Edit Profile (opens in new tab) Stuart, Andrew M. Co-Author Distance Author ID: stuart.andrew-m Published as: Stuart, A. M.; Stuart, Andrew M.; Stuart, Andrew; Stuart, A. more...less Homepage: http://stuart.caltech.edu/ External Links: MGP · ORCID · Wikidata · Google Scholar · dblp · IdRef Awards: J.D. Crawford Prize (2007) Documents Indexed: 229 Publications since 1987, including 6 Books and 26 Additional arXiv Preprints 3 Contributions as Editor · 1 Further Contribution Reviewing Activity: 5 Reviews Co-Authors: 182 Co-Authors with 214 Joint Publications 6,356 Co-Co-Authors all top 5 Co-Authors 16 single-authored 14 Pavliotis, Grigorios A. 12 Law, Kody J. H. 10 Voss, Jochen 9 Beskos, Alexandros 8 Bhattacharya, Kaushik 8 Dunlop, Matthew M. 8 Hairer, Martin 7 Dashti, Masoumeh 7 Humphries, Antony R. 7 Iglesias, Marco A. 7 Norbury, John W. 7 Pillai, Natesh S. 7 Roberts, Gareth O. 7 Zygalakis, Konstantinos C. 6 Higham, Desmond J. 6 Hoffmann, Franca 6 Hosseini, Bamdad 6 Kovachki, Nikola B. 6 Li, Zongyi 6 Liu, Burigede 6 Reich, Sebastian 6 Schneider, Tapio 5 Anandkumar, Anima 5 Azizzadenesheli, Kamyar 5 Chen, Yifan 5 Elliott, Charles M. 5 Huang, Daniel Zhengyu 5 Mattingly, Jonathan Christopher 5 Pinski, Frank J. 5 Pokern, Yvo 5 Sanz-Alonso, Daniel 5 Sanz-Serna, Jesús María 4 Agapiou, Sergios 4 Cotter, Simon L. 4 Girolami, Mark A. 4 Levine, Matthew E. 4 Papaspiliopoulos, Omiros 4 Sigurgeirsson, Hersir 4 Teckentrup, Aretha L. 4 Thiéry, Alexandre H. 4 Vaes, Urbain 4 Weber, Hendrik 3 Bai, Fengshan 3 Budd, Christopher John 3 Carrillo de la Plata, José Antonio 3 Dunbar, Oliver R. A. 3 Garbuno-Inigo, Alfredo 3 Hoang, Viet Ha 3 Huang, Jiaoyang 3 Jones, Don A. 3 Lamba, Harbir 3 Lanthaler, Samuel 3 Lu, Yulong 3 Ottobre, Michela 3 Owhadi, Houman 3 Spence, Alastair 3 Wiberg, Petter 3 Wolfram, Marie-Therese 3 Wu, JinLong 2 Albers, David J. 2 Apte, Amit 2 Bertozzi, Andrea Louise 2 Brett, C. E. A. 2 Cano, Begoña 2 Chada, Neil K. 2 Chaplain, Mark A. J. 2 de Hoop, Maarten V. 2 Duncan, Andrew B. 2 Estep, Donald J. 2 Fearnhead, Paul 2 Griewank, Andreas 2 Helin, Tapio 2 Iserles, Arieh 2 Jasra, Ajay 2 Kelly, David Thomas Bryant 2 Kuntz, Juan 2 Kupferman, Raz 2 Lan, Shiwei 2 Lee, Wonjung 2 Lin, Kui 2 Mao, Xuerong 2 McCormick, David S. 2 Nelsen, Nicholas H. 2 Peplow, Andrew T. 2 Roulstone, Ian 2 Schillings, Claudia 2 Schwab, Christoph 2 Shukla, Abhishek Kumar 2 Simpson, Gideon 2 Trautner, Margaret 2 Warren, J. O. 1 Abdulle, Assyr 1 Adams, Ryan Prescott 1 Anaya-Izquierdo, Karim Alejandro 1 Archambeau, Cédric 1 Bach, Eviatar 1 Band, Leah R. 1 Bardsley, Johnathan M. 1 Barkley, Dwight 1 Barthelmé, Simon ...and 160 more Co-Authors all top 5 Serials 14 Inverse Problems 12 SIAM Journal on Numerical Analysis 8 Journal of Computational Physics 8 SIAM Journal on Applied Mathematics 6 Physica D 6 The Annals of Applied Probability 6 Multiscale Modeling & Simulation 6 Communications in Mathematical Sciences 6 SIAM/ASA Journal on Uncertainty Quantification 5 IMA Journal of Numerical Analysis 5 Nonlinearity 5 Stochastic Processes and their Applications 5 SIAM Journal on Scientific Computing 4 IMA Journal of Applied Mathematics 4 Mathematics of Computation 4 SIAM Journal on Applied Dynamical Systems 4 Statistics and Computing 3 Journal of Statistical Physics 3 Journal of Differential Equations 3 Proceedings of the Royal Society of Edinburgh. Section A. Mathematics 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Journal of Machine Learning Research (JMLR) 3 Stochastics and Dynamics 3 Oberwolfach Reports 3 Stochastic and Partial Differential Equations. Analysis and Computations 2 International Journal for Numerical Methods in Fluids 2 Rocky Mountain Journal of Mathematics 2 BIT 2 Statistical Science 2 IMA Journal of Mathematics Applied in Medicine and Biology 2 SIAM Journal on Mathematical Analysis 2 SIAM Review 2 Applied and Computational Harmonic Analysis 2 Bernoulli 2 Foundations of Computational Mathematics 2 Texts in Applied Mathematics 2 Cambridge Monographs on Applied and Computational Mathematics 2 Inverse Problems and Imaging 2 SMAI Journal of Computational Mathematics 1 Applicable Analysis 1 Communications on Pure and Applied Mathematics 1 Journal of Mathematical Analysis and Applications 1 Quarterly Journal of Mechanics and Applied Mathematics 1 ZAMP. Zeitschrift für angewandte Mathematik und Physik 1 Biometrika 1 Numerical Functional Analysis and Optimization 1 Studies in Applied Mathematics 1 SIAM Journal on Scientific and Statistical Computing 1 Chinese Annals of Mathematics. Series B 1 Journal of Computational Mathematics 1 European Journal of Applied Mathematics 1 Numerical Algorithms 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 Journal of Nonlinear Science 1 Physics of Fluids 1 Journal of Inverse and Ill-Posed Problems 1 Discrete and Continuous Dynamical Systems 1 European Mathematical Society Newsletter 1 Markov Processes and Related Fields 1 Interfaces and Free Boundaries 1 LMS