2 papers
quant-ph2025
Learning Hamiltonians for Oracle-Query Quantum State Preparation
Mehdi Ramezani, Sina Asadiyan Zargar, Sadegh Salami +2
We propose a Hamiltonian-based quantum state preparation method implemented via a shallow parametrized quantum circuit. The approach learns the parameters of a diagonal Hamiltonian…
quant-ph2025
Parallel Data Processing in Quantum Machine Learning
Mehdi Ramezani, Sina Asadiyan Zargar, Abolfazl Bahrampour +2
We propose a Quantum Machine Learning (QML) framework that applies the core design principle of quantum algorithms-superposition, oracle, and interference-to accelerate training. B…