148 citations · 748 across the 42 of their papers we have counts for
25 papers · 1 filter
TorchQC -- A framework for efficiently integrating machine and deep learning methods in quantum dynamics and control
Dimitris Koutromanos, Dionisis Stefanatos, Emmanuel Paspalakis
Machine learning has been revolutionizing our world over the last few years and is also increasingly exploited in several areas of physics, including quantum dynamics and control.T…
Fast generation of entanglement between coupled spins using optimization and deep learning methods
Dimitris Koutromanos, Dionisis Stefanatos, Emmanuel Paspalakis
Coupled spins form composite quantum systems which play an important role in many quantum technology applications, with an essential task often being the efficient generation of en…
Minimum time generation of a uniform superposition in a qubit with only transverse field control
Vasileios Evangelakos, Emmanuel Paspalakis, Dionisis Stefanatos
We consider a two-level system with a fixed energy spacing (detuning) between the two levels and a single transverse control field which can take values between zero and a maximum…
Optimal STIRAP shortcuts using the spin to spring mapping
Vasileios Evangelakos, Emmanuel Paspalakis, Dionisis Stefanatos
We derive shortcuts to adiabaticity maximizing population transfer in a three-level quantum system, using the spin to spring mapping to formulate the corresponding optimal cont…
Optimal shortcuts of Stimulated Raman Adiabatic Passage in the presence of dissipation
Dionisis Stefanatos, Emmanuel Paspalakis
We use optimal control theory to obtain shortcuts to adiabaticity which maximize population transfer in a three-level STIRAP system, for a given finite duration of the process and…
On the optimality of optical pumping for a closed -system with large decay rates of the intermediate excited state
Dionisis Stefanatos, Emmanuel Paspalakis
We use optimal control theory to show that for a closed -system where the excited intermediate level decays to the lower levels with a common large rate, the optimal scheme for…