Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces von Constantine, Paul G., Dow, Eric, Wang, Qiqi

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Gradient-Based Dimension Reduction of Multivariate Vector-Valued Functions von Zahm, Olivier, Constantine, Paul G., Prieur, Clémentine, Marzouk, Youssef M.

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Active Subspaces of Airfoil Shape Parameterizations von Grey, Zachary J, Constantine, Paul G

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A near-stationary subspace for ridge approximation von Constantine, Paul G., Eftekhari, Armin, Hokanson, Jeffrey, Ward, Rachel A.

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Sparse pseudospectral approximation method von Constantine, Paul G., Eldred, Michael S., Phipps, Eric T.

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Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model von Jefferson, Jennifer L., Gilbert, James M., Constantine, Paul G., Maxwell, Reed M.

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Gauss–Christoffel quadrature for inverse regression: applications to computer experiments von Glaws, Andrew, Constantine, Paul G.

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Exploring the Sensitivity of Photosynthesis and Stomatal Resistance Parameters in a Land Surface Model von Jefferson, Jennifer L., Maxwell, Reed M., Constantine, Paul G.

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Forward and backward uncertainty quantification with active subspaces: Application to hypersonic flows around a cylinder von Cortesi, Andrea F., Constantine, Paul G., Magin, Thierry E., Congedo, Pietro M.

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Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments von Glaws, Andrew, Constantine, Paul G., Cook, R. Dennis

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Global spatial sensitivity of runoff to subsurface permeability using the active subspace method von Gilbert, James M., Jefferson, Jennifer L., Constantine, Paul G., Maxwell, Reed M.

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Global sensitivity metrics from active subspaces von Constantine, Paul G., Diaz, Paul

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Residual Minimizing Model Interpolation for Parameterized Nonlinear Dynamical Systems von Constantine, Paul G, Wang, Qiqi

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Reprint of: Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model von Jefferson, Jennifer L., Gilbert, James M., Constantine, Paul G., Maxwell, Reed M.

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A hybrid collocation/Galerkin scheme for convective heat transfer problems with stochastic boundary conditions von Constantine, Paul G., Doostan, Alireza, Iaccarino, Gianluca

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Data-Driven Polynomial Ridge Approximation Using Variable Projection von Hokanson, Jeffrey M., Constantine, Paul G.

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A modified SEIR model for the spread of Ebola in Western Africa and metrics for resource allocation von Diaz, Paul, Constantine, Paul, Kalmbach, Kelsey, Jones, Eric, Pankavich, Stephen

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SPECTRAL METHODS FOR PARAMETERIZED MATRIX EQUATIONS von CONSTANTINE, Paul G, GLEICH, David F, IACCARINO, Gianluca

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Accelerating Markov Chain Monte Carlo with Active Subspaces von Constantine, Paul G., Kent, Carson, Bui-Thanh, Tan

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A Factorization of the Spectral Galerkin System for Parameterized Matrix Equations: Derivation and Applications von Constantine, Paul G., Gleich, David F., Iaccarino, Gianluca

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