41 citations · 97 across the 4 of their papers we have counts for
4 papers
Quantum simulation with just-in-time compilation
Stavros Efthymiou, Marco Lazzarin, Andrea Pasquale +1
Quantum technologies are moving towards the development of novel hardware devices based on quantum bits (qubits). In parallel to the development of quantum devices, efficient simul…
An open-source modular framework for quantum computing
Stefano Carrazza, Stavros Efthymiou, Marco Lazzarin +1
In this proceedings we describe the current development status and recent technical achievements of Qibo, an open-source framework for quantum simulation. After a concise overview…
Multi-class quantum classifiers with tensor network circuits for quantum phase recognition
Marco Lazzarin, Davide Emilio Galli, Enrico Prati
Hybrid quantum-classical algorithms based on variational circuits are a promising approach to quantum machine learning problems for near-term devices, but the selection of the vari…
MCNNTUNES: tuning Shower Monte Carlo generators with machine learning
Marco Lazzarin, Simone Alioli, Stefano Carrazza
The parameters tuning of event generators is a research topic characterized by complex choices: the generator response to parameter variations is difficult to obtain on a theoretic…