@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/121302,
    title ="Gaussian process hydrodynamics",
    author = "Owhadi, H.",
    journal = "Applied Mathematics and Mechanics",
    
    
    
    month = "April",
    year = "2023",
    doi = "https://doi.org/10.1007/s10483-023-2990-9",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230502-759894900.1",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/121722,
    title ="A note on microlocal kernel design for some slow–fast stochastic differential equations with critical transitions and application to EEG signals",
    author = "Hamzi, Boumediene and Owhadi, Houman and Paillet, Léo",
    journal = "Physica A",
    volume = "616",
    
    pages = "Art. No. 128583",
    month = "April",
    year = "2023",
    doi = "https://doi.org/10.1016/j.physa.2023.128583",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230605-334829000.12",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/119814,
    title ="Do ideas have shape? Idea registration as the continuous limit of artificial neural networks",
    author = "Owhadi, Houman",
    journal = "Physica D",
    volume = "444",
    
    pages = "Art. No. 133592",
    month = "February",
    year = "2023",
    doi = "https://doi.org/10.1016/j.physd.2022.133592",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230307-205876300.5",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/119820,
    title ="One-shot learning of stochastic differential equations with data adapted kernels",
    author = "Darcy, Matthieu and Hamzi, Boumediene and Livieri, Giulia and Owhadi, Houman and Tavallali, Peyman",
    journal = "Physica D",
    volume = "444",
    
    pages = "Art. No. 133583",
    month = "February",
    year = "2023",
    doi = "https://doi.org/10.1016/j.physd.2022.133583",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230307-205876300.8",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/117990,
    title ="Learning dynamical systems from data: A simple cross-validation perspective, Part III: Irregularly-sampled time series",
    author = "Lee, Jonghyeon and De Brouwer, Edward and Hamzi, Boumediene and Owhadi, Houman",
    journal = "Physica D",
    volume = "443",
    
    pages = "Art. No. 133546",
    month = "January",
    year = "2023",
    doi = "https://doi.org/10.1016/j.physd.2022.133546",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221122-564647900.3",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/117504,
    title ="Learning \"best\" kernels from data in Gaussian process regression. With application to aerodynamics",
    author = "Akian, J.-L. and Bonnet, L. and Owhadi, H. and Savin, É.",
    journal = "Journal of Computational Physics",
    volume = "470",
    
    pages = "Art. No. 111595",
    month = "December",
    year = "2022",
    doi = "https://doi.org/10.1016/j.jcp.2022.111595",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221020-727675300.1",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/121706,
    title ="Mean-field limits of trained weights in deep learning: A dynamical systems perspective",
    author = "Smirnov, Alexandre and Hamzi, Boumediene and Owhadi, Houman",
    journal = "Dolomites Research Notes on Approximation",
    volume = "15",
    number = "3",
    pages = "125-145",
    month = "October",
    year = "2022",
    doi = "https://doi.org/10.14658/pupj-drna-2022-3-12",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230603-041912328",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114687,
    title ="Computational graph completion",
    author = "Owhadi, Houman",
    journal = "Research in the Mathematical Sciences",
    volume = "9",
    number = "2",
    pages = "Art. No. 27",
    month = "June",
    year = "2022",
    doi = "https://doi.org/10.1007/s40687-022-00320-8",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220511-647768900",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109921,
    title ="Solving and learning nonlinear PDEs with Gaussian processes",
    author = "Chen, Yifan and Hosseini, Bamdad and Owhadi, Houman and Stuart, Andrew M.",
    journal = "Journal of Computational Physics",
    volume = "447",
    
    pages = "Art. No. 110668",
    month = "December",
    year = "2021",
    doi = "https://doi.org/10.1016/j.jcp.2021.110668",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210719-210146136",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114900,
    title ="Aggregation of Pareto optimal models",
    author = "Hamze Bajgiran, Hamed and Owhadi, Houman",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220524-180318744",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114899,
    title ="Learning dynamical systems from data: A simple cross-validation   perspective, part III: Irregularly-Sampled Time Series",
    author = "Lee, Jonghyeon and De Brouwer, Edward and Hamzi, Boumediene and Owhadi, Houman",
    journal = "arXiv",
    
    
    
    month = "November",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220524-180315371",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114898,
    title ="Aggregation of Models, Choices, Beliefs, and Preferences",
    author = "Hamze Bajgiran, Hamed and Owhadi, Houman",
    journal = "arXiv",
    
    
    
    month = "November",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220524-180312022",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106580,
    title ="Deep regularization and direct training of the inner layers of Neural Networks with Kernel Flows",
    author = "Yoo, Gene Ryan and Owhadi, Houman",
    journal = "Physica D: Nonlinear Phenomena",
    volume = "426",
    
    pages = "Art. No. 132952",
    month = "November",
    year = "2021",
    doi = "https://doi.org/10.1016/j.physd.2021.132952",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201110-075343797",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114897,
    title ="Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball",
    author = "Hamze Bajgiran, Hamed and Batlle Franch, Pau and Owhadi, Houman and Scovel, Clint and Shirdel, Mahdy and Stanley, Michael and Tavallali, Peyman",
    journal = "arXiv",
    
