2 papers
quant-ph2025
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
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…