<h1>Owhadi, Houman</h1> <h2>Article from <a href="https://authors.library.caltech.edu">CaltechAUTHORS</a></h2> <ul> <li>Mora, Carlos and Yousefpour, Amin, el al. (2025) <a href="https://authors.library.caltech.edu/records/tx6zm-xsq12">Operator learning with Gaussian processes</a>; Computer Methods in Applied Mechanics and Engineering; Vol. 434; 117581; <a href="https://doi.org/10.1016/j.cma.2024.117581">10.1016/j.cma.2024.117581</a></li> <li>Batlle, Pau and Chen, Yifan, el al. (2025) <a href="https://authors.library.caltech.edu/records/6wdsc-6sw67">Error analysis of kernel/GP methods for nonlinear and parametric PDEs</a>; Journal of Computational Physics; Vol. 520; 113488; <a href="https://doi.org/10.1016/j.jcp.2024.113488">10.1016/j.jcp.2024.113488</a></li> <li>Hamzi, Boumediene and Hutter, Marcus, el al. (2024) <a href="https://authors.library.caltech.edu/records/1fbsq-jcx05">Bridging Algorithmic Information Theory and Machine Learning: A new approach to kernel learning</a>; Physica D: Nonlinear Phenomena; Vol. 464; 134153; <a href="https://doi.org/10.1016/j.physd.2024.134153">10.1016/j.physd.2024.134153</a></li> <li>Owhadi, H. (2023) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20230502-759894900.1">Gaussian process hydrodynamics</a>; Applied Mathematics and Mechanics; <a href="https://doi.org/10.1007/s10483-023-2990-9">10.1007/s10483-023-2990-9</a></li> <li>Hamzi, Boumediene and Owhadi, Houman, el al. (2023) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20230605-334829000.12">A note on microlocal kernel design for some slow–fast stochastic differential equations with critical transitions and application to EEG signals</a>; Physica A; Vol. 616; Art. No. 128583; <a href="https://doi.org/10.1016/j.physa.2023.128583">10.1016/j.physa.2023.128583</a></li> <li>Darcy, Matthieu and Hamzi, Boumediene, el al. (2023) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20230307-205876300.8">One-shot learning of stochastic differential equations with data adapted kernels</a>; Physica D; Vol. 444; Art. No. 133583; <a href="https://doi.org/10.1016/j.physd.2022.133583">10.1016/j.physd.2022.133583</a></li> <li>Owhadi, Houman (2023) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20230307-205876300.5">Do ideas have shape? Idea registration as the continuous limit of artificial neural networks</a>; Physica D; Vol. 444; Art. No. 133592; <a href="https://doi.org/10.1016/j.physd.2022.133592">10.1016/j.physd.2022.133592</a></li> <li>Lee, Jonghyeon and De Brouwer, Edward, el al. (2023) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20221122-564647900.3">Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series</a>; Physica D; Vol. 443; Art. No. 133546; <a href="https://doi.org/10.1016/j.physd.2022.133546">10.1016/j.physd.2022.133546</a></li> <li>Akian, J.-L. and Bonnet, L., el al. (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20221020-727675300.1">Learning "best" kernels from data in Gaussian process regression. With application to aerodynamics</a>; Journal of Computational Physics; Vol. 470; Art. No. 111595; <a href="https://doi.org/10.1016/j.jcp.2022.111595">10.1016/j.jcp.2022.111595</a></li> <li>Smirnov, Alexandre and Hamzi, Boumediene, el al. (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20230603-041912328">Mean-field limits of trained weights in deep learning: A dynamical systems perspective</a>; Dolomites Research Notes on Approximation; Vol. 15; No. 3; 125-145; <a href="https://doi.org/10.14658/pupj-drna-2022-3-12">10.14658/pupj-drna-2022-3-12</a></li> <li>Owhadi, Houman (2022) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20220511-647768900">Computational graph completion</a>; Research in the Mathematical Sciences; Vol. 9; No. 2; Art. No. 27; <a href="https://doi.org/10.1007/s40687-022-00320-8">10.1007/s40687-022-00320-8</a></li> <li>Chen, Yifan and Hosseini, Bamdad, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210719-210146136">Solving and learning nonlinear PDEs with Gaussian processes</a>; Journal of Computational Physics; Vol. 447; Art. No. 110668; <a href="https://doi.org/10.1016/j.jcp.2021.110668">10.1016/j.jcp.2021.110668</a></li> <li>Yoo, Gene Ryan and Owhadi, Houman (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20201110-075343797">Deep regularization and direct training of the inner layers of Neural Networks with Kernel Flows</a>; Physica D: Nonlinear Phenomena; Vol. 426; Art. No. 132952; <a href="https://doi.org/10.1016/j.physd.2021.132952">10.1016/j.physd.2021.132952</a></li> <li>Hamzi, B. and Maulik, R., el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210719-210203260">Simple, low-cost and accurate data-driven geophysical forecasting with learned kernels</a>; Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences; Vol. 477; No. 2252; Art. No. 20210326; <a href="https://doi.org/10.1098/rspa.2021.0326">10.1098/rspa.2021.0326</a></li> <li>Hamzi, Boumediene and Owhadi, Houman (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20210208-140557660">Learning dynamical systems from data: A simple cross-validation perspective, part I: Parametric kernel flows</a>; Physica D; Vol. 421; Art. No. 132817; <a href="https://doi.org/10.1016/j.physd.2020.132817">10.1016/j.physd.2020.132817</a></li> <li>Chen, Yifang and Owhadi, Houman, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20201109-141002843">Consistency of empirical Bayes and kernel flow for hierarchical parameter estimation</a>; Mathematics of Computation; Vol. 90; 2527-2578; <a href="https://doi.org/10.1090/mcom/3649">10.1090/mcom/3649</a></li> <li>Schäfer, Florian and Katzfuss, Matthias, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20201109-155534680">Sparse Cholesky Factorization by Kullback-Leibler Minimization</a>; SIAM Journal on Scientific Computing; Vol. 43; No. 3; A2019-A2046; <a href="https://doi.org/10.1137/20M1336254">10.1137/20M1336254</a></li> <li>Schäfer, Florian and Sullivan, T. J., el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170710-083743909">Compression, inversion, and approximate PCA of dense kernel matrices at near-linear computational complexity</a>; Multiscale Modeling and Simulation; Vol. 19; No. 2; 688-730; <a href="https://doi.org/10.1137/19M129526X">10.1137/19M129526X</a></li> <li>Xie, Hehu and Zhang, Lei, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190923-154306921">Fast eigenpairs computation with operator adapted wavelets and hierarchical subspace correction</a>; SIAM Journal on Numerical Analysis; Vol. 57; No. 6; 2519-2550; <a href="https://doi.org/10.1137/18M1194079">10.1137/18M1194079</a></li> <li>Yoo, Gene Ryan and Owhadi, Houman (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190923-104545857">De-noising by thresholding operator adapted wavelets</a>; Statistics and Computing; Vol. 29; No. 6; 1185-1201; <a href="https://doi.org/10.1007/s11222-019-09893-x">10.1007/s11222-019-09893-x</a></li> <li>Chen, Jiong and Budninskiy, Max, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20191111-134055447">Material-adapted refinable basis functions for elasticity simulation</a>; ACM Transactions on Graphics; Vol. 38; No. 6; Art. No. 161; <a href="https://doi.org/10.1145/3355089.3356567">10.1145/3355089.3356567</a></li> <li>Zhang, Qingfu and Owhadi, Houman, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190109-090349439">Multiresolution Operator Decomposition for Flow Simulation in Fractured Porous Media</a>; Journal of Computational Physics; Vol. 391; 381-396; <a href="https://doi.org/10.1016/j.jcp.2018.12.032">10.1016/j.jcp.2018.12.032</a></li> <li>Owhadi, Houman and Yoo, Gene Ryan (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190328-180953225">Kernel Flows: From learning kernels from data into the abyss</a>; Journal of Computational Physics; Vol. 389; 22-47; <a href="https://doi.org/10.1016/j.jcp.2019.03.040">10.1016/j.jcp.2019.03.040</a></li> <li>Budninskiy, Max and Owhadi, Houman, el al. (2019) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190315-100824617">Operator-adapted wavelets for finite-element differential forms</a>; Journal of Computational Physics; Vol. 388; 144-177; <a href="https://doi.org/10.1016/j.jcp.2019.02.018">10.1016/j.jcp.2019.02.018</a></li> <li>Owhadi, Houman and Scovel, Clint (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160223-152453383">Qualitative Robustness in Bayesian Inference</a>; ESAIM: Probability and Statistics; Vol. 21; 251-274; <a href="https://doi.org/10.1051/ps/2017014">10.1051/ps/2017014</a></li> <li>Owhadi, Houman and Zhang, Lei (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170707-092240450">Gamblets for opening the complexity-bottleneck of implicit schemes for hyperbolic and parabolic ODEs/PDEs with rough coefficients</a>; Journal of Computational Physics; Vol. 347; 99-128; <a href="https://doi.org/10.1016/j.jcp.2017.06.037">10.1016/j.jcp.2017.06.037</a></li> <li>Khoshnoud, Farbod and Esat, Ibrahim I., el al. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170825-144657432">Self-Powered Dynamic Systems in the Framework of Optimal Uncertainty Quantification</a>; Journal of Dynamic Systems, Measurement, and Control; Vol. 139; No. 9; Art. No. 091005; <a href="https://doi.org/10.1115/1.4036367">10.1115/1.4036367</a></li> <li>Owhadi, Houman and Scovel, Clint (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160224-070508936">Separability of reproducing kernel Hilbert spaces</a>; Proceedings of the American Mathematical Society; Vol. 145; No. 5; 2131-2138; <a href="https://doi.org/10.1090/proc/13354">10.1090/proc/13354</a></li> <li>Owhadi, Houman (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160223-133809979">Multigrid with rough coefficients and Multiresolution operator decomposition from Hierarchical Information Games</a>; SIAM Review; Vol. 59; No. 1; 99-149; <a href="https://doi.org/10.1137/15M1013894">10.1137/15M1013894</a></li> <li>Owhadi, Houman and Scovel, Clint (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160223-151629237">Extreme points of a ball about a measure with finite support</a>; Communications in Mathematical Sciences; Vol. 15; No. 1; 77-96; <a href="https://doi.org/10.4310/CMS.2017.v15.n1.a4">10.4310/CMS.2017.v15.n1.a4</a></li> <li>Tao, Molei and Owhadi, Houman (2016) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160317-083434102">Variational and linearly implicit integrators, with applications</a>; IMA Journal of Numerical Analysis; Vol. 36; No. 1; 80-107; <a href="https://doi.org/10.1093/imanum/dru064">10.1093/imanum/dru064</a></li> <li>Tao, Molei and Owhadi, Houman (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160224-071627521">Temporal homogenization of linear ODEs, with applications to parametric super-resonance and energy harvest</a>; Archive for Rational Mechanics and Analysis; Vol. 220; No. 1; 261-296; <a href="https://doi.org/10.1007/s00205-015-0932-4">10.1007/s00205-015-0932-4</a></li> <li>Owhadi, Houman (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20151023-105214463">Bayesian Numerical Homogenization</a>; Multiscale Modeling and Simulation; Vol. 13; No. 3; 812-828; <a href="https://doi.org/10.1137/140974596">10.1137/140974596</a></li> <li>Han, Shuo and Tao, Molei, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20151030-084615377">Convex Optimal Uncertainty Quantification</a>; SIAM Journal of Optimization; Vol. 25; No. 3; 1368-1387; <a href="https://doi.org/10.1137/13094712X">10.1137/13094712X</a></li> <li>Owhadi, Houman and Scovel, Clint, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160108-101302184">Brittleness of Bayesian inference under finite information in a continuous world</a>; Electronic Journal of Statistics; Vol. 9; No. 1; 1-79; <a href="https://doi.org/10.1214/15-EJS989">10.1214/15-EJS989</a></li> <li>Owhadi, Houman and Scovel, Clint, el al. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160108-105121903">On the Brittleness of Bayesian Inference</a>; SIAM Review; Vol. 57; No. 4; 566-582; <a href="https://doi.org/10.1137/130938633">10.1137/130938633</a></li> <li>Kamga, P.-H. T. and Li, B., el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20141201-081327318">Optimal uncertainty quantification with model uncertainty and legacy data</a>; Journal of the Mechanics and Physics of Solids; Vol. 72; 1-19; <a href="https://doi.org/10.1016/j.jmps.2014.07.007">10.1016/j.jmps.2014.07.007</a></li> <li>Owhadi, Houman and Zhang, Lei, el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160223-143844457">Polyharmonic homogenization, rough polyharmonic splines and sparse super-localization</a>; ESAIM-Mathematical Modelling and Numerical Analysis; Vol. 48; No. 2; 517-552; <a