activity
20202026
most citedU(1) symmetric recurrent neural networks for quantum state reconstruction

37 citations · 63 across the 5 of their papers we have counts for

collaborators

6 papers

quant-ph2026

Universal Counterdiabatic Quantum Sensing

Stewart Morawetz, Anatoli Polkovnikov

One of the primary applications of quantum mechanics is leveraging coherence to make incredibly sensitive measurements. One way to push the boundary of this sensitivity even furthe…

quant-ph2026

Partial Reversibility and Counterdiabatic Driving in Nearly Integrable Systems

Rohan Banerjee, Shahyad Khamnei, Anatoli Polkovnikov +1

Adiabatic (or reversible) processes are the key concept unifying our understanding of thermodynamics and dynamical systems. Reversibility in the thermodynamic sense is understood a…

quant-ph2025★ 7 cited

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)…

quant-ph2024★ 19 cited

Efficient Paths for Local Counterdiabatic Driving

Stewart Morawetz, Anatoli Polkovnikov

Local counterdiabatic driving (CD) provides a feasible approach for realizing approximate reversible/adiabatic processes like quantum state preparation using only local controls an…

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★ 37 cited

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…