@inbook{https://authors.library.caltech.edu/records/gqmwj-t9b36,
    authors = "Li, Zongyi and Kovachki, Nikola and Azizzadenesheli, Kamyar and Liu, Burigede and Bhattacharya, Kaushik and Stuart, Andrew and Anandkumar, Anima",
    chapter = "Multipole Graph Neural Operator for Parametric Partial Differential Equations",
    publisher = "Advances in Neural Information Processing Systems",
    year = "2020",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120222366",
    id = "https://authors.library.caltech.edu/records/gqmwj-t9b36",
    doi = "10.48550/arXiv.2006.09535"
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@inbook{https://authors.library.caltech.edu/records/nv6wx-sn328,
    authors = "Dashti, Masoumeh and Stuart, Andrew M.",
    title = "Handbook of Uncertainty Quantification",
    chapter = "The Bayesian Approach to Inverse Problems",
    address = "Cham, Switzerland",
    publisher = "Springer",
    year = "2017",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-104641272",
    id = "https://authors.library.caltech.edu/records/nv6wx-sn328",
    isbn = "978-3-319-12384-4",
    doi = "10.1007/978-3-319-12385-1\_7",
    pages = "311-428"
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@inbook{https://authors.library.caltech.edu/records/j3zq6-wwb24,
    authors = "Pavliotis, Grigorios A. and Pokern, Yvo and Stuart, Andrew M.",
    title = "Statistical Methods for Stochastic Differential Equations",
    chapter = "Parameter estimation for multiscale diffusions: an overview",
    address = "Boca Raton, FL",
    publisher = "Chapman and Hall/CRC",
    year = "2012",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-105740878",
    id = "https://authors.library.caltech.edu/records/j3zq6-wwb24",
    isbn = "978-1-4398-4940-8",
    doi = "10.1201/b12126-8",
    pages = "429-472"
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@inbook{https://authors.library.caltech.edu/records/evv21-g9q71,
    authors = "Hairer, M. and Stuart, A. M. and Voss, J.",
    title = "The Oxford Handbook of Nonlinear Filtering",
    chapter = "Signal processing problems on function space: Bayesian formulation, stochastic PDEs and effective MCMC methods",
    address = "Oxford, UK",
    publisher = "Oxford University Press",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-111346824",
    id = "https://authors.library.caltech.edu/records/evv21-g9q71",
    isbn = "9780199532902",
    pages = "833-873"
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@inbook{https://authors.library.caltech.edu/records/bcezy-zr077,
    authors = "Nolen, James and Pavliotis, Grigorios A. and Stuart, Andrew M.",
    title = "Numerical Analysis of Multiscale Problems",
    chapter = "Multiscale modelling and inverse problems",
    address = "Berlin",
    publisher = "Springer-Verlag",
    year = "2011",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-110328030",
    id = "https://authors.library.caltech.edu/records/bcezy-zr077",
    isbn = "978-3-642-22061-6",
    doi = "10.1007/978-3-642-22061-6\_1",
    pages = "1-34"
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@inbook{https://authors.library.caltech.edu/records/72177-s9k74,
    authors = "Beskos, Alexandros and Stuart, Andrew",
    title = "Sixth International Congress on Industrial and Applied Mathematics",
    chapter = "MCMC methods for sampling function space",
    address = "Zurich",
    publisher = "European Mathematical Society",
    year = "2009",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-093904953",
    id = "https://authors.library.caltech.edu/records/72177-s9k74",
    isbn = "978-3-03719-056-2",
    doi = "10.4171/056-1/16",
    pages = "337-364"
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@inbook{https://authors.library.caltech.edu/records/pxfmt-jy760,
    authors = "Hairer, Martin and Stuart, Andrew and Voss, Jochen",
    title = "Trends in Stochastic Analysis",
    chapter = "Sampling conditioned diffusions",
    address = "Cambridge",
    publisher = "Cambridge University Press",
    year = "2009",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170614-080019284",
    id = "https://authors.library.caltech.edu/records/pxfmt-jy760",
    isbn = "9781139107020",
    doi = "10.1017/CBO9781139107020.009",
    pages = "159-186"
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@inbook{https://authors.library.caltech.edu/records/ft5ke-79y61,
    authors = "Beskos, Alexandros and Stuart, Andrew",
    title = "Monte Carlo and Quasi-Monte Carlo Methods 2008",
    chapter = "Computational Complexity of Metropolis-Hastings Methods in High Dimensions",
    address = "New York",
    publisher = "Springer",
    year = "2009",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-102025036",
    id = "https://authors.library.caltech.edu/records/ft5ke-79y61",
    isbn = "978-3-642-04106-8",
    doi = "10.1007/978-3-642-04107-5\_4",
    pages = "61-71"
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@inbook{https://authors.library.caltech.edu/records/y5x3s-0nq75,
    authors = "White, David and Stuart, Andrew",
    title = "Monte Carlo and Quasi-Monte Carlo Methods 2008",
    chapter = "Green's Functions by Monte Carlo",
    address = "Berlin",
    publisher = "Springer",
    year = "2009",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-113156226",
    id = "https://authors.library.caltech.edu/records/y5x3s-0nq75",
    isbn = "978-3-642-04106-8",
