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E

Erik M. Bollt

Clarkson University

40H-index
282Paper Count
6.4KCitation Count
Published Papers 20
Publication Date
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Assimilative causal inference
errNature Communications
IF15.7
err2026-01-22
err0
errOAAI
errMarios Andreou; Nan Chen; Erik Bollt
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Analysis of Tidal Flows through the Strait of Gibraltar Using Dynamic Mode Decomposition
errJOURNAL OF PHYSICAL OCEANOGRAPHY
IF3
err2025-10-01
err0
PREAI
errDias, Sathsara; Surasinghe, Sudam; Priyankara, K. G. D. Sulalitha; Budisic, Marko; Pratt, Larry; Sanchez-Garrido, Jose C.; Bollt, Erik M.
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Data-driven model discovery with Kolmogorov-Arnold networks
errPHYSICAL REVIEW RESEARCH
IF4.2
err2025-04-10
err0
errOAAI
errPanahi, Shirin; Moradi, Mohammadamin; Bollt, Erik M.; Lai, Ying-Cheng
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How neural networks work: Unraveling the mystery of randomized neural networks for functions and chaotic dynamical systems
errCHAOS
IF3.2
err2024-12-24
err0
PREAI
errBollt, E
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On learning what to learn: Heterogeneous observations of dynamics and establishing possibly causal relations among them
errPNAS NEXUS
IF3.8
err2024-12-06
err0
errOAAI
errSroczynski, David W.; Dietrich, Felix; Koronaki, Eleni D.; Talmon, Ronen; Coifman, Ronald R.; Bollt, Erik; Kevrekidis, Ioannis G.
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Contrasting topologies of synchronous and asynchronous functional brain networks
errNETWORK NEUROSCIENCE
IF3.1
err2024-11-18
err0
errOAAI
errMcintyre, Clayton C.; Bahrami, Mohsen; Shappell, Heather M.; Lyday, Robert G.; Fish, Jeremie; Bollt, Erik M.; Laurienti, Paul J.
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Fractal basins as a mechanism for the nimble brain
errSCIENTIFIC REPORTS
IF3.9
err2023-11-27
err2
errOAAI
errBollt, Erik; Fish, Jeremie; Kumar, Anil; dos Santos, Edmilson Roque; Laurienti, Paul J.
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Data-driven learning of Boolean networks and functions by optimal causation entropy principle
errPATTERNS
IF7.4
err2022-11-01
err6
errOAAI
errSun, Jie; AlMomani, Abd AlRahman R.; Bollt, Erik
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Beach-level 24-hour forecasts of Florida red tide-induced respiratory irritation
errHARMFUL ALGAE
IF4.5
err2022-01-01
err4
errOAAI
errRoss, Shane D.; Fish, Jeremie; Moeltner, Klaus; Bollt, Erik M.; Bilyeu, Landon; Fanara, Tracy
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Spontaneous emergence of leadership patterns drives synchronization in complex human networks
errSCIENTIFIC REPORTS
IF3.9
err2021-09-15
err18
errOAAI
errCalabrese, Carmela; Lombardi, Maria; Bollt, Erik; De Lellis, Pietro; Bardy, Benoit G.; di Bernardo, Mario
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Geometric considerations of a good dictionary for Koopman analysis of dynamical systems: Cardinality, primary eigenfunction, and efficient representation
errCOMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
IF3.8
err2021-09-01
err13
errOAAI
errBollt, Erik M.
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errSave
Decoding collective communications using information theory tools
errJOURNAL OF THE ROYAL SOCIETY INTERFACE
IF3.5
err2020-03-18
err28
errOAAI
errPilkiewicz, K. R.; Lemasson, B. H.; Rowlands, M. A.; Hein, A.; Sun, J.; Berdahl, A.; Mayo, M. L.; Moehlis, J.; Porfiri, M.; Fernandez-Juricic, E.; Gamlen, S.; Bollt, E. M.; Carlson, J. M.; Tarampi, M. R.; Macuga, K. L.; Rossi, L.; Shen, C-C
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errSave
Inferring causation from time series in Earth system sciences
errNATURE COMMUNICATIONS
IF15.7
err2019-06-14
err508
errOAAI
errRunge, Jakob; Bathiany, Sebastian; Bollt, Erik; Camps-Valls, Gustau; Coumou, Dim; Deyle, Ethan; Glymour, Clark; Kretschmer, Marlene; Mahecha, Miguel D.; Munoz-Mari, Jordi; van Nes, Egbert H.; Peters, Jonas; Quax, Rick; Reichstein, Markus; Scheffer, Marten; Schoelkopf, Bernhard; Spirtes, Peter; Sugihara, George; Sun, Jie; Zhang, Kun; Zscheischler, Jakob
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A nonlinear dimensionality reduction framework using smooth geodesics
errPATTERN RECOGNITION
IF7.6
err2019-03-01
err16
errOAAI
errGajamannage, Kelum; Paffenroth, Randy; Bollt, Erik M.
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Nonlinear characterization of a Rossler system under periodic closed-loop control via time-frequency and bispectral analysis
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2018-01-01
err6
PREAI
errAlstrom, Robert Bruce; Moreau, Stephane; Marzocca, Pier; Bollt, Erik
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errSave
An Emergent Space for Distributed Data With Hidden Internal Order Through Manifold Learning
errIEEE ACCESS
IF3.6
err2018-01-01
err20
errOAAI
errKemeth, Felix P.; Haugland, Sindre W.; Dietrich, Felix; Bertalan, Tom; Hoehlein, Kevin; Li, Qianxiao; Bollt, Erik M.; Talmon, Ronen; Krischer, Katharina; Kevrekidis, Ioannis G.
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Dimensionality reduction of collective motion by principal manifolds
errPHYSICA D-NONLINEAR PHENOMENA
IF2.9
err2015-01-01
err14
errOAAI
errGajamannage, Kelum; Butail, Sachit; Porfiri, Maurizio; Bollt, Erik M.
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Collective behaviour across animal species
errSCIENTIFIC REPORTS
IF3.9
err2014-01-16
err53
errOAAI
errDeLellis, Pietro; Polverino, Giovanni; Ustuner, Gozde; Abaid, Nicole; Macri, Simone; Bollt, Erik M.; Porfiri, Maurizio
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Lower extremity fatigue increases complexity of postural control during a single-legged stance
errJOURNAL OF NEUROENGINEERING AND REHABILITATION
IF5.2
err2011-01-01
err20
errOAAI
errMcGregor, Stephen J.; Armstrong, W. Jeffrey; Yaggie, James A.; Bollt, Erik M.; Parshad, Rana; Bailey, Jerry J.; Johnson, Sean M.; Goin, Aleta M.; Kelly, Samuel R.
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Synchronization in Random Weighted Directed Networks
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2008-11-01
err117
PREAI
errPorfiri, Maurizio; Stilwell, Daniel J.; Bollt, Erik M.
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Research Directions

No research directions
Co-authors
Cooperation Journals
B
Bernhard Schölkopf
H-index: 140 · Papers: 1.5K
M
Markus Reichstein
H-index: 133 · Papers: 986
M
Marten Scheffer
H-index: 132 · Papers: 499
G
Gustau Camps‐Valls
H-index: 89 · Papers: 724
E
Egbert H. van Nes
H-index: 83 · Papers: 302
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