Variable bandwidth diffusion kernels T Berry, J Harlim Applied and Computational Harmonic Analysis 40 (1), 68-96, 2016 | 166 | 2016 |
Nonparametric forecasting of low-dimensional dynamical systems T Berry, D Giannakis, J Harlim Physical Review E 91 (3), 032915, 2015 | 119 | 2015 |
Time-scale separation from diffusion-mapped delay coordinates T Berry, JR Cressman, Z Greguric-Ferencek, T Sauer SIAM Journal on Applied Dynamical Systems 12 (2), 618-649, 2013 | 102 | 2013 |
Ensemble Kalman filtering without a model F Hamilton, T Berry, T Sauer Physical Review X 6 (1), 011021, 2016 | 95 | 2016 |
Local kernels and the geometric structure of data T Berry, T Sauer Applied and Computational Harmonic Analysis 40 (3), 439-469, 2016 | 93 | 2016 |
Adaptive ensemble Kalman filtering of non-linear systems T Berry, T Sauer Tellus A: Dynamic Meteorology and Oceanography 65 (1), 20331, 2013 | 85 | 2013 |
Consistent manifold representation for topological data analysis T Berry, T Sauer arXiv preprint arXiv:1606.02353, 2016 | 65 | 2016 |
Real-time tracking of neuronal network structure using data assimilation F Hamilton, T Berry, N Peixoto, T Sauer Physical Review E 88 (5), 052715, 2013 | 59 | 2013 |
Density estimation on manifolds with boundary T Berry, T Sauer Computational Statistics & Data Analysis 107, 1-17, 2017 | 48 | 2017 |
Linear theory for filtering nonlinear multiscale systems with model error T Berry, J Harlim Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2014 | 46 | 2014 |
Detecting connectivity changes in neuronal networks T Berry, F Hamilton, N Peixoto, T Sauer Journal of neuroscience methods 209 (2), 388-397, 2012 | 37 | 2012 |
Correcting biased observation model error in data assimilation T Berry, J Harlim Monthly Weather Review 145 (7), 2833-2853, 2017 | 34 | 2017 |
Predicting chaotic time series with a partial model F Hamilton, T Berry, T Sauer Physical Review E 92 (1), 010902, 2015 | 33 | 2015 |
Kalman-Takens filtering in the presence of dynamical noise F Hamilton, T Berry, T Sauer The European Physical Journal Special Topics 226, 3239-3250, 2017 | 26 | 2017 |
Outer approximation of the spectrum of a fractal Laplacian T Berry, SM Heilman, RS Strichartz Experimental Mathematics 18 (4), 449-480, 2009 | 24 | 2009 |
Forecasting turbulent modes with nonparametric diffusion models: Learning from noisy data T Berry, J Harlim Physica D: Nonlinear Phenomena 320, 57-76, 2016 | 23 | 2016 |
Bridging data science and dynamical systems theory T Berry, D Giannakis, J Harlim arXiv preprint arXiv:2002.07928, 2020 | 22 | 2020 |
Iterated diffusion maps for feature identification T Berry, J Harlim Applied and Computational Harmonic Analysis 45 (1), 84-119, 2018 | 20 | 2018 |
Nonparametric uncertainty quantification for stochastic gradient flows T Berry, J Harlim SIAM/ASA Journal on Uncertainty Quantification 3 (1), 484-508, 2015 | 20 | 2015 |
Identifiability of infection model parameters early in an epidemic T Sauer, T Berry, D Ebeigbe, MM Norton, AJ Whalen, SJ Schiff SIAM journal on control and optimization 60 (2), S27-S48, 2021 | 19 | 2021 |