Xietao Wang Lin

About me

I am a first-year PhD student at the Mathematics for Real-World Systems CDT, University of Warwick.

My research spans numerical simulations using deep learning, complex fluids, elastohydrodynamics and active matter. My current focus is on scaling active and passive matter to hundreds of thousands of particles using machine 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), Dr. Paris GiampourasLink opens in a new window (DCS) and Prof. Long Tran-ThanhLink 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 Optimization: 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.

Talks

Bayesian Optimization Reading Group, Warwick Business School, June 2024. Talk on Decoupled Bayesian Optimization.

Teaching

Senior Graduate Teaching Assistant.

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.