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Brian R. Hunt - Publications

Affiliations: 
Applied Mathematics and Scientific Computation University of Maryland, College Park, College Park, MD 
Area:
Atmospheric Sciences, Remote Sensing
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64 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Wikner A, Pathak J, Hunt B, Girvan M, Arcomano T, Szunyogh I, Pomerance A, Ott E. Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems. Chaos (Woodbury, N.Y.). 30: 053111. PMID 32491877 DOI: 10.1063/5.0005541  0.311
2020 Vlachas PR, Pathak J, Hunt BR, Sapsis TP, Girvan M, Ott E, Koumoutsakos P. Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics. Neural Networks : the Official Journal of the International Neural Network Society. 126: 191-217. PMID 32248008 DOI: 10.1016/J.Neunet.2020.02.016  0.355
2020 Krishnagopal S, Girvan M, Ott E, Hunt BR. Separation of chaotic signals by reservoir computing. Chaos (Woodbury, N.Y.). 30: 023123. PMID 32113243 DOI: 10.1063/1.5132766  0.316
2020 Arcomano T, Szunyogh I, Pathak J, Wikner A, Hunt BR, Ott E. A Machine Learning‐Based Global Atmospheric Forecast Model Geophysical Research Letters. 47. DOI: 10.1029/2020Gl087776  0.303
2018 Pathak J, Wikner A, Fussell R, Chandra S, Hunt BR, Girvan M, Ott E. Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based model. Chaos (Woodbury, N.Y.). 28: 041101. PMID 31906641 DOI: 10.1063/1.5028373  0.329
2018 Pathak J, Hunt B, Girvan M, Lu Z, Ott E. Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach. Physical Review Letters. 120: 024102. PMID 29376715 DOI: 10.1103/Physrevlett.120.024102  0.333
2017 Pathak J, Lu Z, Hunt BR, Girvan M, Ott E. Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos (Woodbury, N.Y.). 27: 121102. PMID 29289043 DOI: 10.1063/1.5010300  0.316
2017 Lu Z, Pathak J, Hunt B, Girvan M, Brockett R, Ott E. Reservoir observers: Model-free inference of unmeasured variables in chaotic systems. Chaos (Woodbury, N.Y.). 27: 041102. PMID 28456169 DOI: 10.1063/1.4979665  0.363
2015 Kretschmer M, Hunt BR, Ott E. Estimating forecast model bias in coupled global and limited-area models Tellus, Series a: Dynamic Meteorology and Oceanography. 6. DOI: 10.3402/Tellusa.V67.28040  0.375
2015 Kretschmer M, Hunt BR, Ott E. Data assimilation using a climatologically augmented local ensemble transform Kalman filter Tellus, Series a: Dynamic Meteorology and Oceanography. 67: 1-9. DOI: 10.3402/Tellusa.V67.26617  0.425
2015 Kretschmer M, Hunt BR, Ott E, Bishop CH, Rainwater S, Szunyogh I. A composite state method for ensemble data assimilation with multiple limited-area models Tellus, Series a: Dynamic Meteorology and Oceanography. 67: 1-17. DOI: 10.3402/Tellusa.V67.26495  0.729
2013 Penny SG, Kalnay E, Carton JA, Hunt BR, Ide K, Miyoshi T, Chepurin GA. The local ensemble transform Kalman filter and the running-in-place algorithm applied to a global ocean general circulation model Nonlinear Processes in Geophysics. 20: 1031-1046. DOI: 10.5194/Npg-20-1031-2013  0.422
2013 Rainwater S, Hunt BR. Ensemble data assimilation with an adjusted forecast spread Tellus, Series a: Dynamic Meteorology and Oceanography. 65. DOI: 10.3402/Tellusa.V65I0.19929  0.736
2013 Rainwater S, Hunt B. Mixed-Resolution Ensemble Data Assimilation Monthly Weather Review. 141: 3007-3021. DOI: 10.1175/Mwr-D-12-00234.1  0.732
2013 González-Tokman C, Hunt BR. Ensemble data assimilation for hyperbolic systems Physica D: Nonlinear Phenomena. 243: 128-142. DOI: 10.1016/J.Physd.2012.10.005  0.373
