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Andrew M Stuart
Andrew M Stuart
Computing + Mathematical Sciences, Caltech
Verified email at caltech.edu - Homepage
Title
Cited by
Cited by
Year
Inverse problems: a Bayesian perspective
AM Stuart
Acta numerica 19, 451-559, 2010
18002010
Multiscale methods: averaging and homogenization
G Pavliotis, A Stuart
Springer Science & Business Media, 2008
1322*2008
Dynamical systems and numerical analysis
A Stuart, AR Humphries
Cambridge University Press, 1998
12841998
Fourier neural operator for parametric partial differential equations
Z Li, N Kovachki, K Azizzadenesheli, B Liu, K Bhattacharya, A Stuart, ...
arXiv preprint arXiv:2010.08895, 2020
12382020
Strong convergence of Euler-type methods for nonlinear stochastic differential equations
DJ Higham, X Mao, AM Stuart
SIAM journal on numerical analysis 40 (3), 1041-1063, 2002
7872002
Ergodicity for SDEs and approximations: locally Lipschitz vector fields and degenerate noise
JC Mattingly, AM Stuart, DJ Higham
Stochastic processes and their applications 101 (2), 185-232, 2002
6992002
MCMC methods for functions: modifying old algorithms to make them faster
SL Cotter, GO Roberts, AM Stuart, D White
6572013
The Bayesian approach to inverse problems
M Dashti, AM Stuart
arXiv preprint arXiv:1302.6989, 2013
5782013
Data assimilation
K Law, A Stuart, K Zygalakis
Cham, Switzerland: Springer 214, 52, 2015
5432015
Neural operator: Graph kernel network for partial differential equations
A Anandkumar, K Azizzadenesheli, K Bhattacharya, N Kovachki, Z Li, ...
ICLR 2020 Workshop on Integration of Deep Neural Models and Differential, 2020
442*2020
Extracting macroscopic dynamics: model problems and algorithms
D Givon, R Kupferman, A Stuart
Nonlinearity 17 (6), R55, 2004
4292004
Optimal tuning of the hybrid Monte Carlo algorithm
A Beskos, N Pillai, G Roberts, JM Sanz-Serna, A Stuart
3692013
Ensemble Kalman methods for inverse problems
MA Iglesias, KJH Law, AM Stuart
Inverse Problems 29 (4), 045001, 2013
3542013
The global dynamics of discrete semilinear parabolic equations
CM Elliott, AM Stuart
SIAM journal on numerical analysis 30 (6), 1622-1663, 1993
3531993
Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs.
NB Kovachki, Z Li, B Liu, K Azizzadenesheli, K Bhattacharya, AM Stuart, ...
J. Mach. Learn. Res. 24 (89), 1-97, 2023
329*2023
Earth system modeling 2.0: A blueprint for models that learn from observations and targeted high‐resolution simulations
T Schneider, S Lan, A Stuart, J Teixeira
Geophysical Research Letters 44 (24), 12,396-12,417, 2017
3152017
A first course in continuum mechanics
O Gonzalez, AM Stuart
Cambridge University Press, 2008
2852008
A model mechanism for the chemotactic response of endothelial cells to tumour angiogenesis factor
MAJ Chaplain, AM Stuart
Mathematical Medicine and Biology: A Journal of the IMA 10 (3), 149-168, 1993
2591993
MCMC methods for diffusion bridges
A Beskos, G Roberts, A Stuart, J Voss
Stochastics and Dynamics 8 (03), 319-350, 2008
2462008
Model reduction and neural networks for parametric PDEs
K Bhattacharya, B Hosseini, NB Kovachki, AM Stuart
The SMAI journal of computational mathematics 7, 121-157, 2021
2432021
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