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Number of items: 78.

2019

Zhang, Qingfu and Owhadi, Houman and Yao, Jun et al. (2019) Multiresolution Operator Decomposition for Flow Simulation in Fractured Porous Media. Journal of Computational Physics, 391 . pp. 381-396. ISSN 0021-9991. http://resolver.caltech.edu/CaltechAUTHORS:20190109-090349439

Owhadi, Houman and Yoo, Gene Ryan (2019) Kernel Flows: From learning kernels from data into the abyss. Journal of Computational Physics, 389 . pp. 22-47. ISSN 0021-9991. http://resolver.caltech.edu/CaltechAUTHORS:20190328-180953225

Budninskiy, Max and Owhadi, Houman and Desbrun, Mathieu (2019) Operator-adapted wavelets for finite-element differential forms. Journal of Computational Physics, 388 . pp. 144-177. ISSN 0021-9991. http://resolver.caltech.edu/CaltechAUTHORS:20190315-100824617

2017

Owhadi, Houman and Scovel, Clint (2017) Qualitative Robustness in Bayesian Inference. ESAIM: Probability and Statistics, 21 . pp. 251-274. ISSN 1292-8100. http://resolver.caltech.edu/CaltechAUTHORS:20160223-152453383

Owhadi, Houman and Zhang, Lei (2017) Gamblets for opening the complexity-bottleneck of implicit schemes for hyperbolic and parabolic ODEs/PDEs with rough coefficients. Journal of Computational Physics, 347 . pp. 99-128. ISSN 0021-9991. http://resolver.caltech.edu/CaltechAUTHORS:20170707-092240450

Khoshnoud, Farbod and Esat, Ibrahim I. and de Silva, Clarence W. et al. (2017) Self-Powered Dynamic Systems in the Framework of Optimal Uncertainty Quantification. Journal of Dynamic Systems, Measurement, and Control, 139 (9). Art. No. 091005. ISSN 0022-0434 . http://resolver.caltech.edu/CaltechAUTHORS:20170825-144657432

Beck, James L. and Zuev, Konstantin M. (2017) Rare-Event Simulation. In: Handbook of Uncertainty Quantification. Springer , Cham, Switzerland, pp. 1075-1100. ISBN 978-3-319-12384-4. http://resolver.caltech.edu/CaltechAUTHORS:20170713-135954829

Owhadi, Houman and Scovel, Clint (2017) Toward Machine Wald. In: Handbook of Uncertainty Quantification. Springer , Cham, Switzerland, pp. 157-191. ISBN 978-3-319-12384-4 . http://resolver.caltech.edu/CaltechAUTHORS:20160224-064915023

Schäfer, F. and Sullivan, T. J. and Owhadi, H. (2017) Compression, inversion, and approximate PCA of dense kernel matrices at near-linear computational complexity. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20170710-083743909

Owhadi, Houman and Scovel, Clint (2017) Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis. . (Unpublished) http://resolver.caltech.edu/CaltechAUTHORS:20170710-085210757

Owhadi, Houman and Scovel, Clint (2017) Separability of reproducing kernel Hilbert spaces. Proceedings of the American Mathematical Society, 145 (5). pp. 2131-2138. ISSN 0002-9939. http://resolver.caltech.edu/CaltechAUTHORS:20160224-070508936

Campbell, Tom and Owhadi, Houman and Sauvageauz, Joe et al. (2017) On testing the simulation theory. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20190109-112815344

Owhadi, Houman (2017) Multigrid with rough coefficients and Multiresolution operator decomposition from Hierarchical Information Games. SIAM Review, 59 (1). pp. 99-149. ISSN 0036-1445. http://resolver.caltech.edu/CaltechAUTHORS:20160223-133809979

Dashti, Masoumeh and Stuart, Andrew M. (2017) The Bayesian Approach to Inverse Problems. In: Handbook of Uncertainty Quantification. Springer , Cham, Switzerland, pp. 311-428. ISBN 978-3-319-12384-4. http://resolver.caltech.edu/CaltechAUTHORS:20161111-104641272

