Research
Scientific interests:
-) Mathematical foundations of quantum mechanics.
-) Quantum Information and computation.
-) Optimization.
-) Quantum machine learning.
-) Quantum communication and cryptography.
-) Quantum logic.
-) Information geometry.
Main results concern:
-) Complete characterization of states and observables within geometric Hamiltonian formulation of quantum mechanics with applications to quantum information.
-) Geometric description of quantum mutual information.
-) Geometric characterization of quantum controllability.
-) QKD based two-way transmission of entangled states.
-) Quantization prescription of a fuzzy logic deforming the product t-norm.
-) Definition of a hybrid quantum-classical algorithm for quantum annealers.
-) A hybrid procedure for learning "problem Hamiltonians" in adiabatic quantum computing.
-) Implementation and testing of hybrid quantum-classical algortihms.
-) Models of quantum-inspired classification.
-) Quantum optimal mass trasport theory applied to quantum tomography and quantum statistical mechanics.
-) Definition of a learning model for classical and quantum Ising machine.
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