to aeroelasticity, AIAA journal, vol.46, issue.7, pp.1803-1813, 2008. ,
Optimisation bayésienne de plans d'expérience physiques, p.28, 2012. ,
Approche Des Phénomènes Cycliques Par La Méthode à Grand Incrément de Temps. Cachan, Ecole normale supérieure, p.61, 1994. ,
, , 1996.
, Experimental Design and Observation for Large Systems, Journal of the Royal Statistical Society. Series B (Methodological), vol.58, issue.1, pp.77-94
Optimization of Structural Topology, Shape and Material, 1995. ,
Theoretical investigations of the new Cokriging method for variable-fidelity surrogate modeling : Wellposedness and maximum likelihood training, Advances in Computational Mathematics, vol.44, issue.6, pp.1693-1716, 2018. ,
A multi-temporal scale model reduction approach for the computation of fatigue damage, Computer Methods in Applied Mechanics and Engineering, vol.340, p.71, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01832346
Méthode global/local non-intrusive pour les simulations cycliques non-linéaires, vol.102, 2018. ,
Nouvel Algorithme à Grand Incrément de Temps Pour Le Calcul Des Structures Élastoplastiques, vol.6, p.61, 1987. ,
Réduction de modèle par PGD appliqué la simulation en temps réel de solide déformables, 10e Colloque National En Calcul Des Structures, p.45, 2011. ,
Une application de la méthode LATIN au calcul multirésolution de structures non linéaires, vol.8, pp.903-920, 1999. ,
Space-time proper generalized decompositions for the resolution of transient elastodynamic models, Computer Methods in Applied Mechanics and Engineering, vol.255, pp.67-88, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00819289
On the Experimental Attainment of Optimum Conditions, Journal of the Royal Statistical Society. Series B (Methodological), vol.13, issue.1, pp.1-45, 1951. ,
A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning, vol.45, pp.5-32, 2001. ,
Radial basis functions, multi-variable functional interpolation and adaptive networks, 1988. ,
The Convergence of a Class of Double-rank Minimization Algorithms, IMA Journal of Applied Mathematics, vol.6, issue.1, pp.76-90, 1970. ,
The Reference Point Method, a "hyperreduction" technique : Application to PGD-based nonlinear model reduction, Computer Methods in Applied Mechanics and Engineering, vol.322, p.121, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01578466
Goal-oriented updating of mechanical models using the adjoint framework, Computational Mechanics, vol.54, issue.6, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01057077
Une Nouvelle Approche Modulaire Pour l'analyse d'assemblages de Structures Tridimentionnelles, p.21, 1996. ,
Large scale applications on parallel computers of a mixed domain decomposition method, Computational Mechanics, vol.19, issue.4, pp.253-263, 1997. ,
URL : https://hal.archives-ouvertes.fr/hal-00321318
Recent advances and new challenges in the use of the proper generalized decomposition for solving multidimensional models, Arch Comput methods Eng, vol.17, issue.10, pp.327-350, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-01007235
An overview of the proper generalized decomposition with applications in computational rheology, Journal of Non-Newtonian Fluid Mechanics, vol.166, issue.11, pp.578-592, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01061441
The Proper Generalized Decomposition for Advanced Numerical Simulations. SpringerBriefs in Applied Sciences and Technology, p.43, 2014. ,
North-Holland ; Sole distributors for the, Mathematical Elasticity, vol.1, 1988. ,
Une Nouvelle Approche Des Problèmes de Plasticité et Viscoplasticitépar La Méthode à Grand Incrément de Temps, vol.61, p.79, 1989. ,
Plans d'expérience factoriels : Construction et propriétés des fractions de plans, p.28, 1995. ,
Statistical Learning Approaches for Global Optimization, vol.113, 2016. ,
URL : https://hal.archives-ouvertes.fr/tel-01396256
, Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration, Lecture Notes in Computer Science, vol.110, p.121, 2013.
Integration of PGD-virtual charts into an engineering design process, Computational Mechanics, vol.57, issue.4, pp.637-651, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01647844
Variablefidelity modeling of structural analysis of assemblies, Journal of Global Optimization, vol.64, issue.3, p.108, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01625589
Variable metric method for minimization. Rapport technique, ANL-5990 Rev., Argonne National Laboratories, p.26, 1959. ,
Substitution de modèle et approche multifidélité en expérimentation numérique, Journal de la Société Française de Statistique, vol.156, issue.4, pp.21-55, 2015. ,
Upper and lower probabilities induced by a multivalued mapping, Classic Works of the Dempster-Shafer Theory of Belief Functions, p.52, 2008. ,
An asymptotic numerical method to solve large strain viscoplastic problems, Computational plasticity, Fundamentals and Applications, CIMNE, vol.1, pp.393-400, 1997. ,
Micromechanics based framework with second-order damage tensors, European Journal of Mechanics -A/Solids, vol.69, pp.88-98, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01529452
, Mathematical Aspects of Discontinuous Galerkin Methods, volume 69 de Mathématiques et Applications, p.74, 2012.