Owhadi, Houman and Scovel, Clint (2017) Extreme points of a ball about a measure with finite support. Communications in Mathematical Sciences , 15 (1). pp. 77-96. ISSN 1539-6746. http://resolver.caltech.edu/CaltechAUTHORS:20160223-151629237

Ghanem, Roger and Higdon, David and Owhadi, Houman, eds. (2017) Handbook of Uncertainty Quantification. Springer , Cham, Switzerland. ISBN 978-3-319-12384-4. http://resolver.caltech.edu/CaltechAUTHORS:20170710-134101026

2016

Khoshnoud, Farbod and Esat, Ibrahim I. and Bonser, Richard H. C. et al. (2016) Self-Powered and Bio-Inspired Dynamic Systems: Research and Education. In: ASME 2016 International Mechanical Engineering Congress and Exposition. Vol.4A. American Society of Mechanical Engineers , New York, NY, Art. No. V04AT05A046. ISBN 978-0-7918-5054-1. http://resolver.caltech.edu/CaltechAUTHORS:20170602-084400992

Tao, Molei and Owhadi, Houman (2016) Variational and linearly implicit integrators, with applications. IMA Journal of Numerical Analysis, 36 (1). pp. 80-107. ISSN 0272-4979. http://resolver.caltech.edu/CaltechAUTHORS:20160317-083434102

Ghanem, Roger and Higdon, David and Owhadi, Houman (2016) Introduction to Uncertainty Quantification. In: Handbook of Uncertainty Quantification. Springer , Cham, Switzerland, pp. 1-4. ISBN 978-3-319-11259-6. http://resolver.caltech.edu/CaltechAUTHORS:20170615-123732747

2015

Owhadi, Houman and Scovel, Clint (2015) Brittleness of Bayesian inference and new Selberg formulas. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20160224-073833523

Tao, Molei and Owhadi, Houman (2015) Temporal homogenization of linear ODEs, with applications to parametric super-resonance and energy harvest. Archive for Rational Mechanics and Analysis, 220 (1). pp. 261-296. ISSN 0003-9527. http://resolver.caltech.edu/CaltechAUTHORS:20160224-071627521

Owhadi, Houman and Scovel, Clint (2015) Conditioning Gaussian measure on Hilbert space. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20160224-065740350

Owhadi, Houman (2015) Bayesian Numerical Homogenization. Multiscale Modeling and Simulation, 13 (3). pp. 812-828. ISSN 1540-3459. http://resolver.caltech.edu/CaltechAUTHORS:20151023-105214463

Han, Shuo and Tao, Molei and Topcu, Ufuk et al. (2015) Convex Optimal Uncertainty Quantification. SIAM Journal of Optimization, 25 (3). pp. 1368-1387. ISSN 1052-6234. http://resolver.caltech.edu/CaltechAUTHORS:20151030-084615377

Owhadi, Houman and Scovel, Clint and Sullivan, Tim (2015) Brittleness of Bayesian inference under finite information in a continuous world. Electronic Journal of Statistics, 9 (1). pp. 1-79. ISSN 1935-7524. http://resolver.caltech.edu/CaltechAUTHORS:20160108-101302184

Owhadi, Houman and Scovel, Clint and Sullivan, Tim (2015) On the Brittleness of Bayesian Inference. SIAM Review, 57 (4). pp. 566-582. ISSN 0036-1445. http://resolver.caltech.edu/CaltechAUTHORS:20160108-105121903

2014

Kamga, P.-H. T. and Li, B. and McKerns, M. et al. (2014) Optimal uncertainty quantification with model uncertainty and legacy data. Journal of the Mechanics and Physics of Solids, 72 . pp. 1-19. ISSN 0022-5096. http://resolver.caltech.edu/CaltechAUTHORS:20141201-081327318

