Paolo Lapo Cerni's Projects
8-bit CPU emulator for running simple ASSEMBLY code, final project for the 'Management and Analysis of Physics Dataset (MOD. A)' course.
BSc thesis. Tools for analyzing rs-fMRI time series (HCP dataset) with Dynamic Functional Connectivity and a whole-brain nonlinear model.
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.
Heart Rate Estimation project for 'Laboratory of Computational Physics (MOD. A)'
Hello World
Some personal notes about quantum computing and qiskit
Data analysis of QRNG and QKD experimental protocols, 'Quantum Cryptography and Security' course.
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
Numerical solution of the travelling salesman problem (NP-complete) using the simulated annealing stochastic algorithm. Hyperparameters analysis.
Generalization of the famous SIR epidemiological model considering also virus variants and reinfections. Scale-free network via Barabási–Albert model.
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.