    
    
    month = "August",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220524-180308552",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109926,
    title ="Simple, low-cost and accurate data-driven geophysical forecasting with learned kernels",
    author = "Hamzi, B. and Maulik, R. and Owhadi, H.",
    journal = "Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences",
    volume = "477",
    number = "2252",
    pages = "Art. No. 20210326",
    month = "August",
    year = "2021",
    doi = "https://doi.org/10.1098/rspa.2021.0326",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210719-210203260",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107955,
    title ="Learning dynamical systems from data: A simple cross-validation perspective, part I: Parametric kernel flows",
    author = "Hamzi, Boumediene and Owhadi, Houman",
    journal = "Physica D",
    volume = "421",
    
    pages = "Art. No. 132817",
    month = "July",
    year = "2021",
    doi = "https://doi.org/10.1016/j.physd.2020.132817",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210208-140557660",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106560,
    title ="Consistency of empirical Bayes and kernel flow for hierarchical parameter estimation",
    author = "Chen, Yifang and Owhadi, Houman and Stuart, Andrew M.",
    journal = "Mathematics of Computation",
    volume = "90",
    
    pages = "2527-2578",
    month = "June",
    year = "2021",
    doi = "https://doi.org/10.1090/mcom/3649",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201109-141002843",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106572,
    title ="Sparse Cholesky Factorization by Kullback-Leibler Minimization",
    author = "Schäfer, Florian and Katzfuss, Matthias and Owhadi, Houman",
    journal = "SIAM Journal on Scientific Computing",
    volume = "43",
    number = "3",
    pages = "A2019-A2046",
    month = "June",
    year = "2021",
    doi = "https://doi.org/10.1137/20M1336254",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201109-155534680",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78882,
    title ="Compression, inversion, and approximate PCA of dense kernel matrices at near-linear computational complexity",
    author = "Schäfer, Florian and Sullivan, T. J. and Owhadi, Houman",
    journal = "Multiscale Modeling and Simulation",
    volume = "19",
    number = "2",
    pages = "688-730",
    month = "April",
    year = "2021",
    doi = "https://doi.org/10.1137/19M129526X",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170710-083743909",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/108529,
    title ="Decision Theoretic Bootstrapping",
    author = "Tavallali, Peyman and Hamze Bajgiran, Hamed and Esaid, Danial J. and Owhadi, Houman",
    journal = "arXiv",
    
    
    
    month = "March",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210323-130821498",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114896,
    title ="Data-driven geophysical forecasting: Simple, low-cost, and accurate baselines with kernel methods",
    author = "Hamzi, Boumediene and Maulik, Romit and Owhadi, Houman",
    journal = "arXiv",
    
    
    
    month = "February",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220524-180305206",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106569,
    title ="Do ideas have shape? Plato's theory of forms as the continuous limit of artificial neural networks",
    author = "Owhadi, Houman",
    journal = "arXiv",
    
    
    
    month = "August",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201109-155524397",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106570,
    title ="Learning dynamical systems from data: a simple cross-validation perspective",
    author = "Hamzi, Boumediene and Owhadi, Houman",
    journal = "arXiv",
    
    
    
    month = "July",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201109-155527819",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106491,
    title ="Competitive Mirror Descent",
    author = "Schäfer, Florian and Anandkumar, Anima and Owhadi, Houman",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120218966",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/98807,
    title ="Fast eigenpairs computation with operator adapted wavelets and hierarchical subspace correction",
    author = "Xie, Hehu and Zhang, Lei and Owhadi, Houman",
    journal = "SIAM Journal on Numerical Analysis",
    volume = "57",
    number = "6",
    pages = "2519-2550",
    month = "November",
    year = "2019",
    doi = "https://doi.org/10.1137/18M1194079",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190923-154306921",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/98797,
    title ="De-noising by thresholding operator adapted wavelets",
    author = "Yoo, Gene Ryan and Owhadi, Houman",
    journal = "Statistics and Computing",
    volume = "29",
    number = "6",
    pages = "1185-1201",
    month = "November",
    year = "2019",
    doi = "https://doi.org/10.1007/s11222-019-09893-x",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190923-104545857",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/99780,
    title ="Material-adapted refinable basis functions for elasticity simulation",
    author = "Chen, Jiong and Budninskiy, Max and Owhadi, Houman and Bao, Hujun and Huang, Jin and Desbrun, Mathieu",
    journal = "ACM Transactions on Graphics",
    volume = "38",
    number = "6",
    pages = "Art. No. 161",
    month = "November",
    year = "2019",
    doi = "https://doi.org/10.1145/3355089.3356567",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20191111-134055447",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/92155,
    title ="Multiresolution Operator Decomposition for Flow Simulation in Fractured Porous Media",
    author = "Zhang, Qingfu and Owhadi, Houman and Yao, Jun and Schäfer, Florian and Huang, Zhaoqin and Li, Yang",
    journal = "Journal of Computational Physics",
    volume = "391",
    
