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
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 Materials …, 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
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
Computing active subspaces with Monte Carlo
P Constantine, D Gleich
arXiv preprint arXiv:1408.0545, 2014
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
Tall and skinny QR factorizations in MapReduce architectures
PG Constantine, DF Gleich
Proceedings of the second international workshop on MapReduce and its …, 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
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
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
Random alpha pagerank
PG Constantine, DF Gleich
Internet Mathematics 6 (2), 189-236, 2009
Data-driven polynomial ridge approximation using variable projection
JM Hokanson, PG Constantine
SIAM Journal on Scientific Computing 40 (3), A1566-A1589, 2018
Discovering an active subspace in a single‐diode solar cell model
PG Constantine, B Zaharatos, M Campanelli
Statistical Analysis and Data Mining: The ASA Data Science Journal 8 (5-6 …, 2015
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