Developed topological quantum neural networks to enhance deep learning generalization and quantum algorithm efficiency. Modeled information flow using topological quantum field theory, enabling scalable quantum computing tasks.
Supervisors: Prof. Antonino Marcianò, Prof. Emanuele Zappala
