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Lorenzo Mancini's Projects

airpollutionanalysis icon airpollutionanalysis

Analysis of the concentration of the particulate matter in air. Final project of the Advanced Statistics for Physics Analysis course during 2019/2020 at Unipd

dask_distributed_processing_project icon dask_distributed_processing_project

Final project of the "Management and Analysis of Physics Dataset mod. B" course at University of Padua during 2020/2021. Analysis of COVID-19 papers exploiting distributing processing properties.

deeprl icon deeprl

Implementations of some of the most well known Deep Reinforcement Learning algorithms

hopfield_model icon hopfield_model

Study of the basins of attractions of the Hopfield Model and some experiments about the Matrix Factorization problem

isingmodel2d_montecarlo icon isingmodel2d_montecarlo

Monte Carlo simulation of 2D Ising Model. Final project of the LoCP-A course during 2020/2021 at Unipd

locp_b_project icon locp_b_project

Final project (Astrophysics) of the "Laboratory of Computational Physics mod. B" course at University of Padua during 2020/2021.

masterthesis icon masterthesis

Latex source code that I wrote for my master thesis at the University of Padua. It can be used as a template.

sis_and_sir_model_percolation icon sis_and_sir_model_percolation

Implementation of the one dimensional Contact Process (SIS model) and two dimensional SIR model in order to find critical exponents of Percolation.

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