PhD student (SAMBa)
sp2681@bath.ac.uk
About me
I am a PhD student in Applied Mathematics based in the EPSRC Centre for Doctoral Training in Statistics and Applied Mathematics (SAMBa) at the University of Bath, under the supervision of Dr. Matt Nunes and Dr. Sandipan Roy. My general research interest lies in detecting community structures, networks and machine learning. Currently, I am working on developing new tools in community detection and graph-based signal analysis. I aim to look at methods that analyse graph-based data using signal analysis, especially wavelet transform and expand on these methods.
Research
Developing new tools in community detection and graph-based signal analysis
Oct 2022 - Current
Matt Nunes and Sandipan Roy.
Mayden project
Feb 2023 - Current
Theresa Smith. Reading course
Bayesian networks
Oct 2022 - Feb 2023
Simon Shaw. Reading course
Can directionality and multiple resolutions be exploited in graph learning?
Feb 2022 - May 2022
Matt Nunes. Reading course
Mapping forest fires in Jalisco, Mexico
Oct 2021 - May 2022
Theresa Smith, Vangelis Evangelou, and Christian Rohrbeck. Interdisciplinary Research Project
Dynamics of social balance on random graphs
May 2020 - Aug 2020
Tibor Antal. MSc Dissertation
Mean hitting time for SDEs
May 2020 - Aug 2020
Desmond Higham. A research project
Teaching
Algebra 1B - tutorials
Feb 2023 - Current
Programming, foundations and connections - lab
Feb 2023 - Current
Python-based programming and sustainable software engineering for mathematics; design and analyse algorithms.
Algebra 1A - tutorials
Oct 2022 - Dec 2022
Probability 2B - tutorial
Feb 2022 - May 2022
Algebra 1A - tutorial
Oct 2021 - Dec 2021
Outreach
Royal Institution Mathematics Masterclasses
Jan 2023 - Current
Teaching mathematics to local students (Year 8)
SAMBa 17th Integrative Think Tank
Jan 2023
Industrial partners: Environment Agency and Mayden.
I worked with Mayden with their challenges - Better/Unified models to capture engagement nd recovery together
SAMBa 16th Integrative Think Tank
June 2022
Industrial partners: CEA and Schlumberger.
SAMBa 15th Integrative Think Tank
Jan 2022
Industrial partners: Bath Beacon in zero carbon offshore power and Central Laser Facility.