2 citations · 2 across the 1 of their papers we have counts for
5 papers
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…
Non-equilibrium phase transitions in -dimensional quantum cellular automata with controllable quantum correlations
Edward Gillman, Federico Carollo, Igor Lesanovsky
Motivated by recent progress in the experimental development of quantum simulators based on Rydberg atoms, we introduce and investigate the dynamics of a class of -dimension…
Numerical Simulation of Critical Dissipative Non-Equilibrium Quantum Systems with an Absorbing State
Edward Gillman, Federico Carollo, Igor Lesanovsky
The simulation of out-of-equilibrium dissipative quantum many body systems is a problem of fundamental interest to a number of fields in physics, ranging from condensed matter to c…
Quantum contact process
Federico Carollo, Edward Gillman, Hendrik Weimer +1
The contact process is a paradigmatic classical stochastic system displaying critical behavior even in one dimension. It features a non-equilibrium phase transition into an absorbi…
Topological Defects in Quantum Field Theory with Matrix Product States
Edward Gillman, Arttu Rajantie
Topological defects (kinks) in a relativistic scalar field theory in are studied using the matrix product state tensor network. The one kink state is approximated…