Projects

Feedback control of mean-field systems

Extending feedback stabilisation to coupled populations and unbounded domains.

Feedback control for sampling

Using particle feedback to help samplers approach a target probability distribution.

Control and Effective Dynamics

Designing controls for complex stochastic systems through low-dimensional models.

Control and stabilisation of probability distributions

Spectral and feedback control methods for steering probability distributions towards equilibrium.

Modelling correlated proportions

Statistical models, parameter inference, and diagnostics for pairs of correlated proportions.

Network analysis of the Chamber of Deputies

Network science tools to analyze the Brazil's Chamber of Deputies considering the voting pattern.

Control of Fokker-Plack equation

Fokker-Planck equation and optimal control driving the final distribution.

Epidemics in networks

Modelling disease spread and allocating limited vaccines across connected populations.

Optimal Control Theory

Theme of my Scientific Initiation based on the book of S. Lenhart and J. Workman. It was developed a reference text in portuguese and notebooks with applications in the topics.

espotifai

Study of the playlist continuation problem and implementation of recommendation algorithms to deal with it. Implemented with Lucas Resck.

Bayesian Analysis of Respondent-driven sampling

Bachelor dissertation entitled Prevalence Estimation and binary regression methods for respondent-driven sampling with outcome uncertainty.

Computer Graphics' Project

Final course's project about correction with B-Cell image histograms obtained by transmission electron microscopy.

Covid 19 Model

Numerical simulations and applications of the model developed my pulication with M. S. Aronna and R. Guglielmi

Search Engine

Implementation of a search engine for Data Structures and Algorithms class, implemented with Alessandra Cid and Lucas Resck.

Air pollution modelling and forecasting

Final assignment on the subject Machine Learning with the data from air pollution in Rio de Janeiro.

Discrete Math's Book in Lean

Book written by the class about some classic topics in Discrete Mathematics and applied in Lean Theorem Prover. It was our final project in the course.

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