Adaptation de La Méthode Des Colonies de Fourmis Pour l'optimisation En Variables Continues. Application En Génie Biomedical, p.27, 2004. ,
, Possibility Theory, p.52, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01136336
, Pattern Classification, p.33, 2000.
Introduction à l'optimisation topologique. Rapp. tech. OF-43, 1996. ,
Least angle regression, The Annals of Statistics, vol.32, issue.2, pp.407-499, 2004. ,
Design and Modeling for Computer Experiments, p.25, 2005. ,
On the Error Behavior of the Reduced Basis Technique for Nonlinear Finite Element Approximations, ZAMM -Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik, vol.63, issue.1, pp.21-28, 1983. ,
A New Approach to Variable Metric Algorithms, Computer Journal, vol.13, issue.3, pp.317-322, 1970. ,
A rapidly Convergent Descent Method for Minimization, Computer Journal, vol.6, issue.2, pp.163-168, 1963. ,
Optimization using surrogate models and partially converged computational fluid dynamics simulations, Proceedings of the Royal Society A : Mathematical, Physical and Engineering Sciences, vol.462, p.59, 2006. ,
Multifidelity optimization via surrogate modelling, Proceedings of the Royal Society of London A : Mathematical, Physical and Engineering Sciences, vol.463, pp.3251-3269, 2007. ,
A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting, Journal of Computer and System Sciences, vol.55, issue.1, pp.119-139, 1997. ,
MOOSE : A parallel computational framework for coupled systems of nonlinear equations, Nuclear Engineering and Design, vol.239, issue.10, pp.1768-1778, 2009. ,
Proper Generalized Decomposition based dynamic data-driven control of thermal processes, Computer Methods in Applied Mechanics and Engineering, vol.45, pp.29-41, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01728702
Matérn Cross-Covariance Functions for Multivariate Random Fields, Journal of the American Statistical Association, vol.105, issue.491, p.54, 2010. ,
Genetic Algorithms in Search, Optimization and Machine Learning, p.27, 1989. ,
A Family of Variable Metric Updates Derived by Variational Means, Mathematics of Computation, vol.24, issue.109, pp.23-26, 1970. ,
, Matrix Computations, vol.3, p.44, 1983.
Recursive co-kriging model for Design of Computer experiments with multiple levels of fidelity with an application to hydrodynamic, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00737332
Support vector machines for classification and regression, ISIS technical report, vol.14, pp.85-86, 1998. ,
Algorithm 247 : Radical-inverse Quasi-random Point Sequence, Commun. ACM, vol.7, issue.12, pp.701-702, 1964. ,
Alternative Cokriging Method for Variable-Fidelity Surrogate Modeling, AIAA Journal, vol.50, issue.5, pp.1205-1210, 2012. ,
Hierarchical kriging model for variablefidelity surrogate modeling, AIAA journal, vol.50, issue.9, pp.1885-1896, 2012. ,
The Organization of Behavior : A Neuropsychological Theory, p.10, 2005. ,
A rational strategy for the resolution of parametrized problems in the PGD framework, Computer Methods in Applied Mechanics and Engineering, vol.259, pp.40-49, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01696707
Ridge regression : Biased estimation for nonorthogonal problems, Technometrics, vol.12, issue.1, pp.55-67, 1970. ,
Adaptation in Natural and Artificial Systems an Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence. The University of, p.27, 1975. ,
Global optimization of stochastic black-box via sequential kriging meta-models, Journal of Global Optimization, vol.34, issue.3, pp.441-466, 2006. ,
Isogeometric analysis : CAD, finite elements, NURBS, exact geometry and mesh refinement, Computer Methods in Applied Mechanics and Engineering, vol.194, pp.4135-4195, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-01513346
Sequential Model-Based Optimization for General Algorithm Configuration, Lecture Notes in Computer Science, vol.39, p.110, 2011. ,
Expected Improvements for the Asynchronous Parallel Global Optimization of Expensive Functions : Potentials and Challenges, Hamadi, Y. et Schoenauer, M., éditeurs : Learning and Intelligent Optimization, p.110, 2012. ,
URL : https://hal.archives-ouvertes.fr/emse-00686504
Expected Improvements for the Asynchronous Parallel Global Optimization of Expensive Functions : Potentials and Challenges, Learning and Intelligent Optimization, p.121, 2012. ,
URL : https://hal.archives-ouvertes.fr/emse-00686504
Principal Component Analysis. Springer Series in Statistics, p.44, 2002. ,
Efficient global optimization of expensive black-box functions, Journal of Global optimization, vol.13, issue.4, p.110, 1998. ,
On the use of model order reduction for simulating automated fibre placement processes, Advanced Modeling and Simulation in Engineering Sciences, vol.3, issue.1, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01533026
Elastic Solids with Many Cracks and Related Problems, éditeurs : Advances in Applied Mechanics, vol.30, p.65, 1993. ,
Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations, vol.23, p.113, 2016. ,
, Asynchronous Parallel Bayesian Optimisation via Thompson Sampling, p.121, 2017.
