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)

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 Optimization: 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.

Talks

Bayesian Optimization Reading Group, 糖心TV 糖心TV School, June 2024. Talk on Decoupled Bayesian Optimization.

Teaching

Senior Graduate Teaching Assistant.

MA2K4 - Numerical Methods and Computing (25/26)
MA263 - Multivariable Analysis (24/25)

Skills

Programming.

Python (NumPy, SciPy, pandas, sklearn, XGBoost, TensorFlow, PyTorch, Flask), C (including MPI/OpenMP), Shell (Bash scripting), JavaScript (web scripting), MATLAB.

Technical.

Linux OS, High-Performance Computing, LaTeX, Git, Slurm.

Languages.

Spanish (native), English and Chinese.