Paul G. Constantine
Paul G. Constantine
Assistant Professor of Computer Science, University of Colorado Boulder
Verified email at - Homepage
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
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
Sparse pseudospectral approximation method
PG Constantine, MS Eldred, ET Phipps
Computer Methods in Applied Mechanics and Engineering 229, 1-12, 2012
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
Global sensitivity metrics from active subspaces
PG Constantine, P Diaz
Reliability Engineering & System Safety 162, 1-13, 2017
Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model
J Jefferson, J Gilbert, P Constantine, R Maxwell
Computers & Geosciences, 2015
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 modified SEIR model for the spread of Ebola in Western Africa and metrics for resource allocation
P Diaz, P Constantine, K Kalmbach, E Jones, S Pankavich
Applied mathematics and computation 324, 141-155, 2018
Computing active subspaces with Monte Carlo
P Constantine, D Gleich
arXiv preprint arXiv:1408.0545, 2014
Gradient-based dimension reduction of multivariate vector-valued functions
O Zahm, PG Constantine, C Prieur, YM Marzouk
SIAM Journal on Scientific Computing 42 (1), A534-A558, 2020
Tall and skinny QR factorizations in MapReduce architectures
PG Constantine, DF Gleich
Proceedings of the second international workshop on MapReduce and itsá…, 2011
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
Active subspaces of airfoil shape parameterizations
ZJ Grey, PG Constantine
AIAA Journal 56 (5), 2003-2017, 2018
Spectral Methods for Parameterized Matrix Equations
PG Constantine, DF Gleich, G Iaccarino
SIAM Journal of Matrix Analysis and Applications 31 (5), 2681–2699, 2010
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
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
Data-driven polynomial ridge approximation using variable projection
JM Hokanson, PG Constantine
SIAM Journal on Scientific Computing 40 (3), A1566-A1589, 2018
Random alpha pagerank
PG Constantine, DF Gleich
Internet Mathematics 6 (2), 189-236, 2009
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