Journal of Computation and Mathematics 1 Computational Geosciences 1 Acta Numerica 1 London Mathematical Society Student Texts 1 Transactions of Mathematics and its Applications 1 Cambridge Texts in Applied Mathematics 1 Communications of the American Mathematical Society all top 5 Fields 122 Numerical analysis (65-XX) 77 Probability theory and stochastic processes (60-XX) 76 Statistics (62-XX) 65 Partial differential equations (35-XX) 35 Dynamical systems and ergodic theory (37-XX) 31 Ordinary differential equations (34-XX) 17 Fluid mechanics (76-XX) 16 Computer science (68-XX) 15 Statistical mechanics, structure of matter (82-XX) 14 Systems theory; control (93-XX) 8 Operator theory (47-XX) 6 Integral equations (45-XX) 6 Mechanics of particles and systems (70-XX) 6 Biology and other natural sciences (92-XX) 5 Functional analysis (46-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 5 Mechanics of deformable solids (74-XX) 5 Classical thermodynamics, heat transfer (80-XX) 5 Information and communication theory, circuits (94-XX) 4 Geophysics (86-XX) 4 Operations research, mathematical programming (90-XX) 3 General and overarching topics; collections (00-XX) 3 Combinatorics (05-XX) 3 Measure and integration (28-XX) 3 Approximations and expansions (41-XX) 2 Real functions (26-XX) 1 History and biography (01-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Optics, electromagnetic theory (78-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 194 Publications have been cited 6,342 times in 3,693 Documents Cited by ▼ Year ▼ Inverse problems: a Bayesian perspective. Zbl 1242.65142 Stuart, A. M. 560 2010 Strong convergence of Euler-type methods for nonlinear stochastic differential equations. Zbl 1026.65003 Higham, Desmond J.; Mao, Xuerong; Stuart, Andrew M. 343 2002 Multiscale methods. Averaging and homogenization. Zbl 1160.35006 Pavliotis, Grigorios A.; Stuart, Andrew M. 334 2008 Dynamical systems and numerical analysis. Zbl 0869.65043 Stuart, A. M.; Humphries, A. R. 258 1996 Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071 Girolami, Mark; Calderhead, Ben 248 2011 Ergodicity for SDEs and approximations: locally Lipschitz vector fields and degenerate noise. Zbl 1075.60072 Mattingly, J. C.; Stuart, A. M.; Higham, D. J. 237 2002 MCMC methods for functions: modifying old algorithms to make them faster. Zbl 1331.62132 Cotter, S. L.; Roberts, G. O.; Stuart, A. M.; White, D. 204 2013 Data assimilation. A mathematical introduction. Zbl 1353.60002 Law, Kody; Stuart, Andrew; Zygalakis, Konstantinos 171 2015 The global dynamics of discrete semilinear parabolic equations. Zbl 0792.65066 Elliott, C. M.; Stuart, A. M. 159 1993 Dynamical systems and numerical analysis. Zbl 0913.65068 Stuart, A. M.; Humphries, A. R. 125 1998 Extracting macroscopic dynamics: model problems and algorithms. Zbl 1073.82038 Givon, Dror; Kupferman, Raz; Stuart, Andrew 111 2004 Ensemble Kalman methods for inverse problems. Zbl 1311.65064 Iglesias, Marco A.; Law, Kody J. H.; Stuart, Andrew M. 105 2013 Exponential mean-square stability of numerical solutions to stochastic differential equations. Zbl 1055.65009 Higham, Desmond J.; Mao, Xuerong; Stuart, Andrew M. 85 2003 A model mechanism for the chemotactic response of endothelial cells to tumour angiogenesis factor. Zbl 0783.92019 Chaplain, M. A. J.; Stuart, A. M. 84 1993 Analysis of the ensemble Kalman filter for inverse problems. Zbl 1366.65101 Schillings, Claudia; Stuart, Andrew M. 83 2017 Space-time continuous analysis of waveform relaxation for the heat equation. Zbl 0911.65082 Gander, Martin J.; Stuart, Andrew M. 79 1998 Viscous Cahn-Hilliard equation. II: Analysis. Zbl 0855.35067 Elliott, C. M.; Stuart, A. M. 76 1996 MAP estimators and their consistency in Bayesian nonparametric inverse problems. Zbl 1281.62089 Dashti, M.; Law, K. J. H.; Stuart, A. M.; Voss, J. 75 2013 Spectral gaps for a Metropolis-Hastings algorithm in infinite dimensions. Zbl 1307.65002 Hairer, Martin; Stuart, Andrew M.; Vollmer, Sebastian J. 73 2014 MCMC methods for diffusion bridges. Zbl 1159.65007 Beskos, Alexandros; Roberts, Gareth; Stuart, Andrew; Voss, Jochen 72 2008 Optimal tuning of the hybrid Monte Carlo algorithm. Zbl 1287.60090 Beskos, Alexandros; Pillai, Natesh; Roberts, Gareth; Sanz-Serna, Jesus-Maria; Stuart, Andrew 66 2013 Runge-Kutta methods for dissipative and gradient dynamical systems. Zbl 0807.34057 Humphries, A. R.; Stuart, A. M. 64 1994 The viscous Cahn-Hilliard equation. I: Computations. Zbl 0818.35045 Bai, F.; Elliott, C. M.; Gardiner, A.; Spence, A.; Stuart, A. M. 61 1995 Interacting Langevin diffusions: gradient structure and ensemble Kalman sampler. Zbl 1447.65119 Garbuno-Inigo, Alfredo; Hoffmann, Franca; Li, Wuchen; Stuart, Andrew M. 58 2020 Importance sampling: intrinsic dimension and computational cost. Zbl 1442.62026 Agapiou, S.; Papaspiliopoulos, O.; Sanz-Alonso, D.; Stuart, A. M. 52 2017 Convergence of numerical time-averaging and stationary