    pages = "381-396",
    month = "August",
    year = "2019",
    doi = "https://doi.org/10.1016/j.jcp.2018.12.032",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190109-090349439",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/98806,
    title ="Kernel Mode Decomposition and programmable/interpretable regression networks",
    author = "Owhadi, Houman and Scovel, Clint and Yoo, Gene Ryan",
    journal = "arXiv",
    
    
    
    month = "July",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190923-153747161",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94269,
    title ="Kernel Flows: From learning kernels from data into the abyss",
    author = "Owhadi, Houman and Yoo, Gene Ryan",
    journal = "Journal of Computational Physics",
    volume = "389",
    
    pages = "22-47",
    month = "July",
    year = "2019",
    doi = "https://doi.org/10.1016/j.jcp.2019.03.040",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190328-180953225",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/93861,
    title ="Operator-adapted wavelets for finite-element differential forms",
    author = "Budninskiy, Max and Owhadi, Houman and Desbrun, Mathieu",
    journal = "Journal of Computational Physics",
    volume = "388",
    
    pages = "144-177",
    month = "July",
    year = "2019",
    doi = "https://doi.org/10.1016/j.jcp.2019.02.018",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190315-100824617",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64689,
    title ="Qualitative Robustness in Bayesian Inference",
    author = "Owhadi, Houman and Scovel, Clint",
    journal = "ESAIM: Probability and Statistics",
    volume = "21",
    
    pages = "251-274",
    month = "December",
    year = "2017",
    doi = "https://doi.org/10.1051/ps/2017014",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160223-152453383",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78836,
    title ="Gamblets for opening the complexity-bottleneck of implicit schemes for hyperbolic and parabolic ODEs/PDEs with rough coefficients",
    author = "Owhadi, Houman and Zhang, Lei",
    journal = "Journal of Computational Physics",
    volume = "347",
    
    pages = "99-128",
    month = "October",
    year = "2017",
    doi = "https://doi.org/10.1016/j.jcp.2017.06.037",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170707-092240450",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/80807,
    title ="Self-Powered Dynamic Systems in the Framework of Optimal Uncertainty Quantification",
    author = "Khoshnoud, Farbod and Esat, Ibrahim I. and de Silva, Clarence W. and McKerns, Michael M. and Owhadi, Houman",
    journal = "Journal of Dynamic Systems, Measurement, and Control",
    volume = "139",
    number = "9",
    pages = "Art. No. 091005",
    month = "September",
    year = "2017",
    doi = "https://doi.org/10.1115/1.4036367",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170825-144657432",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64708,
    title ="Toward Machine Wald",
    author = "Owhadi, Houman and Scovel, Clint",
    
    
    
    pages = "157-191",
    month = "June",
    year = "2017",
    doi = "https://doi.org/10.1007/978-3-319-12385-1_3",
    isbn = "978-3-319-12384-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-064915023",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78885,
    title ="Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis",
    author = "Owhadi, Houman and Scovel, Clint",
    
    
    
    
    month = "May",
    year = "2017",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170710-085210757",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64710,
    title ="Separability of reproducing kernel Hilbert spaces",
    author = "Owhadi, Houman and Scovel, Clint",
    journal = "Proceedings of the American Mathematical Society",
    volume = "145",
    number = "5",
    pages = "2131-2138",
    month = "May",
    year = "2017",
    doi = "https://doi.org/10.1090/proc/13354",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-070508936",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/92171,
    title ="On testing the simulation theory",
    author = "Campbell, Tom and Owhadi, Houman and Sauvageauz, Joe and Watkinson, David",
    
    
    
    
    month = "February",
    year = "2017",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190109-112815344",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64685,
    title ="Multigrid with rough coefficients and Multiresolution operator decomposition from Hierarchical Information Games",
    author = "Owhadi, Houman",
    journal = "SIAM Review",
    volume = "59",
    number = "1",
    pages = "99-149",
    month = "February",
    year = "2017",
    doi = "https://doi.org/10.1137/15M1013894",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160223-133809979",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/97974,
    title ="The game theoretic approach to Uncertainty Quantification, reduced order modeling and numerical analysis",
    author = "Owhadi, Houman",
    
