Edward Ott - RankMe

29 papers Misc 1Journal 27

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Tailored Forecasting from Short Time Series via Meta-learning. CoRR Declan A. Norton, Edward Ott, Andrew Pomerance, Brian R. Hunt, Michelle Girvan
2024	J	`jnl`	Exploring the Potential of Hybrid Machine-Learning/Physics-Based Modeling for Atmospheric/Oceanic Prediction Beyond the Medium Range. CoRR Dhruvit Patel, Troy Arcomano, Brian R. Hunt, Istvan Szunyogh, Edward Ott
2024	J	`jnl`	Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing. Neural Networks Alexander Wikner, Joseph Harvey, Michelle Girvan, Brian R. Hunt, Andrew Pomerance, Thomas M. Antonsen Jr., Edward Ott
2022	J	`jnl`	Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization. CoRR Alexander Wikner, Brian R. Hunt, Joseph Harvey, Michelle Girvan, Edward Ott
2022	J	`jnl`	Using Machine Learning to Anticipate Tipping Points and Extrapolate to Post-Tipping Dynamics of Non-Stationary Dynamical Systems. CoRR Dhruvit Patel, Edward Ott
2021	J	`jnl`	Parallel Machine Learning for Forecasting the Dynamics of Complex Networks. CoRR Keshav Srinivasan, Nolan J. Coble, Joy Hamlin, Thomas M. Antonsen Jr., Edward Ott, Michelle Girvan
2021	—	`ch.`	Reservoir Computing for Forecasting Large Spatiotemporal Dynamical Systems. Reservoir Computing Jaideep Pathak, Edward Ott
2021	J	`jnl`	Using Data Assimilation to Train a Hybrid Forecast System that Combines Machine-Learning and Knowledge-Based Components. CoRR Alexander Wikner, Jaideep Pathak, Brian R. Hunt, Istvan Szunyogh, Michelle Girvan, Edward Ott
2020	J	`jnl`	Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics. Neural Networks Pantelis-Rafail Vlachas, Jaideep Pathak, Brian R. Hunt, Themistoklis P. Sapsis, Michelle Girvan, Edward Ott, Petros Koumoutsakos
2020	J	`jnl`	Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems. CoRR Alexander Wikner, Jaideep Pathak, Brian R. Hunt, Michelle Girvan, Troy Arcomano, Istvan Szunyogh, Andrew Pomerance, Edward Ott
2020	J	`jnl`	Link inference of noisy delay-coupled networks: Machine learning and opto-electronic experimental tests. CoRR Amitava Banerjee, Joseph D. Hart, Rajarshi Roy, Edward Ott
2019	J	`jnl`	Forecasting of Spatio-temporal Chaotic Dynamics with Recurrent Neural Networks: a comparative study of Reservoir Computing and Backpropagation Algorithms. CoRR Pantelis-Rafail Vlachas, Jaideep Pathak, Brian R. Hunt, Themistoklis P. Sapsis, Michelle Girvan, Edward Ott, Petros Koumoutsakos
2019	J	`jnl`	Separation of Chaotic Signals by Reservoir Computing. CoRR Sanjukta Krishnagopal, Michelle Girvan, Edward Ott, Brian R. Hunt
2019	J	`jnl`	Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links. CoRR Amitava Banerjee, Jaideep Pathak, Rajarshi Roy, Juan G. Restrepo, Edward Ott
2018	J	`jnl`	Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model. CoRR Jaideep Pathak, Alexander Wikner, Rebeckah Fussell, Sarthak Chandra, Brian R. Hunt, Michelle Girvan, Edward Ott
2014	J	`jnl`	The Impact of Imperfect Information on Network Attack. CoRR Andrew Melchionna, Jesus Caloca, Shane Squires, Thomas M. Antonsen Jr., Edward Ott, Michelle Girvan
2013	J	`jnl`	Modeling and Measuring Signal Relay in Noisy Directed Migration of Cell Groups. PLoS Comput. Biol. Can Guven, Erin Rericha, Edward Ott, Wolfgang Losert
2013	J	`jnl`	Robustness of Network Measures to Link Errors. CoRR John Platig, Edward Ott, Michelle Girvan
2013	J	`jnl`	Spatially embedded growing small-world networks. CoRR Ari Zitin, Alex Gorowora, Shane Squires, Mark Herrera, Thomas M. Antonsen Jr., Michelle Girvan, Edward Ott
2009	J	`jnl`	Bifurcations and Chaos in a Periodically probed Computer Network. Int. J. Bifurc. Chaos Ian Frommer, Eric J. Harder, Brian R. Hunt, Ryan Lance, Edward Ott, James A. Yorke
2008	J	`jnl`	Attractor dimensions. Scholarpedia Edward Ott
2006	J	`jnl`	Basin of attraction. Scholarpedia Edward Ott
2006	J	`jnl`	Controlling chaos. Scholarpedia Edward Ott
2006	J	`jnl`	Crises. Scholarpedia Edward Ott
2004	J	`jnl`	Phase Synchronization in a Modulated Chaotic Laser Array. Int. J. Bifurc. Chaos David J. Deshazer, Romulus Breban, Edward Ott, Rajarshi Roy
2004	J	`jnl`	Two Models for the Study of Congested Internet Connections CoRR Ian Frommer, Eric J. Harder, Brian R. Hunt, Ryan Lance, Edward Ott, James A. Yorke
2000	J	`jnl`	Exploiting Synchronization to Combat Channel distortions in Communication with Chaotic Systems. Int. J. Bifurc. Chaos Naresh Sharma, Edward Ott
1999	Misc	`conf`	Combating channel distortions for chaotic signals. ICASSP Naresh Sharma, Edward Ott
1996	J	`jnl`	Chaotic Behavior of Deterministic Dissipative Systems (Milos Marek and Igor Schreiber). SIAM Rev. Edward Ott