17 citations · 65 across the 7 of their papers we have counts for
7 papers
Quantum Kernel Evaluation via Hong-Ou-Mandel Interference
Cassandra Bowie, Sally Shrapnel, Michael Kewming
One of the fastest growing areas of interest in quantum computing is its use within machine learning methods, in particular through the application of quantum kernels. Despite this…
Entropy production and fluctuation theorems in a continuously monitored optical cavity at zero temperature
M. J. Kewming, S. Shrapnel
Fluctuation theorems allow one to make generalised statements about the behaviour of thermodynamic quantities in systems that are driven far from thermal equilibrium. In this artic…
Physical grounds for causal perspectivalism
G. J. Milburn, S. Shrapnel, P. W. Evans
We ground the asymmetry of causal relations in the internal physical states of a special kind of open and irreversible physical system, a causal agent. A causal agent is an autonom…
A Physical Quantum Agent
Michael. J. Kewming, Sally Shrapnel, Gerard. J. Milburn
The concept of an embodied intelligent agent is a key concept in modern artificial intelligence and robotics. Physically, an agent is an open system embedded in an environment that…
Quantum Correlations in the Kerr Ising Model
Michael Kewming, Sally Shrapnel, Gerard Milburn
In this article we present a full description of the quantum Kerr Ising model---a linear optical network of parametrically pumped Kerr non-linearities. We consider the non-dissapat…
Hiding Ignorance Using High Dimensions
M. J. Kewming, S. Shrapnel, A. G. White +1
The absence of information -- entirely or partly -- is called ignorance. Naturally, one might ask if some ignorance of a whole system will imply some ignorance of its parts. Our cl…
Classical and Quantum Causal Interventions
G. J. Milburn, Sally Shrapnel
Characterising causal structure is an activity that is ubiquitous across the sciences. Causal models are representational devices that can be used as oracles for future interventio…