    
    
    pages = "Art. No. 2017-1092",
    month = "January",
    year = "2017",
    doi = "https://doi.org/10.2514/6.2017-1092",
    isbn = "9781624104527",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190816-144341264",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64687,
    title ="Extreme points of a ball about a measure with finite support",
    author = "Owhadi, Houman and Scovel, Clint",
    journal = "Communications in Mathematical Sciences",
    volume = "15",
    number = "1",
    pages = "77-96",
    month = "January",
    year = "2017",
    doi = "https://doi.org/10.4310/CMS.2017.v15.n1.a4",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160223-151629237",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/77906,
    title ="Self-Powered and Bio-Inspired Dynamic Systems: Research and Education",
    author = "Khoshnoud, Farbod and Esat, Ibrahim I. and Bonser, Richard H. C. and de Silva, Clarence W. and McKerns, Michael M. and Owhadi, Houman",
    
    volume = "4A",
    
    pages = "Art. No. V04AT05A046",
    month = "November",
    year = "2016",
    doi = "https://doi.org/10.1115/IMECE2016-65276",
    isbn = "978-0-7918-5054-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170602-084400992",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65413,
    title ="Variational and linearly implicit integrators, with applications",
    author = "Tao, Molei and Owhadi, Houman",
    journal = "IMA Journal of Numerical Analysis",
    volume = "36",
    number = "1",
    pages = "80-107",
    month = "January",
    year = "2016",
    doi = "https://doi.org/10.1093/imanum/dru064",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160317-083434102",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78251,
    title ="Introduction to Uncertainty Quantification",
    author = "Ghanem, Roger and Higdon, David and Owhadi, Houman",
    
    
    
    pages = "1-4",
    month = "January",
    year = "2016",
    doi = "https://doi.org/10.1007/978-3-319-11259-6_1-1",
    isbn = "978-3-319-11259-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170615-123732747",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64713,
    title ="Brittleness of Bayesian inference and new Selberg formulas",
    author = "Owhadi, Houman and Scovel, Clint",
    
    
    
    
    month = "October",
    year = "2015",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-073833523",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64712,
    title ="Temporal homogenization of linear ODEs, with applications to parametric super-resonance and energy harvest",
    author = "Tao, Molei and Owhadi, Houman",
    journal = "Archive for Rational Mechanics and Analysis",
    volume = "220",
    number = "1",
    pages = "261-296",
    month = "October",
    year = "2015",
    doi = "https://doi.org/10.1007/s00205-015-0932-4",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-071627521",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64709,
    title ="Conditioning Gaussian measure on Hilbert space",
    author = "Owhadi, Houman and Scovel, Clint",
    
    
    
    
    month = "September",
    year = "2015",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-065740350",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/61485,
    title ="Bayesian Numerical Homogenization",
    author = "Owhadi, Houman",
    journal = "Multiscale Modeling and Simulation",
    volume = "13",
    number = "3",
    pages = "812-828",
    month = "July",
    year = "2015",
    doi = "https://doi.org/10.1137/140974596 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20151023-105214463",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/61734,
    title ="Convex Optimal Uncertainty Quantification",
    author = "Han, Shuo and Tao, Molei and Topcu, Ufuk and Owhadi, Houman and Murray, Richard M.",
    journal = "SIAM Journal of Optimization",
    volume = "25",
    number = "3",
    pages = "1368-1387",
    month = "July",
    year = "2015",
    doi = "https://doi.org/10.1137/13094712X",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20151030-084615377",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/63492,
    title ="Brittleness of Bayesian inference under finite information in a continuous world",
    author = "Owhadi, Houman and Scovel, Clint and Sullivan, Tim",
    journal = "Electronic Journal of Statistics",
    volume = "9",
    number = "1",
    pages = "1-79",
    month = "January",
    year = "2015",
    doi = "https://doi.org/10.1214/15-EJS989",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160108-101302184",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/63498,
    title ="On the Brittleness of Bayesian Inference",
    author = "Owhadi, Houman and Scovel, Clint and Sullivan, Tim",
    journal = "SIAM Review",
    volume = "57",
    number = "4",
    pages = "566-582",
    month = "January",
    year = "2015",
    doi = "https://doi.org/10.1137/130938633",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160108-105121903",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/52194,
    title ="Optimal uncertainty quantification with model uncertainty and legacy data",
    author = "Kamga, P.-H. T. and Li, B. and McKerns, M. and Nguyen, L. H. and Ortiz, M. and Owhadi, H. and Sullivan, T. J.",
    journal = "Journal of the Mechanics and Physics of Solids",
    volume = "72",
    
