Our new work on Arxiv.
arxiv.org/abs/2508.20257
— Francisco Rodrigues (@franciscorodrigues.bsky.social) 2025-08-29T19:47:02.054Z
☕️About Me
I’m currently working towards my PhD at University of São Paulo (USP, Brazil), previously having obtained my bachelor’s and master’s degree in physics at UNICAMP. The focus of my research, in the area of complex systems, is on characterizing non-linear dynamics through supervised models and network properties. I look forward to apply physical, statistical and data-oriented modeling to various phenomena!
Interests
- Complex systems;
- Chaotic dynamics;
- Supervised learning and genetic programming;
- Epidemics and rumor propagation;
- Financial networks.
Education
PhD Physics (ongoing)
University of São Paulo
Extension - Data mining
State University of Campinas (UNICAMP)
MSc. Physics
State University of Campinas (UNICAMP)
BSc Physics
State University of Campinas (UNICAMP)
Featured publications
Recent Publications
(2025).
(pre-print) Discovering equations from data: symbolic regression in dynamical systems.
ArXiv pre-print.
(2025).
Parameter inference in nonlinear dynamical systems via recurrence plots and convolutional neural networks.
Physical Review E.
(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.
Recent & Upcoming Talks
Recent news