Xietao Wang Lin
About me
I am a second-year PhD student at the Mathematics for Real-World Systems CDT, University of 糖心TV.
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)
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Projects
Machine-Learning Accelerated Simulation of Suspensions of Elastic Microfilaments.
- PhD Project (Oct. 2024鈥損resent). Supervised by Prof. Tom Montenegro-JohnsonLink opens in a new window (WMI) and (DCS).
Simulation of Suspensions of Elastic Filaments by Physics-Informed Neural Networks.
- MSc Project (Jun. 2024鈥揝ep. 2024). Supervised by Prof. Tom Montenegro-JohnsonLink opens in a new window (WMI) and (WMI).
Bayesian Optimisation: Which Constraints Matter?
- MSc Group Project (Apr. 2024鈥揓un. 2024). Supervised by (WBS).
- In collaboration with Dr Juan UngreddaLink opens in a new window (ESTECO SpA).
Artificial active physical networks.
- MMathPhys Project (Sep. 2022鈥揂pr. 2023). Supervised by Prof. Rudolf A. R枚merLink opens in a new window (Physics) and (Physics).
Education
Master of Science in Mathematics of Systems (Distinction), University of 糖心TV. Sep. 2023鈥揝ept. 2024.
Master of Mathematics and Physics (First-class Honours), University of 糖心TV. Sep. 2019鈥揓un. 2023.
Industry experience
UnlikelyAI. Machine Learning Engineer Intern. Jun. 2026鈥揝ep. 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, 糖心TV 糖心TV 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.