Research output per year
Research output per year
Dr
Aston Triangle
B4 7ET Birmingham
United Kingdom
Accepting PhD Students
I am an applied mathematician with a background in statistical physics. My research focuses on the intersection of statistical physics, Bayesian inference, and principled machine learning to model and understand complex and disordered systems.
I hold a Bachelor’s degree in Mathematics and Economics and a Master’s degree in Mathematics. I subsequently completed my PhD with a research focus on statistical physics.
After my PhD, I began my academic career as a Research Associate in Mathematics at Aston University. My work there involved applying information theory techniques to develop biological computing devices. Following this, I held a lectureship at the University of the West of England (UWE) in Data Analytics. I joined Aston University in July of 2025 as a Lecturer in Applied Mathematics.
My research applies principles from statistical physics and information theory to understand complex biological systems. I use methods such as Bayesian inference, principled machine learning, and combinatorial optimisation to model the structure and behaviour of these systems from data. My work has a particular focus on modelling the emergent structure and function of complex biological networks, contributing to fields like computational neuroscience and systems biology.
Email: [email protected]
Room number: NW409
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Po, H. F. (Creator), Houben, A. M. (Creator), Haeb, A.-C. (Creator), Raykov, Y. (Creator), Tornero, D. (Creator), Soriano, J. (Creator) & Saad, D. (Creator), Aston Data Explorer, 5 Mar 2025
DOI: 10.17036/researchdata.aston.ac.uk.00000654
Dataset
Po, H. F. (Creator), Houben, A. M. (Creator), Haeb, A.-C. (Creator), Jenkins, D. R. (Creator), Hill, E. J. (Creator), Parri, R. (Creator), Soriano, J. (Creator) & Saad, D. (Creator), Aston Data Explorer, 11 Apr 2024
DOI: 10.17036/researchdata.aston.ac.uk.00000635
Dataset