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# Graph neural network initialisation of quantum approximate optimisation

## Graph neural network initialisation of quantum approximate optimisation

## Quantum simulation of real-space dynamics

## Symmetry Protected Topological Order in Open Quantum Systems

## Order preserving maps on quantum measurements

## Mutually unbiased frames

## Using the Environment to Understand non-Markovian Open Quantum Systems

Nishant Jain, Brian Coyle, Elham Kashefi, and Niraj Kumar,

Andrew M. Childs, Jiaqi Leng, Tongyang Li, Jin-Peng Liu, and Chenyi Zhang,

Caroline de Groot, Alex Turzillo, and Norbert Schuch,

Teiko Heinosaari, Maria Anastasia Jivulescu, and Ion Nechita,

Fabián Caro Pérez, Victor Gonzalez Avella, and Dardo Goyeneche,

Dominic Gribben, Aidan Strathearn, Gerald E. Fux, Peter Kirton, and Brendon W. Lovett,