Paul G. Constantine

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Gianluca IaccarinoStanford UniversityVerified email at stanford.edu
David GleichPurdue UniversityVerified email at purdue.edu
Qiqi WangAssociate Professor of Aeronautics and Astronautics, MITVerified email at mit.edu
Tim WildeySandia National LabsVerified email at sandia.gov
Eric PhippsSandia National LaboratoriesVerified email at sandia.gov
Reed M MaxwellPrinceton UniversityVerified email at princeton.edu
Paul Diaz, Ph.D.Red Canyon Software & EngineeringVerified email at colorado.edu
Eric DowRoblox CorporationVerified email at alum.mit.edu
Pranay SeshadriGeorgia Institute of TechnologyVerified email at gatech.edu
Alireza DoostanUniversity of Colorado, BoulderVerified email at colorado.edu
Francisco D. PalaciosEnvironmental Control Systems. The Boeing CompanyVerified email at boeing.com
Troy ButlerUniversity of Colorado DenverVerified email at ucdenver.edu
Michael B. WakinProfessor, Electrical Engineering, Colorado School of MinesVerified email at mines.edu
Zachary del RosarioOlin CollegeVerified email at olin.edu
Clayton WebsterUniversity of Texas at AustinVerified email at utexas.edu
Bauerheim MichaelAssociate professor at ISAE-Supaero (DAEP)Verified email at isae-supaero.fr
Stephane MoreauProfesseur Titulaire, Université de SherbrookeVerified email at usherbrooke.ca
Tan Bui-ThanhAssistant Professor, Department of Aerospace Engineering and Engineering Mechanics, Institute forVerified email at ices.utexas.edu
Stephen PankavichProfessor, Colorado School of MinesVerified email at mines.edu
Jeremy TempletonBluespace.aiVerified email at bluespace.ai

Paul G. Constantine

Assistant Professor of Computer Science, University of Colorado Boulder

Verified email at colorado.edu - Homepage


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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	532	2014
Active Subspaces: Emerging Ideas for Dimension Reduction in Parameter Studies PG Constantine SIAM, Philadelphia, 2015	511	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 Materials …, 2008	230	2008
Sparse pseudospectral approximation method PG Constantine, MS Eldred, ET Phipps Computer Methods in Applied Mechanics and Engineering 229, 1-12, 2012	223	2012
Active subspaces for shape optimization TW Lukaczyk, P Constantine, F Palacios, JJ Alonso 10th AIAA multidisciplinary design optimization conference, 1171, 2014	159	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	151	2015
Global sensitivity metrics from active subspaces PG Constantine, P Diaz Reliability Engineering & System Safety 162, 1-13, 2017	133	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	103	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	91	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	89	2018
Computing active subspaces with Monte Carlo P Constantine, D Gleich arXiv preprint arXiv:1408.0545, 2014	86	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	84	2020
Tall and skinny QR factorizations in MapReduce architectures PG Constantine, DF Gleich Proceedings of the second international workshop on MapReduce and its …, 2011	73	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	68	2010
Active subspaces of airfoil shape parameterizations ZJ Grey, PG Constantine AIAA Journal 56 (5), 2003-2017, 2018	67	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	65	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	62	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	54	2011
Data-driven polynomial ridge approximation using variable projection JM Hokanson, PG Constantine SIAM Journal on Scientific Computing 40 (3), A1566-A1589, 2018	51	2018
Random alpha pagerank PG Constantine, DF Gleich Internet Mathematics 6 (2), 189-236, 2009	51	2009

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