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Random Forests
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Karhunen–Loève procedure for gappy data
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A natural-norm Successive Constraint Method for inf-sup lower bounds
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Multivariate predictions of local reduced-order-model errors and dimensions
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Analysis of Inexact Trust-Region SQP Algorithms
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Sequential kriging optimization using multiple-fidelity evaluations
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A proper orthogonal decomposition method for nonlinear flows with deforming meshes
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The post-processing approach in the finite element method—part 1: Calculation of displacements, stresses and other higher derivatives of the displacements
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Bayesian calibration of computer models
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Grid Adaptation for Functional Outputs: Application to Two-Dimensional Inviscid Flows
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Missing Point Estimation in Models Described by Proper Orthogonal Decomposition
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Galerkin v. least-squares Petrov–Galerkin projection in nonlinear model reduction
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Parametric Reduced-Order Models for Probabilistic Analysis of Unsteady Aerodynamic Applications
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Turbulence and the dynamics of coherent structures. I. Coherent structures
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Reduced Basis Technique for Nonlinear Analysis of Structures
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April 1980
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Jacobian-free Newton–Krylov methods: a survey of approaches and applications
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Design optimization using hyper-reduced-order models
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A Posteriori Error Estimation for DEIM Reduced Nonlinear Dynamical Systems
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Accurate Solution of Bayesian Inverse Uncertainty Quantification Problems Combining Reduced Basis Methods and Reduction Error Models
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Nonlinear Model Reduction via Discrete Empirical Interpolation
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The ROMES Method for Statistical Modeling of Reduced-Order-Model Error
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A tutorial on support vector regression
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Model Reduction for Large-Scale Systems with High-Dimensional Parametric Input Space
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Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by a Reduced Basis Ensemble Kalman Filter
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