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20172026
most citedHierarchical quantum classifiers

317 citations · 473 across the 22 of their papers we have counts for

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10 papers · 1 filter

quant-ph2026

Quantum many-body mixed phase space revealed by hybrid feedback control

Hang Dong, Jie Ren, Andrew Hallam +9

Understanding how complex systems transition between order and chaos is a central challenge of nonequilibrium physics. While weak perturbations of classical integrable systems give…

quant-ph2026★ 1 cited

Spectral signatures of nonstabilizerness and criticality in infinite matrix product states

Andrew Hallam, Ryan Smith, Zlatko Papić

While nonstabilizerness (''magic'') is a key resource for universal quantum computation, its behavior in many-body quantum systems, especially near criticality, remains poorly unde…

quant-ph2025

Tunable quantum Mpemba effect in long-range interacting systems

Andrew Hallam, Matthew Yusuf, Aashish A. Clerk +2

Symmetry plays a fundamental role in many-body systems, both in and out of equilibrium. The quantum Mpemba effect (QME) - a phenomenon where systems initially farther from equilibr…

quant-ph2025★ 1 cited

ScarFinder: a detector of optimal scar trajectories in quantum many-body dynamics

Jie Ren, Andrew Hallam, Lei Ying +1

Mechanisms that give rise to coherent quantum dynamics, such as quantum many-body scars, have recently attracted much interest as a way of controlling quantum chaos. However, ident…

quant-ph2024★ 16 cited

Stirring the false vacuum via interacting quantized bubbles on a 5564-qubit quantum annealer

Jaka Vodeb, Jean-Yves Desaules, Andrew Hallam +7

False vacuum decay is a potential mechanism governing the evolution of the early Universe, with profound connections to non-equilibrium quantum physics, including quenched dynamics…

quant-ph2024★ 17 cited

Non-stabilizerness in kinetically-constrained Rydberg atom arrays

Ryan Smith, Zlatko Papić, Andrew Hallam

Non-stabilizer states are a fundamental resource for universal quantum computation. However,despite broad significance in quantum computing, the emergence of "many-body" non-stabil…

quant-ph2023★ 4 cited

Embedding semiclassical periodic orbits into chaotic many-body Hamiltonians

Andrew Hallam, Jean-Yves Desaules, Zlatko Papić

Protecting coherent quantum dynamics from chaotic environment is key to realizations of fragile many-body phenomena and their applications in quantum technology. We present a gener…

quant-ph2023★ 20 cited

Bridging quantum criticality via many-body scarring

Aiden Daniel, Andrew Hallam, Jean-Yves Desaules +4

Quantum dynamics in certain kinetically-constrained systems can display a strong sensitivity to the initial condition, wherein some initial states give rise to persistent quantum r…

quant-ph2021

Phase Transitions in the Classical Simulability of Open Quantum Systems

F. Azad, A. Hallam, J. Morley +1

We study the evolution of an open quantum system using a Langevin unravelling of the density matrix evolution over matrix product states. As the strength of coupling to and tempera…

quant-ph2018★ 317 cited

Hierarchical quantum classifiers

Edward Grant, Marcello Benedetti, Shuxiang Cao +5

Quantum circuits with hierarchical structure have been used to perform binary classification of classical data encoded in a quantum state. We demonstrate that more expressive circu…