andrew

wright

2025

#1 evolutionary quantum state preparation
(02/08/2024)


although technically still an undergraduate at the time i had the opportunity to travel to shenzhen, china for the 2024 ieee world congress on services to present research that i had conducted over 2023/2024 which was accepted for publication in the proceedings of the international conference on quantum qoftware (qsw). whilst working towards completing my degree at newcastle university, i have had the pleasure of working with two of my previous lecturers, dr. sadegh soudjani & dr. paolo zuliani, along with one of their phd students marco lewis on the uses of genetic algorithms for quantum state preparation with a focus on also optimising the accompanying circuit t-count.

we trialled the developed solution on many different quantum state preparation problems and the results we found were more or less what were expected of this method. one thing that was interesting to note that unfortunately we didn't have time to evaluate more was the potential ability for genetically generated solutions to be more optimal after circuit transpilation compared with other state preparation methods. for more information and to see the paper in full click here for a link to the arxiv version. overall, my first experience of performing and presenting academic research has been incredibly insightful. the lessons i have learned over the past year have helped tremendously in other aspects of my academic career, in particular my masters thesis. the guidance from drs. soudjani and zuliani, and marco lewis has been invaluable and is something i will be able to carry going forward hopefully within my career in quantum computing research.

if there are any questions related to the paper or just my general experiences, don't hesitate to e-mail me here!

thanks for reading, heres to hopefully one of many posts about my research!