Owhadi, Houman and Zhang, Lei and Berlyand, Leonid (2014) Polyharmonic homogenization, rough polyharmonic splines and sparse super-localization. ESAIM-Mathematical Modelling and Numerical Analysis, 48 (2). pp. 517-552. ISSN 0764-583X. http://resolver.caltech.edu/CaltechAUTHORS:20160223-143844457

Balarac, Guillaume and Owhadi, Houman (2014) Preface. ESAIM: Mathematical Modelling and Numerical Analysis, 48 (2). p. 305. ISSN 0764-583X. http://resolver.caltech.edu/CaltechAUTHORS:20160224-085030779

2013

Sullivan, T. J. and McKerns, M. and Meyer, D. et al. (2013) Optimal Uncertainty Quantification for Legacy Data Observations of Lipschitz Functions. ESAIM-Mathematical Modelling and Numerical Analysis, 47 (6). pp. 1657-1689. ISSN 0764-583X. http://resolver.caltech.edu/CaltechAUTHORS:20131119-093417975

de Goes, Fernando and Alliez, Pierre and Owhadi, Houman et al. (2013) On the equilibrium of simplicial masonry structures. ACM Transactions on Graphics, 32 (4). Art. No. 93. ISSN 0730-0301. http://resolver.caltech.edu/CaltechAUTHORS:20130829-153504635

Ober-Blöbaum, Sina and Tao, Molei and Cheng, Mulin et al. (2013) Variational integrators for electric circuits. Journal of Computational Physics, 242 . pp. 498-530. ISSN 0021-9991. http://resolver.caltech.edu/CaltechAUTHORS:20130628-141442082

Han, Shuo and Topcu, Ufuk and Tao, Molei et al. (2013) Convex optimal uncertainty quantification: Algorithms and a case study in energy storage placement for power grids. In: 2013 American Control Conference (ACC). IEEE , Piscataway, NJ, pp. 1130-1137. ISBN 978-1-4799-0177-7. http://resolver.caltech.edu/CaltechCDSTR:2012.002

Owhadi, H. and Scovel, C. and Sullivan, T. J. et al. (2013) Optimal Uncertainty Quantification. SIAM Review, 55 (2). pp. 271-345. ISSN 0036-1445. http://resolver.caltech.edu/CaltechAUTHORS:20130618-075057070

Bou-Rabee, Nawaf and Owhadi, Houman (2013) Ergodicity of Langevin Processes with Degenerate Diffusion in Momentums. . http://resolver.caltech.edu/CaltechAUTHORS:20160224-103320707

Koon, Wang Sang and Owhadi, Houman and Tao, Molei et al. (2013) Control of a model of DNA division via parametric resonance. Chaos, 23 (1). Art. No. 013117. ISSN 1054-1500. http://resolver.caltech.edu/CaltechAUTHORS:20130502-133827036

2012

Kidane, A. and Lashgari, A. and Li, B. et al. (2012) Rigorous model-based uncertainty quantification with application to terminal ballistics, part I: Systems with controllable inputs and small scatter. Journal of the Mechanics and Physics of Solids, 60 (5). pp. 983-1001. ISSN 0022-5096. http://resolver.caltech.edu/CaltechAUTHORS:20120502-091106236

Adams, M. and Lashgari, A. and Li, B. et al. (2012) Rigorous model-based uncertainty quantification with application to terminal ballistics—Part II. Systems with uncontrollable inputs and large scatter. Journal of the Mechanics and Physics of Solids, 60 (5). pp. 1002-1019. ISSN 0022-5096. http://resolver.caltech.edu/CaltechAUTHORS:20120430-133945935

McKerns, M. and Owhadi, H. and Scovel, C. et al. (2012) The optimal uncertainty algorithm in the mystic framework. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20160224-080348129

2011

Owhadi, Houman and Zhang, Lei (2011) Localized Bases for Finite-Dimensional Homogenization Approximations with Nonseparated Scales and High Contrast. Multiscale Modeling and Simulation, 9 (4). pp. 1373-1398. ISSN 1540-3459. http://resolver.caltech.edu/CaltechAUTHORS:20120126-112528320

