3 papers
quant-ph2025
Universal Counterdiabatic Driving
Stewart Morawetz, Anatoli Polkovnikov
Local counterdiabatic (CD) driving provides a systematic way of constructing a control protocol to approximately suppress the excitations resulting from changing some parameter(s)…
cond-mat.dis-nn2022
Neural annealing and visualization of autoregressive neural networks in the Newman-Moore model
Estelle M. Inack, Stewart Morawetz, Roger G. Melko
Artificial neural networks have been widely adopted as ansatzes to study classical and quantum systems. However, some notably hard systems such as those exhibiting glassiness and f…
quant-ph2020
U(1) symmetric recurrent neural networks for quantum state reconstruction
Stewart Morawetz, Isaac J. S. De Vlugt, Juan Carrasquilla +1
Generative models are a promising technology for the enhancement of quantum simulators. These machine learning methods are capable of reconstructing a quantum state from experiment…