Paul G. Constantine

Available identifiers

zbMath Open constantine.paul-gMaRDI QIDQ388579

List of research outcomes

Publication	Date of Publication	Type
STATISTICAL SURROGATE MODELS FOR PREDICTION OF HIGH-CONSEQUENCE CLIMATE CHANGE	2022-11-04	Paper
Forward and backward uncertainty quantification with active subspaces: application to hypersonic flows around a cylinder	2022-04-07	Paper
A Lipschitz Matrix for Parameter Reduction in Computational Science	2021-06-29	Paper
Discovering an active subspace in a single‐diode solar cell model	2020-10-14	Paper
Time‐dependent global sensitivity analysis with active subspaces for a lithium ion battery model	2020-10-14	Paper
Dimension reduction in magnetohydrodynamics power generation models: Dimensional analysis and active subspaces	2020-10-14	Paper
A near-stationary subspace for ridge approximation	2020-04-06	Paper
Gradient-Based Dimension Reduction of Multivariate Vector-Valued Functions	2020-03-20	Paper
Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments	2020-02-26	Paper
Gaussian Quadrature and Polynomial Approximation for One-Dimensional Ridge Functions	2019-10-30	Paper
Gauss-Christoffel quadrature for inverse regression: applications to computer experiments	2019-10-18	Paper
A density-matching approach for optimization under uncertainty	2019-06-12	Paper
A Lanczos-Stieltjes method for one-dimensional ridge function approximation and integration	2018-08-06	Paper
Data-Driven Polynomial Ridge Approximation Using Variable Projection	2018-06-05	Paper
Inverse regression for ridge recovery II: Numerics	2018-02-05	Paper
Data-driven dimensional analysis: algorithms for unique and relevant dimensionless groups	2017-08-04	Paper
Active subspaces of airfoil shape parameterizations	2017-02-09	Paper
Efficient uncertainty propagation for network multiphysics systems	2016-12-30	Paper
Exploiting active subspaces to quantify uncertainty in the numerical simulation of the hyshot II scramjet	2016-12-05	Paper
Accelerating Markov Chain Monte Carlo with Active Subspaces	2016-09-07	Paper
Dimension reduction in MHD power generation models: dimensional analysis and active subspaces	2016-09-05	Paper
Time-dependent global sensitivity analysis with active subspaces for a lithium ion battery model	2016-06-27	Paper
Many physical laws are ridge functions	2016-05-25	Paper
A randomized algorithm for enumerating zonotope vertices	2016-02-21	Paper
Global sensitivity metrics from active subspaces	2015-10-14	Paper
Active Subspaces	2015-08-18	Paper
Computing Active Subspaces Efficiently with Gradient Sketching	2015-06-12	Paper
Erratum: Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces	2015-03-02	Paper
Model Reduction With MapReduce-enabled Tall and Skinny Singular Value Decomposition	2015-01-23	Paper
Active subspace methods in theory and practice: applications to kriging surfaces	2014-11-17	Paper
Computing active subspaces with Monte Carlo	2014-08-03	Paper
Discovering an active subspace in a single-diode solar cell model	2014-06-30	Paper
A quick-and-dirty check for a one-dimensional active subspace	2014-02-16	Paper
A Lanczos method for approximating composite functions	2014-01-02	Paper
Sparse pseudospectral approximation method	2012-12-17	Paper
Residual Minimizing Model Interpolation for Parameterized Nonlinear Dynamical Systems	2012-10-26	Paper
A Factorization of the Spectral Galerkin System for Parameterized Matrix Equations: Derivation and Applications	2012-02-23	Paper
Input Subspace Detection for Dimension Reduction in High Dimensional Approximation	2012-02-15	Paper
Spectral Methods for Parameterized Matrix Equations	2011-03-02	Paper
Random Alpha PageRank	2011-01-31	Paper
A hybrid collocation/Galerkin scheme for convective heat transfer problems with stochastic boundary conditions	2009-12-07	Paper
Using Polynomial Chaos to Compute the Influence of Multiple Random Surfers in the PageRank Model	2008-04-11	Paper

Research outcomes over time

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