mballarin97
PhD student in Padova. Interested in quantum information, complex systems and machine learning.
Italy, Padua
Pinned Repositories
2023_IonQ_Remote
BayesNetworks
Project for the course of Advanced statistics of physical analysis
CriticalBrain
Project of Quantitative Life Science, AY 2020/2021, Unipd. Analysis of structural damage of a brain posed at criticality using the Greenberg-Hastings model.
DLNN2020
Deep learning and Neural Networks course labs&homeworks&assignments
DrosophilaNetwork
Analysis from the point of view of network science of the connectome of the drosophila
Hopfield-project
An analysis of the Hopfield disordered system from a computational point of view, both with a deterministic and a stochastic (physical) approach. Test of the performances on the MINST dataset.
Matplotlib2LaTeX
An high-level python library to have your plots in pgf, the perfect format for an awesome LaTeX report/publication
mps_qnn
Entanglement characterization of variational quantum circuits using a Matrix Product State simulator and qiskit.
QFT
Implementation of a Quantum Fourier Transform on quantum circuit with qiskit and cirq and on Matrix Product States with quimb and personal implementation
RL4Pandemic
An application of Reinforcement learning techniques and in particular the NEAT algorithm to address the problem of a pandemic spread with different approaches.
mballarin97's Repositories
mballarin97/mps_qnn
Entanglement characterization of variational quantum circuits using a Matrix Product State simulator and qiskit.
mballarin97/Matplotlib2LaTeX
An high-level python library to have your plots in pgf, the perfect format for an awesome LaTeX report/publication
mballarin97/QFT
Implementation of a Quantum Fourier Transform on quantum circuit with qiskit and cirq and on Matrix Product States with quimb and personal implementation
mballarin97/DLNN2020
Deep learning and Neural Networks course labs&homeworks&assignments
mballarin97/DrosophilaNetwork
Analysis from the point of view of network science of the connectome of the drosophila
mballarin97/2023_IonQ_Remote
mballarin97/BayesNetworks
Project for the course of Advanced statistics of physical analysis
mballarin97/CriticalBrain
Project of Quantitative Life Science, AY 2020/2021, Unipd. Analysis of structural damage of a brain posed at criticality using the Greenberg-Hastings model.
mballarin97/Hopfield-project
An analysis of the Hopfield disordered system from a computational point of view, both with a deterministic and a stochastic (physical) approach. Test of the performances on the MINST dataset.
mballarin97/QC-App-Oriented-Benchmarks
mballarin97/RL4Pandemic
An application of Reinforcement learning techniques and in particular the NEAT algorithm to address the problem of a pandemic spread with different approaches.
mballarin97/hubbard
mballarin97/peps-torch
Solving two-dimensional spin models with tensor networks (powered by PyTorch)