Über lineare Methoden in der Wahrscheinlichkeitsrechnung, 1947. ,
Particle swarm optimization, Proceedings of IEEE International Conference on Neural Networks IV, p.27, 1995. ,
Predicting the output from a complex computer code when fast approximations are available, Biometrika, vol.87, issue.1, pp.1-13, 2000. ,
A compiler for variational forms, ACM Transactions on Mathematical Software, vol.32, issue.3, pp.417-444, 2006. ,
, , 2004.
, Application-driven sequential designs for simulation experiments : Kriging metamodelling, Journal of the Operational Research Society, vol.55, issue.8, pp.876-883
Automatic generation of finite-element code by simultaneous optimization of expressions, Theoretical Computer Science, vol.187, issue.1, pp.231-248, 1997. ,
A statistical approach to some mine valuation and allied problems on the Witwatersrand : By DG Krige, vol.29, p.33, 1951. ,
A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise, Journal of Basic Engineering, vol.86, issue.1, p.111, 1964. ,
Sur une famille d'algorithmes en mécanique des structures. Comptes-rendus des séances de l'Académie des sciences. Série 2, Mécaniquephysique, chimie, sciences de l'univers, sciences de la terre, vol.300, p.61, 1985. ,
Nonlinear Computational Structural Mechanics : New Approaches and Non-Incremental Methods of Calculation, Mechanical Engineering Series, vol.21, p.43, 1999. ,
A multiscale computational approach for contact problems, Computer Methods in Applied Mechanics and Engineering, vol.191, issue.43, pp.4869-4891, 2002. ,
Surfaces generated by moving least squares methods, Mathematics of computation, vol.37, issue.155, pp.141-158, 1981. ,
Bayesian Analysis of Hierarchical Multifidelity Codes, SIAM/ASA Journal on Uncertainty Quantification, vol.1, issue.1, pp.244-269, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00654716
Recursive co-kriging model for Design of Computer experiments with multiple levels of fidelity with an application to hydrodynamic, p.56, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00737332
Mechanics of Solid Materials, p.17, 1994. ,
A 3D shock computational strategy for real assembly and shock attenuator, Advances in Engineering Software, vol.33, issue.7, pp.517-526, 2002. ,
URL : https://hal.archives-ouvertes.fr/hal-01698044
Direct search methods : Then and now, Journal of Computational and Applied Mathematics, vol.124, issue.1-2, pp.191-207, 2000. ,
Model adaptivity for goaloriented inference using adjoints, Computer Methods in Applied Mechanics and Engineering, vol.331, pp.1-22, 2018. ,
Reduced-order fluid/structure modeling of a complete aircraft configuration, Computer Methods in Applied Mechanics and Engineering, vol.195, issue.41, pp.5730-5742, 2006. ,
Handbook of Multisensor Data Fusion : Theory and Practice, p.51, 2017. ,
A concordance correlation coefficient to evaluate reproducibility, Biometrics, vol.45, pp.255-268, 1989. ,
On a measure of the information provided by an experiment, The Annals of Mathematical Statistics, vol.28, pp.986-1005, 1956. ,
Probability Theory II, p.44, 1948. ,
Vulnerability Assessment for Earthquake Liquefaction-Induced Settlements of an Embankment Using Gaussian Processes, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A : Civil Engineering, vol.4, issue.2, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01618529
A new concept of probability metric and its applications in approximation of scattered data sets, Computational Mechanics, vol.33, issue.4, pp.299-304, 2004. ,
The Reduced Basis Element Method : Application to a Thermal Fin Problem, SIAM Journal on Scientific Computing, vol.26, issue.1, p.45, 2004. ,
URL : https://hal.archives-ouvertes.fr/hal-00021699
Préconditionneur grille grossière pour la résolution par solveur ité-ratif de problème éléments-finis fortement nonlinéaires de grandes tailles, 14e colloque national en calcul des structures, p.121, 2019. ,
Principles of geostatistics, Economic geology, vol.58, issue.8, p.33, 1963. ,
A logical calculus of the ideas immanent in nervous activity, The bulletin of mathematical biophysics, vol.5, issue.4, p.32, 1943. ,
The monte carlo method, Journal of the American statistical association, vol.44, issue.247, pp.335-341, 1949. ,
Interpolation sur les variétés grassmanniennes et applications à la réduction de modèles en mécanique, vol.87, 2018. ,
, , 2012.