    pages = "1-19",
    month = "December",
    year = "2014",
    doi = "https://doi.org/10.1016/j.jmps.2014.07.007",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20141201-081327318",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64686,
    title ="Polyharmonic homogenization, rough polyharmonic splines and sparse super-localization",
    author = "Owhadi, Houman and Zhang, Lei and Berlyand, Leonid",
    journal = "ESAIM-Mathematical Modelling and Numerical Analysis",
    volume = "48",
    number = "2",
    pages = "517-552",
    month = "March",
    year = "2014",
    doi = "https://doi.org/10.1051/m2an/2013118",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160223-143844457",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64724,
    title ="Preface",
    author = "Balarac, Guillaume and Owhadi, Houman",
    journal = "ESAIM: Mathematical Modelling and Numerical Analysis",
    volume = "48",
    number = "2",
    pages = "305",
    month = "January",
    year = "2014",
    doi = "https://doi.org/10.1051/m2an/2013108",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-085030779",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/42555,
    title ="Optimal Uncertainty Quantification for Legacy Data Observations of Lipschitz Functions",
    author = "Sullivan, T. J. and McKerns, M. and Meyer, D. and Theil, F. and Owhadi, H. and Ortiz, M.",
    journal = "ESAIM-Mathematical Modelling and Numerical Analysis",
    volume = "47",
    number = "6",
    pages = "1657-1689",
    month = "November",
    year = "2013",
    doi = "https://doi.org/10.1051/m2an/2013083   ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20131119-093417975",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/108182,
    title ="Modeling Across Scales: Discrete Geometric Structures in Homogenization and Inverse Homogenization",
    author = "Desbrun, Mathieu and Donaldson, Roger D. and Owhadi, Houman",
    
    
    
    pages = "19-64",
    month = "July",
    year = "2013",
    doi = "https://doi.org/10.1002/9783527671632.ch02",
    isbn = "9783527671632",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210224-145143008",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/41015,
    title ="On the equilibrium of simplicial masonry structures",
    author = "de Goes, Fernando and Alliez, Pierre and Owhadi, Houman and Desbrun, Mathieu",
    journal = "ACM Transactions on Graphics",
    volume = "32",
    number = "4",
    pages = "Art. No. 93",
    month = "July",
    year = "2013",
    doi = "https://doi.org/10.1145/2461912.2461932   ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20130829-153504635",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/39150,
    title ="Variational integrators for electric circuits",
    author = "Ober-Blöbaum, Sina and Tao, Molei and Cheng, Mulin and Owhadi, Houman and Marsden, Jerrold E.",
    journal = "Journal of Computational Physics",
    volume = "242",
    
    pages = "498-530",
    month = "June",
    year = "2013",
    doi = "https://doi.org/10.1016/j.jcp.2013.02.006",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20130628-141442082",
}
@book_section {CaltechCDSTR_https://authors.library.caltech.edu/id/eprint/34293,
    title ="Convex optimal uncertainty quantification: Algorithms and a case study in energy storage placement for power grids",
    author = "Han, Shuo and Topcu, Ufuk and Tao, Molei and Owhadi, Houman and Murray, Richard M.",
    
    
    
    pages = "1130-1137",
    month = "June",
    year = "2013",
    
    isbn = "978-1-4799-0177-7",
    url = "https://resolver.caltech.edu/CaltechCDSTR:2012.002",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/38962,
    title ="Optimal Uncertainty Quantification",
    author = "Owhadi, H. and Scovel, C. and Sullivan, T. J. and McKerns, M. and Ortiz, M.",
    journal = "SIAM Review",
    volume = "55",
    number = "2",
    pages = "271-345",
    month = "May",
    year = "2013",
    doi = "https://doi.org/10.1137/10080782X",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20130618-075057070",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64731,
    title ="Ergodicity of Langevin Processes with Degenerate Diffusion in Momentums",
    author = "Bou-Rabee, Nawaf and Owhadi, Houman",
    
    
    
    
    month = "April",
    year = "2013",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-103320707",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/38248,
    title ="Control of a model of DNA division via parametric resonance",
    author = "Koon, Wang Sang and Owhadi, Houman and Tao, Molei and Yanao, Tomohiro",
    journal = "Chaos",
    volume = "23",
    number = "1",
    pages = "Art. No. 013117",
    month = "March",
    year = "2013",
    doi = "https://doi.org/10.1063/1.4790835",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20130502-133827036",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/31267,
    title ="Rigorous model-based uncertainty quantification with application to terminal ballistics, part I: Systems with controllable inputs and small scatter",
    author = "Kidane, A. and Lashgari, A. and Li, B. and McKerns, M. and Ortiz, M. and Owhadi, H. and Ravichandran, G. and Stalzer, M. and Sullivan, T. J.",
    journal = "Journal of the Mechanics and Physics of Solids",
    volume = "60",
    number = "5",
    pages = "983-1001",
    month = "May",
    year = "2012",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120502-091106236",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/30402,
    title ="Rigorous model-based uncertainty quantification with application to terminal ballistics—Part II. Systems with uncontrollable inputs and large scatter",
    author = "Adams, M. and Lashgari, A. and Li, B. and McKerns, M. and Mihaly, J. and Ortiz, M. and Owhadi, H. and Rosakis, A. J. and Stalzer, M. and Sullivan, T. J.",
    journal = "Journal of the Mechanics and Physics of Solids",
    volume = "60",
    number = "5",
    pages = "1002-1019",
    month = "May",
    year = "2012",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120430-133945935",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64716,
    title ="The optimal uncertainty algorithm in the mystic framework",
    author = "McKerns, M. and Owhadi, H. and Scovel, C. and Sullivan, T. J. and Ortiz, M.",
    
