8 citations · 13 across the 3 of their papers we have counts for
6 papers
Quantum median filter for Total Variation image denoising
Simone De Santis, Damiana Lazzaro, Riccardo Mengoni +1
In this new computing paradigm, named quantum computing, researchers from all over the world are taking their first steps in designing quantum circuits for image processing, throug…
Quantum Molecular Unfolding
Kevin Mato, Riccardo Mengoni, Daniele Ottaviani +1
Molecular Docking (MD) is an important step of the drug discovery process which aims at calculating the preferred position and shape of one molecule to a second when they are bound…
Facial Expression Recognition on a Quantum Computer
Riccardo Mengoni, Massimiliano Incudini, Alessandra Di Pierro
We address the problem of facial expression recognition and show a possible solution using a quantum machine learning approach. In order to define an efficient classifier for a giv…
Breaking RSA Security With A Low Noise D-Wave 2000Q Quantum Annealer: Computational Times, Limitations And Prospects
Riccardo Mengoni, Daniele Ottaviani, Paolino Iorio
The RSA cryptosystem could be easily broken with large scale general purpose quantum computers running Shor's factorization algorithm. Being such devices still in their infancy, a…
Persistent homology analysis of multiqubit entanglement
Riccardo Mengoni, Alessandra DI Pierro, Laleh Memarzadeh +1
We introduce a homology-based technique for the analysis of multiqubit state vectors. In our approach, we associate state vectors to data sets by introducing a metric-like measure…
Homological analysis of multi-qubit entanglement
Alessandra Di Pierro, Stefano Mancini, Laleh Memarzadeh +1
We propose the usage of persistent homologies to characterize multipartite entanglement. On a multi-qubit data set we introduce metric-like measures defined only in terms of bipart…