href="https://doi.org/10.1051/m2an/2013118">10.1051/m2an/2013118</a></li> <li>Balarac, Guillaume and Owhadi, Houman (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160224-085030779">Preface</a>; ESAIM: Mathematical Modelling and Numerical Analysis; Vol. 48; No. 2; 305; <a href="https://doi.org/10.1051/m2an/2013108">10.1051/m2an/2013108</a></li> <li>Sullivan, T. J. and McKerns, M., el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20131119-093417975">Optimal Uncertainty Quantification for Legacy Data Observations of Lipschitz Functions</a>; ESAIM-Mathematical Modelling and Numerical Analysis; Vol. 47; No. 6; 1657-1689; <a href="https://doi.org/10.1051/m2an/2013083">10.1051/m2an/2013083</a></li> <li>de Goes, Fernando and Alliez, Pierre, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130829-153504635">On the equilibrium of simplicial masonry structures</a>; ACM Transactions on Graphics; Vol. 32; No. 4; Art. No. 93; <a href="https://doi.org/10.1145/2461912.2461932">10.1145/2461912.2461932</a></li> <li>Ober-Blöbaum, Sina and Tao, Molei, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130628-141442082">Variational integrators for electric circuits</a>; Journal of Computational Physics; Vol. 242; 498-530; <a href="https://doi.org/10.1016/j.jcp.2013.02.006">10.1016/j.jcp.2013.02.006</a></li> <li>Owhadi, H. and Scovel, C., el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130618-075057070">Optimal Uncertainty Quantification</a>; SIAM Review; Vol. 55; No. 2; 271-345; <a href="https://doi.org/10.1137/10080782X">10.1137/10080782X</a></li> <li>Koon, Wang Sang and Owhadi, Houman, el al. (2013) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20130502-133827036">Control of a model of DNA division via parametric resonance</a>; Chaos; Vol. 23; No. 1; Art. No. 013117; <a href="https://doi.org/10.1063/1.4790835">10.1063/1.4790835</a></li> <li>Kidane, A. and Lashgari, A., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120502-091106236">Rigorous model-based uncertainty quantification with application to terminal ballistics, part I: Systems with controllable inputs and small scatter</a>; Journal of the Mechanics and Physics of Solids; Vol. 60; No. 5; 983-1001; <a href="https://doi.org/10.1016/j.jmps.2011.12.001">10.1016/j.jmps.2011.12.001</a></li> <li>Adams, M. and Lashgari, A., el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120430-133945935">Rigorous model-based uncertainty quantification with application to terminal ballistics—Part II. Systems with uncontrollable inputs and large scatter</a>; Journal of the Mechanics and Physics of Solids; Vol. 60; No. 5; 1002-1019; <a href="https://doi.org/10.1016/j.jmps.2011.12.002">10.1016/j.jmps.2011.12.002</a></li> <li>Owhadi, Houman and Zhang, Lei (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120126-112528320">Localized Bases for Finite-Dimensional Homogenization Approximations with Nonseparated Scales and High Contrast</a>; Multiscale Modeling and Simulation; Vol. 9; No. 4; 1373-1398; <a href="https://doi.org/10.1137/100813968">10.1137/100813968</a></li> <li>Topcu, U. and Lucas, L. J., el al. (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110822-140452319">Rigorous uncertainty quantification without integral testing</a>; Reliability Engineering and System Safety; Vol. 96; No. 9; 1085-1091; <a href="https://doi.org/10.1016/j.ress.2010.07.013">10.1016/j.ress.2010.07.013</a></li> <li>Doostan, Alireza and Owhadi, Houman (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110414-085411000">A non-adapted sparse approximation of PDEs with stochastic inputs</a>; Journal of Computational Physics; Vol. 230; No. 8; 3015-3034; <a href="https://doi.org/10.1016/j.jcp.2011.01.002">10.1016/j.jcp.2011.01.002</a></li> <li>Sullivan, T. J. and Topcu, U., el al. (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110315-151154130">Uncertainty quantification via codimension-one partitioning</a>; International Journal for Numerical Methods in Engineering; Vol. 85; No. 12; 1499-1521; <a href="https://doi.org/10.1002/nme.3030">10.1002/nme.3030</a></li> <li>Tao, Molei and Owhadi, Houman, el al. (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110502-134102771">Space-time FLAVORS: finite difference, multisymlectic, and pseudospectral