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Andrew Stuart: Preprints

N.K.Chada, M.A.Iglesias, L.Roininen, A.M.Stuart, Parameterizations for Ensemble Kalman Inversion (Submitted).
Preprint BibTex 

M.E.Levine, G.Hripcsak, L.Mamykina, A.Stuart, D.J.Albers, Offline and online data assimilation for real-time blood glucose forecasting in type 2 diabetes (Submitted).
Preprint BibTex

T.Schneider, S.Lan, A.Stuart, J.Teixeira, Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations (Submitted)
Preprint BibTex

D.Calvetti, M.M.Dunlop, E.Somersalo, A.M.Stuart, Iterative Updating of Model Error for Bayesian Inversion (Submitted)
Preprint BibTex

M.M.Dunlop, C.M.Elliott, V.H.Hoang, A.M.Stuart, Bayesian Formulations of Multidimensional Barcode Inversion (Submitted)
Preprint BibTex

C.Schillings, A.M.Stuart, Convergence Analysis of the Ensemble Kalman Filter for Inverse Problems: the Noisy Case (Submitted)
Preprint BibTex

A.L.Bertozzi, X.Luo, A.M.Stuart, K.C.Zygalakis, Uncertainty Quantification in the Classification of High Dimensional Data (Submitted)
Preprint BibTex

H.C.Lie, A.M.Stuart, T.J.Sullivan, Strong convergence rates of probabilistic integrators for ordinary differential equations (Submitted)
Preprint BibTex

J. Kuntz, M. Ottobre, A.M. Stuart, Non-stationary phase of the MALA algorithm (Submitted)
Preprint BibTex

D. Kelly and A.M. Stuart, Ergodicity and Accuracy of Optimal Particle Filters for Bayesian Data Assimilation (Submitted)
Preprint BibTex

Y. Lu, A.M. Stuart, H. Weber, Gaussian Approximations for Probability Measures on Rd (Submitted)
Preprint BibTex

Y. Lu, A.M. Stuart and H. Weber, Gaussian approximations for transition paths in molecular dynamics. (Submitted)
Preprint BibTeX 

A.M.Stuart and A.L.Teckentrup, Posterior consistency for Gaussian process approximations of Bayesian posterior distributions (Mathematics of Computation, To Appear).
Preprint BibTeX

C.-E. Brehier, M. Hairer and A.M.Stuart, Weak error estimates for trajectories of SPDEs under spectral Galerkin discretization. (Journal of Computational Mathematics, To Appear).
Preprint BibTeX

M. Ottobre, A.M. Stuart and J. Kuntz, Diffusion limit for the random walk Metropolis algorithm out of stationarity (Submitted)
Preprint BibTex