measures via Poisson equations. Zbl 1217.65014 Mattingly, Jonathan C.; Stuart, Andrew M.; Tretyakov, M. V. 52 2010 Geometric MCMC for infinite-dimensional inverse problems. Zbl 1375.35627 Beskos, Alexandros; Girolami, Mark; Lan, Shiwei; Farrell, Patrick E.; Stuart, Andrew M. 51 2017 Sparse deterministic approximation of Bayesian inverse problems. Zbl 1236.62014 Schwab, C.; Stuart, A. M. 50 2012 Complexity analysis of accelerated MCMC methods for Bayesian inversion. Zbl 1288.65004 Hoang, Viet Ha; Schwab, Christoph; Stuart, Andrew M. 49 2013 Uncertainty quantification and weak approximation of an elliptic inverse problem. Zbl 1234.35309 Dashti, M.; Stuart, A. M. 48 2011 Analysis of SPDEs arising in path sampling. II: The nonlinear case. Zbl 1140.60329 Hairer, M.; Stuart, A. M.; Voss, J. 47 2007 Hybrid Monte Carlo on Hilbert spaces. Zbl 1235.60091 Beskos, A.; Pinski, F. J.; Sanz-Serna, J. M.; Stuart, A. M. 45 2011 Model reduction and neural networks for parametric PDEs. Zbl 1481.65260 Bhattacharya, Kaushik; Hosseini, Bamdad; Kovachki, Nikola B.; Stuart, Andrew M. 45 2021 Approximation of Bayesian inverse problems for PDEs. Zbl 1210.35284 Cotter, S. L.; Dashti, M.; Stuart, A. M. 44 2010 Posterior consistency for Gaussian process approximations of Bayesian posterior distributions. Zbl 1429.60040 Stuart, Andrew M.; Teckentrup, Aretha L. 43 2018 Besov priors for Bayesian inverse problems. Zbl 1243.62032 Dashti, Masoumeh; Harris, Stephen; Stuart, Andrew 43 2012 Diffusion limits of the random walk Metropolis algorithm in high dimensions. Zbl 1254.60081 Mattingly, Jonathan C.; Pillai, Natesh S.; Stuart, Andrew M. 43 2012 Blow-up in a partial differential equation with conserved first integral. Zbl 0784.35009 Budd, Chris; Dold, Bill; Stuart, Andrew 42 1993 Optimal scalings for local Metropolis-Hastings chains on nonproduct targets in high dimensions. Zbl 1172.60328 Beskos, Alexandros; Roberts, Gareth; Stuart, Andrew 42 2009 Posterior contraction rates for the Bayesian approach to linear ill-posed inverse problems. Zbl 1284.62289 Agapiou, Sergios; Larsson, Stig; Stuart, Andrew M. 41 2013 Well-posedness and accuracy of the ensemble Kalman filter in discrete and continuous time. Zbl 1305.62323 Kelly, D. T. B.; Law, K. J. H.; Stuart, A. M. 41 2014 Model problems in numerical stability theory for initial value problems. Zbl 0807.65091 Stuart, A. M.; Humphries, A. R. 41 1994 A first course in continuum mechanics. Zbl 1143.74001 Gonzalez, Oscar; Stuart, Andrew M. 40 2008 Parameter estimation for multiscale diffusions. Zbl 1137.82016 Pavliotis, G. A.; Stuart, A. M. 40 2007 Convergence analysis of ensemble Kalman inversion: the linear, noisy case. Zbl 1448.65209 Schillings, C.; Stuart, A. M. 39 2018 Bayesian inverse problems for functions and applications to fluid mechanics. Zbl 1228.35269 Cotter, S. L.; Dashti, M.; Robinson, J. C.; Stuart, A. M. 39 2009 Hierarchical Bayesian level set inversion. Zbl 1384.62084 Dunlop, Matthew M.; Iglesias, Marco A.; Stuart, Andrew M. 37 2017 Accuracy and stability of the continuous-time 3DVAR filter for the Navier-Stokes equation. Zbl 1271.34013 Blömker, D.; Law, K.; Stuart, A. M.; Zygalakis, K. C. 36 2013 A note on diffusion limits of chaotic skew-product flows. Zbl 1220.37009 Melbourne, I.; Stuart, A. M. 35 2011 Optimal scaling and diffusion limits for the Langevin algorithm in high dimensions. Zbl 1272.60053 Pillai, Natesh S.; Stuart, Andrew M.; Thiéry, Alexandre H. 35 2012 Ensemble Kalman inversion: a derivative-free technique for machine learning tasks. Zbl 1430.68266 Kovachki, Nikola B.; Stuart, Andrew M. 34 2019 Analysis of SPDEs arising in path sampling. I: The Gaussian case. Zbl 1138.60326 Hairer, M.; Stuart, A. M.; Voss, J.; Wiberg, P. 34 2005 Uncertainty quantification in graph-based classification of high dimensional data. Zbl 1394.62083 Bertozzi, Andrea L.; Luo, Xiyang; Stuart, Andrew M.; Zygalakis, Konstantinos C. 32 2018 An adaptive Euler-Maruyama scheme for SDEs: Convergence and stability. Zbl 1127.65005 Lamba, H.; Mattingly, J. C.; Stuart, A. M. 32 2007 A Bayesian level set method for geometric inverse problems. Zbl 1353.65050 Iglesias, Marco A.; Lu, Yulong; Stuart, Andrew M. 31 2016 Evaluation of Gaussian approximations for data assimilation in reservoir models. Zbl 1393.86020 Iglesias, Marco A.; Law, Kody J. H.; Stuart, Andrew M. 31 2013 Sequential Monte Carlo methods for Bayesian elliptic inverse problems. Zbl 1331.65012 Beskos, Alexandros; Jasra, Ajay; Muzaffer, Ege A.; Stuart, Andrew M. 31 2015 Parameterizations for ensemble Kalman inversion. Zbl 1515.62041 Chada, Neil K.; Iglesias, Marco A.; Roininen, Lassi; Stuart, Andrew M. 30 2018 Sampling the posterior: an approach to non-Gaussian data assimilation. Zbl 1113.62026 Apte, A.; Hairer, M.; Stuart, A. M.; Voss, J. 30 2007 Statistical analysis of differential equations: introducing probability measures on numerical solutions. Zbl 1384.62082 Conrad, Patrick