Paul G. Constantine
Cited by
Cited by
Active subspace methods in theory and practice: applications to kriging surfaces
PG Constantine, E Dow, Q Wang
SIAM Journal on Scientific Computing 36 (4), A1500-A1524, 2014
Active Subspaces: Emerging Ideas for Dimension Reduction in Parameter Studies
PG Constantine
SIAM, Philadelphia, 2015
Sparse pseudospectral approximation method
PG Constantine, MS Eldred, ET Phipps
Computer Methods in Applied Mechanics and Engineering 229, 1-12, 2012
Evaluation of non-intrusive approaches for Wiener-Askey generalized polynomial chaos
M Eldred, C Webster, P Constantine
49th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materialsá…, 2008
Active subspaces for shape optimization
TW Lukaczyk, P Constantine, F Palacios, JJ Alonso
10th AIAA multidisciplinary design optimization conference, 1171, 2014
Exploiting active subspaces to quantify uncertainty in the numerical simulation of the HyShot II scramjet
PG Constantine, M Emory, J Larsson, G Iaccarino
Journal of Computational Physics 302, 1-20, 2015
Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model
J Jefferson, J Gilbert, P Constantine, R Maxwell
Computers & Geosciences, 2015
Tracking the random surfer: empirically measured teleportation parameters in PageRank
DF Gleich, PG Constantine, AD Flaxman, A Gunawardana
Proceedings of the 19th international conference on World wide web, 381-390, 2010
Tall and skinny QR factorizations in MapReduce architectures
PG Constantine, DF Gleich
Proceedings of the second international workshop on MapReduce and itsá…, 2011
Computing active subspaces with Monte Carlo
P Constantine, D Gleich
arXiv preprint arXiv:1408.0545, 2014
Spectral Methods for Parameterized Matrix Equations
PG Constantine, DF Gleich, G Iaccarino
SIAM Journal of Matrix Analysis and Applications 31 (5), 2681–2699, 2010
Global sensitivity metrics from active subspaces
PG Constantine, P Diaz
Reliability Engineering & System Safety 162, 1-13, 2017
A posteriori error analysis of stochastic differential equations using polynomial chaos expansions
T Butler, C Dawson, T Wildey
SIAM Journal on Scientific Computing 33 (3), 1267-1291, 2011
Random alpha pagerank
PG Constantine, DF Gleich
Internet Mathematics 6 (2), 189-236, 2009
Accelerating Markov chain Monte Carlo with active subspaces
PG Constantine, C Kent, T Bui-Thanh
SIAM Journal on Scientific Computing 38 (5), A2779-A2805, 2016
A posteriori error analysis of parameterized linear systems using spectral methods
T Butler, P Constantine, T Wildey
SIAM Journal on Matrix Analysis and Applications 33 (1), 195-209, 2012
A near-stationary subspace for ridge approximation
PG Constantine, A Eftekhari, J Hokanson, RA Ward
Computer Methods in Applied Mechanics and Engineering 326, 402-421, 2017
Data-driven polynomial ridge approximation using variable projection
JM Hokanson, PG Constantine
SIAM Journal on Scientific Computing 40 (3), A1566-A1589, 2018
A surrogate accelerated Bayesian inverse analysis of the HyShot II supersonic combustion data
PG Constantine, A Doostan, Q Wang, G Iaccarino
13th AIAA Non-Deterministic Approaches Conference, Denver, CO. AIAA-2011-2037, 2010
A hybrid collocation/Galerkin scheme for convective heat transfer problems with stochastic boundary conditions
PG Constantine, A Doostan, G Iaccarino
International journal for numerical methods in engineering 80 (6‐7), 868-880, 2009
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