About me
Welcome! I am a fluid dynamicist with a strong interest in data-driven methodologies and biologically-motivated fluid dynamics. Currently, I am a Research Fellow at Imperial College London, working closely with Prof. Luca Magri at the Aeronautics department on scientific machine learning. I am also a Fellow at the IX, an AI initiatives of Imperial funded by Schmidt Sciences.
My background
I completed an M.Eng. in Aeronautical Engineering at the Department of Aeronautics of Imperial College London in 2017, with a year in industry working at Rolls-Royce. Funded by the President’s scholarship of Imperial, I continued to pursue a PhD in the same department under the supervision of Dr Yongyun Hwang, and graduated in 2021 with a thesis on the continuum modelling of dilute active suspensions and their pattern formation. After that, I was elected as a Research Fellow at Peterhouse, during which I worked with Prof. Raymond Goldstein at the Department of Applied Mathematics and Theoretical Physics, Cambridge, on the fluid mechanics of cell motility in Stokes flow, collective dynamics of motile cells as a result of motility, and continuum modelling of dilute active suspensions and their pattern formation.
Lately, I have started to gain interest in applying data-driven techniques from recent advancements in machine learning to fluid and control problems. After a brief time working with the Alan Turing Institute and Prof. Matthew Juniper on developing numerical methods for assimilating data in large PDEs, I came back to Imperial Aeronautics as a Research Fellow (ICRF). My current research focuses on Bayesian model discovery and data assimilation, but I also often find myself reflecting on the use of machine learning techniques in science and engineering.
My work
To know more about my research, see here. My Google Scholar page can be found on the left.
Upcoming Talks/Visits/Conferences/Outreach
- April 2-4, 2024: Data-driven fluid mechanics at Imperial College London (London, UK)
- May 11-15, 2025: SIAM Conference on Applications of Dynamical Systems (DS25) (Denver, Colorado, US)