Topcu, U. and Lucas, L. J. and Owhadi, H. et al. (2011) Rigorous uncertainty quantification without integral testing. Reliability Engineering and System Safety, 96 (9). pp. 1085-1091. ISSN 0951-8320. http://resolver.caltech.edu/CaltechAUTHORS:20110822-140452319

Doostan, Alireza and Owhadi, Houman (2011) A non-adapted sparse approximation of PDEs with stochastic inputs. Journal of Computational Physics, 230 (8). pp. 3015-3034. ISSN 0021-9991. http://resolver.caltech.edu/CaltechAUTHORS:20110414-085411000

Sullivan, T. J. and Topcu, U. and McKerns, M. et al. (2011) Uncertainty quantification via codimension-one partitioning. International Journal for Numerical Methods in Engineering, 85 (12). pp. 1499-1521. ISSN 0029-5981. http://resolver.caltech.edu/CaltechAUTHORS:20110315-151154130

Tao, Molei and Owhadi, Houman and Marsden, Jerrold E. (2011) Space-time FLAVORS: finite difference, multisymlectic, and pseudospectral integrators for multiscale PDEs. Dynamics of Partial Differential Equations, 8 (1). pp. 21-45. ISSN 1548-159X. http://resolver.caltech.edu/CaltechAUTHORS:20110502-134102771

Tao, Molei and Owhadi, Houman and Marsden, Jerrold E. (2011) From efficient symplectic exponentiation of matrices to symplectic integration of high-dimensional Hamiltonian systems with slowly varying quadratic stiff potentials. Applied Mathematics Research eXpress, 2011 (2). pp. 242-280. ISSN 1687-1200. http://resolver.caltech.edu/CaltechAUTHORS:20120215-101206163

2010

Bayati, Basil and Owhadi, Houman and Koumoutsakos, Petros (2010) A cutoff phenomenon in accelerated stochastic simulations of chemical kinetics via flow averaging (FLAVOR-SSA). Journal of Chemical Physics, 133 (24). Art. No. 244117. ISSN 0021-9606. http://resolver.caltech.edu/CaltechAUTHORS:20110318-145129123

Berlyand, Leonid and Owhadi, Houman (2010) Flux Norm Approach to Finite Dimensional Homogenization Approximations with Non-Separated Scales and High Contrast. Archive for Rational Mechanics and Analysis, 198 (2). pp. 677-721. ISSN 0003-9527. http://resolver.caltech.edu/CaltechAUTHORS:20101025-093609352

Owhadi, Houman and Zhang, Lei (2010) Localized bases for finite dimensional homogenization approximations with non-separated scales and high-contrast. ACM Technical Reports, 2010-04. California Institute of Technology , Pasadena, CA. (Unpublished) http://resolver.caltech.edu/CaltechAUTHORS:20111012-113719601

Sullivan, T. J. and Owhadi, H. (2010) Equivalence of concentration inequalities for linear and non-linear functions. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20160224-082333411

Owhadi, H. and Scovel, C. and Sullivan, T. J. et al. (2010) Optimal Uncertainty Quantification. ACM Technical Reports, 2010-03. California Institute of Technology , Pasadena, CA. doi:10.7907/TTW6-QD19. (Unpublished) http://resolver.caltech.edu/CaltechAUTHORS:20111012-113158874

Tao, Molei and Owhadi, Houman and Marsden, Jerrold E. (2010) Nonintrusive and Structure Preserving Multiscale Integration of Stiff ODEs, SDEs, and Hamiltonian Systems with Hidden Slow Dynamics via Flow Averaging. Multiscale Modeling and Simulation, 8 (4). pp. 1269-1324. ISSN 1540-3459. http://resolver.caltech.edu/CaltechAUTHORS:20100927-105248361

Tao, Molei and Owhadi, Houman and Marsden, Jerrold E. (2010) Temperature and Friction Accelerated Sampling of Boltzmann-Gibbs Distribution. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20160224-090906859

