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Iberê Luiz Caldas

University of São Paulo (USP) - Institute of Physics

Sao Paulo

Brazil

  • University of São Paulo (USP) - Institute of Physics

SCHOLARLY PAPERS

12

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574

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0

Scholarly Papers (12)

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1.

Rainfall forecast in Brazil using machine learning

Downloads 73 (469,621)

Rainfall Forecast in Brazil Using Machine Learning

Number of pages: 20 Posted: 09 Sep 2024
Sidney Tiago Silva, Enrique Gabrick, Leticia Milani, Ricardo L. Viana, Iberê Luiz Caldas and Antonio Marcos Batista
Federal University of Parana (UFPR), affiliation not provided to SSRN, affiliation not provided to SSRN, Universidade Federal do Paraná, University of São Paulo (USP) - Institute of Physics and Universidade Estadual de Ponta Grossa
Downloads 38 (1,238,337)

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Machine Learning, rainfall, climatic characteristics, rain forecast

Rainfall Forecast in Brazil Using Machine Learning

Number of pages: 20 Posted: 23 Aug 2024
Sidney Tiago Silva, Enrique Gabrick, Leticia Milani, Ricardo L. Viana, Iberê Luiz Caldas and Antonio Marcos Batista
Federal University of Parana (UFPR), affiliation not provided to SSRN, affiliation not provided to SSRN, Universidade Federal do Paraná, University of São Paulo (USP) - Institute of Physics and Universidade Estadual de Ponta Grossa
Downloads 35 (1,281,607)

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machine learning, rainfall, climatic characteristics, rain forecast, Brazil, random forest

2.

Dynamical Properties of the Composed Logistic-Gauss Map

Number of pages: 19 Posted: 01 Jun 2022
Luam S. de Paiva, Julia G. S. Rocha, Joelson D. V. Hermes, Matheus Hansen, Anderson A. A. da Silva, Rene O. Medrano-T, Ricardo Luiz Viana, Iberê Luiz Caldas and Diogo Ricardo da Costa
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Federal University of São Paulo (UNIFESP), affiliation not provided to SSRN, Federal University of São Paulo (UNIFESP), Federal University of Parana (UFPR) - Department of Physics, University of São Paulo (USP) - Institute of Physics and affiliation not provided to SSRN
Downloads 81 (796,622)

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chaos, nonlinear dynamics, mappings, dissipative systems

3.

Routes to Chaos and Bistability in the Rypdal Model with a Parametric Disturbance

Number of pages: 12 Posted: 07 May 2024
Arnold Alonso Alvarez, Eduardo Luis Brugnago and Iberê Luiz Caldas
affiliation not provided to SSRN, University of São Paulo (USP) and University of São Paulo (USP) - Institute of Physics
Downloads 74 (844,901)

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bistability, shrimp-shaped domains, attractors reconnection

4.

Break-Up of Invariant Curves in the Fermi-Ulam Model

Number of pages: 8 Posted: 16 Nov 2021
Joelson Hermes, Marcelo Reis, Iberê Luiz Caldas and Edson Leonel
Science and Technology of South of Minas Gerais -IFSULDEMINAS, Science and Technology of South of Minas Gerais -IFSULDEMINAS, University of São Paulo (USP) - Institute of Physics and University of São Paulo (USP) - Physics Institute
Downloads 54 (1,020,567)

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Chaos, Nonlinear Dynamics, Mappings, Hamiltonian Systems

5.

Diffusion Transitions in a 2D Periodic Lattice

Number of pages: 17 Posted: 09 Nov 2021
Matheus Jean Lazarotto, Iberê Luiz Caldas and Yves Elskens
University of São Paulo (USP) - Institute of Physics, University of São Paulo (USP) - Institute of Physics and Aix-Marseille University - Centre National de la Recherche Scientifique (CNRS)
Downloads 51 (1,052,702)

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Diffusion, Periodic Lattices, Hamiltonian system, Chaos

6.

Unpredictability in Hamiltonian Systems with a Hierarchical Phase Space

Number of pages: 9 Posted: 26 Oct 2021
Matheus Rolim Sales, Michele Mugnaine, Ricardo Luiz Viana, Iberê Luiz Caldas and José Danilo Szezech
São Paulo State University Júlio de Mesquita Filho, Federal University of Parana (UFPR) - Department of Physics, Federal University of Parana (UFPR) - Department of Physics, University of São Paulo (USP) - Institute of Physics and Universidade Estadual de Ponta Grossa - Postgraduate Program in Physics
Downloads 51 (1,052,702)

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uncertainty exponent, stickiness, conservative chaos, weighted Birkhoff averages

7.