R.; Girolami, Mark; Särkkä, Simo; Stuart, Andrew; Zygalakis, Konstantinos 29 2017 A perturbation theory for ergodic Markov chains and application to numerical approximations. Zbl 0961.60068 Shardlow, T.; Stuart, A. M. 29 2000 Maximum likelihood drift estimation for multiscale diffusions. Zbl 1171.62047 Papavasiliou, A.; Pavliotis, G. A.; Stuart, A. M. 29 2009 Tikhonov regularization within ensemble Kalman inversion. Zbl 1447.35337 Chada, Neil K.; Stuart, Andrew M.; Tong, Xin T. 28 2020 The Bayesian formulation of EIT: analysis and algorithms. Zbl 1348.62104 Dunlop, Matthew M.; Stuart, Andrew M. 27 2016 On the computation of blow-up. Zbl 0701.76038 Stuart, A. M.; Floater, M. S. 27 1990 Conditional path sampling of SDEs and the Langevin MCMC method. Zbl 1082.65004 Stuart, Andrew M.; Voss, Jochen; Wiberg, Petter 27 2004 Well-posed Bayesian geometric inverse problems arising in subsurface flow. Zbl 1304.35767 Iglesias, Marco A.; Lin, Kui; Stuart, Andrew M. 26 2014 Numerical wave propagation in an advection equation with a nonlinear source term. Zbl 0759.65060 Griffiths, D. F.; Stuart, A. M.; Yee, H. C. 26 1992 Ergodicity of dissipative differential equations subject to random impulses. Zbl 0934.34047 Sanz-Serna, J. M.; Stuart, A. M. 25 1999 Algorithms for Kullback-Leibler approximation of probability measures in infinite dimensions. Zbl 1348.60033 Pinski, F. J.; Simpson, G.; Stuart, A. M.; Weber, H. 25 2015 Nonparametric estimation of diffusions: a differential equations approach. Zbl 1437.62575 Papaspiliopoulos, Omiros; Pokern, Yvo; Roberts, Gareth O.; Stuart, Andrew M. 25 2012 A function space HMC algorithm with second order Langevin diffusion limit. Zbl 1346.60119 Ottobre, Michela; Pillai, Natesh S.; Pinski, Frank J.; Stuart, Andrew M. 24 2016 Geometric ergodicity of some hypo-elliptic diffusions for particle motions. Zbl 1014.60059 Mattingly, J. C.; Stuart, A. M. 24 2002 Quasi-Monte Carlo and multilevel Monte Carlo methods for computing posterior expectations in elliptic inverse problems. Zbl 1516.65118 Scheichl, R.; Stuart, A. M.; Teckentrup, A. L. 24 2017 Analysis of the Gibbs sampler for hierarchical inverse problems. Zbl 1308.62097 Agapiou, Sergios; Bardsley, Johnathan M.; Papaspiliopoulos, Omiros; Stuart, Andrew M. 24 2014 Solving and learning nonlinear PDEs with Gaussian processes. Zbl 07516428 Chen, Yifan; Hosseini, Bamdad; Owhadi, Houman; Stuart, Andrew M. 24 2021 How deep are deep Gaussian processes? Zbl 1469.60107 Dunlop, Matthew M.; Girolami, Mark A.; Stuart, Andrew M.; Teckentrup, Aretha L. 23 2018 Parameter estimation for partially observed hypoelliptic diffusions. Zbl 1231.62152 Pokern, Yvo; Stuart, Andrew M.; Wiberg, Petter 23 2009 Kullback-Leibler approximation for probability measures on infinite dimensional spaces. Zbl 1342.60049 Pinski, F. J.; Simpson, G.; Stuart, A. M.; Weber, H. 22 2015 Algorithms for particle-field simulations with collisions. Zbl 1158.82300 Sigurgeirsson, Hersir; Stuart, Andrew; Wan, Wing-Lok 20 2001 White noise limits for inertial particles in a random field. Zbl 1038.60060 Pavliotis, G. A.; Stuart, A. M. 20 2003 Signal processing problems on function space: Bayesian formulation, stochastic PDEs and effective MCMC methods. Zbl 1262.94012 Hairer, M.; Stuart, A.; Voss, J. 20 2011 A unified approach to spurious solutions introduced by time discretization. I: Basic theory. Zbl 0736.65050 Iserles, A.; Peplow, A. T.; Stuart, A. M. 19 1991 The random feature model for input-output maps between Banach spaces. Zbl 07398767 Nelsen, Nicholas H.; Stuart, Andrew M. 19 2021 Data assimilation: mathematical and statistical perspectives. Zbl 1384.62300 Apte, A.; Jones, C. K. R. T.; Stuart, A. M.; Voss, J. 19 2008 A model for preferential concentration. Zbl 1185.76341 Sigurgeirsson, H.; Stuart, A. M. 19 2002 Iterative updating of model error for Bayesian inversion. Zbl 1386.65056 Calvetti, Daniela; Dunlop, Matthew; Somersalo, Erkki; Stuart, Andrew 18 2018 Numerical analysis of dynamical systems. Zbl 0809.65076 Stuart, Andrew M. 18 1994 Analysis of the 3DVAR filter for the partially observed Lorenz ’63 model. Zbl 1283.62194 Law, Kody; Shukla, Abhishek; Stuart, Andrew 18 2014 Posterior consistency via precision operators for Bayesian nonparametric drift estimation in SDEs. Zbl 1256.62047 Pokern, Y.; Stuart, A. M.; van Zanten, J. H. 17 2013 Bayesian posterior contraction rates for linear severely ill-posed inverse problems. Zbl 1288.62036 Agapiou, Sergios; Stuart, Andrew M.; Zhang, Yuan-Xiang 16 2014 Long-term behaviour of large mechanical systems with random initial data. Zbl 1032.70009 Kupperman, R.; Stuart, A. M.; Terry, J. R.; Tupper, P. F. 15 2002 Parameter estimation for macroscopic pedestrian dynamics models from microscopic data. Zbl 1420.35112 Gomes, Susana N.; Stuart, Andrew M.; Wolfram, Marie-Therese 15 2019 Ensemble Kalman methods with constraints. Zbl 1422.93173 Albers, David J.; Blancquart, Paul-Adrien; Levine, Matthew E.; Esmaeilzadeh Seylabi, Elnaz; Stuart, Andrew 