    
    
    
    month = "February",
    year = "2012",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-080348129",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/28984,
    title ="Localized Bases for Finite-Dimensional Homogenization Approximations with Nonseparated Scales and High Contrast",
    author = "Owhadi, Houman and Zhang, Lei",
    journal = "Multiscale Modeling and Simulation",
    volume = "9",
    number = "4",
    pages = "1373-1398",
    month = "November",
    year = "2011",
    doi = "https://doi.org/10.1137/100813968",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120126-112528320",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/24982,
    title ="Rigorous uncertainty quantification without integral testing",
    author = "Topcu, U. and Lucas, L. J. and Owhadi, H. and Ortiz, M.",
    journal = "Reliability Engineering and System Safety",
    volume = "96",
    number = "9",
    pages = "1085-1091",
    month = "September",
    year = "2011",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20110822-140452319",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/23320,
    title ="A non-adapted sparse approximation of PDEs with stochastic inputs",
    author = "Doostan, Alireza and Owhadi, Houman",
    journal = "Journal of Computational Physics",
    volume = "230",
    number = "8",
    pages = "3015-3034",
    month = "April",
    year = "2011",
    doi = "https://doi.org/10.1016/j.jcp.2011.01.002 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20110414-085411000",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/22912,
    title ="Uncertainty quantification via codimension-one partitioning",
    author = "Sullivan, T. J. and Topcu, U. and McKerns, M. and Owhadi, H.",
    journal = "International Journal for Numerical Methods in Engineering",
    volume = "85",
    number = "12",
    pages = "1499-1521",
    month = "March",
    year = "2011",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20110315-151154130",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/23526,
    title ="Space-time FLAVORS: finite difference, multisymlectic, and pseudospectral integrators for multiscale PDEs",
    author = "Tao, Molei and Owhadi, Houman and Marsden, Jerrold E.",
    journal = "Dynamics of Partial Differential Equations",
    volume = "8",
    number = "1",
    pages = "21-45",
    month = "March",
    year = "2011",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20110502-134102771",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/29301,
    title ="From efficient symplectic exponentiation of matrices to symplectic integration of high-dimensional Hamiltonian systems with slowly varying quadratic stiff potentials",
    author = "Tao, Molei and Owhadi, Houman and Marsden, Jerrold E.",
    journal = "Applied Mathematics Research eXpress",
    volume = "2011",
    number = "2",
    pages = "242-280",
    month = "January",
    year = "2011",
    doi = "https://doi.org/10.1093/amrx/abr008",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120215-101206163",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/22983,
    title ="A cutoff phenomenon in accelerated stochastic simulations of chemical kinetics via flow averaging (FLAVOR-SSA)",
    author = "Bayati, Basil and Owhadi, Houman and Koumoutsakos, Petros",
    journal = "Journal of Chemical Physics",
    volume = "133",
    number = "24",
    pages = "Art. No. 244117",
    month = "December",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20110318-145129123",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/20494,
    title ="Flux Norm Approach to Finite Dimensional Homogenization Approximations with Non-Separated Scales and High Contrast",
    author = "Berlyand, Leonid and Owhadi, Houman",
    journal = "Archive for Rational Mechanics and Analysis",
    volume = "198",
    number = "2",
    pages = "677-721",
    month = "November",
    year = "2010",
    doi = "https://doi.org/10.1007/s00205-010-0302-1 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20101025-093609352",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27193,
    title ="Localized bases for finite dimensional homogenization\r approximations with non-separated scales and high-contrast",
    author = "Owhadi, Houman and Zhang, Lei",
    
    
    number = "2010-04",
    
    month = "November",
    year = "2010",
    
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-113719601",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64721,
    title ="Equivalence of concentration inequalities for linear and non-linear functions",
    author = "Sullivan, T. J. and Owhadi, H.",
    
    
    
    
    month = "September",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-082333411",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27192,
    title ="Optimal Uncertainty Quantification",
    author = "Owhadi, H. and Scovel, C. and Sullivan, T. J. and McKerns, M. and Ortiz, M.",
    
    
    number = "2010-03",
    
    month = "September",
    year = "2010",
    
    doi = "https://doi.org/10.7907/TTW6-QD19",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-113158874",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/20161,
    title ="Nonintrusive and Structure Preserving Multiscale Integration of Stiff ODEs, SDEs, and Hamiltonian Systems with Hidden Slow Dynamics via Flow Averaging",
    author = "Tao, Molei and Owhadi, Houman and Marsden, Jerrold E.",
    journal = "Multiscale Modeling and Simulation",
    volume = "8",
    number = "4",
    pages = "1269-1324",
    month = "July",
    year = "2010",
    doi = "https://doi.org/10.1137/090771648",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100927-105248361",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64726,
    title ="Temperature and Friction Accelerated Sampling of Boltzmann-Gibbs Distribution",
    author = "Tao, Molei and Owhadi, Houman and Marsden, Jerrold E.",
    