2012 Yoon Y, Hunt BR, Ott E, Szunyogh I. Simultaneous global and limited-area ensemble data assimilation using joint states Tellus a: Dynamic Meteorology and Oceanography. 64: 18407. DOI: 10.3402/Tellusa.V64I0.18407  0.371
2012 Yang SC, Kalnay E, Hunt B. Handling nonlinearity in an ensemble Kalman filter: Experiments with the three-variable lorenz model Monthly Weather Review. 140: 2628-2646. DOI: 10.1175/Mwr-D-11-00313.1  0.405
2011 Greybush SJ, Kalnay E, Miyoshi T, Ide K, Hunt BR. Balance and ensemble Kalman filter localization techniques Monthly Weather Review. 139: 511-522. DOI: 10.1175/2010Mwr3328.1  0.343
2011 González-Tokman C, Hunt BR, Wright P. Approximating invariant densities of metastable systems Ergodic Theory and Dynamical Systems. 31: 1345-1361. DOI: 10.1017/S0143385710000337  0.309
2009 Cornick M, Hunt B, Ott E, Kurtuldu H, Schatz MF. State and parameter estimation of spatiotemporally chaotic systems illustrated by an application to Rayleigh-Bénard convection. Chaos (Woodbury, N.Y.). 19: 013108. PMID 19334972 DOI: 10.1063/1.3072780  0.373
2009 Baek SJ, Szunyogh I, Hunt BR, Ott E. Correcting for surface pressure background bias in ensemble-based analyses Monthly Weather Review. 137: 2349-2364. DOI: 10.1175/2008Mwr2787.1  0.36
2009 Frommer I, Harder E, Hunt B, Lance R, Ott E, Yorke J. Bifurcations and chaos in a periodically probed computer network International Journal of Bifurcation and Chaos. 19: 3129-3141. DOI: 10.1142/S0218127409024700  0.715
2009 Halper RD, Harder EJ, Hunt BR, Yorke JA. Stability of TCP dynamics in large data networks Siam Journal On Applied Dynamical Systems. 8: 146-159. DOI: 10.1137/080715354  0.363
2009 Fertig EJ, Baek SJ, Hunt BR, Ott E, Szunyogh I, Aravéquia JA, Kalnay E, Li H, Liu J. Observation bias correction with an ensemble Kalman filter Tellus, Series a: Dynamic Meteorology and Oceanography. 61: 210-226. DOI: 10.1111/J.1600-0870.2008.00378.X  0.604
2009 Gonzlez-Tokman C, Hunt BR. Scaling laws for bubbling bifurcations Nonlinearity. 22: 2607-2631. DOI: 10.1088/0951-7715/22/11/002  0.313
2009 Yang SC, Kalnay E, Hunt B, Bowler NE. Weight interpolation for efficient data assimilation with the Local Ensemble Transfom Kalman Filter Quarterly Journal of the Royal Meteorological Society. 135: 251-262. DOI: 10.1002/Qj.353  0.344
2008 Restrepo JG, Ott E, Hunt BR. Weighted percolation on directed networks. Physical Review Letters. 100: 058701. PMID 18352442 DOI: 10.1103/Physrevlett.100.058701  0.3
2008 Roberts M, Zimin AV, Hayes W, Hunt BR, Ustun C, White JR, Havlak P, Yorke J. Improving Phrap-based assembly of the rat using "reliable" overlaps. Plos One. 3: e1836. PMID 18350171 DOI: 10.1371/Journal.Pone.0001836  0.546
2008 Liu J, Fertig EJ, Li H, Kalnay E, Hunt BR, Kostelich EJ, Szunyogh I, Todling R. Comparison between Local Ensemble Transform Kalman Filter and PSAS in the NASA finite volume GCM - Perfect model experiments Nonlinear Processes in Geophysics. 15: 645-659. DOI: 10.5194/Npg-15-645-2008  0.612
2008 Szunyogh I, Kostelich EJ, Gyarmati G, Kalnay E, Hunt BR, Ott E, Satterfield E, Yorke JA. A local ensemble transform Kalman filter data assimilation system for the NCEP global model Tellus, Series a: Dynamic Meteorology and Oceanography. 60: 113-130. DOI: 10.1111/J.1600-0870.2007.00274.X  0.413
2007 Restrepo JG, Ott E, Hunt BR. Approximating the largest eigenvalue of network adjacency matrices. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 76: 056119. PMID 18233730 DOI: 10.1103/Physreve.76.056119  0.302
2007 Kaloshin VY, Hunt BR. Stretched exponential estimates on growth of the number of periodic points for prevalent diffeomorphisms I Annals of Mathematics. 165: 89-170. DOI: 10.4007/Annals.2007.165.89  0.305
