Xietao Wang Lin
About me
I am a second-year PhD student at the Mathematics for Real-World Systems CDT, University of Warwick.
I am interested in AI + Science. My current work is on active matter simulations with deep learning.
Contact Information
Email:
Office: D2.17 (Zeeman Building)
LinkedInLink opens in a new window, GitHubLink opens in a new window
Projects
Machine-Learning Accelerated Simulation of Suspensions of Elastic Microfilaments.
- PhD Project (Oct. 2024–present). Supervised by Prof. Tom Montenegro-JohnsonLink opens in a new window (WMI) and Dr Paris GiampourasLink opens in a new window (DCS).
Simulation of Suspensions of Elastic Filaments by Physics-Informed Neural Networks.
- MSc Project (Jun. 2024–Sep. 2024). Supervised by Prof. Tom Montenegro-JohnsonLink opens in a new window (WMI) and Dr Joseph WebberLink opens in a new window (WMI).
Bayesian Optimisation: Which Constraints Matter?
- MSc Group Project (Apr. 2024–Jun. 2024). Supervised by Prof. Juergen BrankeLink opens in a new window (WBS).
- In collaboration with Dr Juan UngreddaLink opens in a new window (ESTECO SpA).
Artificial active physical networks.
- MMathPhys Project (Sep. 2022–Apr. 2023). Supervised by Prof. Rudolf A. RömerLink opens in a new window (Physics) and Prof. Matthew TurnerLink opens in a new window (Physics).
Education
Master of Science in Mathematics of Systems (Distinction), University of Warwick. Sep. 2023–Sept. 2024.
Master of Mathematics and Physics (First-class Honours), University of Warwick. Sep. 2019–Jun. 2023.
Industry experience
UnlikelyAI. Machine Learning Engineer Intern. Jun. 2026–Sep. 2026.
Talks
Scientific Machine Learning (SciML), University of Leeds, Jun. 2026. Talk on
Predicting large-scale behaviours of active matter models with graph networks.
Bayesian Optimisation Reading Group, Warwick Business School, Jun. 2024. Talk on Decoupled Bayesian Optimisation.
Teaching
Senior Graduate Teaching Assistant.
- MA2K4 - Numerical Methods and Computing (25/26)
- MA263 - Multivariable Analysis (24/25)
Skills
Programming.
Python.
Languages.
Spanish (native), English and Chinese.