Publications

Beatriz Brum, Luiza Lober, Isolde Previdelli, Francisco A. Rodrigues (2025). (pre-print) Discovering equations from data: symbolic regression in dynamical systems. ArXiv pre-print.
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Luiza Lober
Equal contribution
, Francisco A. Rodrigues
Equal contribution
, Matheus. S. Palmero (2025). Parameter inference in nonlinear dynamical systems via recurrence plots and convolutional neural networks. Physical Review E.
DOI Code PDF
Luiza Lober
Equal contribution
, Francisco A. Rodrigues
Equal contribution
, Kirstin O. Roster (2024). Forecasting infectious diseases in Brazilian cities: Integrating socio-economic and geographic data from related cities through a machine learning approach. Chaos, Solitons and Fractals.
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