integrators for multiscale PDEs</a>; Dynamics of Partial Differential Equations; Vol. 8; No. 1; 21-45; <a href="https://doi.org/10.48550/arXiv.1104.0272">10.48550/arXiv.1104.0272</a></li> <li>Tao, Molei and Owhadi, Houman, el al. (2011) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20120215-101206163">From efficient symplectic exponentiation of matrices to symplectic integration of high-dimensional Hamiltonian systems with slowly varying quadratic stiff potentials</a>; Applied Mathematics Research eXpress; Vol. 2011; No. 2; 242-280; <a href="https://doi.org/10.1093/amrx/abr008">10.1093/amrx/abr008</a></li> <li>Bayati, Basil and Owhadi, Houman, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110318-145129123">A cutoff phenomenon in accelerated stochastic simulations of chemical kinetics via flow averaging (FLAVOR-SSA)</a>; Journal of Chemical Physics; Vol. 133; No. 24; Art. No. 244117; <a href="https://doi.org/10.1063/1.3518419">10.1063/1.3518419</a></li> <li>Berlyand, Leonid and Owhadi, Houman (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20101025-093609352">Flux Norm Approach to Finite Dimensional Homogenization Approximations with Non-Separated Scales and High Contrast</a>; Archive for Rational Mechanics and Analysis; Vol. 198; No. 2; 677-721; <a href="https://doi.org/10.1007/s00205-010-0302-1">10.1007/s00205-010-0302-1</a></li> <li>Tao, Molei and Owhadi, Houman, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100927-105248361">Nonintrusive and Structure Preserving Multiscale Integration of Stiff ODEs, SDEs, and Hamiltonian Systems with Hidden Slow Dynamics via Flow Averaging</a>; Multiscale Modeling and Simulation; Vol. 8; No. 4; 1269-1324; <a href="https://doi.org/10.1137/090771648">10.1137/090771648</a></li> <li>Leyendecker, Sigrid and Lucas, Leonard J., el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100709-105908209">Optimal Control Strategies for Robust Certification</a>; Journal of Computational and Nonlinear Dynamics; Vol. 5; No. 3; Art. No. 031008; <a href="https://doi.org/10.1115/1.4001375">10.1115/1.4001375</a></li> <li>Sullivan, Timothy J. and McKerns, Mike, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190109-104739732">Uncertainty quantification via codimension one domain partitioning and a new concentration inequality</a>; Procedia - Social and Behavioral Sciences; Vol. 2; No. 6; 7751-7752; <a href="https://doi.org/10.1016/j.sbspro.2010.05.211">10.1016/j.sbspro.2010.05.211</a></li> <li>Bou-Rabee, Nawaf and Owhadi, Houman (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100609-111014824">Long-Run Accuracy of Variational Integrators in the Stochastic Context</a>; SIAM Journal on Numerical Analysis; Vol. 48; No. 1; 278-297; <a href="https://doi.org/10.1137/090758842">10.1137/090758842</a></li> <li>Zhang, Lei and Berlyand, Leonid, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20110526-090344006">Global Energy Matching Method for Atomistic-to-Continuum Modeling of Self-Assembling Biopolymer Aggregates</a>; Multiscale Modeling & Simulation; Vol. 8; No. 5; 1958-1980; <a href="https://doi.org/10.1137/090781619">10.1137/090781619</a></li> <li>Kharevych, Lily and Mullen, Patrick, el al. (2009) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20090911-153604312">Numerical coarsening of inhomogeneous elastic materials</a>; ACM Transactions on Graphics; Vol. 28; No. 3; Art. No. 51; <a href="https://doi.org/10.1145/1531326.1531357">10.1145/1531326.1531357</a></li> <li>Bou-Rabee, Nawaf and Owhadi, Houman (2009) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20090713-115112523">Stochastic variational integrators</a>; IMA Journal of Numerical Analysis; Vol. 29; No. 2; 421-443; <a href="https://doi.org/10.1093/imanum/drn018">10.1093/imanum/drn018</a></li> <li>Owhadi, Houman and Zhang, Lei (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:OWHcmame08">Numerical homogenization of the acoustic wave equations with a continuum of scales</a>; Computer Methods in Applied Mechanics and Engineering; Vol. 198; No. 3-4; 397-406; <a href="https://doi.org/10.1016/j.cma.2008.08.012">10.1016/j.cma.2008.08.012</a></li> <li>Lucas, L. J. and Owhadi, H., el al. 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