    doi = "10.1007/978-3-642-04107-5\_41",
    pages = "627-636"
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@inbook{https://authors.library.caltech.edu/records/ft7hh-p3059,
    authors = "Pavliotis, G. A. and Stuart, A. M. and Band, L.",
    title = "Monte Carlo and Quasi-Monte Carlo Methods 2004",
    chapter = "Monte Carlo Studies of Effective Diffusivities for Inertial Particles",
    address = "New York, NY",
    publisher = "Springer",
    year = "2006",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-140425580",
    id = "https://authors.library.caltech.edu/records/ft7hh-p3059",
    isbn = "978-3-540-25541-3",
    doi = "10.1007/3-540-31186-6\_26",
    pages = "431-441"
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@inbook{https://authors.library.caltech.edu/records/85fr2-jrr64,
    authors = "Humphries, A. R. and Stuart, A. M.",
    title = "Modern Methods in Scientific Computing and Applications",
    chapter = "Deterministic and random dynamical systems: theory and numerics",
    address = "Dordrecht",
    publisher = "Springer",
    year = "2002",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-125750895",
    id = "https://authors.library.caltech.edu/records/85fr2-jrr64",
    isbn = "978-1-4020-0782-8",
    doi = "10.1007/978-94-010-0510-4\_6",
    pages = "211-254"
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@inbook{https://authors.library.caltech.edu/records/00a3b-d0w60,
    authors = "Sigurgeirsson, Hersir and Stuart, A. M.",
    title = "Foundations of Computational Mathematics",
    chapter = "Statistics From Computations",
    address = "New York, NY",
    publisher = "Cambridge University Press",
    year = "2001",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170614-073434784",
    id = "https://authors.library.caltech.edu/records/00a3b-d0w60",
    isbn = "978-0-521-00349-0",
    pages = "323-344"
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@inbook{https://authors.library.caltech.edu/records/bfwg1-6pg46,
    authors = "Lamba, Harbir and Stuart, Andrew",
    title = "Dynamics of Algorithms",
    chapter = "Convergence Proofs for Numerical IVP Software",
    address = "New York, NY",
    publisher = "Springer",
    year = "2000",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-142949630",
    id = "https://authors.library.caltech.edu/records/bfwg1-6pg46",
    isbn = "9781461270737",
    doi = "10.1007/978-1-4612-1274-4\_6",
    pages = "107-125"
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@inbook{https://authors.library.caltech.edu/records/zppe8-bm791,
    authors = "Stuart, Andrew",
    title = "The State of the Art in Numerical Analysis",
    chapter = "Convergence and stability in the numerical approximation of
 dynamical systems",
    address = "Oxford",
    publisher = "Oxford University Press",
    year = "1997",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-141546199",
    id = "https://authors.library.caltech.edu/records/zppe8-bm791",
    isbn = "9780198500148",
    pages = "145-169"
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@inbook{https://authors.library.caltech.edu/records/ca33n-4w564,
    authors = "Stuart, Andrew",
    title = "Theory and Numerics of Ordinary and Partial Differential Equations",
    chapter = "Perturbation Theory for Infinite Dimensional Dynamical Systems",
    address = "Oxford",
    publisher = "Oxford University Press",
    year = "1995",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-133150018",
    id = "https://authors.library.caltech.edu/records/ca33n-4w564",
    isbn = "978-0198511939",
    pages = "181-290"
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@inbook{https://authors.library.caltech.edu/records/jep36-3q894,
    authors = "Humphries, A. R. and Jones, D. A. and Stuart, A. M.",
    title = "Numerical Analysis 1993",
    chapter = "Approximation of dissipative partial differential equations over long time intervals",
    publisher = "Longman Scientific \& Technical",
    year = "1994",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-152618052",
    id = "https://authors.library.caltech.edu/records/jep36-3q894",
    isbn = "9780582225688",
    pages = "180-207"
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@inbook{https://authors.library.caltech.edu/records/an7xg-43319,
    authors = "Stuart, Andrew",
    title = "Continuation and Bifurcations: Numerical Techniques and Applications",
    chapter = "The Global Attractor Under Discretisation",
    address = "Dordrecht",
    publisher = "Springer Netherlands",
    year = "1990",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-140046210",
    id = "https://authors.library.caltech.edu/records/an7xg-43319",
    isbn = "978-94-010-6781-2",
    doi = "10.1007/978-94-009-0659-4\_14",
    pages = "211-225"
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@inbook{https://authors.library.caltech.edu/records/55yhx-6v166,
    authors = "Stuart, A. M.",
    title = "Nonlinear Diffusion Equations and Their Equilibrium States II",
    chapter = "The Mathematics of Porous Medium Combustion",
    address = "New York, NY",
    publisher = "Springer",
    year = "1988",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-132031395",
    id = "https://authors.library.caltech.edu/records/55yhx-6v166",
    isbn = "978-1-4613-9610-9",
    doi = "10.1007/978-1-4613-9608-6\_18",
    pages = "295-313"
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