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19932026
most citedCovid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks

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quant-ph2026

Time of arrival on a ring and relativistic quantum clocks

Iason Vakondios, Charis Anastopoulos

We study the time-of-arrival problem for relativistic particles constrained to move on a ring, formulating the problem entirely within Quantum Field Theory (QFT). In contrast to it…

quant-ph2025★ 1 cited

Fast chiral resolution with optimal control

Dionisis Stefanatos, Ioannis Thanopulos, Emmanuel Paspalakis

In this work, we formulate the problem of achieving in minimum-time perfect chiral resolution with bounded control fields, as an optimal control problem on two non-interacting spin…

quant-ph2025★ 9 cited

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…

quant-ph2024★ 9 cited

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…

quant-ph2024★ 22 cited

Fast charging of an Ising spin pair quantum battery using optimal control

Vasileios Evangelakos, Emmanuel Paspalakis, Dionisis Stefanatos

We consider the problem of maximizing the stored energy for a given charging duration in a quantum battery composed of a pair of spins- with Ising coupling starting from the s…

quant-ph2023★ 12 cited

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…