Sergio Estan-Ruiz

PhD student, Mathematics, Imperial College London
Joined
September 2025

Names

Sergio Estan-Ruiz (Preferred)
, 
Sergio Estan Ruiz

Emails

****@imperial.ac.uk (Confirmed)

Personal Links

Career & Education History

PhD student
Mathematics, Imperial College London (imperial.ac.uk)
2024 – 2028
Researcher
IESE Business School (iese.edu)
2023 – 2024
MS student
Mathematics, University of Cambridge (cam.ac.uk)
2022 – 2023
Undergrad student
Mathematics, The University of Warwick (warwick.ac.uk)
2019 – 2022

Advisors, Relations & Conflicts

PhD Advisor
Guy Nason
2024 – Present
MSc Advisor
John Aston
2022 – 2023

Expertise

time series
, 
network time series
, 
financial time series
Present
topological data analysis
, 
geometric deep learning
, 
differential geometry
Present
LLMs
Present
singular learning theory
, 
bayesian learning
, 
learning theory
Present

Publications

No publications

Co-Authors

No co-authors