Po-Wei Huang
Status
Postgraduate Student
Research groups
Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Major / recent publications
Accelerating inference for multilayer neural networks with quantum computers
arXiv: 2510.07195 [quant-ph] (2025).
Fullqubit alchemist: Quantum algorithm for alchemical free energy calculation
Po-Wei Huang, Gregory Boyd, Gian-Luca R. Anselmetti, Matthias Degroote, Nikolaj Moll, Raffaele Santagati, Michael Streif, Daniel Marti-Dafcik, Hamza Jnane, Sophia Simon, Nathan Wiebe, Thomas R. Bromley and Bálint Koczor
arXiv: 2508.16719 [quant-ph] (2025).
Quantum algorithm for large-scale market equilibrium computation
Po-Wei Huang and Patrick Rebentrost
In Advances in Neural Information Processing Systems 37, 10878 - 10907 (2024).
Teaching
B8.5 Graph Theory TA MT25
B7.3 Further Quantum Theory TA HT25
B8.4 Information Theory TA MT24
Further details
I am a student in the Quantum Information, Computation and Cryptography Group, advised by Prof. Bálint Koczor, Prof. Simon Benjamin, and Prof. Artur Ekert, as well as a graduate researcher at Quantum Motion. I go by George in daily life.
Prizes, awards, and scholarships
- EPSRC Quantum Technologies DTP CASE Conversion Studentship with Quantum Motion
- Alan Tayler Scholarship in Mathematics, St. Catherine's College
- Government Scholarship to Study Abroad, Ministry of Education Taiwan
Research interests
My research interests include investigating early and fully fault-tolerant quantum algorithms that can be used to better exploit the power of quantum computation, as well as exploring applications in fields such as chemistry, machine learning, and optimisation, where quantum computers may potentially provide advantages over their classical counterparts.