2007 Harlim J, Hunt BR. Four-dimensional local ensemble transform Kalman filter: Numerical experiments with a global circulation model Tellus, Series a: Dynamic Meteorology and Oceanography. 59: 731-748. DOI: 10.3402/Tellusa.V59I5.15154  0.685
2007 Harlim J, Hunt BR. A non-Gaussian ensemble filter for assimilating infrequent noisy observations Tellus, Series a: Dynamic Meteorology and Oceanography. 59: 225-237. DOI: 10.3402/Tellusa.V59I2.14935  0.69
2007 Kuhl D, Szunyogh I, Kostelich EJ, Gyarmati G, Patil DJ, Oczkowski M, Hunt BR, Kalnay E, Ott E, Yorke JA. Assessing predictability with a local ensemble Kalman filter Journal of the Atmospheric Sciences. 64: 1116-1140. DOI: 10.1175/Jas3885.1  0.392
2007 Fertig EJ, Hunt BR, Ott E, Szunyogh I. Assimilating non-local observations with a local ensemble Kalman filter Tellus, Series a: Dynamic Meteorology and Oceanography. 59: 719-730. DOI: 10.1111/J.1600-0870.2007.00260.X  0.597
2007 Fertig EJ, Harlim J, Hunt BR. A comparative study of 4D-VAR and a 4D Ensemble Kalman Filter: Perfect model simulations with Lorenz-96 Tellus, Series a: Dynamic Meteorology and Oceanography. 59: 96-100. DOI: 10.1111/J.1600-0870.2006.00205.X  0.708
2007 Hunt BR, Kostelich EJ, Szunyogh I. Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter Physica D: Nonlinear Phenomena. 230: 112-126. DOI: 10.1016/J.Physd.2006.11.008  0.387
2006 Restrepo JG, Ott E, Hunt BR. Emergence of coherence in complex networks of heterogeneous dynamical systems. Physical Review Letters. 96: 254103. PMID 16907307 DOI: 10.1103/Physrevlett.96.254103  0.33
2006 Restrepo JG, Ott E, Hunt BR. Synchronization in large directed networks of coupled phase oscillators. Chaos (Woodbury, N.Y.). 16: 015107. PMID 16599773 DOI: 10.1063/1.2148388  0.303
2006 Baek SJ, Hunt BR, Kalnay E, Oott E, Szunyogh I. Local ensemble Kalman filtering in the presence of model bias Tellus, Series a: Dynamic Meteorology and Oceanography. 58: 293-306. DOI: 10.1111/J.1600-0870.2006.00178.X  0.404
2006 Restrepo JG, Ott E, Hunt BR. Emergence of synchronization in complex networks of interacting dynamical systems Physica D: Nonlinear Phenomena. 224: 114-122. DOI: 10.1016/J.Physd.2006.08.026  0.313
2005 Ozik J, Hunt BR, Ott E. Formation of multifractal population patterns from reproductive growth and local resettlement. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 72: 046213. PMID 16383518 DOI: 10.1103/Physreve.72.046213  0.301
2005 Harlim J, Oczkowski M, Yorke JA, Kalnay E, Hunt BR. Convex error growth patterns in a global weather model. Physical Review Letters. 94: 228501. PMID 16090440 DOI: 10.1103/Physrevlett.94.228501  0.625
2005 Szunyogh I, Kostelich EJ, Gyarmati G, Patil DJ, Hunt BR, Kalnay E, Ott E, Yorke JA. Assessing a local ensemble Kalman filter: Perfect model experiments with the National Centers For Environmental Prediction global model Tellus, Series a: Dynamic Meteorology and Oceanography. 57: 528-545. DOI: 10.3402/Tellusa.V57I4.14721  0.438
2004 Baek SJ, Hunt BR, Szunyogh I, Zimin A, Ott E. Localized error bursts in estimating the state of spatiotemporal chaos. Chaos (Woodbury, N.Y.). 14: 1042-9. PMID 15568918 DOI: 10.1063/1.1788091  0.343
2004 Restrepo JG, Ott E, Hunt BR. Spatial patterns of desynchronization bursts in networks. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 69: 066215. PMID 15244716 DOI: 10.1103/Physreve.69.066215  0.345
