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Paolo Lapo Cerni


  • 📌 Based in Padua, Italy
  • 📊 MSc Physics of Data student
  • 🎓 BSc Physics graduate. Final thesis: "Dynamical connectivity and nonlinearity in a whole-brain computational model", analysis of fMRI time series with modern computational neuroscience models and technique
  • 🎈 Mostly interested in: complex systems, dynamical systems, network science, computational neuroscience, machine learning, quantum computing, numerical simulations

Paolo Lapo Cerni's Projects

8-bit-cpu-emulator icon 8-bit-cpu-emulator

8-bit CPU emulator for running simple ASSEMBLY code, final project for the 'Management and Analysis of Physics Dataset (MOD. A)' course.

dynamic_fc_analysis icon dynamic_fc_analysis

BSc thesis. Tools for analyzing rs-fMRI time series (HCP dataset) with Dynamic Functional Connectivity and a whole-brain nonlinear model.

exploring_twitter_api icon exploring_twitter_api

Some tests and experiments with Twitter API in Python, by Tweepy. During my holidays I tried to explore some very simple Natural Language Processing and Graph Theory tools, paying attention to inductive and algorithmic biases.

rlc_circuit_analysis icon rlc_circuit_analysis

Here's a part of the analysis done for the laboratory class. It deals with: quantifying errors and uncertainty in physical measurements, nonlinear regressions with residual analysis, chi-square and its relationship with probability, and more statistical tools

simulated_annealing_for_tsp icon simulated_annealing_for_tsp

Numerical solution of the travelling salesman problem (NP-complete) using the simulated annealing stochastic algorithm. Hyperparameters analysis.

sirs_model_on_graphs icon sirs_model_on_graphs

Generalization of the famous SIR epidemiological model considering also virus variants and reinfections. Scale-free network via Barabási–Albert model.

solve_schrodinger_equation icon solve_schrodinger_equation

Project for the Computational Methods for Physics class, which focuses on numerical solutions of the Schrödinger equation for both time-dependent and time-independent problems.

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