activity
19982022
most citedHierarchical quantum classifiers

317 citations · 1.5k across the 42 of their papers we have counts for

collaborators

42 papers

cond-mat.str-el2022

Introducing fluctuation-driven order into density functional theory using the quantum order-by-disorder framework

Adam H. Walker, Chris J. Pickard, Andrew G. Green

Density functional theory in the local or semi-local density approximation is a powerful tool for materials simulation, yet it struggles in many cases to describe collective electr…

cond-mat.str-el2022★ 9 cited

Strain control of a bandwidth-driven spin reorientation in CaRuO

C. D. Dashwood, A. H. Walker, M. P. Kwasigroch +14

The layered-ruthenate family of materials possess an intricate interplay of structural, electronic and magnetic degrees of freedom that yields a plethora of delicately balanced gro…

cond-mat.str-el2022

Trajectory-Resolved Weiss Fields for Quantum Spin Dynamics

S. E. Begg, A. G. Green, M. J. Bhaseen

We explore the dynamics of quantum spin systems in two and three dimensions using an exact mapping to classical stochastic processes. In recent work we explored the effectiveness o…

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-ph2021★ 1 cited

Matrix Product State Pre-Training for Quantum Machine Learning

James Dborin, Fergus Barratt, Vinul Wimalaweera +2

Hybrid Quantum-Classical algorithms are a promising candidate for developing uses for NISQ devices. In particular, Parametrised Quantum Circuits (PQCs) paired with classical optimi…

quant-ph2020★ 7 cited

Dissipative failure of adiabatic quantum transport as a dynamical phase transition

Fergus Barratt, Aleix Bou Comas, Philip J. D. Crowley +3

Entanglement is the central resource in adiabatic quantum transport. Dephasing affects the availability of that resource by biasing trajectories, driving transitions between succes…