19 citations · 19 across the 1 of their papers we have counts for
2 papers
math.DS2025
Influence network reconstruction from discrete time-series of count data modelled by multidimensional Hawkes processes
Naratip Santitissadeekorn, Martin Short, David J. B. Lloyd
Identifying key influencers from time series data without a known prior network structure is a challenging problem in various applications, from crime analysis to social media. Whi…
physics.ao-ph2017★ 19 cited
A coherent structure approach for parameter estimation in Lagrangian Data Assimilation
John Maclean, Naratip Santitissadeekorn, Christopher KRT Jones
We introduce a data assimilation method to estimate model parameters with observations of passive tracers by directly assimilating Lagrangian Coherent Structures. Our approach diff…