activity
20172026
most citedHierarchical quantum classifiers

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

collaborators

22 papers

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…

cond-mat.str-el2026

Ergodicity breaking in matrix-product-state effective Hamiltonians

Andrew Hallam, Jared Jeyaretnam, Zlatko Papić

Thermalization and its breakdown in interacting quantum many-body systems are governed by mid-spectrum eigenstates, which are typically accessible only in small system sizes amenab…

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…

hep-th2025

Entanglement and apparent thermality in simulated black holes

Iason A. Sofos, Andrew Hallam, Jiannis K. Pachos

We investigate the apparent thermality of Hawking radiation in the semi-classical limit of quantum black holes using the mean-field limit of a chiral spin-chain simulator, which mo…

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…

cond-mat.str-el2025

Quantum teleportation between simulated binary black holes

Aiden Daniel, Tanmay Bhore, Jiannis K. Pachos +2

The quantum description of a black hole predicts that quantum information hidden behind the event horizon can be teleported outside almost instantaneously. In this work, we demonst…

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…

cond-mat.str-el2024★ 5 cited

Optimally scrambling chiral spin-chain with effective black hole geometry

Aiden Daniel, Andrew Hallam, Matthew D. Horner +1

There is currently significant interest in emulating the essential characteristics of black holes, such as their Hawking radiation or their optimal scrambling behavior, using conde…

cond-mat.stat-mech2023★ 5 cited

Integrability breaking and bound states in Google's decorated XXZ circuits

Ana Hudomal, Ryan Smith, Andrew Hallam +1

Recent quantum simulation by Google [Nature 612, 240 (2022)] has demonstrated the formation of bound states of interacting photons in a quantum-circuit version of the XXZ spin chai…

cond-mat.str-el2023

Exploring interacting chiral spin chains in terms of black hole physics

Ewan Forbes, Matthew D. Horner, Andrew Hallam +2

In this paper we explore the properties of a 1-dimensional spin chain in the presence of chiral interactions, focusing on the system's transition to distinct chiral phases for vari…

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…

cond-mat.str-el2022★ 11 cited

Chiral Spin-Chain Interfaces Exhibiting Event-Horizon Physics

Matthew D. Horner, Andrew Hallam, Jiannis K. Pachos

The interface between different quantum phases of matter can give rise to novel physics, such as exotic topological phases or non-unitary conformal field theories. Here we investig…

cond-mat.str-el2022★ 14 cited

Tuning between continuous time crystals and many-body scars in long-range XYZ spin chains

Kieran Bull, Andrew Hallam, Zlatko Papić +1

Persistent oscillatory dynamics in non-equilibrium many-body systems is a tantalizing manifestation of ergodicity breakdown that continues to attract much attention. Recent works h…

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…

cond-mat.str-el2021★ 1 cited

Emergence of Gaussianity in the thermodynamic limit of interacting fermions

Gabriel Matos, Andrew Hallam, Aydin Deger +2

Systems of interacting fermions can give rise to ground states whose correlations become effectively free-fermion-like in the thermodynamic limit, as shown by Baxter for a class of…

cond-mat.str-el2019★ 3 cited

Entanglement compression in scale space: from the multiscale entanglement renormalization ansatz to matrix product operators

Karel Van Acoleyen, Andrew Hallam, Matthias Bal +3

The multiscale entanglement renormalization ansatz (MERA) provides a constructive algorithm for realizing wavefunctions that are inherently scale invariant. Unlike conformally inva…

cond-mat.str-el2018★ 52 cited

The Lyapunov Spectrum of Quantum Thermalisation

Andrew Hallam, James Morley, Andrew G. Green

The eigenstate thermalisation hypothesis resolves the paradox of emergent thermal or classical behaviour in a closed quantum system by focussing upon local observations. This permi…

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…

cs.NE2017★ 6 cited

Compact Neural Networks based on the Multiscale Entanglement Renormalization Ansatz

Andrew Hallam, Edward Grant, Vid Stojevic +2

This paper demonstrates a method for tensorizing neural networks based upon an efficient way of approximating scale invariant quantum states, the Multi-scale Entanglement Renormali…