Brian R. Hunt

According to our database, Brian R. Hunt authored at least 13 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization.

Alexander Wikner, Brian R. Hunt, Joseph Harvey, Michelle Girvan, Edward Ott

CoRR, 2022

2021

Using Data Assimilation to Train a Hybrid Forecast System that Combines Machine-Learning and Knowledge-Based Components.

Alexander Wikner, Jaideep Pathak, Brian R. Hunt, Istvan Szunyogh, Michelle Girvan, Edward Ott

CoRR, 2021

2020

Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics.

Pantelis-Rafail Vlachas, Jaideep Pathak, Brian R. Hunt, Themistoklis P. Sapsis, Michelle Girvan, Edward Ott, Petros Koumoutsakos

Neural Networks, 2020

Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems.

Alexander Wikner, Jaideep Pathak, Brian R. Hunt, Michelle Girvan, Troy Arcomano, Istvan Szunyogh, Andrew Pomerance, Edward Ott

CoRR, 2020

2019

Separation of Chaotic Signals by Reservoir Computing.

Sanjukta Krishnagopal, Michelle Girvan, Edward Ott, Brian R. Hunt

CoRR, 2019

Forecasting of Spatio-temporal Chaotic Dynamics with Recurrent Neural Networks: a comparative study of Reservoir Computing and Backpropagation Algorithms.

Pantelis-Rafail Vlachas, Jaideep Pathak, Brian R. Hunt, Themistoklis P. Sapsis, Michelle Girvan, Edward Ott, Petros Koumoutsakos

CoRR, 2019

2018

Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model.

Jaideep Pathak, Alexander Wikner, Rebeckah Fussell, Sarthak Chandra, Brian R. Hunt, Michelle Girvan, Edward Ott

CoRR, 2018

2015

Absolute Continuity of a Function and Uniform Integrability of Its Divided Differences.

Patrick M. Fitzpatrick, Brian R. Hunt

Am. Math. Mon., 2015

2009

Stability of TCP Dynamics in Large Data Networks.

Russell D. Halper, Eric J. Harder, Brian R. Hunt, James A. Yorke

SIAM J. Appl. Dyn. Syst., 2009

Bifurcations and Chaos in a Periodically probed Computer Network.

Ian Frommer, Eric J. Harder, Brian R. Hunt, Ryan Lance, Edward Ott, James A. Yorke

Int. J. Bifurc. Chaos, 2009

2004

A Preprocessor for Shotgun Assembly of Large Genomes.

Michael Roberts, Brian R. Hunt, James A. Yorke, Randall A. Bolanos, Arthur L. Delcher

J. Comput. Biol., 2004

Two Models for the Study of Congested Internet Connections

Ian Frommer, Eric J. Harder, Brian R. Hunt, Ryan Lance, Edward Ott, James A. Yorke

CoRR, 2004

Reducing storage requirements for biological sequence comparison.

Michael Roberts, Wayne B. Hayes, Brian R. Hunt, Stephen M. Mount, James A. Yorke

Bioinform., 2004