Leyendecker, Sigrid and Lucas, Leonard J. and Owhadi, Houman et al. (2010) Optimal Control Strategies for Robust Certification. Journal of Computational and Nonlinear Dynamics, 5 (3). Art. No. 031008. ISSN 1555-1423. http://resolver.caltech.edu/CaltechAUTHORS:20100709-105908209

Sullivan, Timothy J. and McKerns, Mike and Topcu, Ufuk et al. (2010) Uncertainty quantification via codimension one domain partitioning and a new concentration inequality. Procedia - Social and Behavioral Sciences, 2 (6). pp. 7751-7752. ISSN 1877-0428. http://resolver.caltech.edu/CaltechAUTHORS:20190109-104739732

Tao, Molei and Owhadi, Houman and Marsden, Jerrold E. (2010) Structure preserving Stochastic Impulse Methods for stiff Langevin systems with a uniform global error of order 1 or 1/2 on position. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20160224-085934570

Zhang, Lei and Berlyand, Leonid and Fedorov, Maxim V. et al. (2010) Global Energy Matching Method for Atomistic-to-Continuum Modeling of Self-Assembling Biopolymer Aggregates. Multiscale Modeling & Simulation, 8 (5). pp. 1958-1980. ISSN 1540-3459. http://resolver.caltech.edu/CaltechAUTHORS:20110526-090344006

Bou-Rabee, Nawaf and Owhadi, Houman (2010) Long-Run Accuracy of Variational Integrators in the Stochastic Context. SIAM Journal on Numerical Analysis, 48 (1). pp. 278-297. ISSN 0036-1429. http://resolver.caltech.edu/CaltechAUTHORS:20100609-111014824

2009

Nair, Sujit and Chevva, Konda Reddy and Owhadi, Houman et al. (2009) Multiple target detection using Bayesian learning. In: Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference. IEEE , Piscataway, NJ, pp. 8549-8554. ISBN 978-1-4244-3871-6. http://resolver.caltech.edu/CaltechAUTHORS:20170328-173555191

Desbrun, Mathieu and Donaldson, Roger D. and Owhadi, Houman (2009) Discrete Geometric Structures in Homogenization and Inverse Homogenization with Application to EIT. ACM Technical Reports, 2009-02. California Institute of Technology , Pasadena, CA. doi:10.7907/XR8W-EA85. (Unpublished) http://resolver.caltech.edu/CaltechAUTHORS:20111011-163848887

Berlyand, Leonid and Owhadi, Houman (2009) Flux Norm Approach to Homogenization Problems with non-separated Scales. ACM Technical Reports, 2009-03. California Institute of Technology , Pasadena, CA. doi:10.7907/T5DC-SN48. http://resolver.caltech.edu/CaltechAUTHORS:20111012-105135181

Tao, Molei and Owhadi, Houman and Marsden, Jerrold E. (2009) Non-intrusive and structure preserving multiscale integration of stiff ODEs, SDEs and Hamiltonian systems with hidden slow dynamics via flow averaging. ACM Technical Reports, 2009-04. California Institute of Technology , Pasadena, CA. doi:10.7907/QZNP-SR14. (Unpublished) http://resolver.caltech.edu/CaltechAUTHORS:20111012-110532817

Kharevych, Lily and Mullen, Patrick and Owhadi, Houman et al. (2009) Numerical coarsening of inhomogeneous elastic materials. ACM Transactions on Graphics, 28 (3). Art. No. 51. ISSN 0730-0301. http://resolver.caltech.edu/CaltechAUTHORS:20090911-153604312

Kharevych, Lily and Mullen, Patrick and Owhadi, Houman et al. (2009) Numerical coarsening of inhomogeneous elastic materials. In: SIGGRAPH '09 ACM SIGGRAPH 2009 papers. , Art. No. 51. ISBN 978-1-60558-726-4. http://resolver.caltech.edu/CaltechAUTHORS:20161116-134645591

Bou-Rabee, Nawaf and Owhadi, Houman (2009) Stochastic variational integrators. IMA Journal of Numerical Analysis, 29 (2). pp. 421-443. ISSN 0272-4979. http://resolver.caltech.edu/CaltechAUTHORS:20090713-115112523

