2 papers
stat.ME2024
Characterising harmful data sources when constructing multi-fidelity surrogate models
Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
Surrogate modelling techniques have seen growing attention in recent years when applied to both modelling and optimisation of industrial design problems. These techniques are highl…
quant-ph2024
On the Instance Dependence of Optimal Parameters for the Quantum Approximate Optimisation Algorithm: Insights via Instance Space Analysis
Vivek Katial, Kate Smith-Miles, Charles Hill
The performance of the Quantum Approximate Optimisation Algorithm (QAOA) relies on the setting of optimal parameters in each layer of the circuit. This is no trivial task, and much…