    
    
    
    month = "July",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-090906859",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/18960,
    title ="Optimal Control Strategies for Robust Certification",
    author = "Leyendecker, Sigrid and Lucas, Leonard J. and Owhadi, Houman and Ortiz, Michael",
    journal = "Journal of Computational and Nonlinear Dynamics",
    volume = "5",
    number = "3",
    pages = "Art. No. 031008",
    month = "July",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100709-105908209",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/92163,
    title ="Uncertainty quantification via codimension one domain partitioning and a new concentration inequality",
    author = "Sullivan, Timothy J. and McKerns, Mike and Topcu, Ufuk and Owhadi, Houman",
    journal = "Procedia - Social and Behavioral Sciences",
    volume = "2",
    number = "6",
    pages = "7751-7752",
    month = "June",
    year = "2010",
    doi = "https://doi.org/10.1016/j.sbspro.2010.05.211",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190109-104739732",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64725,
    title ="Structure preserving Stochastic Impulse Methods for stiff Langevin systems with a uniform global error of order 1 or 1/2 on position",
    author = "Tao, Molei and Owhadi, Houman and Marsden, Jerrold E.",
    
    
    
    
    month = "June",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-085934570",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/23805,
    title ="Global Energy Matching Method for Atomistic-to-Continuum Modeling of Self-Assembling Biopolymer Aggregates",
    author = "Zhang, Lei and Berlyand, Leonid and Fedorov, Maxim V. and Owhadi, Houman",
    journal = "Multiscale Modeling & Simulation",
    volume = "8",
    number = "5",
    pages = "1958-1980",
    month = "January",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20110526-090344006",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/18618,
    title ="Long-Run Accuracy of Variational Integrators in the Stochastic Context",
    author = "Bou-Rabee, Nawaf and Owhadi, Houman",
    journal = "SIAM Journal on Numerical Analysis",
    volume = "48",
    number = "1",
    pages = "278-297",
    month = "January",
    year = "2010",
    doi = "https://doi.org/10.1137/090758842 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100609-111014824",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/75495,
    title ="Multiple target detection using Bayesian learning",
    author = "Nair, Sujit and Chevva, Konda Reddy and Owhadi, Houman and Marsden, Jerrold",
    
    
    
    pages = "8549-8554",
    month = "December",
    year = "2009",
    doi = "https://doi.org/10.1109/CDC.2009.5399565",
    isbn = "978-1-4244-3871-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170328-173555191",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27172,
    title ="Discrete Geometric Structures in Homogenization and Inverse Homogenization with Application to EIT",
    author = "Desbrun, Mathieu and Donaldson, Roger D. and Owhadi, Houman",
    
    
    number = "2009-02",
    
    month = "August",
    year = "2009",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-163848887",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27185,
    title ="Flux Norm Approach to Homogenization Problems with non-separated Scales",
    author = "Berlyand, Leonid and Owhadi, Houman",
    
    
    number = "2009-03",
    
    month = "August",
    year = "2009",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-105135181",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27186,
    title ="Non-intrusive and structure preserving multiscale integration of stiff ODEs, SDEs and Hamiltonian systems with hidden slow dynamics via flow averaging",
    author = "Tao, Molei and Owhadi, Houman and Marsden, Jerrold E.",
    
    
    number = "2009-04",
    
    month = "August",
    year = "2009",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-110532817",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/15822,
    title ="Numerical coarsening of inhomogeneous elastic materials",
    author = "Kharevych, Lily and Mullen, Patrick and Owhadi, Houman and Desbrun, Mathieu",
    journal = "ACM Transactions on Graphics",
    volume = "28",
    number = "3",
    pages = "Art. No. 51",
    month = "August",
    year = "2009",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20090911-153604312",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/72060,
    title ="Numerical coarsening of inhomogeneous elastic materials",
    author = "Kharevych, Lily and Mullen, Patrick and Owhadi, Houman and Desbrun, Mathieu",
    
