Erik M. Bollt - Publications, H-index & Citations

Erik M. Bollt

Clarkson University

40H指数

282论文数

6.4K被引数

收录论文 20

发表时间

Assimilative causal inference 同化因果推理

Nature Communications

IF15.7

2026-01-22

OAAI

Marios Andreou; Nan Chen; Erik Bollt

Analysis of Tidal Flows through the Strait of Gibraltar Using Dynamic Mode Decomposition 利用动态模态分解法对直布罗陀海峡潮汐流的分析

JOURNAL OF PHYSICAL OCEANOGRAPHY

IF3

2025-10-01

PREAI

Dias, Sathsara; Surasinghe, Sudam; Priyankara, K. G. D. Sulalitha; Budisic, Marko; Pratt, Larry; Sanchez-Garrido, Jose C.; Bollt, Erik M.

Data-driven model discovery with Kolmogorov-Arnold networks 基于kolmogorov-arnold网络的数据驱动模型发现

PHYSICAL REVIEW RESEARCH

IF4.2

2025-04-10

OAAI

Panahi, Shirin; Moradi, Mohammadamin; Bollt, Erik M.; Lai, Ying-Cheng

How neural networks work: Unraveling the mystery of randomized neural networks for functions and chaotic dynamical systems 神经网络的工作原理：解密随机化神经网络在函数和混沌动力系统中的应用

CHAOS

IF3.2

2024-12-24

PREAI

Bollt, E

On learning what to learn: Heterogeneous observations of dynamics and establishing possibly causal relations among them

PNAS NEXUS

IF3.8

2024-12-06

OAAI

Sroczynski, David W.; Dietrich, Felix; Koronaki, Eleni D.; Talmon, Ronen; Coifman, Ronald R.; Bollt, Erik; Kevrekidis, Ioannis G.

Contrasting topologies of synchronous and asynchronous functional brain networks

NETWORK NEUROSCIENCE

IF3.1

2024-11-18

OAAI

Mcintyre, Clayton C.; Bahrami, Mohsen; Shappell, Heather M.; Lyday, Robert G.; Fish, Jeremie; Bollt, Erik M.; Laurienti, Paul J.

Fractal basins as a mechanism for the nimble brain

SCIENTIFIC REPORTS

IF3.9

2023-11-27

OAAI

Bollt, Erik; Fish, Jeremie; Kumar, Anil; dos Santos, Edmilson Roque; Laurienti, Paul J.

Data-driven learning of Boolean networks and functions by optimal causation entropy principle

PATTERNS

IF7.4

2022-11-01

OAAI

Sun, Jie; AlMomani, Abd AlRahman R.; Bollt, Erik

Beach-level 24-hour forecasts of Florida red tide-induced respiratory irritation

HARMFUL ALGAE

IF4.5

2022-01-01

OAAI

Ross, Shane D.; Fish, Jeremie; Moeltner, Klaus; Bollt, Erik M.; Bilyeu, Landon; Fanara, Tracy

Spontaneous emergence of leadership patterns drives synchronization in complex human networks

SCIENTIFIC REPORTS

IF3.9

2021-09-15

OAAI

Calabrese, Carmela; Lombardi, Maria; Bollt, Erik; De Lellis, Pietro; Bardy, Benoit G.; di Bernardo, Mario

Geometric considerations of a good dictionary for Koopman analysis of dynamical systems: Cardinality, primary eigenfunction, and efficient representation

COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION

IF3.8

2021-09-01

OAAI

Bollt, Erik M.

Decoding collective communications using information theory tools 使用信息理论工具解码集体通信

JOURNAL OF THE ROYAL SOCIETY INTERFACE

IF3.5

2020-03-18

OAAI

Pilkiewicz, 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

Inferring causation from time series in Earth system sciences 从地球系统科学中的时间序列推断因果关系

NATURE COMMUNICATIONS

IF15.7

2019-06-14

508

OAAI

Runge, 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

A nonlinear dimensionality reduction framework using smooth geodesics

PATTERN RECOGNITION

IF7.6

2019-03-01

OAAI

Gajamannage, Kelum; Paffenroth, Randy; Bollt, Erik M.

Nonlinear characterization of a Rossler system under periodic closed-loop control via time-frequency and bispectral analysis

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2018-01-01

PREAI

Alstrom, Robert Bruce; Moreau, Stephane; Marzocca, Pier; Bollt, Erik

An Emergent Space for Distributed Data With Hidden Internal Order Through Manifold Learning

IEEE ACCESS

IF3.6

2018-01-01

OAAI

Kemeth, Felix P.; Haugland, Sindre W.; Dietrich, Felix; Bertalan, Tom; Hoehlein, Kevin; Li, Qianxiao; Bollt, Erik M.; Talmon, Ronen; Krischer, Katharina; Kevrekidis, Ioannis G.

Dimensionality reduction of collective motion by principal manifolds

PHYSICA D-NONLINEAR PHENOMENA

IF2.9

2015-01-01

OAAI

Gajamannage, Kelum; Butail, Sachit; Porfiri, Maurizio; Bollt, Erik M.

Collective behaviour across animal species

SCIENTIFIC REPORTS

IF3.9

2014-01-16

OAAI

DeLellis, Pietro; Polverino, Giovanni; Ustuner, Gozde; Abaid, Nicole; Macri, Simone; Bollt, Erik M.; Porfiri, Maurizio

Lower extremity fatigue increases complexity of postural control during a single-legged stance

JOURNAL OF NEUROENGINEERING AND REHABILITATION

IF5.2

2011-01-01

OAAI

McGregor, 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.

Synchronization in Random Weighted Directed Networks

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2008-11-01

117

PREAI

Porfiri, Maurizio; Stilwell, Daniel J.; Bollt, Erik M.

研究方向