2008

Owhadi, Houman and Zhang, Lei (2008) Numerical homogenization of the acoustic wave equations with a continuum of scales. Computer Methods in Applied Mechanics and Engineering, 198 (3-4). pp. 397-406. ISSN 0045-7825. http://resolver.caltech.edu/CaltechAUTHORS:OWHcmame08

Lucas, L. J. and Owhadi, H. and Ortiz, M. (2008) Rigorous verification, validation, uncertainty quantification and certification through concentration-of-measure inequalities. Computer Methods in Applied Mechanics and Engineering, 197 (51-52). pp. 4591-4609. ISSN 0045-7825. http://resolver.caltech.edu/CaltechAUTHORS:LUCcmame08

Owhadi, Houman and Boulos, Areen (2008) Bistable Equilibrium Points of Mercury Body Burden. Journal of Biological Systems, 16 (1). pp. 139-150. ISSN 0218-3390. http://resolver.caltech.edu/CaltechAUTHORS:20160226-104801314

2007

Owhadi, Houman and Zhang, Lei (2007) Homogenization of Parabolic Equations with a Continuum of Space and Time Scales. SIAM Journal on Numerical Analysis, 46 (1). pp. 1-36. ISSN 0036-1429. http://resolver.caltech.edu/CaltechAUTHORS:OWHsiamjna07

Bou-Rabee, Nawaf and Owhadi, Houman (2007) Ballistic Transport at Uniform Temperature. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20160224-101438724

Bou-Rabee, Nawaf and Owhadi, Houman (2007) Stochastic Variational Partitioned Runge-Kutta Integrators for Constrained Systems. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20160224-100431574

2005

Owhadi, Houman and Zhang, Lei (2005) Metric based up-scaling. . (Submitted) http://resolver.caltech.edu/CaltechAUTHORS:20160224-094627612

2004

Owhadi, Houman (2004) From a market of dreamers to economical shocks. Physica A, 343 . pp. 583-602. ISSN 0378-4371. http://resolver.caltech.edu/CaltechAUTHORS:20190109-105904110

Owhadi, Houman (2004) Averaging Versus Chaos in Turbulent Transport? Communications in Mathematical Physics, 247 (3). pp. 553-599. ISSN 0010-3616. http://resolver.caltech.edu/CaltechAUTHORS:20160224-131618930

2003

Owhadi, Houman (2003) Anomalous slow diffusion from perpetual homogenization. Annals of Probability, 31 (4). pp. 1935-1969. ISSN 0091-1798. http://resolver.caltech.edu/CaltechAUTHORS:OWHaop03

Owhadi, Houman (2003) Approximation of the effective conductivity of ergodic media by periodization. Probability Theory and Related Fields, 125 (2). pp. 225-258. ISSN 0178-8051. http://resolver.caltech.edu/CaltechAUTHORS:20160224-124326510

Ben Arous, Gérard and Owhadi, Houman (2003) Multi-scale homogenization with bounded ratios and Anomalous Slow Diffusion. Communications on Pure and Applied Mathematics, 56 (1). pp. 80-113. ISSN 0010-3640. http://resolver.caltech.edu/CaltechAUTHORS:20160224-121708361

2002

Ben Arous, Gérard and Owhadi, Houman (2002) Super-diffusivity in a shear flow model from perpetual homogenization. Communications in Mathematical Physics, 227 (2). pp. 281-302. ISSN 0010-3616. http://resolver.caltech.edu/CaltechAUTHORS:20160224-110658762

Sullivan, Tim J. and Owhadi, Houman (2002) Distances and diameters in concentration inequalities: from geometry to optimal assignment of sampling resources. International Journal for Uncertainty Quantification, 2 (1). pp. 21-38. ISSN 2152-5080. http://resolver.caltech.edu/CaltechAUTHORS:20170408-142731157

This list was generated on Wed Jun 19 03:33:10 2019 PDT.