Xietao Wang Lin
About me
I am a first-year PhD student at the Mathematics for Real-World Systems CDT, University of Warwick. I am researching Machine Learning Acceleration for Elastohydrodynamics, which studies elastic filaments suspended in viscous fluids. My current focus is applying Physics-Informed Neural Networks (PINNs) to solve partial differential equations.
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-Johnson.Link opens in a new window
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 and Dr. Joseph WebberLink opens in a new window.
Bayesian Optimization: Which Constraints Matter?
- MSc Group Project (Apr. 2024 - Jun. 2024). Supervised by Prof. Juergen BrankeLink opens in a new window.
- 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 and Prof. Matthew TurnerLink opens in a new window.
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.
