Edward Ott

According to our database, Edward Ott authored at least 28 papers between 1996 and 2024.

Collaborative distances:

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

2024

Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing.

Alexander Wikner, Joseph Harvey, Michelle Girvan, Brian R. Hunt, Andrew Pomerance, Thomas M. Antonsen Jr., Edward Ott

Neural Networks, 2024

Exploring the Potential of Hybrid Machine-Learning/Physics-Based Modeling for Atmospheric/Oceanic Prediction Beyond the Medium Range.

Dhruvit Patel, Troy Arcomano, Brian R. Hunt, Istvan Szunyogh, Edward Ott

CoRR, 2024

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

Using Machine Learning to Anticipate Tipping Points and Extrapolate to Post-Tipping Dynamics of Non-Stationary Dynamical Systems.

Dhruvit Patel, Edward Ott

CoRR, 2022

2021

Reservoir Computing for Forecasting Large Spatiotemporal Dynamical Systems.

Jaideep Pathak, Edward Ott

Proceedings of the Reservoir Computing, 2021

Parallel Machine Learning for Forecasting the Dynamics of Complex Networks.

Keshav Srinivasan, Nolan Coble, Joy Hamlin, Thomas M. Antonsen Jr., Edward Ott, Michelle Girvan

CoRR, 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

Link inference of noisy delay-coupled networks: Machine learning and opto-electronic experimental tests.

Amitava Banerjee, Joseph D. Hart, Rajarshi Roy, Edward Ott

CoRR, 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

Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links.

Amitava Banerjee, Jaideep Pathak, Rajarshi Roy, Juan G. Restrepo, Edward Ott

CoRR, 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

2014

The Impact of Imperfect Information on Network Attack.

Andrew Melchionna, Jesus Caloca, Shane Squires, Thomas M. Antonsen Jr., Edward Ott, Michelle Girvan

CoRR, 2014

2013

Modeling and Measuring Signal Relay in Noisy Directed Migration of Cell Groups.

Can Guven, Erin Rericha, Edward Ott, Wolfgang Losert

PLoS Comput. Biol., 2013

Spatially embedded growing small-world networks.

Ari Zitin, Alex Gorowora, Shane Squires, Mark Herrera, Thomas M. Antonsen Jr., Michelle Girvan, Edward Ott

CoRR, 2013

Robustness of Network Measures to Link Errors.

John Platig, Edward Ott, Michelle Girvan

CoRR, 2013

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

2008

Attractor dimensions.

Edward Ott

Scholarpedia, 2008

2006

Crises.

Edward Ott

Scholarpedia, 2006

Controlling chaos.

Edward Ott

Scholarpedia, 2006

Basin of attraction.

Edward Ott

Scholarpedia, 2006

2004

Phase Synchronization in a Modulated Chaotic Laser Array.

David J. Deshazer, Romulus Breban, Edward Ott, Rajarshi Roy

Int. J. Bifurc. Chaos, 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

2000

Exploiting Synchronization to Combat Channel distortions in Communication with Chaotic Systems.

Naresh Sharma, Edward Ott

Int. J. Bifurc. Chaos, 2000

1999

Combating channel distortions for chaotic signals.

Naresh Sharma, Edward Ott

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1996

Chaotic Behavior of Deterministic Dissipative Systems (Milos Marek and Igor Schreiber).

Edward Ott

SIAM Rev., 1996