activity
20132021
most citedMachine Learning techniques for state recognition and auto-tuning in quantum dots

106 citations · 276 across the 7 of their papers we have counts for

collaborators

7 papers

quant-ph2021★ 31 cited

Entanglement from tensor networks on a trapped-ion QCCD quantum computer

Michael Foss-Feig, Stephen Ragole, Andrew Potter +9

The ability to selectively measure, initialize, and reuse qubits during a quantum circuit enables a mapping of the spatial structure of certain tensor-network states onto the dynam…

quant-ph2018★ 39 cited

QFlow lite dataset: A machine-learning approach to the charge states in quantum dot experiments

Justyna P. Zwolak, Sandesh S. Kalantre, Xingyao Wu +2

Over the past decade, machine learning techniques have revolutionized how research is done, from designing new materials and predicting their properties to assisting drug discovery…

quant-ph2017★ 106 cited

Machine Learning techniques for state recognition and auto-tuning in quantum dots

Sandesh S. Kalantre, Justyna P. Zwolak, Stephen Ragole +4

Recent progress in building large-scale quantum devices for exploring quantum computing and simulation paradigms has relied upon effective tools for achieving and maintaining good…

cond-mat.stat-mech2017★ 2 cited

Thermodynamic limits for optomechanical systems with conservative potentials

Stephen Ragole, Haitan Xu, John Lawall +1

The mechanical force from light -- radiation pressure -- provides an intrinsic nonlinear interaction. Consequently, optomechanical systems near their steady state, such as the cano…

cond-mat.quant-gas2016★ 28 cited

Interacting atomic interferometry for rotation sensing approaching the Heisenberg Limit

Stephen Ragole, Jacob M. Taylor

Atom interferometers provide exquisite measurements of the properties of non-inertial frames. While atomic interactions are typically detrimental to good sensing, efforts to harnes…

cond-mat.stat-mech2015★ 4 cited

Observation of optomechanical buckling phase transitions

Haitan Xu, Utku Kemiktarak, Jingyun Fan +3

Correlated phases of matter provide long-term stability for systems as diverse as solids, magnets, and potential exotic quantum materials. Mechanical systems, such as relays and bu…

physics.chem-ph2013★ 66 cited

Comparison of classical and quantal calculations of helium three-body recombination

Jesús Pérez-Ríos, Steve Ragole, Jia Wang +1

A general method to study classical scattering in -dimension is developed. Through classical trajectory calculations, the three-body recombination is computed as a function of t…