Alen Alexanderian

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Georg StadlerCourant Institute, New York UniversityPotvrđena adresa e-pošte na cims.nyu.edu
Omar GhattasJackson School of Geosciences, Mechanical Engineering, & Oden Institute, Univ of Texas at AustinPotvrđena adresa e-pošte na ices.utexas.edu
Noemi PetraAssociate Professor, University of California, MercedPotvrđena adresa e-pošte na ucmerced.edu
Omar KnioKing Abdullah University of Science and TechnologyPotvrđena adresa e-pošte na kaust.edu.sa
Arvind K. SaibabaAssociate Professor, North Carolina State UniversityPotvrđena adresa e-pošte na ncsu.edu
Mohamed IskandaraniAssociate Professor of Meteorology and Physical Oceanography, University of MiamiPotvrđena adresa e-pošte na rsmas.miami.edu
Justin WinokurSandia National LabsPotvrđena adresa e-pošte na sandia.gov
George Dimitoglou, Ph.D.Potvrđena adresa e-pošte na ieee.org
Ralph SmithNorth Carolina State UniversityPotvrđena adresa e-pošte na ncsu.edu
Le Maître OlivierDirecteur de Recherche CNRS, CMAP, Ecole PolytechniquePotvrđena adresa e-pošte na polytechnique.edu
Muruhan RathinamUMBCPotvrđena adresa e-pošte na umbc.edu
Habib NajmSandia National LaboratoriesPotvrđena adresa e-pošte na sandia.gov
Sankaran MahadevanJohn R. Murray Sr. Professor of EngineeringPotvrđena adresa e-pošte na vanderbilt.edu
Maher SalloumPrincipal Member of Technical StaffPotvrđena adresa e-pošte na sandia.gov
Ilse C. F. IpsenProfessor of Mathematics, North Carolina State UniversityPotvrđena adresa e-pošte na ncsu.edu
Benjamin W CaplinsNISTPotvrđena adresa e-pošte na nist.gov
Holly GaffOld Dominion UniversityPotvrđena adresa e-pošte na odu.edu
Suzanne LenhartUniversity of TennesseePotvrđena adresa e-pošte na utk.edu
Cosmin SaftaSandia National LabsPotvrđena adresa e-pošte na sandia.gov
Francesco RizziSandia National LabsPotvrđena adresa e-pošte na sandia.gov

Prati

Alen Alexanderian

North Carolina State University

Potvrđena adresa e-pošte na ncsu.edu - Početna stranica

Inverse problems Design of experiments Uncertainty quantification Global sensitivity analysis Multiscale Modeling


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
A Fast and Scalable Method for A-Optimal Design of Experiments for Infinite-dimensional Bayesian Nonlinear Inverse Problems A Alexanderian, N Petra, G Stadler, O Ghattas SIAM Journal on Scientific Computing 38 (1), A243–A272, 2016	121	2016
A-Optimal Design of Experiments for Infinite-Dimensional Bayesian Linear Inverse Problems with Regularized -Sparsification A Alexanderian, N Petra, G Stadler, O Ghattas SIAM Journal on Scientific Computing 36 (5), A2122-A2148, 2014	117	2014
Mean-variance risk-averse optimal control of systems governed by PDEs with random parameter fields using quadratic approximations A Alexanderian, N Petra, G Stadler, O Ghattas SIAM/ASA Journal on Uncertainty Quantification 5 (1), 1166-1192, 2017	72	2017
Global sensitivity analysis in an ocean general circulation model: a sparse spectral projection approach A Alexanderian, J Winokur, I Sraj, A Srinivasan, M Iskandarani, ... Computational Geosciences 16 (3), 757-778, 2012	70	2012
Randomized Matrix-free Trace and Log-Determinant Estimators AK Saibaba, A Alexanderian, ICF Ipsen Numerische Mathematik, 2017	59	2017
JHelioviewer: Visualizing large sets of solar images using JPEG 2000 D Muller, B Fleck, G Dimitoglou, BW Caplins, DE Amadigwe, JPG Ortiz, ... Computing in Science & Engineering 11 (5), 38-47, 2009	58	2009
On Bayesian A-and D-optimal experimental designs in infinite dimensions A Alexanderian, PJ Gloor, O Ghattas http://projecteuclid.org/euclid.ba/1440594948, 2016	55	2016
A brief note on the Karhunen-Loève expansion A Alexanderian arXiv preprint arXiv:1509.07526, 2015	49	2015
An age-structured model for the spread of epidemic cholera: analysis and simulation A Alexanderian, MK Gobbert, KR Fister, H Gaff, S Lenhart, E Schaefer Nonlinear Analysis: Real World Applications 12 (6), 3483-3498, 2011	44	2011
Variance-based sensitivity analysis for time-dependent processes A Alexanderian, PA Gremaud, RC Smith arXiv preprint arXiv:1711.08030, 2020	40	2020
Efficient computation of Sobol'indices for stochastic models JL Hart, A Alexanderian, PA Gremaud SIAM Journal on Scientific Computing., 2017	36	2017
Multiscale stochastic preconditioners in non-intrusive spectral projection A Alexanderian, OP Le Maître, HN Najm, M Iskandarani, OM Knio Journal of Scientific Computing 50 (2), 306-340, 2012	35	2012
Goal-oriented optimal design of experiments for large-scale Bayesian linear inverse problems A Attia, A Alexanderian, AK Saibaba Inverse Problems 34 (9), 095009, 2018	33	2018
Bayesian inference of drag parameters using AXBT data from Typhoon Fanapi I Sraj, M Iskandarani, A Srinivasan, WC Thacker, J Winokur, ... Monthly Weather Review 141 (7), 2347-2367, 2013	32	2013
Efficient D-optimal design of experiments for infinite-dimensional Bayesian linear inverse problems A Alexanderian, AK Saibaba SIAM Journal on Scientific Computing 40 (5), A2956-A2985, 2018	31	2018
A-optimal encoding weights for nonlinear inverse problems, with applications to the Helmholtz inverse problem B Crestel, A Alexanderian, G Stadler, O Ghattas Inverse Problems, 2017	27	2017
Simplified CSP analysis of a stiff stochastic ODE system M Salloum, A Alexanderian, OP Le Maître, HN Najm, OM Knio Computer Methods in Applied Mechanics and Engineering 217, 121-138, 2012	22	2012
Preconditioned Bayesian regression for stochastic chemical kinetics A Alexanderian, F Rizzi, M Rathinam, OP Le Maître, OM Knio Journal of Scientific Computing 58 (3), 592-626, 2014	19	2014
Optimal experimental design for infinite-dimensional Bayesian inverse problems governed by PDEs: A review A Alexanderian arXiv preprint arXiv:2005.12998, 2020	18	2020
On spectral methods for variance based sensitivity analysis A Alexanderian Probability Surveys 10, 51-68, 2013	17	2013

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