, Bi-fidelity fitting and optimization, The Journal of Chemical Physics, vol.136, p.54
On Bayesian Methods for Seeking the Extremum, Marchuk, G. I., éditeur : Optimization Techniques IFIP Technical Conference : Novosibirsk, p.110, 1974. ,
The application of Bayesian methods for seeking the extremum, Towards global optimization, vol.2, pp.117-129, 1978. ,
On the reciprocal of the general algebraic matrix, Bull. Am. Math. Soc, vol.26, pp.394-395, 1920. ,
Matrix Fomulation of Co-Kriging, Mathematical Geology, issue.3, p.32, 1982. ,
An as-short-as-possible introduction to the least squares, weighted least squares and moving least squares methods for scattered data approximation and interpolation, vol.130, 2004. ,
Time-space PGD for the rapid solution of 3D nonlinear parametrized problems in the many-query context, International Journal for Numerical Methods in Engineering, vol.103, issue.4, p.99, 2015. ,
La décomposition propre generalisée pour la résolution de problèmes multiphysiques transitolres couples dédiés à la mécanique des matériauxmaillage adaptatif et couplage avec la MAN, vol.47, 2012. ,
A Note on "A Concordance Correlation Coefficient to Evaluate Reproducibility, Biometrics, vol.53, pp.1503-1507, 1997. ,
Numerical Optimization, p.25, 2006. ,
Analytical sensitivity analysis using the extended finite element method in shape optimization of bimaterial structures, International Journal for Numerical Methods in Engineering, vol.107, issue.8, pp.669-695, 2016. ,
A generalized spectral decomposition technique to solve a class of linear stochastic partial differential equations, Computer Methods in Applied Mechanics and Engineering, vol.196, issue.45, pp.4521-4537, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00366619
A priori model reduction through Proper Generalized Decomposition for solving time-dependent partial differential equations, Computer Methods in Applied Mechanics and Engineering, vol.199, p.46, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00455635
A door to model reduction in high-dimensional parameter space, Comptes Rendus Mécanique, vol.55, issue.7, pp.524-531, 1998. ,
Remarks on multi-fidelity surrogates. Structural and Multidisciplinary Optimization, vol.55, pp.1029-1050, 2017. ,
Approximation radiale et méthode LATIN multiéchelle en temps et en espace, vol.11, p.76, 2008. ,
High resolution digital image correlation using proper generalized decomposition : PGD-DIC. International Journal for, Numerical Methods in Engineering, vol.92, issue.6, pp.531-550, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00708541
LIII. On lines and planes of closest fit to systems of points in space. The London, Edinburgh, and Dublin Philosophical Magazine, Journal of Science, vol.2, issue.11, pp.559-572, 1901. ,
A generalized inverse for matrices. Mathematical Proceedings of the Cambridge Philosophical Society, vol.51, pp.406-413, 1955. ,
A benchmark of kriging-based infill criteria for noisy optimization. Structural and Multidisciplinary Optimization, vol.48, p.120, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00658212
Design of computer experiments : Space filling and beyond, Statistics and Computing, vol.22, issue.3, pp.681-701, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00685876
, Gaussian Processes for Machine Learning. Adaptive Computation and Machine Learning, vol.33, p.39, 2006.
