Brian R. Hunt

Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter

Brian R. Hunt, Eric J. Kostelich, Istvan Szunyogh · Physica D Nonlinear Phenomena · 2007 · 1.8K citations

Natural Sciences, Earth Sciences, Mathematics +15

Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach

Jaideep Pathak, Brian R. Hunt, Michelle Girvan et al. · Physical Review Letters · 2018 · 1.3K citations

Computing, Computer Science, Dynamical Systems +11

A local ensemble Kalman filter for atmospheric data assimilation

Edward Ott, Brian R. Hunt, Istvan Szunyogh et al. · Tellus A Dynamic Meteorology and Oceanography · 2004 · 753 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +12

Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data

Jaideep Pathak, Zhixin Lu, Brian R. Hunt et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2017 · 618 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Reducing storage requirements for biological sequence comparison

Michael Roberts, Wayne B. Hayes, Brian R. Hunt et al. · Bioinformatics · 2004 · 587 citations · Full text

Life Sciences, Bioinformatics, Biology +16