15 2019 Blow-up in a system of partial differential equations with conserved first integral. II: Problems with convection. Zbl 0928.35081 Budd, C. J.; Dold, J. W.; Stuart, A. M. 15 1994 Large data and zero noise limits of graph-based semi-supervised learning algorithms. Zbl 1442.62768 Dunlop, Matthew M.; Slepčev, Dejan; Stuart, Andrew M.; Thorpe, Matthew 15 2020 Filter accuracy for the Lorenz 96 model: fixed versus adaptive observation operators. Zbl 1364.93343 Law, K. J. H.; Sanz-Alonso, D.; Shukla, A.; Stuart, A. M. 14 2016 Volterra integral equations and a new Gronwall inequality. I: The linear case. Zbl 0639.65075 Norbury, J.; Stuart, A. M. 14 1987 The numerical computation of heteroclinic connections in systems of gradient partial differential equations. Zbl 0786.65077 Bai, Fengshan; Spence, Alastair; Stuart, Andrew M. 14 1993 Accuracy and stability of filters for dissipative PDEs. Zbl 1350.65102 Brett, C. E. A.; Lam, K. F.; Law, K. J. H.; McCormick, D. S.; Scott, M. R.; Stuart, A. M. 14 2013 Inverse problems and data assimilation. Zbl 07704049 Sanz-Alonso, Daniel; Stuart, Andrew; Taeb, Armeen 5 2023 Drift estimation of multiscale diffusions based on filtered data. Zbl 07654468 Abdulle, Assyr; Garegnani, Giacomo; Pavliotis, Grigorios A.; Stuart, Andrew M.; Zanoni, Andrea 1 2023 Convergence rates for learning linear operators from noisy data. Zbl 1514.62075 de Hoop, Maarten V.; Kovachki, Nikola B.; Nelsen, Nicholas H.; Stuart, Andrew M. 1 2023 A framework for machine learning of model error in dynamical systems. Zbl 07750994 Levine, Matthew E.; Stuart, Andrew M. 7 2022 Derivative-free Bayesian inversion using multiscale dynamics. Zbl 1493.62132 Pavliotis, G. A.; Stuart, A. M.; Vaes, U. 4 2022 Efficient derivative-free Bayesian inference for large-scale inverse problems. Zbl 07611872 Huang, Daniel Zhengyu; Huang, Jiaoyang; Reich, Sebastian; Stuart, Andrew M. 4 2022 Spectral analysis of weighted Laplacians arising in data clustering. Zbl 07432352 Hoffmann, Franca; Hosseini, Bamdad; Oberai, Assad A.; Stuart, Andrew M. 4 2022 Ensemble Kalman inversion for sparse learning of dynamical systems from time-averaged data. Zbl 07599603 Schneider, Tapio; Stuart, Andrew M.; Wu, Jin-Long 4 2022 Iterated Kalman methodology for inverse problems. Zbl 07536763 Huang, Daniel Zhengyu; Schneider, Tapio; Stuart, Andrew M. 3 2022 Consensus-based sampling. Zbl 07776519 Carrillo, J. A.; Hoffmann, F.; Stuart, A. M.; Vaes, U. 2 2022 Ensemble inference methods for models with noisy and expensive likelihoods. Zbl 1493.62124 Dunbar, Oliver R. A.; Duncan, Andrew B.; Stuart, Andrew M.; Wolfram, Marie-Therese 1 2022 Model reduction and neural networks for parametric PDEs. Zbl 1481.65260 Bhattacharya, Kaushik; Hosseini, Bamdad; Kovachki, Nikola B.; Stuart, Andrew M. 45 2021 Solving and learning nonlinear PDEs with Gaussian processes. Zbl 07516428 Chen, Yifan; Hosseini, Bamdad; Owhadi, Houman; Stuart, Andrew M. 24 2021 The random feature model for input-output maps between Banach spaces. Zbl 07398767 Nelsen, Nicholas H.; Stuart, Andrew M. 19 2021 Kernel analog forecasting: multiscale test problems. Zbl 1487.60088 Burov, Dmitry; Giannakis, Dimitrios; Manohar, Krithika; Stuart, Andrew 11 2021 Consistency of empirical Bayes and kernel flow for hierarchical parameter estimation. Zbl 1472.62012 Chen, Yifan; Owhadi, Houman; Stuart, Andrew M. 9 2021 Calibrate, emulate, sample. Zbl 07508438 Cleary, Emmet; Garbuno-Inigo, Alfredo; Lan, Shiwei; Schneider, Tapio; Stuart, Andrew M. 8 2021 Learning stochastic closures using ensemble Kalman inversion. Zbl 1478.60129 Schneider, Tapio; Stuart, Andrew M.; Wu, Jin-Long 7 2021 Continuous time analysis of momentum methods. Zbl 07370534 Kovachki, Nikola B.; Stuart, Andrew M. 2 2021 Interacting Langevin diffusions: gradient structure and ensemble Kalman sampler. Zbl 1447.65119 Garbuno-Inigo, Alfredo; Hoffmann, Franca; Li, Wuchen; Stuart, Andrew M. 58 2020 Tikhonov regularization within ensemble Kalman inversion. Zbl 1447.35337 Chada, Neil K.; Stuart, Andrew M.; Tong, Xin T. 28 2020 Large data and zero noise limits of graph-based semi-supervised learning algorithms. Zbl 1442.62768 Dunlop, Matthew M.; Slepčev, Dejan; Stuart, Andrew M.; Thorpe, Matthew 15 2020 Hyperparameter estimation in Bayesian MAP estimation: parameterizations and consistency. Zbl 1441.62084 Dunlop, Matthew M.; Helin, Tapio; Stuart, Andrew M. 9 2020 Diffusive optical tomography in the Bayesian framework. Zbl 1440.62254 Newton, Kit; Li, Qin; Stuart, Andrew M. 4 2020 Reconciling Bayesian and perimeter regularization for binary inversion. Zbl 1455.62084 Dunbar, Oliver R. A.; Dunlop, Matthew M.; Elliott, Charles M.; Hoang, Viet Ha; Stuart, Andrew M. 3 2020 Consistency of semi-supervised learning algorithms on graphs: probit and one-hot methods. Zbl 1527.68179 Hoffmann, Franca; Hosseini, Bamdad; Ren, Zhi; Stuart, Andrew M. 2 2020 Inverse optimal transport. Zbl 1434.90092 Stuart, Andrew M.; Wolfram, Marie-Therese 