Stratégie multiparamétrique pour la conception robuste en fatigue, vol.62, p.71, 2011. ,
A model reduction technique based on the PGD for elastic-viscoplastic computational analysis, Computational Mechanics, vol.51, issue.1, p.79, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01696628
A Sherman-Morrison-Woodbury Identity for Rank Augmenting Matrices with Application to Centering, SIAM Journal on Matrix Analysis and Applications, vol.13, issue.2, pp.659-662, 1992. ,
A stochastic approximation method. The annals of mathematical statistics, vol.26, pp.400-407, 1951. ,
The Bayesian Choice : From Decision-Theoretic Foundations to Computational Implementation, p.36, 2007. ,
The perceptron : A probabilistic model for information storage and organization in the brain, Psychological review, vol.65, issue.6, 1958. ,
Reduced basis approximation and a posteriori error estimation for affinely parametrized elliptic coercive partial differential equations, Archives of Computational Methods in Engineering, vol.15, issue.3, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-01722593
Reduced Basis Approximation and a Posteriori Error Estimation for Affinely Parametrized Elliptic Coercive Partial Differential Equations, Archives of Computational Methods in Engineering, vol.15, issue.3, pp.229-238, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01722593
On thea priori model reduction : Overview and recent developments, Archives of Computational Methods in Engineering, vol.13, issue.1, p.47, 2006. ,
Design and Analysis of Computer Experiments, Statistical Science, vol.4, issue.4, pp.409-423, 1989. ,
Sur une vision non intrusive de la méthode LaTIn-PGD en non linéaire, 24e Congrès Français de Mécanique, 2019. ,
Efficient mold cooling optimization by using model reduction, International Journal of Material Forming, vol.4, issue.1, pp.73-82, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01006784
The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression, SIAM Journal on Optimization, vol.21, issue.3, pp.996-1026, 2011. ,
A Two-dimensional Interpolation Function for Irregularly-spaced Data, Proceedings of the 1968 23rd ACM National Conference, ACM '68, vol.24, p.89, 1968. ,
Annali di Matematica Pura ed Applicata, vol.22, pp.33-143, 1943. ,
A return mapping algorithm for plane stress elastoplasticity, International Journal for Numerical Methods in Engineering, vol.22, issue.3, pp.649-670, 1986. ,
On the Design of Optimization Strategies Based on Global Response Surface Approximation Models, Journal of Global Optimization, vol.33, issue.1, pp.31-59, 2005. ,
On the distribution of points in a cube and the approximate evaluation of integrals, USSR Computational Mathematics and Mathematical Physics, vol.7, issue.4, pp.86-112, 1967. ,
, , 2012.
, Gaussian Process Optimization in the Bandit Setting : No Regret and Experimental Design, IEEE Transactions on Information Theory, vol.58, issue.5, pp.3250-3265
, Meta-models for structural reliability and uncertainty quantification, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00683179
Multi-Task Bayesian Optimization, éditeurs : Advances in Neural Information Processing Systems, vol.26, p.110, 2013. ,
Regression Shrinkage and Selection via the Lasso, Journal of the Royal Statistical Society. Series B (Methodological), vol.58, issue.1, pp.267-288, 1996. ,
Non-invasive implementation of nonlinear Isogeometric Analysis in an industrial FE software. Engineering Computations, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02270773
A posteriori error estimation and adaptivity in non-intrusive couplings between concurrent models, Computer Methods in Applied Mechanics and Engineering, 2019. ,
Automatic Database Management System Tuning Through Large-scale Machine Learning, Proceedings of the 2017 ACM International Conference on Management of Data -SIGMOD '17, p.110, 2017. ,
Pattern recognition using generalized portrait method. Automation and Remote Control, vol.24, pp.774-780, 1963. ,
Support vector method for function approximation, regression estimation, and signal processing, vol.10, p.33, 1996. ,
, Tensor Comprehensions : Framework-Agnostic High-Performance Machine Learning Abstractions, 2018.
Virtual charts of solutions for parametrized nonlinear equations, Computational Mechanics, vol.54, issue.6, p.121, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01657143
Bayesian Optimization in High Dimensions via Random Embeddings, vol.7, p.110, 2012. ,
Direct search methods : Once scorned, now respectable, Numerical Analysis : Proceedings of the 1995 Dundee Biennial Conference in Numerical Analysis, pp.191-208, 1996. ,
Complementary co-kriging : Spatial prediction using data combined from several environmental monitoring networks, Environmetrics, vol.16, issue.11, pp.219-234, 2005. ,
Gradient-enhanced surrogate modeling based on proper orthogonal decomposition, Journal of Computational and Mathematics, vol.237, pp.403-418, 2013. ,
Simplified Cross-Correlation Estimation for Multi-Fidelity Surrogate Cokriging Models, Advances and Applications in Mathematical Sciences, vol.7, pp.181-201, 2010. ,
Regularization and variable selection via the elastic net, Journal of the Royal Statistical Society : Series B (Statistical Methodology), vol.32, pp.301-320, 2017. ,