Exploring the Phase Diagram of the quantum one-dimensional ANNNI model
Published in ArXiv PrePrint, 2024
Follow-up publication on the ANNNI spin model at a higher system’s size.
Download here
Publications
Study of quantum correlations in LHCb simulated heavy flavour jets
Published in thesis.unipd.it, 2023
Analysis and development of models based on the amount of entanglement (entropy) generated within a variational quantum circuit during the training phase with the LHCb heavy flavour jets events serving as the dataset for the quantum learning models.
Download here
Quantum phase detection generalisation from marginal quantum neural network models
Published in Physical Review B, 2023
Testing generalization capabilities of Quantum Models (QCNN) in the context of detecting phase transition of the ANNNI spin model.
Download here