2 2020 Ensemble Kalman inversion: a derivative-free technique for machine learning tasks. Zbl 1430.68266 Kovachki, Nikola B.; Stuart, Andrew M. 34 2019 Parameter estimation for macroscopic pedestrian dynamics models from microscopic data. Zbl 1420.35112 Gomes, Susana N.; Stuart, Andrew M.; Wolfram, Marie-Therese 15 2019 Ensemble Kalman methods with constraints. Zbl 1422.93173 Albers, David J.; Blancquart, Paul-Adrien; Levine, Matthew E.; Esmaeilzadeh Seylabi, Elnaz; Stuart, Andrew 15 2019 Strong convergence rates of probabilistic integrators for ordinary differential equations. Zbl 1431.65122 Lie, Han Cheng; Stuart, A. M.; Sullivan, T. J. 12 2019 Diffusion limit for the random walk Metropolis algorithm out of stationarity. Zbl 1467.60056 Kuntz, Juan; Ottobre, Michela; Stuart, Andrew M. 8 2019 Posterior consistency for Gaussian process approximations of Bayesian posterior distributions. Zbl 1429.60040 Stuart, Andrew M.; Teckentrup, Aretha L. 43 2018 Convergence analysis of ensemble Kalman inversion: the linear, noisy case. Zbl 1448.65209 Schillings, C.; Stuart, A. M. 39 2018 Uncertainty quantification in graph-based classification of high dimensional data. Zbl 1394.62083 Bertozzi, Andrea L.; Luo, Xiyang; Stuart, Andrew M.; Zygalakis, Konstantinos C. 32 2018 Parameterizations for ensemble Kalman inversion. Zbl 1515.62041 Chada, Neil K.; Iglesias, Marco A.; Roininen, Lassi; Stuart, Andrew M. 30 2018 How deep are deep Gaussian processes? Zbl 1469.60107 Dunlop, Matthew M.; Girolami, Mark A.; Stuart, Andrew M.; Teckentrup, Aretha L. 23 2018 Iterative updating of model error for Bayesian inversion. Zbl 1386.65056 Calvetti, Daniela; Dunlop, Matthew; Somersalo, Erkki; Stuart, Andrew 18 2018 Weak error estimates for trajectories of SPDEs under spectral Galerkin discretization. Zbl 1413.65008 Brehier, Charles Edouard; Hairer, Martin; Stuart, Andrew M. 8 2018 Non-stationary phase of the MALA algorithm. Zbl 1415.60091 Kuntz, Juan; Ottobre, Michela; Stuart, Andrew M. 4 2018 Analysis of the ensemble Kalman filter for inverse problems. Zbl 1366.65101 Schillings, Claudia; Stuart, Andrew M. 83 2017 Importance sampling: intrinsic dimension and computational cost. Zbl 1442.62026 Agapiou, S.; Papaspiliopoulos, O.; Sanz-Alonso, D.; Stuart, A. M. 52 2017 Geometric MCMC for infinite-dimensional inverse problems. Zbl 1375.35627 Beskos, Alexandros; Girolami, Mark; Lan, Shiwei; Farrell, Patrick E.; Stuart, Andrew M. 51 2017 Hierarchical Bayesian level set inversion. Zbl 1384.62084 Dunlop, Matthew M.; Iglesias, Marco A.; Stuart, Andrew M. 37 2017 Statistical analysis of differential equations: introducing probability measures on numerical solutions. Zbl 1384.62082 Conrad, Patrick R.; Girolami, Mark; Särkkä, Simo; Stuart, Andrew; Zygalakis, Konstantinos 29 2017 Quasi-Monte Carlo and multilevel Monte Carlo methods for computing posterior expectations in elliptic inverse problems. Zbl 1516.65118 Scheichl, R.; Stuart, A. M.; Teckentrup, A. L. 24 2017 Gaussian approximations for probability measures on \(\mathbb R^d\). Zbl 1390.60022 Lu, Yulong; Stuart, Andrew; Weber, Hendrik 11 2017 Gaussian approximations for transition paths in Brownian dynamics. Zbl 1375.60081 Lu, Yulong; Stuart, Andrew; Weber, Hendrik 11 2017 Filter based methods for statistical linear inverse problems. Zbl 1383.93086 Iglesias, Marco A.; Lin, Kui; Lu, Shuai; Stuart, Andrew M. 7 2017 Gaussian approximations of small noise diffusions in Kullback-Leibler divergence. Zbl 1384.28018 Sanz-Alonso, Daniel; Stuart, Andrew M. 5 2017 Derivation and analysis of simplified filters. Zbl 1365.60042 Lee, Wonjung; Stuart, Andrew 3 2017 A Bayesian level set method for geometric inverse problems. Zbl 1353.65050 Iglesias, Marco A.; Lu, Yulong; Stuart, Andrew M. 31 2016 The Bayesian formulation of EIT: analysis and algorithms. Zbl 1348.62104 Dunlop, Matthew M.; Stuart, Andrew M. 27 2016 A function space HMC algorithm with second order Langevin diffusion limit. Zbl 1346.60119 Ottobre, Michela; Pillai, Natesh S.; Pinski, Frank J.; Stuart, Andrew M. 24 2016 Filter accuracy for the Lorenz 96 model: fixed versus adaptive observation operators. Zbl 1364.93343 Law, K. J. H.; Sanz-Alonso, D.; Shukla, A.; Stuart, A. M. 14 2016 MAP estimators for piecewise continuous inversion. Zbl 1354.65112 Dunlop, M. M.; Stuart, A. M. 13 2016 Mathematical and algorithmic aspects of data assimilation in the geosciences. Abstracts from the workshop held October 2–8, 2016. Zbl 1390.00096 1 2016 Data assimilation. A mathematical introduction. Zbl 1353.60002 Law, Kody; Stuart, Andrew; Zygalakis, Konstantinos 171 2015 Sequential Monte Carlo methods for Bayesian elliptic inverse problems. Zbl 1331.65012 Beskos, Alexandros; Jasra, Ajay; Muzaffer, Ege A.; Stuart, Andrew M. 31 2015 Algorithms for Kullback-Leibler approximation of probability measures in infinite dimensions. Zbl 1348.60033 Pinski, F. J.; Simpson, G.; Stuart, A. M.; Weber, H. 25 2015 Kullback-Leibler