5 papers
State-Constrained Optimal Control for Coherence Preservation in Multi-Level Open Quantum Systems
Nahid Binandeh Dehaghani, A. Pedro Aguiar, Rafal Wisniewski
This paper addresses the optimal control of quantum coherence in multi-level systems, modeled by the Lindblad master equation, which captures both unitary evolution and environment…
A Hybrid Quantum-Classical Physics-Informed Neural Network Architecture for Solving Quantum Optimal Control Problems
Nahid Binandeh Dehaghani, A. Pedro Aguiar, Rafal Wisniewski
This paper proposes an integrated quantum-classical approach that merges quantum computational dynamics with classical computing methodologies tailored to address control problems…
Exploring Strange Entanglement: Experimental and Theoretical Perspectives on Neutral Kaon Systems
Nahid Binandeh Dehaghani, A. Pedro Aguiar, Rafal Wisniewski
This chapter provides an in-depth analysis of the properties and phenomena associated with neutral K-mesons. Kaons are quantum systems illustrating strange behaviours. We begin by…
Quantum Pontryagin Neural Networks in Gamkrelidze Form Subjected to the Purity of Quantum Channels
Nahid Binandeh Dehaghani, A. Pedro Aguiar, Rafal Wisniewski
We investigate a time and energy minimization optimal control problem for open quantum systems, whose dynamics is governed through the Lindblad (or Gorini-Kossakowski-Sudarshan-Lin…
An Application of Pontryagin Neural Networks to Solve Optimal Quantum Control Problems
Nahid Binandeh Dehaghani, A. Pedro Aguiar
Reliable high-fidelity quantum state transformation has always been considered as an inseparable part of quantum information processing. In this regard, Pontryagin maximum principl…