I am a PhD student at Heriot-Watt University and Maxwell Institute for Mathematical Sciences in Edinburgh. I work under the supervision of Mateusz Majka and Lukasz Szpruch. My research lies in the theory of probability. During my PhD study, I am researching on the convergence rates of Markov Processes and applications in Machine Learning. My research is funded by EPSRC.

Education

Since 2021 Heriot-Watt University, United Kingdom

Actuarial Mathematics, PhD student

2019 - 2021 Sorbonne University, France

Probability and Random Models, Master of Science

2016 - 2019 Sorbonne University, France

Mathematics, Bachelor of Science

Paper

L. Liu, M. B. Majka and Ł. Szpruch, Polyak-Łojasiewicz inequality on the space of measures and convergence of mean-field birth-death processes, submitted, 2022, [arXiv].

Teaching

F79PS - Stochastic Processes, Heriot-Watt University 2022

Contact

linshan.math@gmail.com; ll2018@hw.ac.uk