approximation for probability measures on infinite dimensional spaces. Zbl 1342.60049 Pinski, F. J.; Simpson, G.; Stuart, A. M.; Weber, H. 22 2015 Long-time asymptotics of the filtering distribution for partially observed chaotic dynamical systems. Zbl 1337.93094 Sanz-Alonso, Daniel; Stuart, Andrew M. 10 2015 A multiscale analysis of diffusions on rapidly varying surfaces. Zbl 1311.35324 Duncan, A. B.; Elliott, C. M.; Pavliotis, G. A.; Stuart, A. M. 2 2015 Spectral gaps for a Metropolis-Hastings algorithm in infinite dimensions. Zbl 1307.65002 Hairer, Martin; Stuart, Andrew M.; Vollmer, Sebastian J. 73 2014 Well-posedness and accuracy of the ensemble Kalman filter in discrete and continuous time. Zbl 1305.62323 Kelly, D. T. B.; Law, K. J. H.; Stuart, A. M. 41 2014 Well-posed Bayesian geometric inverse problems arising in subsurface flow. Zbl 1304.35767 Iglesias, Marco A.; Lin, Kui; Stuart, Andrew M. 26 2014 Analysis of the Gibbs sampler for hierarchical inverse problems. Zbl 1308.62097 Agapiou, Sergios; Bardsley, Johnathan M.; Papaspiliopoulos, Omiros; Stuart, Andrew M. 24 2014 Analysis of the 3DVAR filter for the partially observed Lorenz ’63 model. Zbl 1283.62194 Law, Kody; Shukla, Abhishek; Stuart, Andrew 18 2014 Bayesian posterior contraction rates for linear severely ill-posed inverse problems. Zbl 1288.62036 Agapiou, Sergios; Stuart, Andrew M.; Zhang, Yuan-Xiang 16 2014 Noisy gradient flow from a random walk in Hilbert space. Zbl 1308.60005 Pillai, Natesh S.; Stuart, Andrew M.; Thiéry, Alexandre H. 7 2014 Determining white noise forcing from Eulerian observations in the Navier-Stokes equation. Zbl 1310.60095 Hoang, Viet Ha; Law, Kody J. H.; Stuart, Andrew M. 6 2014 MCMC methods for functions: modifying old algorithms to make them faster. Zbl 1331.62132 Cotter, S. L.; Roberts, G. O.; Stuart, A. M.; White, D. 204 2013 Ensemble Kalman methods for inverse problems. Zbl 1311.65064 Iglesias, Marco A.; Law, Kody J. H.; Stuart, Andrew M. 105 2013 MAP estimators and their consistency in Bayesian nonparametric inverse problems. Zbl 1281.62089 Dashti, M.; Law, K. J. H.; Stuart, A. M.; Voss, J. 75 2013 Optimal tuning of the hybrid Monte Carlo algorithm. Zbl 1287.60090 Beskos, Alexandros; Pillai, Natesh; Roberts, Gareth; Sanz-Serna, Jesus-Maria; Stuart, Andrew 66 2013 Complexity analysis of accelerated MCMC methods for Bayesian inversion. Zbl 1288.65004 Hoang, Viet Ha; Schwab, Christoph; Stuart, Andrew M. 49 2013 Posterior contraction rates for the Bayesian approach to linear ill-posed inverse problems. Zbl 1284.62289 Agapiou, Sergios; Larsson, Stig; Stuart, Andrew M. 41 2013 Accuracy and stability of the continuous-time 3DVAR filter for the Navier-Stokes equation. Zbl 1271.34013 Blömker, D.; Law, K.; Stuart, A. M.; Zygalakis, K. C. 36 2013 Evaluation of Gaussian approximations for data assimilation in reservoir models. Zbl 1393.86020 Iglesias, Marco A.; Law, Kody J. H.; Stuart, Andrew M. 31 2013 Posterior consistency via precision operators for Bayesian nonparametric drift estimation in SDEs. Zbl 1256.62047 Pokern, Y.; Stuart, A. M.; van Zanten, J. H. 17 2013 Accuracy and stability of filters for dissipative PDEs. Zbl 1350.65102 Brett, C. E. A.; Lam, K. F.; Law, K. J. H.; McCormick, D. S.; Scott, M. R.; Stuart, A. M. 14 2013 Sparse deterministic approximation of Bayesian inverse problems. Zbl 1236.62014 Schwab, C.; Stuart, A. M. 50 2012 Besov priors for Bayesian inverse problems. Zbl 1243.62032 Dashti, Masoumeh; Harris, Stephen; Stuart, Andrew 43 2012 Diffusion limits of the random walk Metropolis algorithm in high dimensions. Zbl 1254.60081 Mattingly, Jonathan C.; Pillai, Natesh S.; Stuart, Andrew M. 43 2012 Optimal scaling and diffusion limits for the Langevin algorithm in high dimensions. Zbl 1272.60053 Pillai, Natesh S.; Stuart, Andrew M.; Thiéry, Alexandre H. 35 2012 Nonparametric estimation of diffusions: a differential equations approach. Zbl 1437.62575 Papaspiliopoulos, Omiros; Pokern, Yvo; Roberts, Gareth O.; Stuart, Andrew M. 25 2012 Multiscale modelling and inverse problems. Zbl 1245.76107 Nolen, James; Pavliotis, Grigorios A.; Stuart, Andrew M. 12 2012 \(\Gamma \)-limit for transition paths of maximal probability. Zbl 1260.82039 Pinski, F. J.; Stuart, A. M.; Theil, F. 9 2012 Variational data assimilation using targetted random walks. Zbl 1426.76629 Cotter, S. L.; Dashti, M.; Stuart, A. M. 8 2012 Parameter estimation for multiscale diffusions: an overview. Zbl 1375.62022 Pavliotis, Grigorios A.; Pokern, Yvo; Stuart, Andrew M. 3 2012 Mathematical and algorithmic aspects of atmosphere-ocean data assimilation. Abstracts from the workshop held December 2–8, 2012. Zbl 1349.00174 1 2012 Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071 Girolami, Mark; Calderhead, Ben 248 2011 Uncertainty quantification and weak approximation of an elliptic inverse problem. Zbl 1234.35309 Dashti, M.; Stuart, A. M. 48 2011 Hybrid Monte Carlo on Hilbert spaces. Zbl 1235.60091 