Publications

Research papers, conference presentations, and scholarly work.

Figure from Transient times and cycle-rich topology in reservoir computing

Transient times and cycle-rich topology in reservoir computing

Daniel Estevez-Moya, Misha Chai, Erick Alejandro Madrigal Solis, Ernesto Estevez-Rams, Holger Kantz (2026)

journal
Figure from Pattern production and community emergence in the minority game

Pattern production and community emergence in the minority game

E. Estevez-Rams, D. Estévez Moya, H. Kantz (2026)

journal
Figure from Emergent Behavior and Computational Capabilities in Nonlinear Systems: Advancing Applications in Time Series Forecasting and Predictive Modeling

Emergent Behavior and Computational Capabilities in Nonlinear Systems: Advancing Applications in Time Series Forecasting and Predictive Modeling

Kárel García-Medina, Daniel Estevez-Moya, Ernesto Estevez-Rams, Reinhard B. Neder (2025)

conference
Figure from Trajectory classification through Freeman’s curve encoding and entropic analysis

Trajectory classification through Freeman’s curve encoding and entropic analysis

Roxana Peña-Mendieta, Ania Mesa-Rodríguez, Daniel Estevez-Moya, José Rafael de la Horra, Ernesto Estevez-Rams, Holger Kantz (2025)

journal
Figure from Trajectory analysis through entropy characterization over coded representation

Trajectory analysis through entropy characterization over coded representation

Roxana Peña-Mendieta, Ania Mesa-Rodríguez, Ernesto Estevez-Rams, Daniel Estevez-Moya, Danays Kunka (2024)

preprint
Preprint
Figure from Echo State Networks for the Prediction of Chaotic Systems

Echo State Networks for the Prediction of Chaotic Systems

Daniel Estévez-Moya, Ernesto Estévez-Rams, Hölger Kantz (2023)

chapter
Figure from Complexity and transition to chaos in coupled Adler-type oscillators

Complexity and transition to chaos in coupled Adler-type oscillators

D. Estevez-Moya, E. Estevez-Rams, H. Kantz (2023)

journal
Preprint
Figure from Damage spreading and information distance in cellular automata

Damage spreading and information distance in cellular automata

Karel Garcia-Medina, Daniel Estevez-Moya, Ernesto Estevez-Rams (2022)

journal
Figure from Stability and transition in continuously deformed cellular automata

Stability and transition in continuously deformed cellular automata

Karel Garcia-Medina, Daniel Estevez-Moya, Ernesto Estevez-Rams (2020)

journal
Figure from Computational capabilities at the edge of chaos for one dimensional systems undergoing continuous transitions

Computational capabilities at the edge of chaos for one dimensional systems undergoing continuous transitions

E. Estevez-Rams, D. Estevez-Moya, K. Garcia-Medina, R. Lora-Serrano (2019)

journal
Figure from Complexity-entropy analysis at different levels of organisation in written language

Complexity-entropy analysis at different levels of organisation in written language

Ernesto Estevez-Rams, Ania Mesa-Rodriguez, Daniel Estevez-Moya (2019)

journal
Information TheoryEntropyLanguageSimilaritySemantic
Figure from Phenomenology of coupled nonlinear oscillators

Phenomenology of coupled nonlinear oscillators

E. Estevez-Rams, D. Estevez-Moya, B. Aragón-Fernández (2018)

journal
Coupled oscillatorsEntropyInformation TheoryChaosSynchronizationNonlinear Dynamics
Figure from Hilbert curves in two dimensions

Hilbert curves in two dimensions

Ernesto Estevez-Rams, Daniel Estevez-Moya , Yosdan Martinez-Camejo , Danilo Gomez-Gomez, Beatriz Aragon-Fernandez (2017)

journal