Extended Networks as a Route of Stabilization of Divergent Dynamics

Number of pages: 13 Posted: 09 Dec 2024
Vagner dos Santos, Matheus Rolim Sales, Iberê Luiz Caldas, Ricardo L. Viana and José Danilo Szezech
affiliation not provided to SSRN, São Paulo State University Júlio de Mesquita Filho, University of São Paulo (USP) - Institute of Physics, Universidade Federal do Paraná and Universidade Estadual de Ponta Grossa - Postgraduate Program in Physics
Downloads 41 (1,170,409)

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nonlinear dynamics, Hénon maps coupled, Coherent and Incoherent spatial states

8.

The Role of the Fitness Model in the Suppression of Neuronal Synchronous Behavior with Three-Stage Switching Control in Clustered Networksp, Li { White-Space: Pre-Wrap; }

Number of pages: 13 Posted: 03 Sep 2022
Adriane da Silva Reis, Eduardo Luis Brugnago, Ricardo L. Viana, Antonio Marcos Batista, Kelly Iarosz, Fabiano Alan Serafim Ferrari and Iberê Luiz Caldas
University of São Paulo (USP), University of São Paulo (USP), Universidade Federal do Paraná, Universidade Estadual de Ponta Grossa, Federal Technological University of Paraná, affiliation not provided to SSRN and University of São Paulo (USP) - Institute of Physics
Downloads 39 (1,196,171)

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neuronal network, scale-free, fitness, synchronization, suppression

9.

Non-Autonomous Standard Nontwist Map

Number of pages: 22 Posted: 04 Jan 2025
Marcos Vinicius de Moraes, Iberê Luiz Caldas and Yves Elskens
affiliation not provided to SSRN, University of São Paulo (USP) - Institute of Physics and Aix-Marseille University - Centre National de la Recherche Scientifique (CNRS)
Downloads 34 (1,263,436)

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Hamiltonian modeling, non-autonomous systems, transport barriers

10.

Transport Mechanisms Associated with Non-Integer Wavenumbers in a Nontwist Map

Number of pages: 10 Posted: 29 May 2025
Matheus Rolim Sales, Michele Mugnaine, Ana L. M. de Moraes, Edson Leonel, Chris G. Antonopoulos, Iberê Luiz Caldas and José Danilo Szezech
São Paulo State University Júlio de Mesquita Filho, Federal University of Parana (UFPR) - Department of Physics, affiliation not provided to SSRN, University of São Paulo (USP) - Physics Institute, University of Essex, University of São Paulo (USP) - Institute of Physics and Universidade Estadual de Ponta Grossa - Postgraduate Program in Physics
Downloads 32 (1,290,922)

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transport mechanism, nontwist map, stable and unstable manifold

11.

Pattern Formation in Symplectic Coupled Map Lattices

Number of pages: 9 Posted: 22 May 2025
Leonardo Costa de Souza, Matheus Rolim Sales, José Danilo Szezech, Ricardo L. Viana, Iberê Luiz Caldas and Murilo da Silva Baptista
affiliation not provided to SSRN, São Paulo State University Júlio de Mesquita Filho, Universidade Estadual de Ponta Grossa - Postgraduate Program in Physics, Universidade Federal do Paraná, University of São Paulo (USP) - Institute of Physics and University of Aberdeen
Downloads 25 (1,385,945)

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spatiotemporal chaos, Coupled map lattice, symplectic, pattern formation

12.

Identifying Ballistic Modes Via Poincaré Sections

Number of pages: 12 Posted: 02 Oct 2024
André Farinha Bósio, Iberê Luiz Caldas, Ricardo Luiz Viana and Yves Elskens
affiliation not provided to SSRN, University of São Paulo (USP) - Institute of Physics, Federal University of Parana (UFPR) - Department of Physics and Aix-Marseille University - Centre National de la Recherche Scientifique (CNRS)
Downloads 19 (1,459,862)

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Chaos, Mathematical Morphology, Segmentation, Anomalous transport