61 citations · 63 across the 2 of their papers we have counts for
2 papers
cond-mat.stat-mech2020★ 2 cited
A Tensor Network Approach to Finite Markov Decision Processes
Edward Gillman, Dominic C. Rose, Juan P. Garrahan
Tensor network (TN) techniques - often used in the context of quantum many-body physics - have shown promise as a tool for tackling machine learning (ML) problems. The application…
cond-mat.stat-mech2016★ 61 cited
Metastability in an open quantum Ising model
Dominic C. Rose, Katarzyna Macieszczak, Igor Lesanovsky +1
We apply a recently developed theory for metastability in open quantum systems to a one-dimensional dissipative quantum Ising model. Earlier results suggest this model features eit…