2004 Ozik J, Hunt BR, Ott E. Growing networks with geographical attachment preference: emergence of small worlds. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 69: 026108. PMID 14995521 DOI: 10.1103/Physreve.69.026108  0.306
2004 Ott E, Hunt BR, Szunyogh I, Zimin AV, Kostelich EJ, Corazza M, Kalnay E, Patil DJ, Yorke JA. A local ensemble Kalman filter for atmospheric data assimilation Tellus, Series a: Dynamic Meteorology and Oceanography. 56: 415-428. DOI: 10.3402/Tellusa.V56I5.14462  0.411
2004 Hunt BR, Kalnay E, Kostelich EJ, Ott E, Patil DJ, Sauer T, Szunyogh I, Yorke JA, Zimin AV. Four-dimensional ensemble Kalman filtering Tellus, Series a: Dynamic Meteorology and Oceanography. 56: 273-277. DOI: 10.3402/Tellusa.V56I4.14424  0.413
2004 Ott E, Hunt BR, Szunyogh I, Zimin AV, Kostelich EJ, Corazza M, Kalnay E, Patil DJ, Yorke JA. Estimating the state of large spatio-temporally chaotic systems Physics Letters, Section a: General, Atomic and Solid State Physics. 330: 365-370. DOI: 10.1016/J.Physleta.2004.08.004  0.361
2003 Kim JW, Kim SY, Hunt B, Ott E. Fractal properties of robust strange nonchaotic attractors in maps of two or more dimensions. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 67: 036211. PMID 12689157 DOI: 10.1103/Physreve.67.036211  0.309
2003 Zimin AV, Hunt BR, Ott E. Bifurcation scenarios for bubbling transition. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 67: 016204. PMID 12636582 DOI: 10.1103/Physreve.67.016204  0.314
2003 Corazza M, Kalnay E, Patil DJ, Yang SC, Morss R, Cai M, Szunyogh I, Hunt BR, Yorke JA. Use of the breeding technique to estimate the structure of the analysis "errors of the day" Nonlinear Processes in Geophysics. 10: 233-243. DOI: 10.5194/Npg-10-233-2003  0.363
2002 Hunt BR, Kennedy JA, Li TY, Nusse HE. SLYRB measures: Natural invariant measures for chaotic systems Physica D: Nonlinear Phenomena. 170: 50-71. DOI: 10.1016/S0167-2789(02)00445-1  0.317
2001 Patil DJ, Hunt BR, Kalnay E, Yorke JA, Ott E. Local low dimensionality of atmospheric dynamics. Physical Review Letters. 86: 5878-81. PMID 11415384 DOI: 10.1103/Physrevlett.86.5878  0.345
2001 Patil DAS, Hunt BR, Carton JA. Identifying low-dimensional nonlinear behavior in atmospheric data Monthly Weather Review. 129: 2116-2125. DOI: 10.1175/1520-0493(2001)129<2116:Ildnbi>2.0.Co;2  0.404
2000 Yang TH, Hunt BR, Ott E. Optimal periodic orbits of continuous time chaotic systems Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 62: 1950-9. PMID 11088659 DOI: 10.1103/Physreve.62.1950  0.309
1999 So P, Barreto E, Hunt BR. Box-counting dimension without boxes: Computing D0 from average expansion rates Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 60: 378-385. PMID 11969771 DOI: 10.1103/Physreve.60.378  0.317
1997 Jacobs J, Ott E, Hunt BR. Scaling of the durations of chaotic transients in windows of attracting periodicity Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 56: 6508-6515. DOI: 10.1103/Physreve.56.6508  0.348
1997 Chin W, Hunt B, Yorke JA. Transactions of the American Mathematical Society. 349: 1783-1797. DOI: 10.1090/S0002-9947-97-01900-4  0.312
1997 Hunt BR, Ott E. Structure in the parameter dependence of order and chaos for the quadratic map Journal of Physics a: Mathematical and General. 30: 7067-7076. DOI: 10.1088/0305-4470/30/20/012  0.325
1996 Hunt BR, Ott E. Optimal periodic orbits of chaotic systems. Physical Review Letters. 76: 2254-2257. PMID 10060651 DOI: 10.1103/Physrevlett.76.2254  0.303
1996 Hunt BR. Estimating invariant measures and Lyapunov exponents Ergodic Theory and Dynamical Systems. 16: 735-749. DOI: 10.1017/S014338570000907X  0.301
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