Topological Methods for
the Planet’s Dynamics
TEMPLEX
TEMPLEX
Publications
Book Chapters
2024
Papers
2023
Ghil, M., & Sciamarella, D. (2023). Dynamical systems, algebraic topology and the climate sciences. Nonlinear Processes in Geophysics, 30(4), 399-434. https://doi.org/10.5194/npg-30-399-2023
Charó, G. D., Ghil, M., & Sciamarella, D. (2023). Random templex encodes topological tipping points in noise-driven chaotic dynamics. Chaos: An Interdisciplinary Journal of Nonlinear Science, 33(10). https://doi.org/10.1063/5.0140660
2022
Charó, G. D., Letellier, C., & Sciamarella, D. (2022). Templex: A bridge between homologies and templates for chaotic attractors. Chaos: An Interdisciplinary Journal of Nonlinear Science, 32(8). https://doi.org/10.1063/5.0092933
Theses
Salvagni, Luciana Laura. (2023). Análisis topológico de datos en atractores climáticos. Tesis de Grado. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales.
https://hdl.handle.net/20.500.12110/seminario_nMAT000651_Salvagni
Barreal Adrián. (2023). Desarrollo de algoritmos para el estudio topológico de flujos caóticos. Undergraduate thesis, Facultad de Ingeniería de la Universidad de Buenos Aires
Meetings
Bonel, J. C., Bodnariuk, N., Charo, G., Guinet, C., Saraceno, M., & Sciamarella, D. (2023, November). Templex-detected patterns and their connection to elephant seal behaviour. In Ocean Surface Topography Science Team (OSTST) Meeting. https://hal.science/hal-04276347v1/file/Poster_OSTST__2023_.pdf
Charó, G. D., Letellier, C., & Sciamarella, D. (2023, October). The templex approach in Lagrangian Analysis. In FROM THE NONLINEAR DYNAMICAL SYSTEMS THEORY TO OBSERVATIONAL CHAOS.
https://hal.science/hal-04276333v1/file/Otto_Chaos___6_pages___II.pdf
https://hal.science/hal-04276337v1/file/Otto_Chaos___6_pages___I.pdf
Sciamarella, D. (2023, October). Le templex et les sciences du climat. In COLLOQUES «SCIENCE DES POINTS DE BASCULE» ET «PRÉVISIBILITÉ DANS LES SCIENCES DE L’ATMOSPHÈRE, DES OCÉANS ET DU CLIMAT».
https://hal.science/hal-04276349v1/file/GDR-DS-Diapos-en-ligne.pdf
Charó, G. D., Pierini, S., Ghil, M., & Sciamarella, D. (2023, October). Applying the templex approach to the topology of an intermediate ocean model with time-dependent winds. In NADCOM23 Non-autonomous Dynamics in Complex Systems: Theory and Applications to Critical Transitions.
https://hal.science/hal-04276313/
https://hal.science/hal-04274457v1/file/2023_Mosto.pdf
https://doi.org/10.5194/egusphere-egu23-4501
Courses
https://clima.dm.unipi.it/2024/01/22/minicourse-dynamical-systems-algebraic-topology-and-climate/
Ghil, M., & Sciamarella, D. (2023, May) Chaos, stochasticity and algebraic topology: Novel methods and their applications to climate. In Datashape seminar.
https://hal.science/hal-04276351v1/file/Templex_DataShape_presented.pdf
Codes
Barreal Adrián. (2023). Desarrollo de algoritmos para el estudio topológico de flujos caóticos. Undergraduate thesis, Facultad de Ingeniería de la Universidad de Buenos Aires.
https://git.cima.fcen.uba.ar/adrian.barreal/flow-templex
https://community.wolfram.com/groups/-/m/t/3079776