    
    
    pages = "Art. No. 51",
    month = "August",
    year = "2009",
    doi = "https://doi.org/10.1145/1576246.1531357",
    isbn = "978-1-60558-726-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161116-134645591",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/14570,
    title ="Stochastic variational integrators",
    author = "Bou-Rabee, Nawaf and Owhadi, Houman",
    journal = "IMA Journal of Numerical Analysis",
    volume = "29",
    number = "2",
    pages = "421-443",
    month = "April",
    year = "2009",
    doi = "https://doi.org/10.1093/imanum/drn018",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20090713-115112523",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12939,
    title ="Numerical homogenization of the acoustic wave equations with a continuum of scales",
    author = "Owhadi, Houman and Zhang, Lei",
    journal = "Computer Methods in Applied Mechanics and Engineering",
    volume = "198",
    number = "3-4",
    pages = "397-406",
    month = "December",
    year = "2008",
    doi = "https://doi.org/10.1016/j.cma.2008.08.012",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:OWHcmame08",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12554,
    title ="Rigorous verification, validation, uncertainty quantification and certification through concentration-of-measure inequalities",
    author = "Lucas, L. J. and Owhadi, H. and Ortiz, M.",
    journal = "Computer Methods in Applied Mechanics and Engineering",
    volume = "197",
    number = "51-52",
    pages = "4591-4609",
    month = "October",
    year = "2008",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:LUCcmame08",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64800,
    title ="Bistable Equilibrium Points of Mercury Body Burden",
    author = "Owhadi, Houman and Boulos, Areen",
    journal = "Journal of Biological Systems",
    volume = "16",
    number = "1",
    pages = "139-150",
    month = "March",
    year = "2008",
    doi = "https://doi.org/10.1142/S0218339008002459",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160226-104801314",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9431,
    title ="Homogenization of Parabolic Equations with a Continuum of Space and Time Scales",
    author = "Owhadi, Houman and Zhang, Lei",
    journal = "SIAM Journal on Numerical Analysis",
    volume = "46",
    number = "1",
    pages = "1-36",
    month = "December",
    year = "2007",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:OWHsiamjna07",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64730,
    title ="Ballistic Transport at Uniform Temperature",
    author = "Bou-Rabee, Nawaf and Owhadi, Houman",
    
    
    
    
    month = "October",
    year = "2007",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-101438724",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64729,
    title ="Stochastic Variational Partitioned Runge-Kutta Integrators for Constrained Systems",
    author = "Bou-Rabee, Nawaf and Owhadi, Houman",
    
    
    
    
    month = "September",
    year = "2007",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-100431574",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64728,
    title ="Metric based up-scaling",
    author = "Owhadi, Houman and Zhang, Lei",
    
    
    
    
    month = "November",
    year = "2005",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-094627612",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/92165,
    title ="From a market of dreamers to economical shocks",
    author = "Owhadi, Houman",
    journal = "Physica A",
    volume = "343",
    
    pages = "583-602",
    month = "November",
    year = "2004",
    doi = "https://doi.org/10.1016/j.physa.2004.05.078",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190109-105904110",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64739,
    title ="Averaging Versus Chaos in Turbulent Transport?",
    author = "Owhadi, Houman",
    journal = "Communications in Mathematical Physics",
    volume = "247",
    number = "3",
    pages = "553-599",
    month = "June",
    year = "2004",
    doi = "https://doi.org/10.1007/s00220-004-1069-8",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-131618930",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9058,
    title ="Anomalous slow diffusion from perpetual homogenization",
    author = "Owhadi, Houman",
    journal = "Annals of Probability",
    volume = "31",
    number = "4",
    pages = "1935-1969",
    month = "October",
    year = "2003",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:OWHaop03",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64738,
    title ="Approximation of the effective conductivity of ergodic media by periodization",
    author = "Owhadi, Houman",
    journal = "Probability Theory and Related Fields",
    volume = "125",
    number = "2",
    pages = "225-258",
    month = "February",
    year = "2003",
    doi = "https://doi.org/10.1007/s00440-002-0240-4",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-124326510",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64736,
    title ="Multi-scale homogenization with bounded ratios and Anomalous Slow Diffusion",
    author = "Ben Arous, Gérard and Owhadi, Houman",
    journal = "Communications on Pure and Applied Mathematics",
    volume = "56",
    number = "1",
    pages = "80-113",
    month = "January",
    year = "2003",
    doi = "https://doi.org/10.1002/cpa.10053",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-121708361",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/64735,
    title ="Super-diffusivity in a shear flow model from perpetual homogenization",
    author = "Ben Arous, Gérard and Owhadi, Houman",
    journal = "Communications in Mathematical Physics",
    volume = "227",
    number = "2",
    pages = "281-302",
    month = "May",
    year = "2002",
    doi = "https://doi.org/10.1007/s002200200640",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-110658762",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/75947,
    title ="Distances and diameters in concentration inequalities: from geometry to optimal assignment of sampling resources",
    author = "Sullivan, Tim J. and Owhadi, Houman",
    journal = "International Journal for Uncertainty Quantification",
    volume = "2",
    number = "1",
    pages = "21-38",
    month = "January",
    year = "2002",
    doi = "https://doi.org/10.1615/Int.J.UncertaintyQuantification.2011003433",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170408-142731157",
}