Paul G. Constantine - Google Scholar

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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
Alireza DoostanUniversity of Colorado, BoulderVerified email at colorado.edu
Pranay SeshadriImperial College LondonVerified email at imperial.ac.uk
Eric DowAramco AmericasVerified email at alum.mit.edu
Paul Diaz, Ph.D.Nation Renewable Energy LaboratoryVerified email at colorado.edu
Troy ButlerUniversity of Colorado DenverVerified email at ucdenver.edu
Francisco PalaciosAdvanced Concepts BCA. The Boeing CompanyVerified email at boeing.com
Michael EmoryCascade TechnologiesVerified email at cascadetechnologies.com
Michael B. WakinProfessor, Electrical Engineering, Colorado School of MinesVerified email at mines.edu
Bauerheim MichaelAssociate professor at ISAE-Supaero (DAEP)Verified email at isae-supaero.fr
Stephane MoreauProfesseur Titulaire, Université de SherbrookeVerified email at usherbrooke.ca
Zachary del RosarioOlin CollegeVerified email at olin.edu
John N. ShadidComputational Mathematics Dept., Sandia National Labs; Mathematics Dept., University of New MexicoVerified email at sandia.gov
Abraham FlaxmanInstitute for Health Metrics and Evaluation, Department of Health Metrics Sciences, University ofVerified email at alum.mit.edu
Jeremy TempletonSandia National LaboratoriesVerified email at sandia.gov

Paul G. Constantine

Assistant Professor of Computer Science, University of Colorado Boulder

Verified email at colorado.edu - Homepage

Uncertainty quantification model reduction reduced order modeling numerical linear algebra computational science


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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	283	2014
Active Subspaces: Emerging Ideas for Dimension Reduction in Parameter Studies PG Constantine SIAM, Philadelphia, 2015	268	2015
Sparse pseudospectral approximation method PG Constantine, MS Eldred, ET Phipps Computer Methods in Applied Mechanics and Engineering 229, 1-12, 2012	177	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	175	2008
Active subspaces for shape optimization TW Lukaczyk, P Constantine, F Palacios, JJ Alonso 10th AIAA multidisciplinary design optimization conference, 1171, 2014	89	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	87	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	71	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	62	2010
Tall and skinny QR factorizations in MapReduce architectures PG Constantine, DF Gleich Proceedings of the second international workshop on MapReduce and its …, 2011	59	2011
Computing active subspaces with Monte Carlo P Constantine, D Gleich arXiv preprint arXiv:1408.0545, 2014	57	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	57	2010
Global sensitivity metrics from active subspaces PG Constantine, P Diaz Reliability Engineering & System Safety 162, 1-13, 2017	54	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	45	2011
Random alpha pagerank PG Constantine, DF Gleich Internet Mathematics 6 (2), 189-236, 2009	44	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	42	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	40	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	33	2017
Data-driven polynomial ridge approximation using variable projection JM Hokanson, PG Constantine SIAM Journal on Scientific Computing 40 (3), A1566-A1589, 2018	31	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	30*	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	30	2009

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