@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106492,
    title ="Multipole Graph Neural Operator for Parametric Partial Differential Equations",
    author = "Li, Zongyi and Kovachki, Nikola and Azizzadenesheli, Kamyar and Liu, Burigede and Bhattacharya, Kaushik and Stuart, Andrew and Anandkumar, Anima",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120222366",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/71941,
    title ="The Bayesian Approach to Inverse Problems",
    author = "Dashti, Masoumeh and Stuart, Andrew M.",
    
    
    
    pages = "311-428",
    month = "January",
    year = "2017",
    doi = "https://doi.org/10.1007/978-3-319-12385-1_7",
    isbn = "978-3-319-12384-4",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-104641272",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/71945,
    title ="Parameter estimation for multiscale diffusions: an overview",
    author = "Pavliotis, Grigorios A. and Pokern, Yvo and Stuart, Andrew M.",
    
    
    
    pages = "429-472",
    month = "January",
    year = "2012",
    
    isbn = "978-1-4398-4940-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-105740878",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/71948,
    title ="Signal processing problems on function space: Bayesian formulation, stochastic PDEs and effective MCMC methods",
    author = "Hairer, M. and Stuart, A. M. and Voss, J.",
    
    
    
    pages = "833-873",
    month = "March",
    year = "2011",
    
    isbn = "9780199532902",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-111346824",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/71946,
    title ="Multiscale modelling and inverse problems",
    author = "Nolen, James and Pavliotis, Grigorios A. and Stuart, Andrew M.",
    
    
    number = "83",
    pages = "1-34",
    month = "January",
    year = "2011",
    
    isbn = "978-3-642-22061-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-110328030",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78094,
    title ="MCMC methods for sampling function space",
    author = "Beskos, Alexandros and Stuart, Andrew",
    
    
    
    pages = "337-364",
    month = "June",
    year = "2009",
    doi = "https://doi.org/10.4171/056-1/16",
    isbn = "978-3-03719-056-2",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-093904953",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78188,
    title ="Sampling conditioned diffusions",
    author = "Hairer, Martin and Stuart, Andrew and Voss, Jochen",
    
    
    number = "353",
    pages = "159-186",
    month = "March",
    year = "2009",
    doi = "https://doi.org/10.1017/CBO9781139107020.009",
    isbn = "9781139107020",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170614-080019284",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78099,
    title ="Computational Complexity of Metropolis-Hastings Methods in High Dimensions",
    author = "Beskos, Alexandros and Stuart, Andrew",
    
    
    
    pages = "61-71",
    month = "January",
    year = "2009",
    doi = "https://doi.org/10.1007/978-3-642-04107-5_4",
    isbn = "978-3-642-04106-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-102025036",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/71950,
    title ="Green’s Functions by Monte Carlo",
    author = "White, David and Stuart, Andrew",
    
    
    
    pages = "627-636",
    month = "January",
    year = "2009",
    
    isbn = "978-3-642-04106-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161111-113156226",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78172,
    title ="Monte Carlo Studies of Effective Diffusivities for Inertial Particles",
    author = "Pavliotis, G. A. and Stuart, A. M. and Band, L.",
    
    
    
    pages = "431-441",
    month = "January",
    year = "2006",
    doi = "https://doi.org/10.1007/3-540-31186-6_26",
    isbn = "978-3-540-25541-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-140425580",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78165,
    title ="Deterministic and random dynamical systems: theory and numerics",
    author = "Humphries, A. R. and Stuart, A. M.",
    
    
    number = "75",
    pages = "211-254",
    month = "January",
    year = "2002",
    doi = "https://doi.org/10.1007/978-94-010-0510-4_6",
    isbn = "978-1-4020-0782-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-125750895",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78187,
    title ="Statistics From Computations",
    author = "Sigurgeirsson, Hersir and Stuart, A. M.",
    
    
    number = "284",
    pages = "323-344",
    month = "January",
    year = "2001",
    
    isbn = "978-0-521-00349-0",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170614-073434784",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78174,
    title ="Convergence Proofs for Numerical IVP Software",
    author = "Lamba, Harbir and Stuart, Andrew",
    
    
    number = "118",
    pages = "107-125",
    month = "January",
    year = "2000",
    doi = "https://doi.org/10.1007/978-1-4612-1274-4_6",
    isbn = "9781461270737",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-142949630",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78173,
    title ="Convergence and stability in the numerical approximation of\r dynamical systems",
    author = "Stuart, Andrew",
    
    
    
    pages = "145-169",
    month = "January",
    year = "1997",
    
    
    isbn = "9780198500148",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-141546199",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78169,
    title ="Perturbation Theory for Infinite Dimensional Dynamical Systems",
    author = "Stuart, Andrew",
    
    
    number = "4",
    pages = "181-290",
    month = "January",
    year = "1995",
    
    
    isbn = "978-0198511939",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170613-133150018",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78127,
    title ="Approximation of dissipative partial differential equations over long time intervals",
    author = "Humphries, A. R. and Jones, D. A. and Stuart, A. M.",
    
    
    number = "303",
    pages = "180-207",
    month = "January",
    year = "1994",
    
    isbn = "9780582225688",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-152618052",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78120,
    title ="The Global Attractor Under Discretisation",
    author = "Stuart, Andrew",
    
    
    number = "313",
    pages = "211-225",
    month = "January",
    year = "1990",
    doi = "https://doi.org/10.1007/978-94-009-0659-4_14",
    isbn = "978-94-010-6781-2",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-140046210",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/78113,
    title ="The Mathematics of Porous Medium Combustion",
    author = "Stuart, A. M.",
    
    
    number = "13",
    pages = "295-313",
    month = "January",
    year = "1988",
    doi = "https://doi.org/10.1007/978-1-4613-9608-6_18",
    isbn = "978-1-4613-9610-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170612-132031395",
}