| Nonlinear stability and ergodicity of ensemble based Kalman filters XT Tong, AJ Majda, D Kelly Nonlinearity 29 (2), 657, 2016 | 50 | 2016 |
| Nonlinear stability of the ensemble Kalman filter with adaptive covariance inflation XT Tong, AJ Majda, D Kelly arXiv preprint arXiv:1507.08319, 2015 | 45 | 2015 |
| Concrete ensemble Kalman filters with rigorous catastrophic filter divergence D Kelly, AJ Majda, XT Tong Proceedings of the National Academy of Sciences 112 (34), 10589-10594, 2015 | 42 | 2015 |
| Statistical inference for model parameters in stochastic gradient descent X Chen, JD Lee, XT Tong, Y Zhang arXiv preprint arXiv:1610.08637, 2016 | 36 | 2016 |
| Information barriers for noisy Lagrangian tracers in filtering random incompressible flows N Chen, AJ Majda, XT Tong Nonlinearity 27 (9), 2133, 2014 | 31 | 2014 |
| Noisy Lagrangian tracers for filtering random rotating compressible flows N Chen, AJ Majda, XT Tong Journal of Nonlinear Science 25 (3), 451-488, 2015 | 27 | 2015 |
| Intermittency in turbulent diffusion models with a mean gradient AJ Majda, XT Tong Nonlinearity 28 (11), 4171, 2015 | 25 | 2015 |
| Tikhonov regularization within ensemble Kalman inversion NK Chada, AM Stuart, XT Tong SIAM Journal on Numerical Analysis 58 (2), 1263-1294, 2020 | 17 | 2020 |
| Performance of ensemble Kalman filters in large dimensions AJ Majda, XT Tong Communications on Pure and Applied Mathematics 71 (5), 892-937, 2018 | 17 | 2018 |
| Ergodicity and stability of the conditional distributions of nondegenerate Markov chains XT Tong, R Van Handel The Annals of Applied Probability 22 (4), 1495-1540, 2012 | 17 | 2012 |
| Rigorous analysis for efficient statistically accurate algorithms for solving fokker--planck equations in large dimensions N Chen, AJ Majda, XT Tong SIAM/ASA Journal on Uncertainty Quantification 6 (3), 1198-1223, 2018 | 14 | 2018 |
| Conditional ergodicity in infinite dimension XT Tong, R Van Handel The Annals of Probability 42 (6), 2243-2313, 2014 | 14 | 2014 |
| Localization for MCMC: sampling high-dimensional posterior distributions with local structure M Morzfeld, XT Tong, YM Marzouk Journal of Computational Physics 380, 1-28, 2019 | 13 | 2019 |
| Performance analysis of local ensemble Kalman filter XT Tong Journal of Nonlinear Science 28 (4), 1397-1442, 2018 | 13 | 2018 |
| Geometric ergodicity for piecewise contracting processes with applications for tropical stochastic lattice models AJ Majda, XT Tong Communications on Pure and Applied Mathematics 69 (6), 1110-1153, 2016 | 13 | 2016 |
| Ergodicity of truncated stochastic Navier Stokes with deterministic forcing and dispersion AJ Majda, XT Tong Journal of Nonlinear Science 26 (5), 1483-1506, 2016 | 11 | 2016 |
| MALA-within-Gibbs samplers for high-dimensional distributions with sparse conditional structure XT Tong, M Morzfeld, YM Marzouk SIAM Journal on Scientific Computing 42 (3), A1765-A1788, 2020 | 9 | 2020 |
| On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics. X Chen, SS Du, XT Tong Journal of Machine Learning Research 21 (68), 1-41, 2020 | 7 | 2020 |
| Spatial localization for nonlinear dynamical stochastic models for excitable media N Chen, AJ Majda, XT Tong Chinese Annals of Mathematics, Series B 40 (6), 891-924, 2019 | 6 | 2019 |
| Moment bounds and geometric ergodicity of diffusions with random switching and unbounded transition rates XT Tong, AJ Majda Research in the mathematical sciences 3 (1), 41, 2016 | 6 | 2016 |
David KellyCourant Instructor / Assistant Professor, Courant Institute, NYUVerified email at cims.nyu.edu
