Foto del docente

Davide Pastorello

Junior assistant professor (fixed-term)

Department of Mathematics

Academic discipline: MATH-04/A Mathematical Physics

Research

Keywords: Mathematical foundations of quantum mechanics quantum information theory quantum computing quantum machine learning

Mathematical foundations of quantum theories: algebraic and geometric structures for the mathematical formulation of quantum mechanics. In particular, geometric Hamiltonian formulation of quantum theories w.r.t. the symplectic and Riemannian (Fubini-Study metric) structures in complex projective spaces. 

Quantum information theory and quantum computing: application of the geometric formulation for the characterization of quantum information aspects (e.g. entanglement measures, entropy, quantum mutual information). Study of algorithms for adiabatic and gate-based quantum computers. 

Hybrid quantum-classical algorithms: definition and characterization of hybrid algorithms for NISQ machines, in particular for solving optimization problems.

Quantum machine learning: techniques for implementing learning mechanisms in quantum machines.

Quantum cryptography: definition of quantum key distribution (QKD) protocols based on transmission of entangled states in device and semi-device independent scenarios. Security proofs and quantitative estimation of secret key rate.

Quantum logic: study of abstract structures for constructing out quantum logics from families of fuzzy sets.

 

 

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