Beskos, A.; Pinski, F. J.; Sanz-Serna, J. M.; Stuart, A. M. 45 2011 A note on diffusion limits of chaotic skew-product flows. Zbl 1220.37009 Melbourne, I.; Stuart, A. M. 35 2011 Signal processing problems on function space: Bayesian formulation, stochastic PDEs and effective MCMC methods. Zbl 1262.94012 Hairer, M.; Stuart, A.; Voss, J. 20 2011 Sampling conditioned hypoelliptic diffusions. Zbl 1219.60062 Hairer, Martin; Stuart, Andrew M.; Voss, Jochen 7 2011 Kalman filtering and smoothing for linear wave equations with model error. Zbl 1230.62128 Lee, Wonjung; McDougall, D.; Stuart, A. M. 5 2011 Inverse problems: a Bayesian perspective. Zbl 1242.65142 Stuart, A. M. 560 2010 Convergence of numerical time-averaging and stationary measures via Poisson equations. Zbl 1217.65014 Mattingly, Jonathan C.; Stuart, Andrew M.; Tretyakov, M. V. 52 2010 ...and 94 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 5,118 Authors 98 Stuart, Andrew M. 33 Mao, Xuerong 32 Pavliotis, Grigorios A. 31 Kloeden, Peter Eris 25 Law, Kody J. H. 25 Marzouk, Youssef M. 24 Girolami, Mark A. 23 Jasra, Ajay 22 Stoltz, Gabriel 20 Beskos, Alexandros 20 Gan, Siqing 20 Ghattas, Omar N. 20 Roberts, Gareth O. 20 Yuan, Chenggui 19 Titi, Edriss Saleh 19 Tong, Xin Thomson 18 Danca, Marius-Florin 18 Gander, Martin Jakob 18 Schwab, Christoph 17 Cui, Tiangang 17 Hairer, Martin 17 Reich, Sebastian 17 Sanz-Alonso, Daniel 16 Huang, Chengming 16 Jentzen, Arnulf 16 Kevrekidis, Ioannis George 16 Spiliopoulos, Konstantinos V. 16 Wu, Fuke 15 Bréhier, Charles-Edouard 15 Higham, Desmond J. 15 Kim, Junseok 15 Owhadi, Houman 15 Sanz-Serna, Jesús María 15 Xiao, Aiguo 14 Chen, Peng 14 Gil, Antonio J. 14 Latz, Jonas 14 Schütte, Christof 14 Sullivan, Tim 14 Wang, Xiaojie 14 Xie, Longjie 13 Abdulle, Assyr 13 Chaplain, Mark A. J. 13 Colli, Pierluigi 13 Li, Jinglai 13 Shen, Jie 13 Tempone, Raúl F. 13 Wen, Liping 12 Bou-Rabee, Nawaf M. 12 Byrne, Helen Mary 12 Hosseini, Bamdad 12 Lelièvre, Tony 12 Liu, Mingzhu 12 Majda, Andrew J. 12 Ortigosa, Rogelio 12 Ottobre, Michela 12 Stadler, Georg 12 Trillos, Nicolás García 12 Vanden-Eijnden, Eric 12 Wehr, Jan 11 Crisan, Dan O. 11 Harlim, John 11 Iglesias, Marco A. 11 Lee, Hyun Geun 11 Lubuma, Jean Mbaro-Saman 11 Pillai, Natesh S. 11 Robinson, James Cooper 11 Schillings, Claudia 11 Terefe, Yibeltal Adane 11 Wang, Wansheng 10 Chada, Neil K. 10 Del Moral, Pierre 10 Ding, Xiaohua 10 Duan, Jinqiao 10 Duncan, Andrew B. 10 Gilardi, Gianni 10 Gottwald, Georg A. 10 Hong, Jialin 10 Jiang, Lijian 10 Lu, Jianfeng 10 Papaioannou, Iason 10 Shin, Jaemin 10 Sprungk, Björn 10 Wang, Xiaoming 10 Wu, Shulin 10 Yan, Liang 10 Zhang, Zhiwen 10 Zygalakis, Konstantinos C. 9 Alexanderian, Alen 9 Bao, Jianhai 9 Bardsley, Johnathan M. 9 Bui-Thanh, Tan 9 Burger, Martin 9 Dunlop, Matthew M. 9 Giannakis, Dimitrios 9 Guo, Qian 9 Helin, Tapio 9 Kamatani, Kengo 9 Koltai, Péter 9 Kou, Jisheng ...and 5,018 more Authors all top 5 Cited in 426 Serials 232 Journal of Computational Physics 160 Journal of Computational and Applied Mathematics 125 SIAM/ASA Journal on Uncertainty Quantification 103 SIAM Journal on Scientific Computing 102 Inverse Problems 90 Computer Methods in Applied Mechanics and Engineering 69 Applied Numerical Mathematics 68 Applied Mathematics and Computation 67 Physica D 67 Statistics and Computing 60 Computers & Mathematics with Applications 52 Journal of Mathematical Analysis and Applications 52 Journal of Statistical Physics 52 Journal of Scientific Computing 51 Multiscale Modeling & Simulation 48 Stochastic Processes and their Applications 47 SIAM Journal on Numerical Analysis 42 The Annals of Applied Probability 36 International Journal of Computer Mathematics 34 BIT 34 SIAM Journal on Applied Dynamical Systems 31 Mathematics of Computation 31 Numerische Mathematik 30 Journal of Differential Equations 30 Communications in Nonlinear Science and Numerical Simulation 29 Journal of Difference Equations and Applications 28 Bernoulli 28 Communications in Computational Physics 26 Computational Geosciences 25 Journal of Nonlinear Science 25 Discrete and Continuous Dynamical Systems. 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Mathematical, Physical and Engineering Sciences 12 Communications in Mathematical Physics 12 Journal of the American Statistical Association 12 SIAM Journal on Control and Optimization 12 Probability Theory and Related Fields 12 Numerical Methods for Partial Differential Equations 12 Computational Statistics and Data Analysis 12 Nonlinear Dynamics 12 Acta Numerica 12 Journal of Theoretical Biology 12 Stochastic and Partial Differential Equations. Analysis and Computations 12 Research in the Mathematical Sciences 11 Applicable Analysis 11 The Annals of Probability 11 Applied Mathematics and Optimization 11 Statistics & Probability Letters 11 Computational Statistics 11 Applied Mathematical Modelling 11 Annales de l’Institut Henri Poincaré. 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