most citedTorchQC -- A framework for efficiently integrating machine and deep learning methods in quantum dynamics and control

9 citations · 18 across the 2 of their papers we have counts for

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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…