mballarin97

mps_qnn

Entanglement characterization of variational quantum circuits using a Matrix Product State simulator and qiskit.

Matplotlib2LaTeX

An high-level python library to have your plots in pgf, the perfect format for an awesome LaTeX report/publication

QFT

Implementation of a Quantum Fourier Transform on quantum circuit with qiskit and cirq and on Matrix Product States with quimb and personal implementation

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.

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.

QC-App-Oriented-Benchmarks

RL4Pandemic

An application of Reinforcement learning techniques and in particular the NEAT algorithm to address the problem of a pandemic spread with different approaches.

hubbard

peps-torch

Solving two-dimensional spin models with tensor networks (powered by PyTorch)

quantum_state_preparation

Quantum state preparation using tensor networks

torchquantum

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.